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<h2>HL Paper 2</h2><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the transfers of energy and inorganic nutrients in ecosystems.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the role of methanogenic archaeans in the movement of carbon in ecosystems.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how autotrophs absorb light energy</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>energy is lost (between trophic levels) / not all passed on / not reused / must be supplied;</p>
<p>nutrients are recycled/reused;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. methane produced from organic matter;</p>
<p>b. in anaerobic conditions;</p>
<p>c. methane diffuses into atmosphere/accumulates in ground/soil;</p>
<p>d. oxidized/converted to carbon dioxide (in atmosphere);</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. light absorbed by (photosynthetic) <span style="text-decoration: underline;">pigments</span>;</p>
<p>b. chlorophyll absorbs blue and red / drawing of absorption spectrum for chlorophyll;</p>
<p>c. photosystems are groups of pigment molecules/are light harvesting complexes;</p>
<p>d. photosystems are located in thylakoid membranes;</p>
<p>e. electrons excited/raised to higher energy level;</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>A sizeable number of candidates seemed to miss the point here, in what was intended to be an easy question. The command term ‘distinguish’ is an instruction to give the key differences. In this case, the distinction was that energy flows through an ecosystem and is ultimately lost whereas inorganic nutrients can be recycled.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers were rather polarised, with candidates either understanding the role of methanogens or stumbling round in a mire of uncertainty. Although this may seem an obscure part of biology, methanogenesis is of great significance in terms of climate change.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>As this question was near the end of Section A, the mark scheme was constructed so as to reward stronger answers, rather than simple ideas such as ‘light is absorbed by chlorophyll’. Answers were very varied. Few candidates including any ideas about photosystems.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Coral reefs are among the most spectacular ecosystems on Earth. They support a rich diversity of life and provide economic benefits to the people who use them. In Papua New Guinea in the Pacific Ocean north of Australia the following data were collected. Coral cover is the percentage of the reef surface covered by live hard coral.</p>
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" alt></p>
</div>
<div class="specification">
<p>In order to test the effect of temperature, live samples of a species of coral, <em>Pocillopora damicornis</em>, were placed in an experimental chamber at a constant pH, water depth and low light. All the coral samples were started at 26°C and half of them were rapidly increased to 30°C. </p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" 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" alt></p>
<p>The pie charts show the percentage of live and dead tissues at the end of the experiment.</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" src="data:image/png;base64,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" alt></p>
</div>
<div class="specification">
<p>Acidification of the world’s oceans is an increasing threat to the health of oceanic life including coral reefs. Corals perform calcification to create their calcium carbonate exteriors. An experiment was conducted on Heron Island, Southern Great Barrier Reef, Australia. For the experiment the pH was altered by dissolving carbon dioxide in the water. Three different coral species were used, with each test group at two different temperature ranges and three different pH values. The white line in each photograph represents 5 cm.</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" 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" alt><br> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the difference in coral cover in 1996 and 2002. No working required.</p>
<p><img src="data:image/png;base64,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" alt></p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the evidence that the ocean temperature has an effect on coral cover.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest causes for the changes in ocean temperature.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify <strong>one</strong> advantage of conducting this experiment in the laboratory rather than in the ocean.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Comment on whether the experimental data supports the observed data from the ocean.</p>
<div class="marks">[1]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>(i) Describe the trend in calcification when the pH is decreased at 25 –26°C.</p>
<p>(ii) In environmental studies, a critical value is the level at which a population declines or shows signs of poor health. Suggest a critical pH for <em>P. onkodes</em>.</p>
<p>(iii) Using all of the data, comment on the hypothesis that ocean acidification in warming seas will have the same effect on all species of coral.</p>
<div class="marks">[3]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest another marine animal that has parts made of calcium carbonate and may therefore be damaged due to ocean acidification.</p>
<div class="marks">[1]</div>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline causes of ocean acidification.</p>
<div class="marks">[2]</div>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the need for international cooperation to solve the problems of declining coral populations.</p>
<div class="marks">[3]</div>
<div class="question_part_label">i.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>60 (%)</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. coral cover decreases as temperature rises (between 1996 and 1998/2000 and 2002) / negative correlation between temperature and coral cover / coral cover highest when temperature is lowest/vice versa</p>
<p>b. coral cover remains constant when temperature drops (between 1998/1999 and 2000)/remains (nearly) constant when temperature stops rising (between 2002 and 2003)</p>
<p>c. no proof of causation / only a correlation / other factors could be affecting the coral</p>
<p><em>Do not award this mark for “inversely proportional”, but the mark can still be awarded if other parts of the answer give one of the alternative parts of the mark point</em>.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. increased carbon dioxide/methane in the atmosphere / carbon dioxide emissions from burning of fossil fuels / other specific source of a named greenhouse gas</p>
<p>b. increased greenhouse effect / more heat/long wave radiation trapped in the atmosphere</p>
<p>c. heat transfer from atmosphere to ocean / ocean absorbs heat from atmosphere</p>
<p><em>No marks for increased CO<sub>2</sub> in the oceans, global warming or climate change.</em><br><em>The idea of an increase must be included, not just greenhouse effect or heat trapping</em>.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>control of variables/pH/light/temperature / no predators of coral</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. supports because there is more dead coral/less % cover at the higher temperature</p>
<p>b. (experimental data) does not support (observed data) because experimental temperatures were (all) higher/rose much faster</p>
<p><em>The answer must make it clear whether or not the data provides support.</em></p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(i) less calcification in all three/each species (as pH decreased)</p>
<p> </p>
<p>(ii) 7.6 / 7.7 / 7.8</p>
<p><em>Accept any pH that is 7.6 or higher, but lower than 7.9</em>.</p>
<p> </p>
<p>(iii)</p>
<p>a. greater reduction in calcification as pH drops at the higher temperature in <strong><em>P. onkodes</em></strong> than on the other two species (so hypothesis not supported)</p>
<p><em>This answer is based on the larger drop in calcification between 8.2 and 7.6 at both temperatures in onkodes than the other two species</em>.</p>
<p>b. net loss in calcification at lowest pH and highest temperature in <em><strong>P. onkodes </strong></em>whereas there is still calcification in the other two species (so hypothesis not supported)</p>
<p><em>This answer is based only on whether there are positive values for calcification or negative.</em></p>
<p>c. warming reduces calcification at all pH levels in <em><strong>A. intermedia</strong></em> but not in the other two species (so hypothesis not supported)</p>
<p><em>This answer is based on the drop in calcification at each pH when the temperature rises in intermedia, whereas in the other species there is a rise at one or more of the pHs</em>.</p>
<p>d. combined effect of acidification and warming is a larger reduction inncalcification in <em><strong>A. intermedia</strong></em> than in the other two species (so hypothesis not supported)</p>
<p><em>This answer is based on the larger overall drop in calcification between pH 8.2 at 25/26°C and 7.6 at 28/29°C</em>.</p>
<p>e. more calcification as temperature rises at lower pH/pH 7.9 and 7.6 in <em><strong>P. lobata</strong></em> whereas there is less in the other two species (so hypothesis not supported)</p>
<p><em>The answer must either state pHs 7.9 and 7.6 or specify lower pH or greater acidification.</em></p>
<p>f. more calcification as pH drops from 8.2 to 7.9 at higher temperature in <em><strong>P. lobata</strong></em> whereas there is a drop/no rise in the other two species (so hypothesis not supported)</p>
<p><img 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" alt></p>
<p><em>The answer must state the two pH values and state higher temperature or 28-29°C</em>.</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Mollusca/named marine mollusc with a shell/crustacean/named marine crustacean/Porifera/sponges/named calcareous marine sponge</p>
<p><em>Reject terrestrial examples. Reject sea shells, shellfish. Specific named examples must be verified if it is uncertain whether they have calcified parts</em>.</p>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. carbon dioxide makes an acid/carbonic acid in water</p>
<p>b. (carbon dioxide from) burning fossil fuels/forest fires</p>
<p>c. carbon dioxide forms solution with/dissolves into water/oceans/rain</p>
<p><em>Do not award a mark for stating only that carbon dioxide causes ocean acidification.</em></p>
<p><em>Do not award marks for methane sources or sources of unspecified greenhouse gases or statements about increased carbon dioxide in the atmosphere.</em></p>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. international cooperation needed to reduce carbon dioxide emission/concentrations</p>
<p>b. carbon dioxide produced anywhere increases the greenhouse effect/global warming/ocean acidification/health of coral everywhere</p>
<p>c. ocean currents/tides/wind move carbon dioxide/acid/heat around the world / oceans of the world are interconnected/part of one overall system</p>
<p>d. (some) coral reefs are in international waters (or words to that effect) / coral reefs cannot be protected by single national governments alone</p>
<p>e. the more groups of people/nations/corporations that reduce their carbon emissions, the lower the impact on coral will become / not enough for one country/group/corporation to reduce carbon dioxide emissions</p>
<p>f. sharing of technology/research/information/resources</p>
<p>g. aid to poorer/developing countries (to help with coral conservation)</p>
<p>h. reference to an economic/ecological benefit of conserving coral reefs</p>
<div class="question_part_label">i.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">i.</div>
</div>
<br><hr><br><div class="specification">
<p>White-nose syndrome (WNS) is a disease caused by the fungus <em>Geomyces destructans. </em>This kills bats from many species during their winter hibernation Scientists used echolocation to record the number of bat flights over a station in 10 minute sample periods during the summers of 2007 to 2009. The graph shows the mean number of flights and number of recording samples for little brown bats (<em>Myotis lucifugus</em>), a species affected by the fungus, along with those of hoary bats (<em>Lasiurus cinereus</em>), which are not affected.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>Scientists have hypothesised that bats affected by WNS could be more likely than unaffected bats to emerge from hibernation during the winter. Bats occasionally undergo short interruptions in hibernation accompanied by an increase in body temperature. Scientists used sensors attached to <em>M. lucifugus</em> to monitor the temperature of a group infected with the fungus over the winter months. A second uninfected group was also monitored. The graphs show the results for two typical individuals.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>The graph shows data from a small group of infected bats that died during hibernation. The average time interval between hibernation emergence periods and the date of death were recorded using temperature sensors for these bats.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the total number of <em>M. lucifugus</em> flights that were recorded in the summer of 2007</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> limitation of this recording method in determining the accurate mean number of individual bats flying.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the percentage decline in the mean number of <em>M. lucifugus</em> flights for 2009 when compared to 2008.</p>
<p> </p>
<div class="marks">[1]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Evaluate the conclusion that the decline in the population of <em>M. lucifugus</em> is due to infection by the fungus.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the patterns of hibernation of the uninfected and infected bats.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Based on the data and your biological knowledge, suggest how the infection could lead to premature death in a bat.</p>
<div class="marks">[3]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the relationship between date of death and the mean interval between hibernation emergence periods.</p>
<div class="marks">[1]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss whether the data in the graph show that there is a causal link between the date of death and the interval between hibernation emergence periods.</p>
<div class="marks">[2]</div>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>one</strong> reason, other than the interval between hibernation emergence periods, for some infected bats surviving longer than others.</p>
<div class="marks">[1]</div>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using all of the data, predict the effect of WNS on bat populations.</p>
<div class="marks">[3]</div>
<div class="question_part_label">i.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>(32 × 79 =) 2528</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. same bat may be recorded more than once </p>
<p>b. some bats may not fly over [the recording station]<br><em><strong>OR</strong></em><br>only bats flying over the station are recorded </p>
<p>c. two bats flying close/together might be recorded as one</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>82 / 82.1 / 82.14 (% decline)</p>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em><strong>Conclusion supported</strong></em></p>
<p>(2008 to 2009) <em>M. lucifugus</em> declines more (than <em>L. cinereus</em>)<br><em><strong>OR</strong></em><br>(2007 to 2009) <em>M. lucifugus</em> declines whereas <em>L. cinereus</em> increases/fluctuates/did not decline<br><em><strong>OR</strong></em><br>more affected than unaffected bats in 2007 and 2008 but more unaffected in 2009 </p>
<p><em><strong>Conclusion not supported</strong></em></p>
<p>other factors could be causing the difference between the species/the decrease in <em>M. lucifugus</em><br><em><strong>OR</strong></em><br>there will be differences between the two bat species apart from WNS infection<br><em><strong>OR</strong></em><br>both species decreased from 2008 to 2009</p>
<p><em>Award one mark maximum for an argument supporting the conclusion and one mark maximum for an argument against the conclusion. Marks should only be awarded for statements that make an explicit or clearly implied comparison between the species</em>.</p>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. more (frequent) interruptions/emergences from hibernation/shorter periods of hibernation/more spikes in temperature (indicating emergence) in infected bats</p>
<p>b. more fluctuation in (body) temperature (during hibernation) in infected (than uninfected bats) </p>
<p>c. emergences/interruptions become more frequent during the hibernation period in infected bats versus (about) about the same frequency in uninfected</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. energy needed to raise body temperature / lost during temperature spikes </p>
<p>b. energy/heat released by/comes from (cell) respiration/metabolism </p>
<p>c. food/fat (stores/reserves) used in (cell) respiration/in generating energy/heat/raising body temperature </p>
<p>d. bats die/starve if fat/energy/food stores used up </p>
<p>e. hibernation conserves food stores/reduces use of energy</p>
<p>f. no/little food available/food harder to find (in winter/during hibernation period) </p>
<p>g. (more) energy/food used when flying/hunting </p>
<p>h. (more) heat loss/hypothermia (in winter/cold weather) </p>
<p>i. higher chance of being killed by predators when flying/emerged from hibernation</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>later date of death with longer/bigger intervals (between hibernation emergence)/with less frequent interruptions (to hibernation)</p>
<p><em>The correlation must be described.</em></p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em><strong>Arguments for a causal link</strong></em></p>
<p>a. there is a trend/correlation/relationship (shown by the data in the graph) </p>
<p>b. explanations of how more frequent emergence from hibernation could cause earlier death (are plausible)/example of an explanation </p>
<p><em><strong>Arguments against a causal link</strong></em></p>
<p>c. there is a correlation but this does not show a causal link / correlation does not prove causation</p>
<p>d. more data/further research is needed to show the causes </p>
<p>e. there is (much) variation/spread in the data </p>
<p>f. other factors can affect the date of death</p>
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. differences in body mass<br><em><strong>OR</strong></em><br>differences in reserves/stores of food/energy/fat </p>
<p>b. bats may be predated during a flight / chance events might affect the date of death </p>
<p>c. more effective/stronger immune system/immunity (in some bats) </p>
<p>d. more resistance to cold (in some bats) </p>
<p>e. larger bats lose heat less rapidly </p>
<p>f. infected at a different/later date</p>
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. higher mortality/more deaths </p>
<p>b. shorter life expectancy/premature death/death before reproduction </p>
<p>c. extinction/reduction in (size of) of bat populations </p>
<p>d. <em>L. cinereus</em>/species of bats not affected by WNS may increase<br><em><strong>OR</strong></em><br><em>L.cinereus</em>/species of bats not affected by WNS may experience less competition </p>
<p>e. infection may affect birth rates/fertility </p>
<p>f. bats will emerge more from hibernation/in winter </p>
<p>g. bats will use up food/energy reserves faster in winter/faster due to (more) interruptions </p>
<p>h. bat (populations) develop/evolve greater resistance to WNS</p>
<div class="question_part_label">i.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">h.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">i.</div>
</div>
<br><hr><br><div class="specification">
<p>The image shows a food web.</p>
<p style="text-align: center;"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAnEAAAH9CAYAAAB1FyoGAAAgAElEQVR4Ae29fbBe51mf+zhxQiHEEjNkmCb2NgdoBiy2DqUd4q1KhOR0IjvyachM7MSSE1pru8dSzh9oizZSDm1koJZywBKdwZJptgMkkZLIKTA9Umw5KSTRRtuhM0yRkBgY8oe3lAxMmR7J4eMAITpzrdf31tqv3u/P9XE9M+9e77vW83E/17P2Wr91Px/rluvXr19PBglIQAISkIAEJCCBUhF4Rams1VgJSEACEpCABCQggYyAIs4TQQISkIAEJCABCZSQgCKuhI2myRKQgAQkIAEJSEAR5zkgAQlIQAISkIAESkhAEVfCRtNkCUhAAhKQgAQkoIjzHJCABCQgAQlIQAIlJKCIK2GjabIEJCABCUhAAhJQxHkOSEACEpCABCQggRISUMSVsNE0WQISkIAEJCABCSjiPAckIAEJSEACEpBACQko4krYaJosAQlIQAISkIAEFHGeAxKQgAQkIAEJSKCEBBRxJWw0TZaABCQgAQlIQAKKOM8BCUhAAhKQgAQkUEICirgSNpomS0ACEpCABCQgAUWc54AEJCABCUhAAhIoIQFFXAkbTZMlIAEJSEACEpCAIs5zQAISkIAEJCABCZSQgCKuhI2myRKQgARaEZid3ZBmZm5v++E44cKF81mcY8eOrmZz4sTx1XTbtz+4un/cX7ABm7HJIAEJ9Efg1v6iG1sCEpCABIpMYHZ2Yzp9+rN9m3jw4ONp27b70rFjT/Wd1gQSkMB0COiJmw53S5WABCRQGALXrl1LfGZmZgpjk4ZIQALdCSjiujMyhgQkIIHKEqA7M7pZe+najPjRbbtr16NpZWUl47Nv3wdW8wpg7CMu3bURlpbOZvtOnz4Vu9xKQAIDEFDEDQDNJBKQgASqQmDXrt3pwoWLWXX4vrJyJdEl2yogyOh23b//g1m8paVzmYDbvv09mSdv48aN2RaRFiG+nz9/Y8zb2bNn07p167Lu24jnVgIS6J+AIq5/ZqaQgAQkUFgCMWkhPGX5LV60QQP54k1D6G3fviPLhu7XQ4cOZULu6NEns/2Is1OnGh42PHR8EIUh5kiIB27z5i2DmmI6CUjgZQKKOE8FCUhAAhUigGDCm9bqgwAbNCwtLWVJt2xZK74oDzEXXaN5wYZwQ9Tt2LEjE3Mh6tg25zOoXaaTQJ0JKOLq3PrWXQISkECPBK5evZrFRJQ1h3Xr1mfdqOxHnIVYowsVURdeN0QdYs+u1GaC/pbAYAQUcYNxM5UEJCCBWhFYv359Vl9msTaHa9euppmZO7PdLFNCQLDxQdThqeODqGM8HMKulRhsztffEpBAZwKKuM58PCoBCUhAAimlzZs3ZxwQYfnAWLnGuLfZbHcINsbF5ffjjUPUEd+u1DxBv0tgcAKKuMHZmVICEpBAbQjgPWNCA5MjYrkQRNq+ffsyLxszViPs2PFQJtjwtkVXKjNXiY8nL7x1Ed+tBCQwGAHf2DAYN1NJQAISKCSBmJ3azjjeyIC3bJBw6NCH05133pktM8JyIwQE2f79T63pHp2dbXjlEH4RQsyxb9DyIy+3EpBAg8At169fvy4MCUhAAhKQgAQkIIFyEbA7tVztpbUSkIAEJCABCUggI6CI80SQgAQkIAEJSEACJSSgiCtho2myBCQgAQlIQAISUMR5DkhAAhKQgAQkIIESElDElbDRNFkCEpCABCQgAQko4jwHJCABCUhAAhKQQAkJKOJK2GiaLAEJSGCSBJaXl9PMzO2TLNKyJCCBHggo4nqAZBQJSEACdSbwwQ/uy6r/zDMn64zBukugcARc7LdwTaJBEpCABIpDAC/cgw++O33zm99M3/Ed35F+//cvFMc4LZFAzQnoiav5CWD1JSABCXQigBcOAUf4+te/nvTGdaLlMQlMloCeuMnytjQJSEACpSGQ98KF0XrjgoRbCUyfgJ646beBFkhAAhIoJIG8Fy4M1BsXJNxKYPoE9MRNvw20QAISkEDhCLTywoWReuOChFsJTJeAnrjp8rd0CUhAAoUk0MoLF4bqjQsSbiUwXQJ64qbL39IlIAEJFI4AXrh3v/v+jnbpjeuIx4MSmAiBWydSioVIQAISkEBpCJw///vpDW9Yu7jvV796Zc2+f/APvqU09dFQCVSVgJ64qras9ZKABCQwQgK8sWFl5coIczQrCUhgWAKOiRuWoOklIAEJSEACEpDAFAgo4qYA3SIlIAEJSEACEpDAsAQUccMSNL0EJCABCUhAAhKYAgFF3BSgW6QEJCABCUhAAhIYloAibliCppeABCQgAQlIQAJTIKCImwJ0i5SABCQgAQlIQALDElDEDUvQ9BKQgAQkIAEJSGAKBBRxU4BukRKQgAQkIAEJSGBYAoq4YQmaXgISkIAEJCABCUyBgCJuCtAtUgISkIAEJCABCQxLQBE3LEHTS0ACEpCABCQggSkQUMRNAbpFSkACEpCABCQggWEJKOKGJWh6CUhAAhKQgAQkMAUCirgpQLdICUhAAhKQgAQkMCwBRdywBE0vAQlIQAISkIAEpkBAETcF6BYpAQlIQAISkIAEhiWgiBuWoOklIAEJSEACEpDAFAgo4qYA3SIlIAEJSEACEpDAsAQUccMSNL0EJCABCUhAAhKYAgFF3BSgW6QEJCABCUhAAhIYloAibliCppeABCQgAQlIQAJTIKCImwJ0i5SABCQgAQlIQALDElDEDUvQ9BKQgAQkIAEJSGAKBBRxU4BukRKQgAQkIAEJSGBYAoq4YQmaXgISkIAEJCABCUyBgCJuCtAtUgISkIAEJCABCQxLQBE3LEHTS0ACEpCABCQggSkQUMRNAbpFSkACEpCABCQggWEJKOKGJWh6CUhAAhKQgAQkMAUCirgpQLdICUhAAhKQgAQkMCwBRdywBE0vAQlIQAISkIAEpkBAETcF6BYpAQlIQAISkIAEhiWgiBuWoOklIAEJSEACEpDAFAgo4qYA3SIlIAEJSEACEpDAsAQUccMSNL0EJCABCUhAAhKYAgFF3BSgW6QEJCABCUhAAhIYloAibliCppeABCQgAQlIQAJTIKCImwJ0i5SABCQgAQlIQALDElDEDUvQ9BKQgAQkIAEJSGAKBBRxU4BukRKQgAQkIAEJSGBYAoq4YQmaXgISkIAEJCABCUyBgCJuCtAtUgISkIAEJCABCQxLQBE3LEHTS0ACEpCABCQggSkQuOX69evXp1CuRUpAAhKQgAQkIAEJDEFAT9wQ8EwqAQlIQAISkIAEpkVAETct8pYrAQlIQAISkIAEhiCgiBsCnkklIAEJSEACEpDAtAgo4qZF3nIlIAEJSEACEpDAEAQUcUPAM6kEJCABCUhAAhKYFgFF3LTIW64EJCABCUhAAhIYgoAibgh4JpWABCQgAQlIQALTIqCImxZ5y5WABCQgAQlIQAJDEFDEDQHPpBKQgAQkIAEJSGBaBBRx0yJvuRKQgAQkIAEJSGAIAoq4IeCZVAISkMCwBJaWzqaZmdvTsWNHb8pq374PZMe2b3/wpmPEJx3pewm7dj2aZmc3rEa9du1aIl/y6Cef1Qz6+NJcdqukBw8+ntmBXQYJSKA3Aoq43jgZSwISkMBYCGzevCWtW7cunT17sxhDoHHswoXzN5VNfI6RfpBw4sTxTACePv3ZtLJyZeB8ein72LGn0oULF3uJahwJSKAPAoq4PmAZVQISkMA4CMzObrxJqK2srCQ+27bdl/BONXvcEHaDCjjqcPXq1awqMzN3jqNK5ikBCUyAgCJuApAtQgISkEAnAlu2bMmEGqItwunTpzJP2/79H0wzMzPp1KlTcSgTdAg70kWge5Xu0ugepQszn1/EY0u86L7lO3HbhejmjHzpgo18EZLsJ69812xzfs3dqc1dufk883bAIJ8v3/NeSWzD/uh2xhbSGCRQFwKKuLq0tPWUgAQKSwBvGyHvbaO7FA9ddJnmj124cCGLH544RAyCBsFH1+jS0rlMaG3f/p5MHDZXnK7NXbt2Z7v5Tndnq0CejW5X8ruSdYk2BNh71kQnHoKSOHTPIrQQXO3Ctm33vuxdbORL2mbxRX1DDJIvH0Kz4MMeRCXHqUewbFe2+yVQJQKKuCq1pnWRgARKSQBPG5/z52+MfUMIhadt48aNLwuVhqcOgRdpiIfQQpRt374jqz/HDh06lKU5evTJgZksLS1lIpL8CAhKRBoiMR8QTiEKEZ47djyUCdK88Iz4eO0QXfv378/qwH7Ski4fGt61mXTixCdXd/MdGxCN+XDffQ0RrIDLU/F7HQgo4urQytZRAhIoPAG8aiF62OJhClHCFvESxxFu4YVDaBFC8EVFEUWIr2YPVxzvZYs4QnAhEpuFUz59c9mbN2/ODofHMB8XoRrexfz+EGLsa3jWVlbrmI9HvYJD7J+dnY2vbiVQKwK31qq2VlYCEpBAQQngbUMsIWAY/xaeNsxF9CBeEEAIFgReCKeYoECc5rBu3fq0svJi8+6ef4d3DXsQTnjRsAtPWxwjs+ayY7JE2NZzgS9HvHatMekCHnxaBRgYJFB3Anri6n4GWH8JSKAQBPLeNgRTeOHCOEQb+/FuIZri+Pr167MorUQNYigEVeTT7xaxRjcmY84OHfpwlh9euU4evhCOYVu/ZSI+CZQd4+Gat83Csd8yjC+BKhBQxFWhFa2DBCRQegKIErxteL3wxoWnLSpGF2V46YgXIboum9eZo8uV+KPsamTMHWPZCOQdIT+Wj33RxduqbOqF4GwWgXn7wwsZ+UQ5bLdte3v2ye/zuwTqSkARV9eWt94SkEDhCIS3DUEXY97CSIQb4iY/4YFj7Edc0dUZXY8IrH379mXxmbE6aAjBlBdsBw8eXOMJJO982YgzJlNgf3MdiIut2Hz0aGOCQ6RvHue2e/f7s7rGDFXiMdmB+oeQZJ9BAnUmoIirc+tbdwlIoFAEwnMVXaXNxiGK8GJFvDhONydijW5O1krbvHlTJuBOnPjUTePVIk0vW7pRKauRX+P1XKRjP4IyAvYeP348KxvRhQAjTrsQ6SNfvHD5MXakawjTp7L6xhp1dCWzjEgrcdiuLPdLoMoEbrl+/fr1KlfQuklAAhKQwHgI4BXDW4eAbBZh4ynRXCUggTwBPXF5Gn6XgAQkIAEJSEACJSGgiCtJQ2mmBCQgAQlIQAISyBOwOzVPw+8SkIAEJCABCUigJAT0xJWkoTRTAhKQgAQkIAEJ5Ako4vI0/C4BCUhAAhKQgARKQkARV5KG0kwJSEACEpCABCSQJ6CIy9PwuwQkIAEJSEACEigJAUVcSRpKMyUgAQlIQAISkECegCIuT8PvEpCABCQgAQlIoCQEFHElaSjNlIAEJCABCUhAAnkCirg8Db9LQAISkIAEJCCBkhBQxJWkoTRTAhKQgAQkIAEJ5Ako4vI0/C4BCUhAAmsILC8vp5deemnNPn9IQALFIKCIK0Y7aIUEJCCBwhG4cuVyeve7709PPvlLhbNNgyQggZR8d6pngQQkIAEJtCTw3vfuSF/84hfTq1/96vR7v/ff02233dYynjslIIHpENATNx3ulioBCUig0ATwwiHgCN/85jf1xhW6tTSurgT0xNW15a23BCQggQ4EwgsXUfTGBQm3EigOAT1xxWkLLZGABCRQCAJ5L1wYpDcuSLiVQHEI6IkrTltoiQQkIIFCEGj2woVReuOChFsJFIOAnrhitINWSEACEigEgVZeuDBMb1yQcCuBYhDQE1eMdtAKCUhAAoUg0M4LF8bpjQsSbiUwfQJ64qbfBlogAQlIoBAEWNQ3ZqS2M+hv//Zv0zPPnGx32P0SkMAECeiJmyBsi5KABCRQdAK8oSEfWOz3059+Jr8rbdiwwTXj1hDxhwSmQ0ARNx3ulioBCUigFARmZm5PKytXSmGrRkqgbgTsTq1bi1tfCUhAAhKQgAQqQUARV4lmtBISkIAEJCABCdSNgCKubi1ufSUgAQlIQAISqAQBRVwlmtFKSEACEpCABCRQNwKKuLq1uPWVgAQkIAEJSKASBBRxlWhGKyEBCUhAAhKQQN0IKOLq1uLWVwISkIAEJCCBShBQxFWiGa2EBCQgAQlIQAJ1I6CIq1uLW18JSEACEpCABCpBQBFXiWa0EhKQgAQkIAEJ1I2AIq5uLW59JSABCUhAAhKoBAFFXCWa0UpIQAISkIAEJFA3Aoq4urW49ZWABCQgAQlIoBIEFHGVaEYrIQEJSEACEpBA3Qgo4urW4tZXAhKQgAQkIIFKEFDEVaIZrYQEJCABCUhAAnUjoIirW4tbXwlIQAISkIAEKkFAEVeJZrQSEpCABCQgAQnUjYAirm4tbn0lIAEJSEACEqgEAUVcJZrRSkhAAhKQgAQkUDcCiri6tbj1lYAEJCABCUigEgQUcZVoRishAQlIQAISkEDdCCji6tbi1lcCEpCABCQggUoQUMRVohmthAQkIAEJSEACdSOgiKtbi1tfCUhAAhKQgAQqQUARV4lmtBISkIAEJCABCdSNgCKubi1ufSUgAQlIQAISqAQBRVwlmtFKSEACEpCABCRQNwKKuLq1uPWVgAQkIAEJSKASBBRxlWhGKyEBCUhAAhKQQN0IKOLq1uLWVwISkIAEJCCBShBQxFWiGa2EBCQgAQlIQAJ1I6CIq1uLW18JSEACEpCABCpBQBFXiWa0EhKQgAQkIAEJ1I2AIq5uLW59JSABCUhAAhKoBAFFXCWa0UpIQAISkIAEJFA3Aoq4urW49ZWABCQgAQlIoBIEFHGVaEYrIQEJSEACEpBA3Qgo4urW4tZXAhKQgAQkIIFKEFDEVaIZrYQEJCABCUhAAnUjoIirW4tbXwlIQAISkIAEKkFAEVeJZrQSEpCABCQgAQnUjYAirm4tbn0lIAEJSEACEqgEgVuuX79+vRI1sRISkIAEJCABCUigRgT0xNWosa2qBCQgAQlIQALVIaCIq05bWhMJSEACEpCABGpEQBFXo8a2qhKQgAQkIAEJVIeAIq46bWlNJCABCUhAAhKoEQFFXI0a26pKQALTIXDw4ONp8+ZNaWbm9tXPvn0fSBcunJ+OQQOUSh2w/9q1ay1TUxeOHzt2tOXxcew8ffpU2r79wdWsKRsbysR11Xi/SGAAAoq4AaCZRAISkEAvBBATs7Mb0tLSUtq9+/1pZeVK9llaOpdWVlbStm1vTydOHO8lK+O0IHDq1CkFWwsu7qoPAUVcfdramkpAAhMmsGvXo2lm5s504sQn0/btO1ZLn5mZyfbNzm5MR48+ubrfLxKQgAT6IaCI64eWcSUgAQn0SICuPbxtO3bsSOvWrWuZ6tChQ2nbtvuyeETAM0f3IB+6BfHi0X3Jh+5X9sWH7s18QDASPx9IR/yIG12ieP8oK/Ii73wgXdhAHL5Tl17Ciy++2DFv8ohu0Cif/Ju7QCmvIYIbdaY7Ou+1xH7yiTq268btpaxe6mUcCRSRgCKuiK2iTRKQQOkJnD17NhNveQ9cc6XwxO3f/8GEZy7C0tLZNDs7m3W7Hjr04ZfzeDCx//Tpz2b7jx17KhM0iJ9BwvHjxxMCku5dykAchdAjv23b7s3EUaPb90rasmVLJph6KYu8EK7kjb3YnbeT34gzQnQv8z0vFBsi8j2ZcAwbdux4KBOyIeTIGwGMQCafXbt232ReL2XdlMgdEigRAUVciRpLUyUggfIQaPYs9WM5goWASMHDRF6IPURf7GeMXUPYncr29fMHkRV5ITIRkYzbI4QHcf/+/aviEoEU8buVg80hXElDXbCTD6HhUWx0J0dedDcjxkJIssUTh9AMgYsN5N1P93MvZYUNbiVQRgKKuDK2mjZLQAKlJUCXZ3QjxjbfFYiYCeFCJc+fP58JHARMPsRvPH79Bjx9+bBu3frVn1He5s1bVvfx5b771pa/5mDuB167fAg7L1y4kAkzxFlz3sRH8IXQYwuDZuG4cePGl71z3etMOb2UlbfV7xIoG4Fby2aw9kpAAhIoAwEESCtv3IULF1fN5zhjuzoFhEirEOPs6HosUgi7wqb4ffXq1XTt2tVsN12i0S0a8WJLfeKDyG0Veqlzr2WFfa3KcZ8Eik5AEVf0FtI+CUiglATwSOFRYmB9eKMGqQgeqZWVF29KGkIm77W7KVIBdoSd69evT+Hxo2uU7uF2AWHFrF7GvQ0aei1r0PxNJ4EiELA7tQitoA0SkEDlCMRYs6NHj2aepVYVbOdly8elCxEhhBjMh/h955135nev+d7KE7gmQosfiM9W5fXabUt3bD6EnZs3b866SBGdMf4uHw+PZHgl6W5FuIYAjHiMlYsZu7Gv3ZZyeimrXXr3S6AMBBRxZWglbZSABEpHAG8Ss0jp1mPmZX7cG+KNQfeNZUE2JgROuxCTChAwIcoQRgzwR+zEJIIQe1EOZRw8eLBdtm33kx9dwYjPEJnkGePV2iZ8+QBxo6s07Iw8icKEDOoRM1TZBwv2MZki4rAlTthAnuRN+ugCjS1iL+JlGbz8p5ey8vH9LoGyEVDEla3FtFcCEigNgcZg/XPZpADeLhATGVjzDOFBlyJdhs0D+JsryOxNBBueKvJA3CCM2B8huigRe8TZvv09PU9GiDxiS754seJVYXjhyL+XQJ1YwiTsREixjEkE7G6I28YadsRj0gP7YsIDZZ8+/Wwm1sIG6kXeeTtiDT68c8ePfyKKWN32UtZqZL9IoIQEbrl+/fr1EtqtyRKQgAQkIAEJSKDWBPTE1br5rbwEJCABCUhAAmUloIgra8tptwQkIAEJSEACtSagiKt181t5CUhAAu0JXLx4MT355C+1j+ARCUhgqgRcJ26q+C1cAhKQQHEJ/PIvH0u/+Zu/mV772tem973vJ4prqJZJoKYE9MTVtOGttgQkIIFuBJaXl7MoP/3T/1fCK1e08MlPfjK9+933p2eeOZmuXLlcNPO0RwJjJ6AnbuyILUACEpDAWgIIopdeeil94Qu/nS5dupiuXLmS/sk/+afpF37hibURp/gL+/7sz/5s1YJ3vON/T1/4whfT7bffsbpv2l9e85pvSwhNPq985Suzz3d/93dnS5Vs3XpP2rBhQ7rtttumbablS2BsBFxiZGxozVgCEpBASmfOPJe+8IUvpP/23343/c//+f+mP//z/5G+5Vu+Jf393/99+sY3vpEhuuWWW9LP/uzPFarLEmH00EPb09/93d+tNuPrX//69Pzzny+UMPqRH/mn6U//9E9XbYwvMP6bv/mbrCv4TW+6O330o78Sh9xKoDIE7E6tTFNaEQlIoIgEmBjAQrR//Md/nAk4bERchIDjN+8VLdqYM8RnXsBh59e+9rX0yCM7C4X53/ybf5tuvfXmTiUYE77+9a+nq1evFspmjZHAqAgo4kZF0nwkIAEJtCBw9Oix9OpXv7rFkcYuBMhTT/2ntsendeCLX/xCy6J/93d/N/3UT+1teWwaO++//4H0rd/6rW2L5tVcv/qrv9b2uAckUGYCirgyt562S0AChSfAGLKf//knsvFarYzlBfZzc3OtDk1131e+8pWW5dMN/J//82fSxz5WHGH0gQ/sa+mNQyB/6lMnC9X92xKqOyUwIAFF3IDgTCYBCUigVwLvfOc70xve8IaboiMyHn/80E37p72D8XCvetWrWprBfoTc5z73fMvj09j54z/+zvSKV6y9nTHO8Du/8zvTunVObJhGm1jmZAisPesnU6alSEACEqgNAWai3nPP27Iuv2//9m9fU+83vvGNhfTCMWs2xsOFmHvNa16THn54Z/rEJ06klZUr6eMfP76mLtP8wQzUhx5676oJzFSlm/Xtb9+Wtm59WzZ7dfWgXyRQIQLOTq1QY1oVCUigWASefnoxHT78RJqffyTt2bOQiYkdOx7MJjXghfvSl84WasmOoPfLv/xUOn36VGKZjh/7sbdkux944F3p4sU/jCiF27Ikyj/+x/9rJj7vuuuu9NxzDU8ha8gdOPChtLCwN+3cOV84uzVIAsMQUMQNQ8+0EpCABFoQQFDMzz+cLl++khYXn87WK4toCIqPfvTp9OY3v7lQ3qywr912w4YfSGfOPF9I0Rk2P/rov86E8tmzv7NmHBze0Pn5nZnX88CBx9Yci7RuJVBGAnanlrHVtFkCEigsAZbmmJt7UyZ2ED0sOJsPiIh3vOPH08GDxRsLl7ez+fvc3KbCd0syy7dZwFEP2oC24K0OeBR9u0Nz6/q7rAT0xJW15bRbAhIoFAG8b3Sd0n13+PCRrCuyUAYOaQxdw3i0qFuZA57QqrZRmdtF2wcjcPMKiYPlYyoJSEACtSWAuNm7d0/WTVf0LsdBG+muuzakxcXFQZMXJh2eUDxzCwt70vz8pWysYmGM0xAJ9EnA7tQ+gRldAhKQQJ7AkSOH0733bs1mQ548+ZlCjxnL293vd9ay++pXr2TvfO03bdHiM3OVtjp58mQ2Vg4vqkECZSSgiCtjq2mzBCQwdQIxvooxcM8+e6YWMx/vvvvutLx8bursR2FAjJN76aVr2Tg5vKkGCZSNgCKubC2mvRKQwNQJINxYf4wuRjw6zZMXpm7gmAwow+SGfqrO+nK03913z2VCjnY1SKBMBBwTV6bW0lYJSGCqBOh2YywV3qgqTl7oBpf11+g+rlpwnFzVWrQ+9dETV5+2tqYSkMAQBHgVFd43wvLylys3+7QXNHjiLl261EvU0sVxnFzpmkyDU0qKOE8DCUhAAl0I4H1i8d75+fls8V664eoYqDfeOARtFYPj5KrYqtWukyKu2u1r7SQggSEIMHmB954yVoqxU762KWXjx154oZoijlPFcXJD/MOYdOIEFHETR26BEpBAGQiwuC3dp7w/lPdw1mXyQre2gUNVZqh2qivj5PgwBrKK4wA71d1j5SHgGxvK01ZaKgEJTIBATF6ItxOwPprhBgG8k5s2zaWVlSs3dlb4G+cB711FvDKZpa5d6RVu4lJXTU9cqZtP40knPR0AACAASURBVCUggVESYKwX7z0l8OYFBdzNdG+//Y70hjfcnr2C6+aj1dvjOLnqtWmVaqSIq1JrWhcJSGBgArxTk8kLdKEtLj6tx6UDScRtlcfFNVfdcXLNRPxdFAKKuKK0hHZIQAJTIUB3GZMXLl26mHnfWGrC0JlAY1xcdSc3tKu94+TakXH/tAgo4qZF3nIlIIGpE2DyAu89ZfICs0/pKjR0J8AbDuowuaEVCdeTa0XFfdMi4MSGaZG3XAlIYGoEmLxA1+nly1eyrlM8S4b+CGzY8AOZ57KuwjfOIbZPPHHE2cv9nT7GHhEBPXEjAmk2EpBAOQiw5huTFxAfTF5QwA3WblV7j2q/FGKcHF7cBx54V7aWYL95GF8CwxJQxA1L0PQSkEApCMTSIaz7xVIRLhcxXLPVdVxcM7U9exayc8n15JrJ+HsSBBRxk6BsGRKQwFQJMHmBhXtZ46yu7z0ddQM0xsXVb3JDK44xphIvL2vK8cBgkMAkCCjiJkHZMiQggakRYLV9Ji/w3lMmL7hY62iagmVGvvrVKwqWl3HimeT8ItC9yoODQQLjJqCIGzdh85eABKZCAK9bjFV69tkzvvd0DK1w991313aWaiucPCCwxqDj5FrRcd84CCjixkHVPCUggakSeOaZk1n36V13bfC9p2NsibpPbmiH1nFy7ci4f9QEFHGjJmp+EpDA1Ag0ln3YmXj7wuLiR7O3L0zNmBoUfNddd2WLJNegqn1X0XFyfSMzwQAEFHEDQDOJBCRQPAK895TJCwQmL/je0/G3EZ64F154YfwFlbQEx8mVtOFKZLYirkSNpakSkEBrAkxeYPFeJi/43tPWjMaxlzFgeOMQ0IbWBBwn15qLe0dD4JUHDhw4MJqszEUCEpDAZAkwA/B973sofeUrf5KeeeYz6cd+7C2TNcDS0p/8yZ+kP//z/6Hns8u5gGf4+77v+xLryf3t3/6tvLrw8nBvBPTE9cbJWBKQQMEI8N5TZp8y9ui55573vadTap/Gor/nplR6uYp1nFy52qsM1iriytBK2igBCawSiMkLi4uL2eQFZgIapkcAD5NrovXO33FyvbMyZncCirjujIwhAQkUhABjr3jvKYH3njp5YfoNwztob7ttnUKuj6ZwnFwfsIzakcCtHY96UAISkEABCOB9O3z4icT6b7zzlG4pQ3EIIKZfeGE54WUy9E4ALzITQxgnNz9/KelV7p2dMRsE9MR5JkhAAoUmQFcdY98uXbqYed8UcMVrrsa4OGeoDtIyjpMbhJppgoAiLki4lYAECkeAyQu89zRudHTdGYpH4O67HRc3TKs4Tm4YevVOq4ird/tbewkUkkC895TJC7z31G6mQjbTqlGIkJdeupZoN8NgBBwnNxi3uqdSxNX9DLD+EigYgTNnnlt97ymTFxxnVbAGamOO71FtA6bP3TywMO6TcXIsYm2QQCcCirhOdDwmAQlMjACTF7hx8eEmduDAYwnvhKEcBBwXN7p2iuEDPNDMz+9M/G8YJNCKgCKuFRX3SUACEyXA5AXee0p3HO89dfLCRPGPpDDGxTH5xDAaAo6TGw3HqueiiKt6C1s/CRScAF1GzD7lvacnT35G71vB26udeSwzcunSJb1G7QANsN9xcgNAq1kS351aswa3uhIoCoHG5IX7s/eeLi5+VO9bURpmCDuWl8+l173uddk7QofIxqRNBBDIvne1CYo/MwJ64jwRJCCBiRNg0V66T+mC472nTl6YeBOMpUAnN4wFa5ap4+TGx7bMOSviytx62i6BkhGI954eOPCh7L2nTF4wVIcAbx9wXNz42tNxcuNjW9acFXFlbTntlkDJCPDeU7xvBCYv+N7TkjVgD+biiXvhhRd6iGmUQQk4Tm5QctVMp4irZrtaKwkUigCet/n5h9PCwkJaXHzayQuFap3RGYPAwBuHYDeMl4DryY2Xb1lyV8SVpaW0UwIlJMDSIffc87bs5egs3Hv//Q+UsBaa3A8Bxjm+8IIirh9mg8Z1nNyg5KqTThFXnba0JhIoFAHee8rSIdxomLzge08L1TxjM6ax6O+5seVvxmsJOE5uLY+6/VLE1a3Fra8ExkyAyQuIN957ytIhvvd0zMALlj1jHfHAGiZHwHFyk2NdtJIUcUVrEe2RQIkJ8Jqgubk3ZV43uk+dvFDixhzQdDyut922TiE3IL9hkjlObhh65UyriCtnu2m1BApFAO8bkxfivae8+xTvgKGeBBDvjoubTts7Tm463KdVqiJuWuQtVwIVIUDXGd2nrA+G942biKHeBBrj4pzcMK2zwHFy0yI/+XIVcZNnbokSqAwB3nt6771bs1mnvPfUyQuVadqhKsIMVcfFDYVw6MSOkxsaYSkyuLUUVmqkBCRQKAK895SuU7pRn332jK/NKlTrTN8YPEEvvXQtcZ4o7KfbHoyTY+0+/l/n5y850Wi6zTHy0vXEjRypGUqg2gS4MfPmhbvu2pDwvnHDNkigmYDvUW0mMr3fjpObHvtxl3zL9evXr4+7EPOXgASqQwDv2+XLlxVv1WnSsdSE7tR1627TEzcWuoNlyv8uHjkexJ544oj/w4NhLFQqRVyhmkNjJCABCUhAAuMlwFjWxcWPJGaROxFpvKzHnbsibtyEzV8CEpCABCRQMAKs6dgYJ/eI4+QK1jb9mKOI64eWcSUgAQlIQAIVIUCX9969e7Iub9d2LGejOrGhnO2m1RKQgAQkIIGhCDSvJ8dYOUO5CCjiytVeWisBCUhAAhIYGYFYT+7++x8YWZ5mNDkCirjJsbakChLYtevRNDNze8fPhQvnh675yspK2r79wZTPa3Z2Q6J8Qz0IHDt2NDvPlpbO3lThzZs3ZceI0xw4bzhXJhG2bXt74hPBczRIFH+7c+f8TTOJOZ/i3Irr3L59H0hcj8YR4hyP65znT3fKirjujIwhga4ELly4mFZWrrT8zM5u7Jq+W4TTp0+lVjfvbuk8Xh0Cs7OzWWUuXLiwplLcUPmsW7cunT17s8DjhjiKc3BNof6oPAHE//Hjn0j7939w9bq2tHQuO9e2bbt3LEJu167dWVmer72fXoq43lkZUwISkMDUCGzevKWlUAtxv23bfWs8tRjKsWvXrqUtW7ZMzW4LLh8Bzhs+u3e/P3FeRZiZmUn79+/PzqmjR5+M3W6nSEARN0X4Fl0/As3dE3QX5LvA8LjRbXHw4OOrXbR850OgqyrfhcoNOt+ly3HyINDt0dyNxj7yP3HieBaHP1ys2Rfp8NzwFB7dJ3Sn9GIjdlB+dImQnrTkS3nRLYNN+fJXDfFLVwJ4KFZWXlwTD+8bAm/Hjh3ZzTXPNrx2+Rsx7UMbRPvSbs3dY+RBW0Yczoc4P6JwzpN8HM6tboHzNc7ByDvO7UiLbflznP2UTfywAXvz5z3HWpWf/z8iTv48jvLc3kyAdiLENh+jcQ5eSYcOfTjbHW0D2/x1g+/N51Vze+SvV2QW147oTs2X6/fWBBRxrbm4VwIjJ8AFiotYvnuCJ132xc0pCuU3XRd8dux4KEvDsdOnP5uOHXsqomUCjG606MrlOzczLr4bN27Mtoi0CPH9/Pkb4/QQAaTjRs9Fl4svIbqIKR8bm2+AzTY20pzPuvRu2LM+u9keP348nTjxqcxOBAc2Nl/gw0a37Qncd1+jjfLsaFM8bdxc8ZQ0ty37+BDgnj8Ho3ts+/b3rN6wEXDEo/s22pG0iKY4f0LA5c89bOp28+XcIg/OY/LmXKa8OOfa13ztkRCeYR/5cT5idwTyJG/KiLLwHuXjRFy3awnwP8o5w7kCLzh2C7BtnJ9XXm7fF9eIcdosrhnRbvnrVbf8Pd6agCKuNRf31oQA6yTNzd295hMegubt8vJyWyp5z0Y+HReuCIwvQSjlvSLbt+/IDudvvOyIi2j+Bhz55Lccjydi9nMRRcBxoyRvLpKnTjU8c9xk+XCzj5sxabiwUh6BizaBGx9pCYxTwWYu0vkn83Y2NttDHnTBhJDAY0TI25Dt8E9XAtFOwY4tbbJ58+YsLcfjGDsQVZGG79yMac847xrnz6HsvIjuMbacI/l2PHHiky/f1A9m5Rw9ejQ7P9gfIX/OxL78locAbOAhhvwJnFc8yGAz52EvgfqST4wRJA358dARNlNP8sx3B0ZZHCO9oT0B/vdpT84deCHkuK7hOeMakb8ORC7wjfOK9iAtnInLdYf25YEwrgOkC+9x/pyN/Nz2RuDW3qIZSwLVJMC7Hb/61StdK/fGN74xzc3NtY3HDSRET7tIeD0I3MyuXr2afecC2SrceeedrXbftC9uhnGg2QaOxwWSLce5cHJR5sJKYMvNjkAc0jTng6eHizCfONbKRo7lL9JZpimtpuF3pG91I4j4blsTgC0fRD83TLpL+R3nAe3EOUWb0u0KYzyyhKWlpWzbPD6OtORB24anb//+h24yIG7o5B3nST4S7Upe7doVm4nDzT4f+I0wwCPcfCwfL76TB7ZgL3XBHoRpPsRDUXN+IXZhEczy6fx+gwB8EOm0ZzzAhQBmy7E8w+brQfyfkyPnF9438ooHRb63u/7dsMJv3QjoietGyOOVJnD77Xekhx/e2bGOr371q9Ov/uqvdYzTy0FuOjzN5p9kedodZ4ibHDc6bmxcdLkBErgRhyjjZsdFlU/+4hu2xT6OG6ZLgPaj7Qh4d6M9+U070lYcR+DxPYRMPDhEW+ZrsW7d+qztOU/ahUh37VrjASR+5+O32hfH2+Udafo5txAQiFg8gvw/8X9F9ynnMyHyinGY4R3Hk0QIFtkP/3QkQPvgPcXLiRDjO3z37dvXMV3zQdopPx6WfMNz2hzX370T0BPXOytjVpTAwsLe9PGPfyz93d/93U01fOUrX5l+/uefuGn9pJsi9rAD7xciivE7Edrd2OL4sFtu4Fw8uanzie6M8OZQPjbFjZRt3ADzZcc+0hmmSyC8bbQn7dfKsxaeqHzbrl+/PjM82jJfC4TZzMydmcckvz//PdIRjxC/W8XJ74vvDW/M2kkZ+Xz6PbcQExHwbiNo+R9D1Mb53IuHPPJwe4MAgpiuUPg1B7yeeE05/1qdA83x+U1c2oi0+XbTE9eKVn/79MT1x8vYFSRw+fLl9LrXva5lzd7ylremd77znS2P9bMzxoZEd06kHffYHG6MfBgX1xBsjbXGwptD+XkRwP6wNWxky0WbgCgwTJdAeNtiXFp42sIq2pObJp+1bdsYNxdtGfFp7zg3aN84X+J4bMmPYwgkymx1nrCvXYiJNuEti3jxO98d1ywOsK9TQBzwgEI6upFvdCHfmNRDesrCKxdldsqzzsc4b2DZjhOM8w8I3VjFLOlol4j/4os3i/o45rY3Aoq43jgZq4IEeE/gwsKe9MAD70rveMePJ7pN84Gb1S/+4n/M7xr4e9wcuSjGDYnveMkIzTet5oLCs0DaSN8cp91vbm7cgMkjut64mJIP5eZFQDwlMyEjbOIJGls5xk3cMH0CnE+0KdvmQHvSdrRv8+B/uiBpz/CAEIduMdo12p7xkYgxvFoR8MwQN7q/YgxlfuIOceKciXT5LUILeznnQ+xxXjHeivMyBsXHg0RznMiLMuiWo7wI2MaDCvnzIa8oizII5EfZ5J8/5yMPtzcI0FZw4hzgfIkAe9oc3kxW6jXEwyuz1COQb+Td6byJ+G5bE1DEtebi3goTeOmllzLxtmlTY6LC8vKXsxvYv//3H0p0n0b41KdOJt4r2EtoNzs1xsCRR2P23vrV9dLwpET3ZjyptiuLmw4XVS6g+Rtnu/j5/XEj56YWgbwI7MsLM77HjMOoU6zazoXdUAwC4WFjIkJzoA0R7HnRHnEQYYg1xAznZmPMGG3+qSw+8RBAxGtMmmi8Uo79MVuR7/nzJMabUV43ccS51RBRjTXoOJcpL8458qbsfBxu/CEaOU45ET/KvlGPG7NlGbaAPZRBPMbDkW+kJS9DewJwgjv//8GZawIBtnENaZ/DjSNcZxrn1PnVvPAIx4ODHrkbrPr9dsv169ev95vI+BIoIwHE29NPL6bFxY+krVvvSQsLCzeNdduw4QfSX/zFX6RHH921eoEpY121WQISkIAEqk9AEVf9NraGKaUjRw5n4m3Dhg3pQx96LLFtFX7jN34j/fqvfyZ9/OM33P6t4rlPAhKQgAQkMG0Cirhpt4Dlj5XAM8+cTIcPH0533HF72rNnb8e13sZqiJlLQAISkIAERkzAJUZGDNTsikHgzJnn0oEDBzJj2NJ9apCABCQgAQlUiYAirkqtaV0Sr8Y6cuSJdPnylWzM2/33P1BYKsyOxV4EZq8TKApbGQ2TgAQkIIGJE1DETRy5BY6DQIg33oU6P/9IOnlyYRzFDJ0n9tHF+9xzz6avfe1rWX533bWh7Ri9oQtsyqCxNMMOJ200cfGnBCQggTIScExcGVtNm1cJ4M1izBvdp4i3nTvnC+fVwrZPf/rT6ctffiH91V/9Vfr7v//7Vftf+9rXposX/3D19zi/fOxjv5b+3b/76fSqV70q/d7v/ffCcRpn3c1bAhKQQBUJuE5cFVu1BnWKhXpZ642uSNZ627NnoVDC5N3vvj997/f+L2n37l3p85//XPr617++RsDRTPfe23iX4ySa7MMfPpRYUeib3/xmevLJX5pEkZZRcQL8H/7UT+1NzOo2SEACkyegiJs8c0scggBrvbFcyNatb8tyOXduOR048FihxFtU77u+67sywdTqnazEufXWW9NP/uRPRvSxbvHC/eVf/mVWxje+8Y1svTxYGiTQLwHOG4YEvOUtb04/+qNb0smTn05f+9pX+83G+DUgwDAXhpAYxkfA7tTxsTXnERLgxhEL9bLG2+HDR25aqHeExY0sq4cf/lfpt3/7t27ywFHA61//+vTCC787srI6ZcQixngCIyAgH3nkXzs2LoC47UqAm/ETT/xC+uIXv5A9nMSwAN5ycurUZyc2rrOroUYoDAHe9PC93/u96bd/+4uFsalqhuiJq1qLVrA+PPXjeVtePpcWFz+aTp78TCkEHE3x0Y/+SnrLW96abrnllpta5r3vfd9N+8axI++Fi/z1xgUJt50I8PBE1/vdd/9Iuu++t2fDAvAsh4Aj7bd927cp4DpBrOkxrjsEXqmFR84wHgKKuPFwNdcREEC8zc3dnU1cwPOGeJuba7zvdATZTyQLboKveMUr0mte8+1r3stK4ZMScYyFYxxcc3BsXDMRfzcT4MGJ84eZ1Hnhlo/3wz/8w/mffpdARoDzhsAD4wc/uE8qYyKgiBsTWLMdnABPbQ888K5MvPF+0+XlF0on3qg9Ao56MPj7c5/7XPqH//D1q1B+6Id+aCLj+Fp54cIIvXFBwm07Aqxh+HM/9x9uegCJ+HTL/4t/8Y746VYCGQGuO3/913+9SkNv3CqKkX9RxI0cqRkOSiDE2/z8w9kCuIi3Ii/W26meIeBYAw4P4hvecHt67rkz2Tg40k3bCxe20zX28Y9/LH66lcBNBN73vp9Ijz32MzftZwcPAr4NpSWaWu/EC8e5EUFvXJAY/dbFfkfP1Bz7JNC81hvj3sr8BoO8gKMbOAJ1ev75z6ef+ZnHJiZO8ZL8zd/8TZiQPvOZZ9K73nX/6m++fP/3f/+a3/6QQDMBhNznPvd8+tKXvpQtUxPHmZxT5v/VqIfb0RFo9sJFzuGNK9uQmLC/qFtnpxa1ZWpgV4g3hMXDD+9MCwt7S39DoE7z8zsTHri8gCtKczJbbGXlSlHM0Y6SEFhY2JMuXbqYfuZnfjY9+OB7Uiybw/8tS/wYJBAEmmfCx362zlTN0xjNd7tTR8PRXPoggKeKtd5YqJdQ5LXe+qhWth4Ss2iLKuD6qYtxJRAEDhz4UCbgGBbwIz/ypvRf/sup9B3f8R3Z4bIOd4i6uR0tgXZeuCglvHHx2+3wBOxOHZ6hOfRIAPEWa73NzW3KxNvtt9/RY+piR2MNLSYx8Oov3hxhkEAVCDBDnA8CLrpNWafx7NnfSYcPP+HSIlVo5BHWARHHuoEsO0Pgmh/nDb8Z2vHzP/9/p1//dd/wMSrsdqeOiqT5dCTAjYAnem4Ae/bsLeVs03YVDAFHt1LRPRN2p7ZrRfc3E4j/WQQc/7cGCXQjwHCSy5dvDNfg1YOf/vQza5LdccftpVnnc43hBf2hJ66gDVMVs7gR8IL6detuyxbqrdqg1jIJuKqcU9Zj/ASYKb5370J2A1bAjZ93VUqgZ6W5d6Vq1/yitZUirmgtUhF7uAk89tiH0rVrLyXWeiu6h2oQ7AhUbnRPPHG4kvUbhIlpyk+ABxOW+eG89gZc/va0BtUmoIirdvtOvHaItyNHnsgG+Zehe3FQQNHVpIAblKDpikhAz3IRW0WbJNCegCKuPRuP9EGAsRAHDhzI3m/K4P6yr/XWqeoh4Bwr1ImSx8pGgEHoLI+D17yKnvOytYf2SqAXAi4x0gsl47QlgHhjDSmWC2HszPLyl7PZmfkZSW0Tl/CAAq6EjabJXQkg4JhdTfep6751xWUECRSGgJ64wjRFuQyJ5UJY7403ALDWW/OA1nLVqLu1zK5FxOmB687KGOUhEALO9Q3L02ZaKoEgoIgLEm57IhDibXHxI9k7E+sg3gCDt/HMmecUcD2dJUYqEwEeTgh64MrUatoqgQYBRZxnQs8EWKg3FvhkzFtdZq7FK4foKq5qN3HPJ4ERK0Ugzu38Yr6VqqCVkUDFCSjiKt7Ao6geXYis9cYijXUSb7DzJjeKM8g8ikgADxyzyc+ced6HkyI2kDZJoAcCirgeINU1Chd4RAyhqmu9tWtbuo2pOxM39FK0o+T+shLgwSzGd+pdLmsrarcEUlLEeRbcRCDWeuP1KXUTb8CIgd58V8DddHq4o+QEEG944ZygU/KG1HwJpJRcYsTTYJUAXqfGS9wfTrygnm6Wuq0XFQKOmXoKuNVTwy8VIcBivrxlhGERvk6rIo1qNWpNQE9crZu/UXnEG2PemH1Z9YV6OzV3XsAdPnykU1SPSaB0BOJtDL5Oq3RNp8ESaEtAT1xbNNU/gGihW4WFegl43vbsWajlIOfwQrpWVvXP+zrWMARclV+FV8d2tc4SUMTV8BxAvLFI79zcm7LxX6z1huep6ov1tmtqbnBbt74tKeDaEXJ/mQnw/7537x5fp1XmRtR2CbQhYHdqGzBV3Y14Y6FexsPUbbmQVm0aHgq6kfFCGiRQJQL5IQIu5lullrUuEmgQUMTV5Eyo81pv7Zo4BJxdTO0Iub/sBJiopIe57K2o/RJoT0AR155NJY4wWeHAgQNZXdhu3XpPJeo1bCUUcMMSNH3RCcQaj3rgit5S2ieBwQko4gZnV+iUdV/rrVPj4JVkmQVm6dVtCZVOXDxWHQK+aaQ6bWlNJNCJgCKuE50SHsPD9NhjH0psGed18qTjvPLNqIDL0/B7FQkw7hUPvO/6rWLrWicJrCWgiFvLo7S/XOute9PFSvXPPnvGhU674zJGCQlwjjNxyYWqS9h4miyBAQi4xMgA0IqUhNlndJ3EWm88fdd1rbdO7RICzlcNdaLksTIT8Bwvc+tpuwQGI6AnbjBuU0+FeHv66cXsqZvJCqz1Vtd13ro1Bgsac4NTwHUj5fGyEmD4BOM8P/KRRb3MZW1E7ZbAAAQUcQNAm3aS/FpvCpPOrYGXkvFBcurMyaPlJRAzrZmo4+zz8rajlktgEAKKuEGoTSkN3iTecXrHHbe7UG8PbRAz9HidmF7KHoAZpXQEQsC51mHpmk6DJTASAoq4kWAcbyYh3ijFtd56Yx0CDg/cbbfd1lsiY0mgRATidVp431wqp0QNp6kSGCEBRdwIYY46K9d6659oTPRgtq4Crn9+pigHAc5z38ZQjrbSSgmMk4Aibpx0B8w7xBtdJQsLe9POnfMD5lSvZHFjo9YKuHq1fd1qi4BjiMDhw0fqVnXrKwEJ5Ai4xEgOxrS/4j2iG3B+/uE0N7cpW6xTAddbq4SA48amgOuNmbHKSYBrBEEBV87202oJjJKAnrhR0hwwr1io9zOfeSY9/PBOV1rvk2MIOF/03Sc4o5eOgGM9S9dkGiyBsRJQxI0Vb+fMER+u9daZUbejCrhuhDxeFQJcK3ydVlVa03pIYDQEFHGj4dhXLnnxtmHDhuQSGH3hW40cyyswO8+upVUsfqkggcYM9SccKlDBtrVKEhiGgCJuGHoDpI3lQlzrbQB4uSQh4FhagTWyDBKoKgGuGbx1hLGePPQZJCABCQQBRVyQGPM2xBvF4DWam5sbc4nVzT4EnAucVreNrVmDAOc6Ao5rhgLOs0ICEmgmoIhrJjLi37FcyOXLV9LCwoKLcg7JVwE3JECTl4ZA/lz3dVqlaTYNlcBECbjEyJhwI95Yy4nlQujyW15+QQE3JGu8mTDVAzckSJMXngAz1j3XC99MGiiBqRPQEzfiJuDiy6uxlpfPpfn5R7J3nPrap+EhI+D27l1IvOTbVwwNz9McikuAiU/z8zuzl9l7rhe3nbRMAkUgoIgbUSvk13rbs2chG8OieBsN3BjY/eyzZxwXNBqk5lJQAi6ZU9CG0SwJFJSA3alDNgwX3SNHDqdNmxoTFc6dW06IOAXckGBfTh4Czpl5o+FpLsUmwPALrh0umVPsdtI6CRSFgJ64AVsiv9Ybr8hCvPHKJ8PoCCCOFxc/4tIKo0NqTgUmwNsYuK7wwGKQgAQk0AsBRVwvlJrihHeIKf+Lix91uZAmPqP4yQ2N1en1wI2CpnkUnYCv0yp6C2mfBIpJQBHXR7sg3g4fPpzWrbtN8dYHt36jxg3NN1n0S874ZSQQr9PifHcYRhlbUJslMD0Cirge2LNcyGOPfShdu/aSa731wGuYKCHg8MB5QxuGpGnLQKDxYNh4nZbDMcrQYtoogWIRUMR1aI9YqLexavpjLm3RgdWwhxgLxMr0ly5dzLpQFXDDEjV90QnEO/jp9AAAIABJREFUsAyHDBS9pbRPAsUloIhr0TYsF4JHCPHmWm8tAI14FwKOhU0JeuBGDNfsCkmg8WD4oWzhal+nVcgm0igJlIKAS4zkminE29atb0vMOF1e/rLLheT4jONrCDi6khRw4yBsnkUjkH+dlov5Fq11tEcC5SKgiEspm9ZPV16s9cYAY9d6G/+JHALurruY5fu0Y+DGj9wSpkyAB0W8zgsLex2eMeW2sHgJVIFA7UUcy1jMzb0pE3Ks9cYimw4wHv+pnRdwLmw6ft6WMH0CnPPxOq2dO+enb5AWSEACpSdQ+zFxrvU2+XM4upO2br3Hleknj98Sp0DAh5YpQLdICdSAQO1FHF43PW+TO9NDwDEW6MCBxyZXsCVJYIoEmCjl67Sm2AAWLYGKEqi9iKtouxayWiHgEG8O6C5kE2nUGAgg4BgLx8QdgwQkIIFREqj9mLhRwjSvzgQa62Ip4DpT8miVCLh4dZVa07pIoHgE9MQVr00qa5Hdp5VtWivWggAPLUyc8nVaLeC4SwISGAmBsXviTp8+lWZmbm/52b79wXThwvmRVKQ5k337PpCOHTvavHug37t2PZpmZzcMlLaIiahLuzZh/6i49Vt37IK1QQJlJ5B/G4NjbsvemtovgeISmJgnbv/+D6Zdu3avkrh27Vp2w0bILS2dS+vWrVs9NuwXhOGJE8cTZY4iHDv21CiyKVQes7Mb0+nTny2UTRcuXCyUPRojgUEI4H1j3UlfpzUIPdNIQAL9EBi7J66dMYi23bt3J8QcgssgAQlIoOwEmLzDODiGDvg6rbK3pvZLoPgEpibi8mhmZmZWf66srGQeunx3H9469ucD3bTsj3h8RxCyf9u2t2dRDx58fE03aKs0+e7ciE9XbORLmlbdqcSNOGwpk7hVCq26N6kj9Y26BgeEOAyCCQzzITyvcZz2Cs7RBq3Ky+fhdwkUmYCzr4vcOtomgWoSmJqIQ5QdPXo0bd++I23bdt8q3e3b35OJsZWVK4kPXa0hACLS0tLZ1bFTEWdl5cVM1JFXdBPSnRpddM1pSEdoFoiUhW0cpxs1b1uUj6hDxGAb8fjgWUSUkL6O4fjx4+nQoUMZi0OHPpx5VxF4EYJzMNuyZYse2IDjtvQEYjHf+flHXD6n9K1pBSRQHgITE3HhsQlPzObNmxLCKi968OYgoPbv379KEC/d5s2bswkQERfxR0AsEIizY8dDWRzybBUaXp+ZdOLEJ1cP8x3xlRcbHLzvvoaobCXgsA8BR3l5D+KOHTuyurQrf7XQgnzB+xVtkd8OOqmB+jPOjoAwh83S0lL2m3alPLrPgxnjIyN+QZBohgQGIhACjjeQ8M5lgwQkIIFJEZjaxAYqGB4tRBReM27+fLjhh7C6cOFCJvbyQBoCZGZVEDTy2r06cYLj+dDwrK1keef38x0h0Sy8Zmdnm6Ot/kaE4HlDUIaNfC/buL5RT2xoZrZu3fpVZufPn8/EcrMoRiw3t9VqotwXbpIvvXTNN2vkmPi1GARCwN111wZfIVeMJtEKCdSKwMQ8ca2o0l2JJyzGVxGHbjfGVoUXh2635lmtiKa8SGiVd37ftWtXs58IrbzXie+UTX58eg2IN8ZvhXCjDuEV7DWPOsXrh20rLjt3/qu0adNcuvvuH0lPPvlL2er3reK5TwKTJsAkBsLhw0cmXbTlSUACEkgT88R1Yh03ebry8Io1j0XLD5JHMPEJYdYp3zgWgg8xOOyyIw37jmbCMp9XCLoo0+0NAo32aghlvvcbdu16f/ryl7+cvva1r6UPf/hQ9nn961+f3vve96V3vOMdeuj6BWr8kRDwdVojwWgmEpDAEASm6omjmxMBF2Oj6HYjbN68ZU2V6FLNB+JHF2nsDy9bqzFddIHmx2hFGrZ4/fj0GsKWjRsb478i3YsvvhhfK7UNgR2Vgnu/IVg1d1ufPdt6/GJz/m9961vT6173ujW7Q9D96I9u0UO3how/JkHA12lNgrJlSEAC3QhMVcSFh40B74S42R89+uSq3Yybi3FTISgifqRnP7MjEWqMqQvP29WrV1eXJtm9+/1ZPuQXgfTknZ9IEcfabZlkQaC8CAjHEI9hYxwr8xYxDZ/gT9dzvm16rRttgvBmQkqIwPC69prHww/vbBn1G9/4xqqHbu9eB5W3hOTOkRKI12k98cSRdNttt400bzOTgAQk0A+BiYk4xpE1j0fDULpOw/NGdycfbvARl+636LYMMUF80hGIx/g04p048alsG2KOfJgFi7BCSJCG75E3XrV8+b2AQ4ww/g1bIh88SmFjlTxy1BPWsf4bwhUxPEhgJjDtQnvADWa0CWFm5s6uWdJteuut7Xv/6V79yEee7pqPESQwDIH867RczHcYkqaVgARGQeCW69evXx9FRuYhgX4J4AnFuxdr+XVLz8QGulGbAwLu+ec/r1ekGUyL3whoZlcb+ifA67QeeWQ+PfvsGd/G0D8+U9SQgNeb8Tf6xDxx46+KJRSVQHhW85M/EG98+vHsMZGhOaxfv14B1wzF3yMnEK/TeuKJwwq4kdM1QwlIYFACeuIGJWe6vggg5BhPF2MG6VplweT88jHdMrxy5XK21EjEY7LDX//1/5f27t2bdu6cj91uOxDwybgDnDaHfJ1WGzDulkAXAl5vugAawWFF3AggmsXkCESXanShXr58OT3wwLsSq+W7Vlf3dvCi2p1RPgaL+W7d+rb0wAMP+DaGPBi/S6AHAl5veoA0ZBS7U4cEaPLJEqBL9fbb71jtQmVw+cmTn0mMV4qFVydrkaVVlUC8jWFubk4BV9VGtl4SKDkBPXElb0DNbxCILi89cp3PCJ+MO/OJoyHgfJ1WEHErgf4JeL3pn1m/KWrriVteXk58uPkbyk9Aj1z527BINThw4EOZOXbRF6lVtEUCEmgm0H7hreaYJfv9L//lT6Tf+q3/2tbq17zmNdmxv/zLv3TJhbaUynUghBxj5BYWfJ9luVqvONbm38ZQHKu0RAISkMDNBCrrifu5n/u5jovDIt74vPnNb76ZintKSyCEnGPkStuEUzUcD9ylSxezcZa+jWGqTWHhEpBADwQqK+IY/H78+Cc7CjneAHDw4KEeMBmlTARCyNFd7mSHMrXcdG3lbQx8fJ3WdNvB0iUggd4JVFbEgYBZZXv3/lR6xStaV3N2djab6dg7LmOWhQBC7syZ5zOvikKuLK02PTt9ndb02FuyBCQwOIHW6mbw/AqX8v3v/z/TW9/6v91k1y233JL+6I/+KNF9wiKyhuoRoDuM5UfoHlPIVa99R1UjPLZ79y6kxcWP+jaGUUE1HwlIYCIEKi/ioPiLv/gfE4vD5sP3fM/3pM9//r8mlhLYtGkuu8kr5vKEqvFdIVeNdhxXLZidPj//cOJ1WnjuDRKQgATKRKAWIo4b+dNP/0p61atelbUNY+Eef/xQ1pXKEgLnzi1n+0PM8WRuqA4BhVx12nKUNYm1BQ8ceCzdf/8Do8zavCQgAQlMhEAtRBwkGSN19OixDOprX/vaNU/dTIJAzP3BH1xKd9xxR/ZkzjIVirmJnIMTKUQhNxHMpSkED/z8/M5MvCngStNsGioBCTQRqN0bGz72sV9L/+gfvXGNiGtiknWxPv30Yjp58mS6447bvdA3Ayrx77qvxO8K6in7/+YhzbcxlPgfWdNLQcDrzfibqXYirl+kzFo7fPhwlmxhYcFul34BFjB+nYVc3S+qdW77Av4ralLFCdT9ejOJ5lXE9UgZMYd37to1umHmMzFHF52hnATqejOv+0U1/zYG/3/L+b+r1eUhUPfrzSRaqjZj4oaFybiZ5557Phs7x9sA5ubelI4cOZx1zQybt+knT8AxcpNnPu0SFXDTbgHLl4AERk1AEdcnUZYhYO0x1pRidhtizrXm+oRYkOgKuYI0xATM4H+UiUr87+qBmwBwi5CABCZCQBE3IGbE3OLi09lbAeiai+VJXGtuQKBTSqaQmxL4CRbLUAg+/L8q4CYI3qIkIIGxE1DEDYk4lieJtea2bn1btnCwy5MMCXaCyRVyE4Q94aIQb3jh8MCxzJBBAhKQQJUIKOJG1Joh5paXv+xacyNiOslsFHKTpD2Zshju4Ou0JsPaUiQggekQUMSNmDtiYM+ehYSYm5vblHnlWJMKj4Ch2AQUcsVun36si7cx+DqtfqgZVwISKBsBlxiZQIsh4FxrbgKgR1RElZcfqcOU/xBwvk5rRP8QZiOBAQnU4XozIJqRJVPEjQxl94wQc641151TEWJUVchV/aIa7Xb33XMJEWeQgASmR6Dq15vpkb1Rst2pN1iM/ZtrzY0d8cgKsGt1ZCgnllEIOF6npYCbGHYLkoAEpkhAETcF+K3WmmMhUpcnmUJjdChSIdcBTgEP+T7UAjaKJklAAmMloIgbK97OmefXmiOma8115jWNo3khd889b/MNHdNohB7K5CGIoAeuB1hGkYAEKkNAEVeApozlSfJrzc3P78xWmC+AebU3IYQcIPD20G1nKA4BX6dVnLbQEglIYLIEFHGT5d2xtBBzLE/CwqTz8w9nosGFgztim8hBhdxEMPddCO8v5l3Gvk6rb3QmkIAEKkBAEVfARkQwNK81R1eea81Nt7EUctPl31w6/w+Lix9RwDWD8bcEJFAbAi4xUpKmdq254jRUzILEorJ5gKoy5Z//B1+nVZz/CS2RQCsCVbnetKpbUfYp4orSEj3awc0r1pp74IEH0s6d877Uu0d2o4xWViFXhYsqi/nee+/W9JGPLKatW+8ZZbOalwQkMEICVbjejBDHWLKyO3UsWMeXaX6tueXlc2lu7k2JcUEOth8f81Y527Xaisr498XbGHidlgJu/LwtQQISKDYBRVyx26etdfm15i5fvpyJOdeaa4trLAcQcs8993xicVlnrY4F8ZpMQ8D5Oq01WPwhAQnUmIAiruSNj5g7fPhIOnPm+awmrjU3+QaFv0JuvNzxNO/duyfzvuGNNkhAAhKQQEqKuIqcBbE8CWvN4SHauvVtybXmJte4CrnxsY7xhwhlOBskIAEJSKBBQBFXsTMBMUd3k2vNTb5hFXLjYU5XdTykjKcEc5WABCRQTgKKuHK2W1er8cbFWnMMAGe8nGvNdcU2dASF3NAI12QQr9PSA7cGiz8kIAEJZARcYqRGJ4JrzU2usYv6KqgyTfkvKsPJnUWWJIFyEyjT9aaspPXElbXlBrCbAeHLyy+khYWF7O0Pc3N3uzzJABx7SaJHrhdK7eOwFqKv02rPxyMSkIAEIKCIq+F5gJjjTQMIDdeaG98JoJAbjG3DY/xE6d6GMVhtTSUBCUhgcAKKuMHZlT6la82NvwkVcv0x9nVa/fEytgQkUG8Cirh6t39We9eaG+9JoJDrjS+L+fI+VHht2LCht0TGkoAEJFBjAoq4Gjd+c9VjGQfXmmsmM/xvhVxnhvm3Mfg6rc6sPCoBCUggCCjigoTbVQKuNbeKYqRfFHKtcV65cjl7bZmv02rNx70SkIAE2hFwiZF2ZNy/SoAV8xmrtLi4mO1jdquvPlrF0/eXaS6dUbQp/76Noe/TxwQSKA2Bol1vSgOuD0MVcX3AMmrKxNzhw4czFIq5wc+IaQm5Il1UFXCDnz+mlEAZCBTpelMGXoPYqIgbhJppMjGHd46xTPPzj6SdO+ezd7aKpncC0xByRbqo8jotAsvdGCQggeoRKNL1pnp0GzVyTFxVW3bM9Yq15hYXP+pacwOyrvMYOQQsnjjOH4MEJCABCQxGQBE3GDdTvUygea25H/zBu7L3tDJY3dCdQB2F3DQ8kN1bwhgSkIAEykdAEVe+NiukxbHWHMuTEDZtmlPM9dhSdRJy8TqtxcWn7X7v8fwwmgQkIIF2BBRx7ci4fyAC+bXm7rjjjrR169uy5SOWlxvibqBMa5AohBy8GGdYxZB/nRbniUECEpCABIYjoIgbjp+p2xDgJr1nz0JaXv5ympvblObnH1bMtWEVuxFyeDQZ8F81IefrtKKV3UpAAhIYHQFnp46OpTl1IMAg9jNnnksuT9IB0suHGDMGK2Ztjvr1U9OYLZZ/G4PrC3Zvf2NIoCoEpnG9qQq7XuuhiOuVlPFGRqDRreZac52AjkvITfqiqoDr1Moek0C1CUz6elNtmq1rZ3dqay7uHSMBvDHLyy+kAwcOZOvNbdjwA+nIkcPZkhNjLLZUWdO1yjtEy9y1Gq/TWljY6xs+SnX2aawEJFAWAoq4srRUBe1EpNBl6FpzrRu3zEKO7vP5+Z2ZEGUhaIMEJCABCYyegCJu9EzNsU8CsdYcgu7y5cvJteZuACyjkPN1Wjfaz28SkIAExklAETdOuubdFwEG8SNaXGtuLTaY0CVZlq5VxvPddtttWVuurYm/JCABCUhglAQUcaOkaV4jIeBaczdjpEvywIHHCi/kEHCMhfN1Wje3oXskIAEJjJqAIm7URM1vZARca24tSiaEFFnIIeAuXbqYjXPEE2eQgAQkIIHxEnCJkfHyNfcREnCtuQbMYRbOHdeU/7DpzJnnk29jGOFJb1YSkIAEOhBQxHWA46HiEmhea46ZrnXy/oRo6ndB4HGIuEFtKe7ZpWUSkIAEykFAEVeOdtLKNgR4swEvVWdR2fn5RxJjx+oi5gYRT6MWcfCnG7VfMdmmOd0tAQlIQAJ9EFDE9QHLqMUlsLy8nI4ceWJVzN1///216NbrV8iNUsT5Nobi/j9omQQkUA8CTmyoRztXvpbNa81t2jSXeYiYKVnlMK3JDgq4Kp9V1k0CEigLAUVcWVpKO3si0G6tOURHVcOkhVws5kv3NWUbJCABCUhgOgTsTp0Od0udEAE8cc8880xaXPxIQuDt2bM34bWrYmB82m23retYv1F0pyKIX3hhORt/WEWO1kkCEpBAWQgo4srSUto5FAG8R0yACDHHBAhmtNYtjELE1Y2Z9ZWABCRQVAKKuKK2jHaNhUDd15pTxI3ltDJTCUhAAlMhoIibCnYLLQIBZnYePnw4M2VhYSHzzNVleZIi8NcGCUhAAhIYjoAibjh+pq4AgeblSeq01lwFms8qSEACQxC4du1amp3d0DaH7dt3pP37P5jWrVuXxSHu5s1b0rFjT7VNM+iBffs+kO688860a9fuQbOoXTpnp9auya1wM4FYnoSXti8vn0tzc29KR44czl7k3hzX3xKQgASqSGDbtvvSysqVNR+E2unTp9L27Q+OvcoXLpxPJ04cH3s5VStAEVe1FrU+AxMIMcf7Py9fvpzqstbcwMBMKAEJVJoAwg5PHAJraelspeta1sop4sracto9NgK8wP3w4SPp3LnlrIwQc4OsNUdXBZMJWn02b96Ujh07OrZ6tMt427a3Jz7tAhds7J2Gbe1smsR+utXvvfeexFhJgwQk0CCwfv367MuFCxdaIllZWUm7dj265hqH5479hLgGHjz4eKK7NK6FXIPw8hHYxjWJeNG9G17ASMP+ul2XMkAd/ijiOsDxUL0JhJj7gz+4lO644470wAPvyj7c7PsNs7Mb13RT0G2xY8dDiQvWJLoq+rW3TvFpz7e85c3pwQffnS5e/IN05cqVOlXfukqgI4GrV69mx2dnZ1vG2779PZlQi67YpaVz2W+EXT4gvhhXR7wLFy5m3xF1iDw8fqdPfzaLzvg7jrO/IfpmVq+du3e/P7tm2u16g6wi7gYLv0mgJQFmrO7Zs5CWl7+c5uY2pfn5hzMxx+K6wwQG73LBopvCp8thSA6WNi/evvKVr6RvfvObg2VkKglUlABiiQ8TGfg0B47hcdu/f//qoZmZmbR58+asCxYhFoH9XO8IiLn77rsvE2rtumnZT/qNGzdGFtmEB0QgXbyGBgFFnGeCBHokEGLu4sU/zF43deDAgTQ3d/dQ3W8IOS5ux49/Yo0ViDq6W6Mbgafa/AWRyM1xWnU10DVKN0Xkw5PtIKG5WwPvIXnnQ7duFeoQ3ST5dNQD+yK/5nzg0Pzk3Vz3fNdMPu9W3xVvrai4r+4E+B+P60RsuV4gmE6c+GRLPBxDVBHoVYieBf4/mwO9EfkQs13z+/LfEY1cG0+dOpVd67DPcDMBRdzNTNwjga4EeGfo8vILifXlWGsOMTdINysFzczcmT3NxhgSLoBcDOlu5QJJ9wTH8t2uEYcnW+Lwia6GuNiFgIsujEa8lVWx1LWSL0fgiTi6RqIsDuXHvTR+d+5WiSfvZkGGgOUCzwehSvcM9W3Uu9HtzM0k0lE/+FDfsIeLPTYGw1Z1Y6Hnf/7P35p1m+p5a0XIfXUm0Gp2Kv9f4T1rx4brAA9RS0tLWZQtW7aMZIkQrlsnTnwq0Y179OiTq+Puuv2ft7OzqvtvrWrFrJcEJkEAMdcQdMtp0IWC44n02rWribHACBQuqLFWEgLl0KFD2YUS8cZ+hA9x+ETgqZi058/jfbsvHT3aGIOSf4pmyQA8W/2EGJeSz4fv5EN55BndKvm1o7CbbhVsRpxhUzxZR3cIQhPhtX//Q5lJ5Mfv06efyuKyk/pSJy7kpOM7Id+9ky83O9jmzx//8R+3OXJjN8vL8DFIoKoEEGejCPxvN4aDPLXmWjSox7/ZJq4XiEg+XEO4BlBm4xrRGEPXnKZuvxVxdWtx6zsWAixPMooQ40N4ms0HvFSIvbNn8YrtzrxUHOeCFgOPw1MV6cirVRdGeLwiXqctF0s+Ibrycckn7OU4H0QZQozAbLY4HukQctjJBZn60FXCNvInPhfuZrsZF4MHjuOwod78pu54LEnTLSCyuXlduXI57d+/L/3O7/xO+sY3vnFTMsY/8jFIQAKdCbR6oCJFu5msnXPrfJTrRKPnAS+9y50ELbtTg4RbCUyJAIKGQLdqfG94v9YuTcKxOI6AYdwKgin2tfJGceFrDq32NceJ33gHCQivGCcTW2zI29RLt0pzlyp54FELm8gP0RhlxDaEIceJT11ffPHFTMzF2MGIE7a32zLr+OMfP56+9KWz6c1vfnO69VafZduxcr8EOhGISQd4yCLQ3RnjW+PaFMc6bdetayxlwoNZw9PWuMbxwBaB6wUCLt8DEcfquvXqVdeWt96FIcAFD88TQibEDCKl04UKkUeamJZPZbjwNYdWF9FW+5rTxe+4sOL96zQ2hgstF9dmu5u7VbCZDx5Fxrpgcz5f6o+YzdcrbMlvYcPn0KEPZzcMuo7jYp/PL5+m+XuIuW6eueZ0/paABBoEuC4guvjfi/8/vOr8D/JQxbUtP+yhEze86aSNvFhmhP/v48ePr3r3SU/elGtoEFDEeSZIYIoEuGAhqvBQEeKCF+PawjTi4HHiIhfeLMab5UM8/cY+RE54y0Iccox4CKVeAhdWPjFoOZ8mFudEcPXTrYL94TUj77xYpf6tbCY+3kAmO+Trgj2IQsQjM19bCdm8za2+N4u5u+66q1U090mgkgT4f+pnjBziKh8QVa0enPJCq1X+/N8370e08YnA9Y6PoT0Bu1Pbs/GIBMZKAAGHOOFiFhe85qdRDEDA0UXBxZYZmYgW4iF2QrTwPYRReNqISyBtBLo843js67YlH4RfPh88bOyL9aH66Vbhokxd8NyFaA0b8jZH3RBvsOIY6agngo06Rwgx3DyWMI73sg0xt3XrPb1EN44EJCCBqRNQxE29CTSgDgQa3q+1Y9wY1M8TLF6kfOBJlP3MQGVMWKytxnR7RAyBNHR1xngwuhNjgH8MKkboxYzSGFtG+rznK19uu++ILspD/EU+lMG+EGGIUD6IqYhDWfGETv0jsD/ShQcyjjXE6bNZPaNuiDbyCaHLdwRdftwgrODmU3uQdCsBCdSBwC3Xr1+/XoeKWkcJSEACEpCABCRQJQJ64qrUmtZFAhKQgAQkIIHaEFDE1aapragEJCABCUhAAlUioIirUmtaFwlIQAISkIAEakNAEVebpraiEpCABCQgAQlUiYAirkqtaV0kIAEJSEACEqgNAUVcbZraikpAAhKQgAQkUCUCirgqtaZ1kYAEJCABCUigNgQUcbVpaisqAQlIQAISkECVCCjiqtSa1kUCEpCABCQggdoQUMTVpqmtqAQkIAEJSEACVSKgiKtSa1oXCUhAAhKQgARqQ0ARV5umtqISkIAEJCABCVSJgCKuSq1pXSQgAQlIQAISqA0BRVxtmtqKSkACEpCABCRQJQKKuCq1pnWRgAQkIAEJSKA2BBRxtWlqKyoBCUhAAhKQQJUIKOKq1JrWRQISkIAEJCCB2hBQxNWmqa2oBCQgAQlIQAJVIqCIq1JrWhcJSEACEpCABGpDQBFXm6a2ohKQgAQkIAEJVImAIq5KrWldJCABCUhAAhKoDQFFXG2a2opKQAISkIAEJFAlAoq4KrWmdZGABCQgAQlIoDYEFHG1aWorKgEJSEACEpBAlQgo4qrUmtZFAhKQgAQkIIHaEFDE1aaprWgnAisrK2lp6WynKGM9duzY0bHmb+bjJ2Abtmcsm/ZsPCKBYQgo4oahV5C027c/mGZmbs8+IUROnDieNm/etLp/dnZDKvOFFNvz9dm27e0d60P9YRI8ujUVeV+4cKFbtLEcp24HDz6+mjd2T6Kt2pWDoI3zKb+FEVynGdrZPE2bKLu5DQexB7ac13nm+fNikDyHScP/Drb0+j/UrqxmNlyv+Iw7XLt2Le3a9egqz+ZrILzZF7yx6cKF8zeZdfr0qSwO/xeE4BLp8lvqmr9ORZqbMnWHBEZEQBE3IpDTzmZmZiatrFxJmzdvyS4y+/Z9IO3Y8VC2j/37938wEwqTEAejZMGFmBvbqVOn0u7d71+tz3333ZeOH//ERG4Go6xPL3nRXrt27e4l6ljjHDr04VXe2DQzc2fivKJNDKMlwP8lbGdnZ1eZwx8Bwfk/DeZcS+KaMsranjjxycRn3AEBjOA6ffqzWT24fsQ+ePJ9dnZjdmxp6VxaWXkxHT261iOO0EMI5kNwgU18tm1X5XHAAAALC0lEQVS7L3EN3r59RyIv2s4ggUkQUMRNgvKEy0DwcEHJCwEuLlxoED4RuGnEUyRPpHkvC/vzgo9j7OOiGE+i4TVgSyB+5MfTKPEIXDDzT8TEzz/xErfdkzk2rlu3LrvoN+rV8Di++OKL6fTpZ7O8e/FWkD/lhM3YGenYT+B32IF9+bjsjxsp3/PH4km9Ux3zrCk7GMA17Ai+bIM9T/KUx758OuyNdmhXbnNa0hM36pFVuo8/u3c3hCU3uyg/zyFvN8cpP3+csiNgO9yjXlFfjrdjFWljSx75/PPlBxu2ESJfflMe53zYQBt0O08jfdjcqQ275RU2sYUT5fOglb/58z974sSnMnER/5utzr08S+oU50uU0c5ujlMX4geH/HUgzzD/vx31Z0vehOAZx8gPm1ud35THJ0Levlbltzu/I327LWXDEKFGiOvh2bONaxhtFLy5XnJ9bD5fuOZEnE7lcA0gHtcqgwQmSuC6ofQEHnzwPdf/2T+bW63H0aNPXr/jjjdc/8AH/u3qvuYvjz/+H7I4Z89+KTtEXNKcOvX/ZL/5Tj4Rjh//xGp80nD87W+/NzvMb9Ll03DsB3/wrutXr169/uij/0cW98UXX8ziY28ci/xbbYlPnmyxjzzJ7/z538/SUyZlt8orby95U2bevmDUqr6UAU/SECifsuN35EVabIm6E4e4fEjPb0KURVxC8INL/nj24/r1NXaSB3mRJ3bxm/ryO/JpVy52kpZ0+XKiXfM8omy25M0xGOYD+cU5RZ7YEXUgXnCJeobtxA1GlE3++bT5c7Ebq7C5W/nBhm2EOMf5HeVQNnlhc6fzNOJH3SL/qH8cj7I65RVxYhtpsaNVwG54EYJxnHvYw7Folzjv4USIvNvZTTzSB6fIH1uijnEsy/DlP3AjXf48pCwC+zjvwuawIdJTBh9Cvu35HW1E/aL8dud35NfrljpRX8pstok8gh32E6I+zfvz5ZFnnn8c65Qm4riVwCgI6ImbqGSeTGE8cfJUyZMoT8Y83fK0y+8IfCceXQMEniJ5GuXJs9dAlyaBPEjHU2g87dKFceHCxcyLwFMqXhzyJxw79lTm9cjbkx1o+tPwBMxk6fhOHpTBkzV5U0fK5ok679lrymb1Z94+0hLwgjQH7GI/dhKwm7KxIcohL/LAFr4T4EFcPo0ul4bHCiZ0u4RHgGPEwe5OgbL44KEhPuUEO5hGaFcuXVZ07YR9UedI122b95BwHlH/4EWetEEwIq84H6I9sJ0ufeJSNgxgge3ECc8e9eMYXHpl1a38bnWL49gcfDqdp73aRb7Uu1NeUXZs8SpH+8a+/PbOO+/MeMX5Ejw5n5aWlrJjMCSExz3S92I33PkQog3D2xr55Lf8f+B5i2sGaaNtiRfnf9ibT9v8vZfrULvzuzmvbr/jesM52UuAXbdAntRzx44d3aJ6XAJjIXDrWHI106kTiJsrF9tG1+OpTMTxnYsYFx5uDvnAxZgbda+B8TsRuHExZqo5xGSBfFdac5xJ/Q4R1a08GBEQv80hbkyt8srzIF3E5Tt8jh9viOgQQ6145csLdvmyuEHywcYoL7aRNl8uN5nz5xuDteMmFvG6bblJIwoicC7R7Uc+sT/OL8rMC8uwHVubQ/BtV/9+WLUrv7nMdr+Dbdjb6Tzt1a5e8mpnTy/7w2biwhLGIUTZt3Hjxqa26HzuEb855M+h/DEYIO4ROPmHAuLHsADqT7xugQcC0rW/DjXOvU7nd7cy4jjnJvaF8Iz9w24ZnsJ1M98mw+Zpegn0Q0BPXD+0ShiXiy0XLrwmfOemd+3a1YnXJAYX88Qen25Puo0n/JXM+8P3EEFc/BlzQ10QRNzARn0RJc+wM7/Fjn4DdjJ+KrxYDLBuJW76zbdbfAQJN9wIIezjd79b2gsuiEJuvrTB0aNPZtmwP7xB/eabj98rq3GV3+487dWufF3a5ZWPw/dmT1vz8atXr2bcYdxvGMTudmXAnHOK/7V8WyPYeOAJ8YrnLER+u7wmuZ9rBHZj8yjtot78T2/Z0v81YZL1t6xqE1DEVbB9o/u0uWrxxL1u3frsphAekYjHxS4vhrh5ROAC3imQrlUXTDxF0+3Tb0Do8LSPEImbBt16iAfK44J88ODBbDvIDa6dPXFT7cWb0C6P/H66mqkH3ZsIar5340n6YJe3g5sGn2bvRb48vpM/3ge4USafUTGi7PAmRp3IPx/C9hCu+WNhe6vzpVdW3cqP8vKc89/jeGzD3nbnaa92kV+3vKLM2Mb50MpTCj/2I/xbBVgSJ1+38LwSvx+7W+Wf38f/IeU0PwxQBucWopXzALHfqt3zefE9PIjdrkPN6fr5jc1MouD/IP/QGA9R+f8t6kY94li3cuJcGaUw7FamxyXQTEAR10ykAr+54HPh5wIWgYsq0+fxJHGR4sLDUzo3QwLfiRNjYhBJiAAubOzPz2qNPPNb0jUu8I0p+nRdILgIlInHJi6YlBVjrPJ5tPrOTYF8uRBTRnjFEKTbtt2bXXRD4LVK3+s+Lt4hWmHD73379mVlkwflI46xpd8Ab+pOWj54BVrl07yPNuADy7gp0qbYxo2/UyAOn7ihUz6Cd5hA2dhI2XGjixsZ51t45SgjbOe8IQ32w4+6kx7bYjkHzjPOh8Z50RurXsrHDgQGgfOcctoF7O10nvbTht3yaraBvDmHaef8/yw2b9/+nmyYQjuhECxJS2iuZ692N9vU/Ju2gR8CLthHnPXr12dtHP/f2BLXlYjDtvn8Zl+361A+fb/fOdc4L0NY5tPT1pyDee9+dI3m43X6jviM/7NO8TwmgXESUMSNk+6U8uaJk5sCF1Jujnwa3qvZ1fWZOM4FFHHCcS5gXOxCHBw6dCiznhsvYomLXqdAurgRkV9cPLmhceFnG8tBcLMnbuSJbdjRKnCR5Al/8+bN2U0u6sPNmbF9o1pvKm4m2EiZkS/1p0xuQNSDY/2GGMBPXnzIg7rHTS9uxBxrFhqNm+adWfuFHdjWfCNtZROMQyBRL0QwZYewa5Umvw9BEbzZcj5xjlA27Qkzbtgco035TYhutQav9Vmdw3sa6TlG/UnLzZZzlk83VmFft/KpJ2VF/RGwcW5HHs1bbGp3nnazq7kNO+XVXC6/qTv2wi6Yh+Dl/G933tEWlBX/66SJ/yvy7WZ3K1ta7YuHuLhehI2N/93GMh7x/42wv3EusFRP47xrdX53uw61siX28WCAHQjM5sC5Ff9LzecxdYAnZXOdIg/qQQ8F+3oNjfJvHgfca3rjSWAUBG5hiusoMjKP6RHgokTXFDMRDRKQQL0JIFoQdXW4HlBXupQRwUUKiMNGO5zr6YGrSLZrS7kI6IkrV3tprQQkIIFVAjE0IbxO4YHq5nVczaDEX/COI1brUNcSN5Omj5mAS4yMGfCkso+uBbra8t0pkyrfciQggckTwAPF2Cy6USPQldlPt2CkK9uWLtEiehvpmuV6bJDAJAjYnToJypYhAQlIQAISkIAERkzA7tQRAzU7CUhAAhKQgAQkMAkCirhJULYMCUhAAhKQgAQkMGICirgRAzU7CUhAAhKQgAQkMAkCirhJULYMCUhAAhKQgAQkMGICirgRAzU7CUhAAhKQgAQkMAkCirhJULYMCUhAAhKQgAQkMGICirgRAzU7CUhAAhKQgAQkMAkCirhJULYMCUhAAhKQgAQkMGICirgRAzU7CUhAAhKQgAQkMAkCirhJULYMCUhAAhKQgAQkMGICirgRAzU7CUhAAhKQgAQkMAkC/z9h73CVcm+LtwAAAABJRU5ErkJggg=="></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the food web, identify a detritivore.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using the food web, identify a saprotroph.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the name of the domain to which birds, such as the Elf owl, belong.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the energy flow through this food web.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>earthworm/woodlouse</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>bacteria/fungi</p>
<p><em>Do not accept protozoans or nematodes as they are consumers</em>.</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>eukaryote/eukaryota/eukarya</p>
<p> </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. light energy of Sun is converted by plant/autotroph to chemical energy «in carbon compounds through photosynthesis» <br><br>b. detritivores/saprotrophs decay plant material «that accumulates in the soil» to obtain energy <em>OWTTE</em></p>
<p>c. consumers release energy from the carbon compounds by cell respiration energy lost as heat </p>
<p>d. energy is used by organisms for metabolism </p>
<p>e. energy is transferred between organisms/trophic levels through the food chains/web <br><em>For mp e, accept specific </em><em>example such as energy is transferred from primary to secondary consumer etc</em>.</p>
<p>f. energy is lost at each trophic level «so lengths of food chains/web are restricted»<br><em><strong>OR</strong></em><br>approximately 80/90 % of energy is lost «between trophic levels»<br><em>Vice versa</em></p>
<p><em>Award mark points that refer to the specific organisms from this food web.</em></p>
<p> </p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The Chinese soft-shelled turtle, <em>Pelodiscus sinensis</em>, lives in salt water marshes. The turtle can live under water and out of water.</p>
<p>These turtles have fully developed lungs and kidneys, however, many microvilli have been discovered in the mouth of <em>P. sinensis</em>. A study was undertaken to test the hypothesis that oxygen uptake and urea excretion can simultaneously occur in the mouth.</p>
<p>Initial experiments involved collecting nitrogen excretion data from <em>P. sinensis</em>. The turtle urinates both in water and out of water. When in water it allows waste products to be washed out of its mouth. When out of water it regularly dips its head into shallow water to wash its mouth. The table shows the mean rates of ammonia and urea excretion from the mouth and kidney over six days.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>It was noted that during long periods out of water, turtles rhythmically moved their mouths to take in water from a shallow source and then discharge it. Changes in the dissolved oxygen and the quantity of accumulated urea in the rinse water discharged by the turtles were monitored over time as shown in this graph.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>In order to test whether a urea transporter was present in the mouth tissues of the turtles, phloretin (a known inhibitor of membrane proteins that transport urea) was added to the water in which a further set of turtles submerged their heads. The results of that treatment are shown.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>Further research was conducted to determine where mRNA expression of a urea transporter gene might be occurring in <em>P. sinensis</em>. Gel electrophoresis was used to analyse different tissue samples for mRNA activity.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="specification">
<p>Expression of the urea transporter gene by cells in the turtle’s mouth was assessed by measuring mRNA activity. Turtles were kept out of water for 24 hours and then injected with either a salt solution that matched the salt concentration of the turtle, dissolved ammonia or urea, followed by another 24 hours out of water.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce whether the excretion of ammonia or urea changes more when a turtle emerges from water.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare and contrast the changes in urea excretion in the mouth with the changes in urea excretion in the kidney when a turtle emerges from the water.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the trends shown by the graph for dissolved oxygen in water discharged from the mouth.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for these trends in dissolved oxygen.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce with a reason whether a urea transporter is present in the mouth of <em>P. sinensis</em>.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the additional evidence provided by the gel electrophoresis results shown above.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify which of these turtle groups represent the control, giving a reason for your answer.</p>
<div class="marks">[1]</div>
<div class="question_part_label">f.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a reason for the greater expression of the gene for the urea transporter after an injection with dissolved ammonia than an injection of urea.</p>
<div class="marks">[2]</div>
<div class="question_part_label">f.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The salt marshes where these turtles live periodically dry up to small pools. Discuss the problems that this will cause for nitrogen excretion in the turtles and how their behaviour might overcome the problems.</p>
<div class="marks">[3]</div>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. urea </p>
<p>b. for both mouth and kidney </p>
<p>c. percentage change/change in μmol day<sup>−1</sup> g<sup>−1</sup> greater with urea/other acceptable numerical comparison</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. both higher/increased on emergence from/with turtle out of water </p>
<p>b. both increased by 0.66 «μmol<sup>−1</sup> g<sup>−1</sup> when turtle emerges from water» </p>
<p>c. % increase is higher in kidney / kidney 940% versus mouth 73/75% / increase is higher proportionately higher in kidney / kidney x10 versus mouth nearly double/x1.73 </p>
<p>d. urea excretion by mouth greater than kidney out of water «despite larger % increase in kidney excretion»</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>decrease «when head is submerged» and increase when head is out of water</p>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. oxygen absorbed from water/exchanged for urea when head dipped in water«so oxygen concentration decreases» </p>
<p>b. lungs cannot be used with head in water / can «only» be used with head out of water </p>
<p>c. oxygen from water «in mouth» used in «aerobic cell» respiration </p>
<p>d. oxygen from air dissolves in water when head out of water «so oxygen concentration increases»</p>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. urea transporter is present </p>
<p>b. less urea «excreted»/ lower rate «of urea excretion» / excretion almost zero when phloretin/inhibitor was present</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. mRNA only in mouth and tongue/in mouth and tongue but not esophagus intestine kidney or bladder </p>
<p>b. bands / lines indicate mRNA for/expression of urea transporter gene </p>
<p>c. urea transporter gene expressed / urea transporters in mouth/tongue / not expressed/made in esophagus/intestine/kidneys/bladder </p>
<p>d. mRNA/transcription/gene expression/urea transporters higher in tongue/more in tongue «than mouth»</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>salt solution is control because it does not contain a nitrogenous/excretory waste product / it matches the salt concentration of the turtle / the turtle’s body already contains salt / because the turtle lives in salt water/salt marshes / because nothing has been altered</p>
<div class="question_part_label">f.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. ammonia is «highly» toxic/harmful </p>
<p>b. ammonia is more toxic than urea/converse </p>
<p>c. ammonia converted to urea </p>
<p>d. urea concentration raised «by injecting ammonia» </p>
<p>e. difference between ammonia and urea «possibly» not «statistically» significant</p>
<div class="question_part_label">f.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Problems:</em></p>
<p>a. urea becomes more concentrated «in small pools» / lower concentration gradient «between tongue/mouth and water» </p>
<p>b. less water available for urine production/excretion by kidney<br><em><strong>OR</strong></em><br>less water in ponds for mouth rinsing/more competition for pools (to use for mouth rinsing)</p>
<p><em>Behaviour to overcome problems:</em></p>
<p>c. «still able to» dip mouth into/mouth rinse in water/pools </p>
<p>d. «still able to» excrete urea «though the mouth» in the small pools </p>
<p>e. more conversion of ammonia to urea/urea excretion rather than ammonia</p>
<p>f. more urea transporters/expression of urea transporter gene </p>
<p>g. urea excreted «in mouth/via microvilli» by active transport/using ATP </p>
<p>h. excretion with little/no loss of water</p>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">f.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">g.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare and contrast the mode of nutrition of detritivores and saprotrophs.</p>
<p><img src="data:image/png;base64,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"></p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how some plant species are able to respond to changes in their abiotic environment and flower at a precise time of the year.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the extension of the stem in plants.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><img src="data:image/png;base64,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"></p>
<p><em>Accept not autotrophic/not photosynthetic instead of heterotrophic</em>.</p>
<p><em>Do not accept that both groups are decomposers or consumers for the similarity</em>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. genes for flowering are activated/gene activation/changes to gene expression;<br>b. shoot apex changes from producing leaves/stem to producing flowers;<br>c. daylength/duration of the day/night length/photoperiod measured/detected/responded to;<br>d. short day plants flower when they have a long night/period of darkness<br><strong>OR</strong><br>long day plants only flower when they have a short night/period of darkness;<br>e. so short day plants/SDPs flower in late summer/fall/autumn/winter<br><strong>OR</strong><br>so long day plants/LDPs flower in spring/(early) summer;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. apical meristem (of shoot/stem) produces cells/elongates the stem<br><strong>OR</strong><br>cell division/mitosis in tip/apex of shoot/stem;<br>b. auxin stimulates cell/stem growth/extension/enlargement;<br>c. elongation of cells causes stem to grow (in length);</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>About half of candidates answered correctly and there were some well-informed answers, but also many that showed a lack of familiarity with nutrition in detritivores and saprotrophs.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The only relevant changes in the abiotic environment were night length variation over the seasons of the year, which determines when flowering should occur. There were many complicated answers describing the interconversion of the forms of phytochrome, but according to the syllabus this level of detail is not expected and often the simpler ideas that plants can measure night length and respond by the timing of flowering in the year were omitted. Also mostly missing, were the idea of changes to gene expression in the shoot apex, so floral organs start to develop instead of leaves. The average score for this question was only slightly higher than one mark, but the correlation coefficient was high.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Again, accounts were varied, with stronger ones clearly explaining how the shoot apical meristem generates cells by mitosis and how elongation of these cells, stimulated by auxin, causes stem elongation. Some candidates were side-tracked by phototropism but were able to score some marks from among irrelevant ideas.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a half-view of an animal-pollinated flower.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the growth of plant shoot apex.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the movement of energy and inorganic nutrients in an ecosystem.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. <span style="text-decoration: underline;">sepals</span> as outermost part of flower ✔</p>
<p>b. <span style="text-decoration: underline;">petals</span> as largest part of flower ✔</p>
<p>c. <span style="text-decoration: underline;">stamen</span> drawn with recognizable anther and filament<br><em><strong>OR</strong></em><br><span style="text-decoration: underline;">anther</span> and <span style="text-decoration: underline;">filament</span> shown as parts of the stamen ✔</p>
<p>d. <span style="text-decoration: underline;">carpel/pistil</span> drawn with recognizable stigma, style and ovary<br><em><strong>OR</strong></em><br><span style="text-decoration: underline;">stigma</span>, <span style="text-decoration: underline;">style</span> and <span style="text-decoration: underline;">ovary</span> shown as parts of the carpel ✔</p>
<p>e. <span style="text-decoration: underline;">nectary</span> at base of the ovary ✔</p>
<p>f. <span style="text-decoration: underline;">ovule</span> inside the ovary ✔</p>
<p><em>As the question does not specify a labelled half-view, allow some marks for unlabeled structures: award one mark for any two of the six structures in the mark scheme (mpa to mpf). It must be clear what each unlabeled part is. The maximum mark is therefore 3 for an unlabeled half-view.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. growth in shoots is indeterminate/unlimited ✔</p>
<p>b. produces stem and leaves ✔ <em>For mpb, both stem and leaves are needed and buds or branches should not be accepted as alternatives</em>.</p>
<p>c. growth/cell growth/cell elongation controlled/affected by hormones/auxin/IAA ✔</p>
<p>d. new/extra cells produced by mitosis/cell division / apex is a meristem ✔</p>
<p>e. tropism/phototropism / grows towards the sun/light ✔</p>
<p>f. auxin moved away from sunny side/to shady side of shoot «apex»<br><em><strong>OR</strong></em><br>auxin efflux pumps set up concentration gradients ✔</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. autotrophs/producers/plants obtain inorganic nutrients from the «abiotic» environment ✔</p>
<p>b. energy is provided «mainly» by sunlight ✔</p>
<p>c. light energy is converted «to chemical energy» through photosynthesis✔</p>
<p>d. photosynthesis/producers/autotrophs convert inorganic carbon/carbon dioxide and water into carbon/organic compounds ✔</p>
<p>e. carbon compounds/foods contain/are a source of «usable» energy «for life» ✔</p>
<p>f. carbon compounds/energy are transferred along food chains when eaten by consumers/heterotrophs ✔</p>
<p>g. respiration returns carbon «dioxide» to the environment ✔</p>
<p>h. respiration releases stored/chemical energy as heat/ATP ✔</p>
<p>i. energy/ATP is used to carry out life functions/synthesis/growth/movement ✔</p>
<p>j. energy is lost/is not recycled ✔ <em>Both related by “or” required</em>.</p>
<p>k. nutrients are recycled / example of recycled nutrient e.g. carbon ✔</p>
<p>l. decomposers recycle minerals/inorganic nutrients ✔</p>
<p><em>Award <strong>[5 max]</strong> if only energy is mentioned</em>.</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the roles of helicase and ligase in DNA replication.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how natural selection can lead to speciation.</p>
<div class="marks">[7]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the features of ecosystems that make them sustainable.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>helicase</em>:</p>
<p>a. unwinds/uncoils the DNA «double helix» ✔</p>
<p>b. breaks hydrogen bonds «between bases» ✔</p>
<p>c. separates the «two» strands/unzips the DNA/creates replication fork ✔</p>
<p><em>ligase</em>:</p>
<p>d. seals nicks/forms a continuous «sugar-phosphate» backbone/strand ✔</p>
<p>e. makes sugar-phosphate bonds/covalent bonds between adjacent nucleotides ✔</p>
<p>f. after «RNA» primers are removed/where an «RNA» primer was replaced by DNA ✔</p>
<p>g. «helps to» join Okazaki fragments ✔</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. variation is required for natural selection/evolution/variation in <span style="text-decoration: underline;">species</span>/<span style="text-decoration: underline;">populations</span> ✔</p>
<p>b. mutation/meiosis/sexual reproduction is a source of variation ✔</p>
<p>c. competition/more offspring than the environment can support ✔</p>
<p>d. <span style="text-decoration: underline;">adaptations</span> make individuals suited to their environment/way of life ✔</p>
<p>e. survival of better adapted «individuals)/survival of fittest/converse ✔</p>
<p>f. inheritance of traits/passing on genes of better adapted «individuals»<br><em><strong>OR</strong></em><br>reproduction/more reproduction of better adapted/fittest «individuals» ✔</p>
<p>g. speciation is formation of a new species/splitting of a species/one population becoming a separate species ✔</p>
<p>h. reproductive isolation of separated populations ✔</p>
<p>i. geographic isolation «of populations can lead to speciation» ✔</p>
<p>j. temporal/behavioral isolation «of populations can lead to speciation» ✔</p>
<p>k. disruptive selection/differences in selection «between populations can lead to speciation» ✔</p>
<p>l. gradual divergence of populations due to natural selection/due to differences in environment ✔</p>
<p>m. changes in the <span style="text-decoration: underline;">gene pools</span> «of separated populations»/separation of <span style="text-decoration: underline;">gene pools</span> ✔</p>
<p>n. interbreeding becomes impossible/no fertile offspring «so speciation has happened» ✔</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. recycling of nutrients/elements/components/materials ✔</p>
<p>b. carbon/nitrogen/another example of recycled nutrient/element ✔</p>
<p>c. decomposers/saprotrophs break down organic matter/release «inorganic» nutrients ✔</p>
<p>d. energy supplied by the sun<br><em><strong>OR</strong></em><br>energy cannot be recycled «so ongoing supply is needed»<br><em><strong>OR</strong></em><br>energy is lost from ecosystems as heat ✔</p>
<p>e. <span style="text-decoration: underline;">energy</span> flow along food chains/through food web/through trophic levels ✔</p>
<p>f. photosynthesis/autotrophs make foods/trap energy<br><em><strong>OR</strong></em><br>autotrophs supply the food that supports primary consumers ✔</p>
<p>g. <span style="text-decoration: underline;">oxygen</span> «for aerobic respiration» released by autotrophs/photosynthesis/plants ✔</p>
<p>h. <span style="text-decoration: underline;">carbon dioxide</span> «for photosynthesis» released by respiration ✔</p>
<p>i. populations limited by food supply/predator-prey/interactions/competition<br><em><strong>OR</strong></em><br>populations regulated by negative feedback<br><em><strong>OR</strong></em><br>fewer/less of each successive trophic level «along the food chain»/<em>OWTTE</em> ✔</p>
<p>j. supplies of water from rainfall/precipitation/rivers/water cycle ✔</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>This was generally well answered, with most candidates knowing at least something of the roles of these two enzymes. Most candidates knew that ligase connects Okazaki fragments but some claimed that it creates hydrogen bonds between nucleotides on template and the new strand. Many candidates did not distinguish between unwinding of DNA and separating the strands. Two details that should be more widely known are that helicase separates the two strands of a DNA molecule by encouraging the breakage of hydrogen bonds between bases and that ligase seals nicks by making sugar phosphate bonds.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates think they understand evolution by natural selection but many do not. Here the focus was on speciation - the splitting of a species into two or more species. Often answers described the evolution of one species over time, rather than speciation itself. An idea central to natural selection that was frequently missing from an answer is adaptation or fitness. Often traits were referred to as ‘favourable’ and therefore likely to lead to survival and reproduction but there is a circularity of argument there. Survival depends on traits fitting the environment, hence being an adaptation to it. The mostly common ideas seen in answers were differential survival and reproduction, due to differences in traits. A common fault was to confuse individuals and species and to refer to a whole species surviving and reproducing more successfully than another species.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>There were some vague answers to this question but also some impressive ones that explained ecological processes including nutrient recycling, energy flow and regulation of population sizes.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline energy flow through a food chain.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a fully labelled graph of the action spectrum for photosynthesis.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain Calvin’s experiment and what was discovered about photosynthesis through his work.</p>
<div class="marks">[8]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. energy from the sun/light energy is converted to chemical energy by photosynthesis ✔</p>
<p>b. «chemical» energy flows through the food chains by feeding ✔</p>
<p>c. energy is released «from carbon compounds» by respiration<br><em><strong>OR</strong></em><br>energy from respiration is used by living organisms and converted to heat ✔</p>
<p>d. heat is not recyclable / heat is lost from food chains<br><em><strong>OR</strong></em><br>heat cannot be converted to other forms of energy ✔</p>
<p>e. energy is lost in excretion/uneaten material/egestion/feces ✔</p>
<p>f. energy losses between trophic levels limits the length of food chains<br><em><strong>OR</strong></em><br>energy transfer is only 10 % between trophic levels ✔</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. axes correctly labelled «wavelength and <span style="text-decoration: underline;">rate</span> of photosynthesis» ✔ <span style="display: inline !important;float: none;background-color: #ffffff;color: #000000;font-family: Verdana,Arial,Helvetica,sans-serif;font-size: 14px;font-style: italic;font-variant: normal;font-weight: 400;letter-spacing: normal;text-align: left;text-decoration: none;text-indent: 0px;white-space: normal;">Accept </span><span style="text-decoration: underline;">rate</span><span style="display: inline !important;float: none;background-color: #ffffff;color: #000000;font-family: Verdana,Arial,Helvetica,sans-serif;font-size: 14px;font-style: italic;font-variant: normal;font-weight: 400;letter-spacing: normal;text-align: left;text-decoration: none;text-indent: 0px;white-space: normal;"> of oxygen production for </span><span style="text-decoration: underline;">rate</span><span style="display: inline !important;float: none;background-color: #ffffff;color: #000000;font-family: Verdana,Arial,Helvetica,sans-serif;font-size: 14px;font-style: italic;font-variant: normal;font-weight: 400;letter-spacing: normal;text-align: left;text-decoration: none;text-indent: 0px;white-space: normal;"> of photosynthesis.</span></p>
<p>b. 400 and 700 <span style="text-decoration: underline;">nm</span> as limits ✔</p>
<p>c. correct shape of curve involving two peaks at the correct places, broader in the blue-violet range not starting at zero and a narrower peak in the orange-red range with the trough in the green range that does not reach zero ✔</p>
<p>d. peaks of activity at 430 nm <em><strong>AND</strong></em> at 660 nm ✔</p>
<p>e. peaks indicated as «violet» blue light AND peak indicated as «orange» red light ✔</p>
<p> </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. Calvin cycle is light-independent ✔</p>
<p>b. carbon fixation<br><em><strong>OR</strong></em><br>carboxylation of ribulose bisphosphate/RuBP occurs ✔</p>
<p>c. algae placed in thin glass container/“lollipop” apparatus ✔</p>
<p>d. given plenty of light and bicarbonate/ CO<sub>2</sub> ✔</p>
<p>e. at start of experiment algae supplied radioactive carbon/HCO<sub>3</sub>-/<sup>14</sup>C ✔</p>
<p>f. samples taken at intervals / heat/alcohol killed samples ✔</p>
<p>g. C-compounds separated by chromatography ✔</p>
<p>h. <sup>14</sup>C/radioactive-compounds identified by autoradiography ✔</p>
<p>i. showed that RuBP was phosphorylated ✔</p>
<p>j. after five seconds/immediately more glycerate-3-phosphate/3-PGA labelled than any other compound ✔</p>
<p>k. shows glycerate-3-phosphate/3-PGA first «carboxylated» compound/the first stable product ✔</p>
<p>l. next compound to be detected containing radioactive carbon was triose phosphate/G3P/glyceraldehyde 3 phosphate ✔</p>
<p>m. showed that a wide range of carbon compounds was quickly made in sequence ✔</p>
<p>n. showed that a cycle of reactions was used to regenerate RuBP ✔</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Was well answered with most students being knowledgeable about ecology.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>A number of students made errors in their sketches. Axes were commonly mis-labelled. The colors were commonly presented in the reverse order with red at the left end and blue at the right end. Showing red as a higher peak was another common error. The overall shape was often correctly drawn.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was commonly answered poorly with students showing a lack of knowledge of both the Calvin cycle as well as the Calving experiment.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>White clover (<em>Trifolium repens</em>) is native to Eurasia but is now a common plant found worldwide in lawns, next to roads, in pastures and similar habitats.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: © International Baccalaureate Organization 2020.]</p>
<p style="text-align: left;">Some <em>T. repens</em> plants are able to produce the toxin hydrogen cyanide (HCN) by cyanogenesis. A study at 128 sites (2509 plants) in Toronto (Canada) looked at the proportion of <em>T. repens</em> plants producing HCN. The sites were at regular intervals from the city centre towards rural areas.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Thompson, K.A., Renaudin, M. and Johnson, M.T.J., 2016. Urbanization drives the<br>evolution of parallel clines in plant populations. <em>Proceedings of the Royal Society B</em>, [e-journal] 283.<br>https://doi.org/10.1098/rspb.2016.2180.]</p>
</div>
<div class="specification">
<p>To determine whether similar patterns in cyanogenesis were seen in other cities, studies were also carried out around New York City and Boston (USA) and Montreal (Canada).</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Thompson, K.A., Renaudin, M. and Johnson, M.T.J., 2016. Urbanization drives the<br>evolution of parallel clines in plant populations. <em>Proceedings of the Royal Society B</em>, [e-journal] 283.<br>https://doi.org/10.1098/rspb.2016.2180.]</p>
</div>
<div class="specification">
<p>The researchers considered two possible ecological causes for the observed gradients in cyanogenesis. First, the researchers assessed the extent of herbivory of <em>T. repens</em> plants in Toronto by measuring the percentage of leaf area that was eaten. The graph shows the results for both cyanogenic and non-cyanogenic plants.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Thompson, K.A., Renaudin, M. and Johnson, M.T.J., 2016. Urbanization drives the<br>evolution of parallel clines in plant populations. <em>Proceedings of the Royal Society B</em>, [e-journal] 283.<br>https://doi.org/10.1098/rspb.2016.2180.]</p>
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<div class="specification">
<p>The researchers then investigated a possible correlation between cyanogenesis and exposure to freezing conditions. It had been proposed that when a cyanogenic plant freezes, its cells burst, releasing HCN which is toxic to the plant. Snow can insulate the ground and plants from freezing temperatures. However, snow is more likely to melt in cities, which then exposes plants to freezing temperatures.</p>
<p>All four of the cities studied receive below freezing temperatures and winter snowfall. Researchers looked at the number of days below freezing (0 °C) that did not have snow cover in these cities.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: Adapted from Thompson, K.A., Renaudin, M. and Johnson, M.T.J., 2016. Urbanization drives the<br>evolution of parallel clines in plant populations. <em>Proceedings of the Royal Society B</em>, [e-journal] 283.<br>https://doi.org/10.1098/rspb.2016.2180.]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the distance from the city centre at which the highest proportion of plants sampled contained HCN.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the relationship shown in the graph.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce whether the pattern of cyanogenesis was the same in all of the areas around all four cities.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss whether the data supports the hypothesis that the gradient in cyanogenesis is due to its benefits against herbivory in rural areas.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify with a reason the city where the plants were more insulated from freezing temperatures.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using all of the data so far, suggest whether exposure to freezing temperatures in the four cities is supported as a reason for the differences in HCN production in <em>T. repens</em>.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.ii.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>32 (km);</p>
<p><em>Accept answers in the range of 31 to 33 (km)</em>.</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><span style="text-decoration: underline;">positive correlation</span> / (proportion with) HCN increases as distance increases;</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <span style="text-decoration: underline;">Toronto,</span> <span style="text-decoration: underline;">NYC</span> and <span style="text-decoration: underline;">Boston</span> show same pattern/all show positive correlation/relationship/WTTE;</p>
<p>b. <span style="text-decoration: underline;">Montreal</span> shows negative correlation/negative relationship/WTTE so is different;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. (hypothesis) not supported;</p>
<p>b. large overlap/little difference between cyanogenic and non-cyanogenic (in herbivory);</p>
<p>c. smaller difference between cyanogenic and non-cyanogenic in rural areas;</p>
<p>d. both show negative correlation between herbivory and distance from city center/same trend;</p>
<p>e. some support/hypothesis partly supported by lower herbivory in cyanogenic (at all distances).</p>
<p><em>Do not accept ‘No’ unqualified as an answer</em>.</p>
<p><em>Do not award mpe if the answer states that the hypothesis is supported without doubt/fully</em>.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Montreal because it has the lowest number of days below 0 °C without snow cover;</p>
<p><em>Do not award the mark for Montreal if the reason is not given</em>.</p>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. cities with more days without snow cover have positive correlation between distance from city center and HCN / vice versa for Montreal;</p>
<p>b. fewer plants with HCN within cities that have more days without snow cover/have more exposure to freezing temperatures / converse for <span style="text-decoration: underline;">Montreal</span> which has fewer days without snow cover;</p>
<p>c. HCN is 0.2 (or less) HCN in cities that have more days without snow cover proportion whereas city with fewer days/Montreal it is 0.5/more than 0.4;</p>
<p>d. in Toronto cyanogenic and non-cyanogenic plants show little difference in herbivory;</p>
<p>e. support for hypothesis/exposure to freezing temperatures as reason.</p>
<p><em>Do not accept ‘Yes’ unqualified as an answer, but accept it if supported by reasoning</em>.</p>
<div class="question_part_label">d.ii.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>This was intended to be an easy first mark but only 70 % answered it correctly, with others mostly giving the maximum distance rather than the distance with the highest proportion of plants containing cyanide.</p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was answered more successfully with 90 % of candidates gaining the mark. The answer ‘positive relationship’ was not enough and either ‘positive correlation’ or description of it were required.</p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Here candidates were expected to state that the four cities did not all show the same pattern, as three have a positive correlation, but the fourth city (Montreal) has a weak negative correlation. A few failed to include Toronto among the cities with a positive correlation and instead singled it out for showing a stronger correlation than the others.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was possibly the hardest part of the data-based question. Candidates were spread approximately equally between 0, 1 and 2 marks. Many candidates did not realise that the differences between herbivory in cyanogenic and non-cyanogenic plants were unlikely to be significant, especially in the rural areas that were furthest from the city. The hypothesis stated in the question was therefore not supported. Candidates should be encouraged to consider both the closeness of means and also the spread, when analysing data.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>90 % of candidates identified Montreal as the city where plants were more insulated because it was where there were fewer freezing days without snow cover.</p>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates found this to be another difficult question. There was a lot of data to consider and as in (c) it was necessary to take into account whether differences were likely to have been significant. In the histogram showing the amount of cold experienced, the large error bars show that only differences between Montreal and the other three cities are great enough to be considered reliable. When combined with data for the proportion of plants with HCN in each city, it was clear that there was support for exposure to cold as a reason.</p>
<div class="question_part_label">d.ii.</div>
</div>
<br><hr><br><div class="specification">
<p>More than 8 million different species are alive today but over the course of evolution, more than 4 billion may have existed.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the criteria that should be used to assess whether a group of organisms is a species.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the changes that occur in gene pools during speciation.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the process, including potential risks and benefits, of using bacteria to genetically modify plant crop species.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. organisms can potentially interbreed;</p>
<p>b. to produce fertile offspring;</p>
<p>c. same sequence of genes (on chromosomes) / same types of chromosomes;</p>
<p>d. similar traits/phenotype/WTTE;</p>
<p>e. same chromosome number/karyotype;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. gene pool is all genes/alleles in an (interbreeding) <span style="text-decoration: underline;">population</span>;</p>
<p>b. gene pool splits/divides/separated during speciation;</p>
<p>c. due to reproductive isolation (of groups within a species);</p>
<p>d. temporal/behavioral/geographic isolation (can cause reproductive isolation);</p>
<p>e. divergence of gene pools;</p>
<p>f. allele frequencies change;</p>
<p>g. natural selection different (in the isolated groups so there is divergence);</p>
<p>h. different (random) mutations occur (in the isolated populations so there is divergence);</p>
<p>i. speciation has occurred when differences between populations prevent interbreeding;</p>
<p><em>Do not award both mpc and mpi for the same idea (reproductive isolation separating populations vs speciation due to interbreeding not being possible)</em>.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Process</em>:<br>a. genetic modification by gene transfer between species;</p>
<p>b. gene/Bt gene/DNA segment transferred from bacterium to plant/crop;</p>
<p>c. gene/DNA codes for/responsible for desired protein/gene product;</p>
<p>d. bacteria have/produce plasmids / gene/DNA inserted into plasmid;</p>
<p>e. using restriction enzymes/endonucleases to cut DNA;</p>
<p>f. using DNA ligase to join DNA;</p>
<p>g. bacterium transfers (modified) plasmid to plant cell;</p>
<p><em>Benefits</em>:<br>h. increase crop yields / more food produced / less land needed to grow food;</p>
<p>i. increase pest/disease resistance / use less pesticides/insecticides/fungicides;</p>
<p>j. improves crops to be more nutritious/increased vitamin content;</p>
<p>k. increased tolerance to saline soils/drought/high temperatures/low temperatures;</p>
<p><em>Risks</em>:<br>l. GM organisms could spread to sites (where they will cause harm);</p>
<p>m. transferred gene could spread to other species / spread of herbicide resistance to weeds;</p>
<p>n. GM crops that produce pesticide could kill non-pest insects/monarch butterflies / insect pests could develop resistance to pesticides/insecticides/Bt toxin;</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>This was the most successfully answered part of Question 8. Many knew that members of a species can interbreed and produce fertile offspring. Surprisingly few mentioned that similarities in characteristics or phenotype are found in species.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers to this part of the question were mostly poor. Gene pools and speciation are the subject of sub-topic 10.3, but many candidates struggled to link these two concepts. Various misunderstandings were seen. As in previous exams, some candidates thought that speciation is evolutionary change over time in a species, rather than the splitting of a species into two or more separate species. Mutations were sometimes described as though they happen in response to a need for new traits, rather than them happening spontaneously and occasionally being selected for.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This part of the question was also poorly answered by many candidates. Only a simple account of the procedures used to genetically modify plants was expected and not the details of the use of <em>Agrobacterium</em> that are part of Option B. There was confusion among many candidates about how bacteria might be involved in genetic modification of plants. Two possibilities that were rewarded were the transfer of genes from bacteria or of plasmids derived from bacteria. Where marks were scored, they were mostly for risks and benefits, but many accounts of these were unconvincing. Some of the risks that were suggested were not evidence-based. As with vaccination, it is important that myths about the dangers of procedures such as genetic modification are not propagated.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>All living organisms depend on a continuous supply of energy.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the stages of aerobic respiration that occur in the mitochondria of eukaryotes.</p>
<div class="marks">[8]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how ventilation in humans ensures a supply of oxygen. </p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the reasons for the shape of a pyramid of energy.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. «cell» respiration is the «controlled» release of energy from organic compounds to produce ATP <br><br>b. «cell respiration» involves the oxidation and reduction of electron carriers </p>
<p>c. in link reaction pyruvate is converted into acetyl coenzyme A, CO<sub>2</sub> is released and NAD is reduced </p>
<p>d. in the Krebs cycle, a 4 C molecule combines with acetyl CoA </p>
<p>e. decarboxylation releases 2 CO<sub>2</sub> molecules for each pyruvate / conversion of 6C to 5C/5C to 4C releases CO<sub>2</sub> </p>
<p>f. «3» reduced NAD and «1» reduced FAD are produced </p>
<p>g. ATP generated in the Krebs cycle </p>
<p>h. reduced molecules/FAD/NAD are carried to the cristae/inner membrane of the mitochondria </p>
<p>i. transfer of electrons between carriers in the electron transport chain in the membrane of the cristae is coupled to proton pumping </p>
<p>j. protons accumulate in intermembrane space/ between cristae/inner membrane and outer membrane<br><em><strong>OR</strong></em><br>proton / electrochemical gradient between intermembrane space and matrix is established </p>
<p>k. protons diffuse through ATP synthase to generate ATP </p>
<p>l. chemiosmosis is the use of a proton/electrochemical gradient to generate ATP </p>
<p>m. oxygen is the final electron acceptor</p>
<p><em>Accept any of the points in a correctly annotated diagram</em>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. ventilation is exchange of gases between lungs and air. </p>
<p>b. during inhalation diaphragm contracts <em><strong>AND</strong></em> lowers. </p>
<p><em>Both needed</em>.</p>
<p>c. external intercostal muscles contract, raising ribs upwards and outwards </p>
<p>d. increase in volume <em><strong>AND</strong></em> decrease in pressure within thoracic cavity </p>
<p>e. air drawn into alveoli bringing fresh supply of oxygen </p>
<p>f. oxygen concentration in alveolar sacs is higher than in blood capillaries </p>
<p>g. «oxygen concentration gradient» causes oxygen to diffuse out of alveoli into red blood cells in capillaries </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. pyramid of energy has stepped shape with largest bottom step being producers, then first consumer, second consumer, <em>etc</em> <br><br>b. light energy «from sun» converted to chemical energy in carbon compounds by photosynthesis </p>
<p>c. energy released by respiration is used in living organisms <em><strong>AND</strong></em> converted to heat </p>
<p>d. heat «energy» is lost from ecosystems </p>
<p>e. approximately 10 % of energy in trophic level converted into new material for next level </p>
<p>f. energy also lost as undigested material/uneaten material/feces/excretion </p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question">
<p>The map shows the widespread distribution of coral reef ecosystems (indicated by black dots) in the world’s oceans. Death of coral reefs is related to increasing atmospheric carbon dioxide concentrations.</p>
<p style="text-align:center;"><img 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"></p>
<p style="text-align:center;">[Source: National Oceanic and Atmospheric Administration, 2021. Where Reef Building Corals Found. [map online] Available at: https://oceanservice.noaa.gov/education/tutorial_corals/media/supp_coral05a.html [Accessed 20 May 2021].]</p>
<p style="text-align:left;">Explain how increased atmospheric carbon dioxide concentrations can lead to coral death.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>a. carbon dioxide dissolves in oceans/seawater ✔</p>
<p>b. carbonic acid formed/equation/lowers pH/makes water acidic ✔</p>
<p>c. prevents deposition of calcium carbonate/causes calcium carbonate to dissolve ✔</p>
<p>d. skeleton of (hard) corals degraded ✔</p>
<p>e. carbon dioxide is a greenhouse gas/causes warming/increases temperatures ✔</p>
<p>f. warmer oceans cause corals to expel zooxanthellae ✔</p>
<p>g. bleaching due to death/expulsion of mutualistic organisms/algae ✔</p>
<p><em>Allow zooxanthellae instead of algae in mpf</em>.</p>
<p><em>Reject reacts and diffuses instead of dissolves in mpa</em>.</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Answers relating to global warming and therefore rising sea temperatures and also answers relating to ocean acidification were accepted. Many candidates knew that carbon dioxide causes acidification but fewer knew about the resulting problems with mineral deposition to form the skeleton in a hard coral.</p>
</div>
<br><hr><br><div class="specification">
<p>A community living in the water of an estuary was used to investigate how climate change may affect ecological systems. The food web in this community included phytoplankton (producers), zooplankton (consumers) and saprotrophic bacteria. Small plastic mesocosms were set up with water from the estuary containing only these three groups of organisms. The mesocosms were subjected to four different temperatures and two nutrient levels (control and nutrients added) to replicate local variations of the conditions in the estuary during springtime warming.</p>
<p>The graph shows the biomass of the community for each of the eight mesocosms at the end of the experimental period. Biomass was measured in terms of the amount of carbon present. The horizontal line indicates the initial biomass.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: adapted from O’Connor, M.I., Piehler, M.F., Leech, D.M., Anton, A. and Bruno, J.F., 2009.<br><em>PLOS Biology</em>, [e-journal] 7(9). https://doi.org/10.1371/journal.pbio.1000178.]</p>
</div>
<div class="specification">
<p>The graph shows the mean biomass of autotrophs and heterotrophs in the eight mesocosms. The horizontal lines indicate the initial biomasses.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: adapted from O’Connor, M.I., Piehler, M.F., Leech, D.M., Anton, A. and Bruno, J.F., 2009.<br><em>PLOS Biology</em>, [e-journal] 7(9). https://doi.org/10.1371/journal.pbio.1000178.]</p>
</div>
<div class="specification">
<p>Chlorophyll concentration was used as an estimate of the photosynthetic capacity of the community. The rate of photosynthesis and mass of chlorophyll per unit volume were measured in a mesocosm at three different temperatures.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: adapted from O’Connor, M.I., Piehler, M.F., Leech, D.M., Anton, A. and Bruno, J.F., 2009.<br><em>PLOS Biology</em>, [e-journal] 7(9). https://doi.org/10.1371/journal.pbio.1000178.]</p>
</div>
<div class="specification">
<p>In a larger study, California grassland was exposed to elevated temperature and nitrate concentration for five years. The graph shows the total biomass production in individual and in combined treatments. Error bars denote one standard error.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: center;">[Source: adapted from Dukes, J.S., Chiariello, N.R., Cleland, E.E., Moore, L.A., Shaw, M.R., Thayer,S., Tobeck, T.,<br>Mooney, H.A. and Field, C.B., 2005. <em>PLOS Biology</em>, 3(10), e319. https://doi.org/10.1371/journal.pbio.0030319.]</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the effect of temperature on the total biomass.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Compare and contrast the effects of temperature on the biomass of autotrophs and heterotrophs with added nutrients.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the effect of temperature on the rate of photosynthesis in this mesocosm.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for the decreases in biomass of autotrophs as temperature rises, despite the increases in photosynthesis.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the effects of temperature and nitrate concentration on biomass.</p>
<div class="marks">[3]</div>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest <strong>two</strong> abiotic factors, other than temperature and nutrient supply, that may affect the production of biomass of the grasslands.</p>
<div class="marks">[2]</div>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The first study used mesocosms and the second study was carried out in natural grassland. Discuss the use of mesocosms as opposed to a study in a natural environment.</p>
<div class="marks">[2]</div>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. negative correlation/decrease (in biomass) as temperature rises in added-nutrients (mesocosms);<br>b. little/no (significant) change in biomass as temperature increases in control (mesocosms);</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. autotroph biomass decreases <span style="text-decoration:underline;">and</span> heterotroph biomass increases with higher temperatures;<br>b. decrease in autotrophs is greater/larger/more than increase in heterotrophs<br><strong>OR</strong><br>little difference in biomass (between auto and heterotrophs) at highest temperature/27 °C;<br>c. autotrophs show smaller and smaller gains in biomass from initial as temperature rises/WTTE;<br>d. heterotrophs no gain in biomass at 21 °C then larger and larger gains as temperature rises;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>rate of photosynthesis increases as temperature rises because</em>:<br>a. temperature is the limiting factor for photosynthesis;<br>b. higher temperatures increase enzyme activity;<br>c. faster molecular motion/more molecular kinetic energy/more frequent enzyme-substrate collisions;<br>d. Calvin cycle/light independent reactions (of photosynthesis) speed up;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>biomass of autotrophs decreases as temperature rises because of</em>:<br>a. more herbivory/grazing/feeding by (zooplankton/heterotrophs);<br>b. higher populations/numbers/biomass of zooplankton/heterotrophs;<br>c. more mortality/more decomposition/decay of autotrophs/phytoplankton;<br>d. <span style="text-decoration:underline;">respiration</span> (rate higher than photosynthesis rate in autotrophs/phytoplankton);</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. increased temperature raises biomass;<br>b. increased nitrate raises biomass more than increased temperature;<br>c. increased nitrate and temperature raises biomass by same amount as nitrate alone;</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. water availability/rainfall/humidity;<br>b. light/sunlight (intensity) / daylength;<br>c. salinity of <span style="text-decoration:underline;">soil</span> / high/low <span style="text-decoration:underline;">soil</span> pH;<br>d. chemical pollution/herbicides/allelopathy/parasitic weeds;</p>
<p><em>Mark the first two answers only</em>.<br><em>Do not accept carbon dioxide or weather conditions</em>.</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>advantages of mesocosms/converse problems with studies in natural environments</em><br>a. easier to manipulate/control variables/conditions / less susceptible to outside influences<br><strong>OR</strong><br>easier to replicate<br><strong>OR</strong><br>take up less space;</p>
<p><em>disadvantages of mesocosms/converse opportunities with studies in natural environments</em><br>b. some trophic levels missing/incomplete food chains in mesocosms<br><strong>OR</strong><br>large animals cannot be included / ethical concerns about enclosing animals in mesocosms<br><strong>OR</strong><br>some variables lacking in mesocosms / doesn’t show what happens in natural ecosystems;</p>
<p><em>Allow only one mark for an advantage and one mark for a disadvantage as this is a discuss question</em>.</p>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>The word ‘total’ confused some candidates who tried to write about both the control and added-nutrients without distinguishing between them. Of those candidates who realised that ‘total’ must mean the total biomass within a mesocosm, almost all got the decrease in ‘with nutrients’ mesocosms as temperature increased, but many were not discerning enough with the control mesocosms. The differences were less than the error bars, so were clearly insignificant and should have been ignored Question 2.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most candidates stated that autotroph biomass decreased and heterotroph biomass increased as temperature increased, but this contrast was only given one mark. Far fewer candidates gave a second worthwhile comparison or contrast. Very few candidates realised that at all temperatures the autotrophs had gained biomass from the initial level, but the gains were less as temperature rose. Similarly, few candidates stated that the heterotrophs had not gained mass at 21°C but gained increasing amounts of biomass as the temperature rose.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>About half candidates merely stated the relationship shown in the graph, rather than actually explaining it. An explanation based on enzyme activity were expected. Performance in this question and in (d) correlated well with the overall performance of each candidate on the paper, probably because biological understanding was required. Other parts of question 1 were less well correlated, as is typical for data analysis questions.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Enzymes do not denature at the temperatures used in this experiment. Also, the autotrophs are phytoplankton living in seawater so transpiration cannot be the cause of biomass reductions at higher temperatures. The data in previous graphs showed higher biomasses of heterotrophs at higher temperatures and thus greater rates of herbivory were the obvious explanation for reduced autotroph biomass.</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This was another question where many candidates’ answers lacked discernment. The increase in biomass with nitrate was clearly greater than that with temperature alone, but the increase with nitrate and temperature combined was not significantly different from nitrate alone. A useful way of thinking about answering questions such as this is ‘If I read out my answer to someone over the phone, would they correctly sketch the relative size of the bars without seeing the actual bar chart?’ With many candidates the answer to this would have been no.</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>About half of answers given were accepted. Carbon dioxide concentration was unlikely to vary enough to affect grassland biomass production. Vague answers such as ‘pH’ were not accepted but soil pH was.</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Because this was a ‘discuss’ question, one mark was awarded for arguments in favour or mesocosms and one mark for counter arguments. The best answers weighed up the relative advantage of these two approaches, rather than just singing the praises of one of them.</p>
<div class="question_part_label">g.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Extensive areas of the rainforest in Cambodia are being cleared for large-scale rubber plantations. Distinguish between the sustainability of natural ecosystems such as rainforests and the sustainability of areas used for agriculture.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the roles of the shoot apex in the growth of plants.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Research suggests that many living plant species are polyploid. Explain how polyploidy occurs and, using a <strong>named</strong> example, how polyploidy can lead to speciation.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. sustainable communities/ecosystems allow continued survival of organisms/<em>OWTTE</em> ✔</p>
<p>b. natural ecosystems can be sustainable over long periods of time/<em>OWTTE</em> ✔</p>
<p>c. natural ecosystems/rainforest more sustainable than agricultural areas/plantations ✔</p>
<p>d. diverse community/high biodiversity/higher biodiversity in natural ecosystems/rainforest<br><em><strong>OR</strong></em><br>less/low biodiversity in agricultural areas/agricultural soils ✔</p>
<p>e. agricultural areas/monocultures more affected by pests/diseases ✔</p>
<p>f. nutrient recycling «efficient» in natural ecosystems/rainforest ✔</p>
<p>g. nutrients removed with crops/nutrients removed when crops are harvested<br><em><strong>OR</strong></em><br>less formation of humus/less organic matter in agricultural soils ✔</p>
<p>h. more water recycling/more rainfall/more transpiration in natural ecosystems/rainforest ✔</p>
<p>i. larger biomass/more carbon stored «in biomass» in natural ecosystems/rainforest ✔</p>
<p>j. shallower soils/less soil erosion/degraded soils/infertile soils in agricultural areas ✔</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. shoot apex is an «apical» meristem/has undifferentiated cells ✔</p>
<p>b. mitosis «in shoot apex» ✔</p>
<p>c. cell division/cytokinesis/cells produced «in shoot apex» ✔</p>
<p>d. cell elongation «in shoot apex» ✔</p>
<p>e. stem/shoot growth «due to the cell division and elongation in the shoot apex» ✔</p>
<p>f. produces auxin ✔</p>
<p>g. auxin stimulates growth/cell elongation ✔</p>
<p>h. growth towards light ✔</p>
<p>i. differentiation of cells «produced by the shoot apex» ✔</p>
<p>j. leaf initiation/leaf development begins/leaf «primordia» formation «at shoot apex» ✔</p>
<p>k. flowers produced «by shoot apex» ✔</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. polyploidy is having more than two sets of «homologous» chromosomes ✔</p>
<p>b. triploid has three sets/is 3n ✔</p>
<p>c. tetraploid has four sets/is 4n ✔</p>
<p>d. <em>Allium</em>/vizcacha rats/other named example» ✔</p>
<p>e. details of chromosome numbers in diploid and polyploid species in the example ✔</p>
<p>f. non-disjunction/failure of chromosome pairs to separate during meiosis ✔</p>
<p>g. diploid gamete «can lead to polyploidy» ✔</p>
<p>h. fusion of diploid and haploid gamete produces triploid cells ✔</p>
<p>i. DNA replication but no subsequent mitosis doubles the chromosome number/produces tetraploid «from diploid»<br><em><strong>OR</strong></em><br>fusion of two diploid gametes produces tetraploid/4n ✔</p>
<p>j. polyploid/tetraploid «crossed» with diploid/non-polyploid produces infertile offspring ✔</p>
<p>k. meiosis fails in triploids because «homologous» chromosomes cannot pair up ✔</p>
<p>l. polyploid individuals are reproductively isolated<br><em><strong>OR</strong></em><br>polyploidy causes instant/immediate speciation<br><em><strong>OR</strong></em><br>tetraploids can form a new species because they can cross with each other<br><em><strong>OR</strong></em><br>polyploids cannot cross/produce fertile offspring with diploids ✔</p>
<p>m. speciation by polyploidy is common in plants/commoner in plants than animals ✔</p>
<p>n. polyploid individuals tend to be larger ✔</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how greenhouse gases interact with radiation and contribute to global warming.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how plants make use of the different wavelengths of light.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how organic compounds are transported within plants.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. carbon dioxide is a greenhouse gas </p>
<p>b. methane/nitrogen oxide/water vapour is a greenhouse gas </p>
<p>c. sunlight/light/(solar) radiation passes through the atmosphere (to reach the Earth’s surface) </p>
<p>d. CO<sub>2</sub> in atmosphere/greenhouse gases absorb/trap/reflect back some radiation/heat (emitted by the Earth’s surface) </p>
<p>e. CO<sub>2</sub> in atmosphere/greenhouse gases allow short wave radiation to pass (through atmosphere) but absorb long wave/infra-red </p>
<p>f. solar radiation/sunlight is (mostly) short wave </p>
<p>g. radiation/heat emitted by the Earth is long wave/infra-red</p>
<p><em>Allow answers presented in a clearly annotated diagram</em>.<br><br></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. light used in photosynthesis/light-dependent reactions/photolysis/photosystems/photophosphorylation/excitation of electrons/switch to flowering </p>
<p>b. chlorophyll absorbs red <em><strong>AND</strong></em> blue light (more) </p>
<p>c. chlorophyll/leaf/plant reflects/does not absorb/does not use green light </p>
<p>d. absorption spectrum of chlorophyll has peaks in the red and blue/sketch graph to show this </p>
<p>e. action spectrum shows which wavelengths plants use in photosynthesis/sketch graph of action spectrum showing peaks in the blue and red </p>
<p>f. accessory/other (named) photosynthetic pigments absorb different wavelengths/colours </p>
<p>g. violet is the shortest wavelength and red the longest </p>
<p>h. red light and far red/infra-red absorbed to measure length of light/dark periods</p>
<p> </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. transported in/translocated in/loaded into phloem</p>
<p>b. in sieve tubes </p>
<p>c. by mass flow </p>
<p>d. from sources to sinks </p>
<p>e. from leaves/other example of source to roots/other example of sink </p>
<p>f. loading (of sugars/organic compounds) by active transport </p>
<p>g. cause high concentration of solutes (in phloem/sieve tubes) </p>
<p>h. water uptake (in phloem/sieve tubes) by osmosis/water diffuses into phloem </p>
<p>i. rise in (hydrostatic) pressure at source (in phloem) </p>
<p>j. creates a (hydrostatic) pressure gradient/higher pressure in source than sink </p>
<p>k. flow can be in either direction/bidirectional</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Most of the surface of the Earth is covered with a wide diversity of ecosystems. Outline <strong>two</strong> general characteristics of all ecosystems.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Vascular plants can be found in a wide variety of ecosystems.</p>
<p>Outline active transport in phloem tissue.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Vascular plants can be found in a wide variety of ecosystems.</p>
<p>Explain how a plant replaces the water it loses in transpiration.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.ii.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. organisms/community plus the environment / biotic and abiotic «components» </p>
<p>b. interactions </p>
<p>c. ecosystems show sustainability </p>
<p>d. nutrients are recycled in ecosystems </p>
<p>e. energy flows through ecosystems </p>
<p>f. producers «are part of all ecosystems» </p>
<p>g. decomposers/saprotrophs «are part of all ecosystems»</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. active transport/pumps used to load sugars/sucrose into phloem/companion cells/sieve tubes </p>
<p>b. loading in sources/unloading in sinks<br><em><strong>OR</strong></em><br>sucrose/sugars moved from source to sink </p>
<p>c. active transport moves H<sup>+</sup> out of phloem/sieve tubes «to make H<sup>+</sup> gradient in the leaf/source» </p>
<p>d. H<sup>+</sup> gradient used for co-transport of sucrose into phloem/sieve tubes/companion cells</p>
<p><em>Accept protons or hydrogen ions instead of H+ ions.</em></p>
<p><em>Accept the equivalent of mpc and mpd for unloading in the sink.</em></p>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. transpiration/evaporation of water causes suction/tension </p>
<p>b. water sucked/drawn out of xylem «in leaf» </p>
<p>c. water moves up in xylem </p>
<p>d. due to suction/tension/pulling forces </p>
<p>e. cohesion of water/hydrogen bonds between water molecules </p>
<p>f. movement from roots to leaves </p>
<p>g. water enters root by osmosis/due to higher solute concentration inside root</p>
<div class="question_part_label">c.ii.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.ii.</div>
</div>
<br><hr><br><div class="specification">
<p>In ecosystems, energy is used to convert inorganic compounds into organic matter. Energy enters ecosystems through producers.<br> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the processes by which light energy is converted into chemical energy.</p>
<div class="marks">[8]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how energy flows through and is used by organisms in ecosystems.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. plants/producers/autotrophs convert light to chemical energy by photosynthesis</p>
<p>b. chlorophyll/photosynthetic pigments absorb light</p>
<p>c. electrons are excited/raised to higher energy level</p>
<p>d. excited electrons pass along chain of electron carriers</p>
<p>e. energy from electrons used to pump protons across thylakoid membrane/into thylakoid space</p>
<p>f. chemiosmosis/proton gradient used to make ATP</p>
<p>g. ATP synthase generates ATP</p>
<p>h. pigments arranged in photosystems</p>
<p>i. electrons from Photosystem II flow via the electron chain to Photosystem I</p>
<p>j. electrons from Photosystem I are used to reduce NADP</p>
<p>k. ATP and reduced NADP used in the light independent reactions/Calvin cycle</p>
<p>l. carbohydrate/glucose/carbon compounds produced containing energy</p>
<p><em>Award marking points for any point made on a clearly annotated diagram.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. producers/plants/autotrophs obtain energy from light/sun/inorganic sources</p>
<p>b. food contains energy / energy passed in the form of food/carbon compounds (along food chains/between trophic levels)</p>
<p>c. consumers obtain energy from other organisms/from previous trophic level </p>
<p><em>This mark point distinguishes consumers from producers.</em></p>
<p>d. energy released (in organisms) by (cell) respiration </p>
<p><em>Reject energy used in respiration.</em></p>
<p>e. ATP produced</p>
<p>f. energy/ATP used for biosynthesis/movement/active transport/other valid use of ATP</p>
<p>g. less energy available / energy lost at each trophic level</p>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Boreal forests stretch across Canada, Russia and Scandinavia. This northern ecosystem accounts for 29 % of the world’s forest areas. The long, cold winters favour tall evergreen trees with either needles or scale-like leaves. These trees are wind-pollinated and their seeds are not enclosed in a fruit. The photograph shows a typical boreal forest in winter.</p>
<p style="text-align: center;"><img 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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Identify the dominant plant phylum in the boreal forest.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">In some areas there are gaps in the boreal forest where trees fail to grow and peat tends to accumulate. Suggest reasons for this.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">An increase in global temperatures poses a critical threat to boreal forests. Explain the consequences of climate change to this northern ecosystem.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Suggest <strong>one</strong> advantage for the evergreen trees of the boreal forest being pollinated by wind.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Discuss the advantages of the production of seeds enclosed in fruit.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">The boreal forests are situated close to the north pole and even in summer the intensity of sunlight is lower than at the equator. Sketch a graph showing the effect of light on the rate of photosynthesis, labelling the axes.</p>
<p style="text-align: left;"><img src="data:image/png;base64,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"></p>
<div class="marks">[2]</div>
<div class="question_part_label">e.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">In some boreal species, Rubisco is down-regulated during the winter months. Describe the role of Rubisco in photosynthesis.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.ii.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">coniferophyta/conifer/coniferous/gymnosperms/pinophyta ✔</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">a. waterlogged soils/poor drainage<br><em><strong>OR</strong></em><br>acidic soil<br><em><strong>OR</strong></em><br>anaerobic conditions/soil ✔</p>
<p style="text-align: left;">b. organic matter not «fully» decomposed «leading to peat formation»<br><em><strong>OR</strong></em><br>decomposers/saprotrophs less active/fewer in cold «temperatures» ✔</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">a. higher temperatures so more transpiration/droughts/dehydration/water shortage ✔</p>
<p style="text-align: left;">b. more forest fires ✔</p>
<p style="text-align: left;">c. more/new pests/diseases because of the changed conditions ✔</p>
<p style="text-align: left;">d. competition from trees/plants «that colonize/spread to boreal forests» ✔</p>
<p style="text-align: left;">e. trees/«named» organisms «of boreal forests» not adapted to warmer conditions<br><em><strong>OR</strong></em><br>trees/«named» organisms migrate/change their distribution due to warmer conditions ✔</p>
<p style="text-align: left;">f. trees die so loss of habitat for animals ✔</p>
<p style="text-align: left;">g. faster decomposition/nutrient cycling «so conditions in the ecosystem change» ✔</p>
<p style="text-align: left;">h. standing water/floods due to more snow/permafrost melting ✔</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">animals/insects/mutualistic «relationships» not needed «for pollination»<br><em><strong>OR</strong></em><br>pollen not eaten by animals/insects ✔</p>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">a. seeds are protected «inside the fruit» ✔<br><br>b. seed dispersal by fruits ✔</p>
<p style="text-align: left;">c. example of a strategy for seed dispersal by a fruit ✔</p>
<p style="text-align: left;">d. dispersal reduces competition/spreads seeds away from parent plant/to colonize new areas ✔</p>
<p style="text-align: left;"><em>For mpc suitable strategies are dispersal by wind, by animals ingesting/carrying away succulent fruits, by animals being attracted to colourful/sweet/tasty fruits, by animals burying nuts, by burrs or other hooked fruits sticking to animals and by self-explosion</em>.</p>
<div class="question_part_label">d.ii.</div>
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<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">a. <em>x</em>-axis labelled as light intensity/amount of light <em><strong>AND</strong></em> <em>y</em>-axis labelled as rate of photosynthesis/rate of oxygen release/rate of carbon dioxide uptake ✔</p>
<p style="text-align: left;">b. curve starting at/slightly to the right of the <em>x</em>-axis origin and rising rapidly and then more slowly and plateauing but never dropping ✔</p>
<div class="question_part_label">e.i.</div>
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<div class="question" style="padding-left: 20px;">
<p style="text-align: left;">a. carbon fixation/fixes carbon dioxide/carboxylation<br><em><strong>OR</strong></em><br>rubisco is used in the Calvin cycle/light independent stage ✔</p>
<p style="text-align: left;">b. <span style="text-decoration: underline;">carbon dioxide</span> linked to <span style="text-decoration: underline;">RuBP</span>/<span style="text-decoration: underline;">ribulose bisphosphate</span> «by rubisco» ✔</p>
<p style="text-align: left;">c. glycerate 3-phosphate/glycerate phosphate produced «by rubisco» ✔</p>
<div class="question_part_label">e.ii.</div>
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<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">a.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">c.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.i.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.ii.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.i.</div>
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<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.ii.</div>
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