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</div><h2>SL Paper 2</h2><div class="specification">
<p>The diploid number of chromosomes in horses (<em>Equus ferus</em>) is 64 and the diploid number in donkeys (<em>Equus africanus</em>) is 62. When a male donkey and a female horse are mated, the result is a mule which has 63 chromosomes.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the haploid number for horses.</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>Explain reasons that mules cannot reproduce.</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 or not horses and donkeys should be placed in the same species.</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>A mule was born at the University of Idaho in the USA with 64 chromosomes. Suggest a mechanism by which this could happen.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>32</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. because the chromosome number is not an even number/63</p>
<p>b. (so) cannot divide by two during meiosis/cannot perform meiosis/chromosomes cannot pair up during meiosis</p>
<p>c. one chromosome has no homologue/WTTE</p>
<p>d. because unlikely to/cannot produce viable gametes/sperm/egg cells</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. to be in same species two organisms must have the same genes arranged on the same chromosomes<br><em><strong>OR</strong></em><br>must have the same number of chromosomes</p>
<p>b. members of same species produce fertile offspring and a mule is not fertile</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>non-disjunction</p>
<p><em>Accept description of non-disjunction</em>.</p>
<div class="question_part_label">d.</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>
<br><hr><br><div class="specification">
<p>In ecosystems, energy is used to convert inorganic compounds into organic matter. Energy enters ecosystems through producers.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the processes by which energy enters and flows through ecosystems.</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>Producers extract phosphates and nitrates from soil. Outline how these ions are used in the synthesis of organic molecules.</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>Draw a labelled diagram of a pyramid of energy.</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. light energy is the initial energy source for (all) organisms</p>
<p>b. producers/autotrophs change light/radiant energy into chemical energy<br><em><strong>OR</strong></em><br>producers/autotrophs convert/trap light/radiant energy by photosynthesis</p>
<p>c. producing C<sub>6</sub>H<sub>12</sub>O<sub>6</sub> /sugars/carbohydrates</p>
<p>d. carbon/organic compounds used for energy/growth/repair/storage</p>
<p>e. compounds/energy pass as food along food chains/trophic levels WTTE</p>
<p>f. cellular respiration releases energy as ATP from food</p>
<p>g. energy is lost as heat (during cellular respiration)</p>
<p>h. loss of energy at each trophic level<br><em><strong>OR</strong></em><br>only approximately 10% of energy is passed to the next trophic level / 90% is lost at each trophic level</p>
<p>i. energy lost in bones/hair when they die/not fully eaten by the next trophic level</p>
<p>j. energy lost in feces/urine</p>
<p>k. decomposers/saprotrophs remove energy from wastes/bodies</p>
<p>l. energy is not recycled</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. by photosynthesis / using energy from light</p>
<p>b. attached to carbon compounds</p>
<p>c. phosphates used to make phospholipids/nucleotides/nucleic acids/DNA/RNA/ATP</p>
<p><em>Other phosphorus-containing metabolites are acceptable if verified.</em></p>
<p>d. nitrates are used to make amino acids/proteins/nucleotides/nucleic acids/DNA/RNA/ATP</p>
<p><em>Other nitrogen-containing metabolites are acceptable if verified.</em></p>
<p>e. transported from roots to leaves (in xylem)</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. drawn in steps rather than triangle</p>
<p>b. drawn to scale (should be at least 1/5 of the box below it)<br><em><strong>OR</strong></em><br>annotated with appropriate numeric values</p>
<p>c. producer</p>
<p>d. primary consumer</p>
<p>e. secondary consumer</p>
<p><em>Award no marks if a drawing has not been made.</em></p>
<p><em>“Appropriate numeric values” should indicate scale so accept percentage or numbers.</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>Describe what is meant by a food chain and a food web.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the relationship between rises in concentration of atmospheric gases and the enhanced greenhouse effect.</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><em> Accept examples of the points below, provided that the terms underlined are clearly identified. </em></p>
<p><em>Accept only named examples (latin or common names) from natural ecosystems only. </em></p>
<p><em>Do not award marks for general names such as “fish” or “tree”. </em></p>
<p>a. food chain shows transfer of nutrients/energy in an ecosystem / arrows <span style="text-decoration: underline;">from</span> one trophic level <span style="text-decoration: underline;">to</span> the next in examples;</p>
<p>b. between different <span style="text-decoration: underline;">trophic levels</span> / shown in a correct chain or web;</p>
<p>c. starting with a <span style="text-decoration: underline;">producer</span>;</p>
<p>d. followed by at least two levels of <span style="text-decoration: underline;">consumers</span> / shown in a correct chain or web;</p>
<p>e. food web is the (branched) interaction of multiple food chains / cross arrows in examples;</p>
<p>f. using (multiple) <span style="text-decoration: underline;">producers</span> as a source;</p>
<p>g. transferring nutrients/energy to consumers from different food chains;</p>
<p>h. same consumer could be at different trophic levels in a food web;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em> Award <strong>[2 max]</strong> from the following list of greenhouse gases</em>:</p>
<p>a. water vapour;</p>
<p>b. carbon dioxide;</p>
<p>c. methane;</p>
<p>d. oxides of nitrogen;</p>
<p>e. all (of these gases) occur naturally;</p>
<p>f. and human activity has increased the normal level of these gases in recent years;</p>
<p>g. incoming shorter wave radiation <span style="text-decoration: underline;">from the Sun</span>;</p>
<p>h. is re-radiated as longer wave radiation/infrared;</p>
<p>i. (mainly) in the form of heat;</p>
<p>j. captured by greenhouse gases;</p>
<p>k. which increases the atmospheric/ocean temperature;</p>
<p>l. at a higher rate than normal / creating a positive imbalance;</p>
<p>m. which threatens ecosystems/climatic patterns/ocean patterns;</p>
<p>n. Earth’s history had many fluctuations in gas levels/global temperature / some scientists are skeptical about enhanced greenhouse effect;</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>In general, a poorly answered question. Candidates drew simplistic or inaccurate food chains and rarely connected the concept of trophic levels with transfer of energy or nutrients. Reference to multiple producers in food webs was usually lacking.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many answers did not distinguish between atmospheric gases and greenhouse gases. Few candidates were able to write about the shorter radiation from the sun and the longer radiation that is re-radiated. Some answers classically confused the greenhouse effect with the ozone layer.</p>
<p>There was no clear understanding of the effect of an increase in global temperature in leading to imbalance and climate change. Many answers were based around emotional arguments about the state of the planet.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Define <em>habitat</em>, <em>population,</em> <em>community</em> and <em>ecosystem.</em></p>
<p> </p>
<p> </p>
<p> </p>
<p> </p>
<p><br> </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 energy flows through an ecosystem.</p>
<p> </p>
<p> </p>
<p> </p>
<p><br> </p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the benefits and possible harmful effects of altering species by <strong>one</strong> example of genetic modification.</p>
<p> </p>
<p> </p>
<p> </p>
<p><br> </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><em>habitat</em>:<br>the environment in which a species normally lives / the location of a living organism / <em>OWTTE</em>;</p>
<p><em>population</em>:<br>a group of organisms of the <span style="text-decoration: underline;">same species</span> who live in the same/specific area at the same time/interact; (<em>some reference to common</em><br><em>place and time is required</em>)</p>
<p><em>community</em>:<br>a group of populations/species living and interacting with each other in an area / <em>OWTTE</em>;</p>
<p><em>ecosystem</em>:<br>a community and its abiotic environment / <em>OWTTE</em>;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>producers/plants/autotrophs convert light energy into chemical energy/make food by photosynthesis;<br>such as sugars/organic compounds;<br>producers eaten by primary consumers, these by secondary consumers, (these by tertiary consumers)/energy moves up trophic levels;<br>only a small percentage/10–20 % of the energy is passed along food chain;<br>energy lost in the form of heat;<br>energy lost by (cell) respiration;<br>energy lost as not digested/lost in feces;<br>energy lost through death of organisms;<br>passed to detritivores/saprophytes/decomposers;<br>energy is not recycled;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>DNA is universal (genes can be transferred among species);<br>gene modification is the transfer of genetic material between species;<br>named example; (<em>e.g. glyphosate resistant crops</em>)<br>source of gene; (<em>e.g. bacteria</em>)<br>function of gene; (<em>e.g. resistance to herbicides</em>)<br>modified organisms; (<em>e.g. soya beans</em>)</p>
<p>argument in favour/benefit of named example; (<em>e.g. increase in crop yield</em>)<br>argument in favour/benefit of named example; (<em>e.g. reduction in use of herbicides)</em><br>argument in favour/benefit of named example; <em>(e.g. glyphosate breaks down into naturally occurring components so glyphosate resistant crops are justified)<br></em></p>
<p>argument against/risk of named example;<em> (e.g. (application of) glyphosate could cause cancer in future)<br></em>argument against/risk of named example;<em> (e.g. could be transferred to wild plants)<br></em>argument against/risk of named example;<em> (e.g. genetically modified crops may cause allergies)</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;">
<p>Many candidates were correct with all of their definitions in 6(a). Since these involved pure recall, it showed that candidates had studied the topic. Where trouble occurred, it was confusion between population and community</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Overall, 6(b) was well answered with very few outright errors. Energy flow was well understood with accurate terminology being used. The ideas most frequently missed were: sugars/organic compounds as products of photosynthesis and the loss of energy. The latter included loss by (cell) respiration, loss as undigested material/feces and loss through death of organism. Also, not many candidates wrote that energy is not recycled.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Although 6(c) asked for the benefits and possible harmful effects of genetic modification using one example, it was appropriate to begin the answer by explaining that genetic modification involves the transfer of genes among different species based on the universality of DNA. This was rarely done. When naming the example, the source of the gene was usually not included, whereas its function and the modified organism were often given. Several examples of non-existent GMOs were cited. Some have ceased to be manufactured while others have not got out of the research laboratory. Pros and cons tended to be generic instead of true applications of the arguments to the named GMO. Some candidates used different examples for different points in favour and against as opposed to discussing with one relevant named example. Finally, a few candidates confused GMOs with selective breeding or cloning. </p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Define the terms <em>species</em>, <em>population</em> and <em>community</em>.</p>
<p>Species:</p>
<p> </p>
<p>Population: </p>
<p> </p>
<p>Community:</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>Explain the shape of the pyramids of energy that are constructed by ecologists to represent energy flow in an ecosystem.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>species: </em>group of organisms that can interbreed to produce fertile offspring;<em><br>population: </em>group of organisms of the same species living in the same area at the same time;<em><br>community: </em>group of populations living and interacting with each other in an area;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>energy flows up from one trophic level to the next (in a community);<br>energy is lost at each stage by waste products/feces/not all the organism is consumed;<br>most energy is lost through respiration/heat;<br>each level on the pyramid is about 10% – 20% of the size of the one below it / 80% – 90% energy lost between levels;<br>labelled diagram of pyramid of energy (indicating trophic levels);</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Candidates either knew these definitions well or did not. It is valuable to stress to candidates that many marks come from command term objective 1 questions, which are overwhelmingly “state” or “define”. These questions require commitment to learn these statements and definitions. Such commitment is always rewarded when candidates meet questions such as these in examinations </p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates were able to describe the flow of energy through ecosystems well with the best answers including diagrams of an energy pyramid with the tropic levels labelled.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a labelled diagram showing the structure of three water molecules and how they interact.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Aquatic and other environments are being affected by a global rise in temperature. Outline the consequences of this on arctic ecosystems</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Cell membranes separate aqueous environments in cells. Explain how the properties of phospholipids help to maintain the structure of cell membranes.</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. O connected to 2 H forming a V shape;<br>b. line between O and H of same molecule labelled as covalent bond;<br>c. three water molecules bonded together with dashed/dotted lines between O on one molecule and H on another;<br>d. dotted/dashed line labelled as hydrogen bond;<br>e. O labelled as partial negative charge/ and H labelled as partial positivecharge/ ;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. warming results in melting (arctic/polar) ice (cap) / loss of ice habitats;<br>b. (warming) raises sea level / floods coastal areas / destroys coastal habitats;<br>c. (warming) of habitat would change species/flora/fauna that can be supported (named examples can be used);<br>d. decrease in size of population(s) / possible extinction of species;<br>e. temperate species move into area / arctic species adapt/move;<br>f. change in distribution of species/changes in migration patterns;<br>g. (ecological) changes will affect higher trophic levels/food webs/food chains;<br>h. increased rates of decomposition of detritus from (melting) permafrost;<br>i. increased success of pest species including pathogens;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. (labelled) phospholipid consisting of head and two tails;<br>b. head is glycerol <span style="text-decoration: underline;">and</span> phosphate;<br>c. tails are fatty acid chains;<br>d. head hydrophilic <span style="text-decoration: underline;">and</span> tails hydrophobic;<br>e. hydrophilic molecules/heads attracted to/soluble in water;<br>f. hydrophobic molecules/tails not attracted to water but attracted to each other;<br>g. (properties of phospholipids leads to) formation of double layer in water;<br>h. stability in double layer because heads on outer edge are attracted to water and tails are attracted to each other in middle;<br>i. phospholipid bilayer in fluid/flexible state because of attraction of non-polar tails to each other;<br>j. (fluidity) allows membranes to change shape/vesicles to form or fuse with membrane/(fluidity) allows cells to divide;<br>k. non-polar amino acid side chains attracted to (hydrophobic) tails; <br><em>Marks may be earned using suitable labelled/annotated diagrams illustrating the points given above.</em></p>
<p><em>(Plus up to <strong>[2]</strong> for quality)</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;">
<p>Almost all candidates knew the V shape for water molecules but few labeled covalent bonds and still fewer were exact in describing the negative charge on O as partial or the positive charge on H as partial. The mark scheme assumes a stick model of water. Answers often used a bubble diagram, undercutting one possible mark. Even so, full marks could be earned. Bonding within and among water molecules was the part most often neglected.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was generally well answered displaying good knowledge of the effect of global warming on arctic ecosystems. Often this answer was reasonably well started, but often did not have enough follow-through. Weak answers included some odd understandings. It is not melting glaciers that are the issue, it is the melting ice cap and the sea ice. Some answers were glib, repeating the cases made by the public media rather than research-based information regarding the plight of endangered animals. There are no penguins in the Arctic.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question expected students to approach the topic from a slightly different position than the usual. As such, it discriminated well between stronger and weaker candidates. Many students misinterpreted what was being asked and wrote long detailed answers on structure of the cell membrane and how transport occurs through the proteins - rather than concentrating on the properties of the phospholipids which give the cell membrane its structure. Answers needed more attention to interaction of phospholipid with water. Few knew that the phospholipid head is glycerol and phosphate and virtually nobody mentioned anything about non-polar amino acid side chains being attracted to (hydrophobic) tails.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">Describe the structure and function of starch in plants.</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 style="text-align: left;">Outline the production of carbohydrates in photosynthesis.</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 style="text-align: left;">Discuss the processes in the carbon cycle that affect concentrations of carbon dioxide and methane in the atmosphere and the consequences for climate change.</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><em>Structure</em>:<br><br>a. «starch» is a polysaccharide/is composed of glucose molecules </p>
<p>b. contains amylose which is a linear/helical molecule </p>
<p>c. contains amylopectin which is a branched molecule </p>
<p><em>Function</em>:</p>
<p>d. storage of glucose/energy in plants </p>
<p>e. storage form that does not draw water</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. light is absorbed by <span style="text-decoration: underline;">chlorophyll</span><br><em><strong>OR</strong></em><br><span style="text-decoration: underline;">chlorophyll</span> absorbs more red and blue light <br><br>b. «absorbed» light energy is converted to chemical energy </p>
<p>c. some of the energy is used for production of ATP </p>
<p>d. water molecules are split/photolysis </p>
<p>e. produces oxygen «as waste product»/hydrogen/NADPH </p>
<p>f. plants absorb/fix CO<sub>2</sub> «from air or water» </p>
<p>g. ATP/energy is needed to produce carbohydrates/starch</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. CO<sub>2</sub> is produced from respiration in organisms/combustion of biomass/fossil fuels <br><br>b. CH<sub>4</sub> is produced by anaerobic respiration of biomass/«methanogenic» bacteria </p>
<p>c. CH<sub>4</sub> is oxidized to CO<sub>2</sub> and water </p>
<p>d. CO<sub>2</sub> is converted into carbohydrates/organic compounds by autotrophs/producers/photosynthesis </p>
<p>e. CO<sub>2</sub> can be converted to calcium carbonate/fossilized into limestone </p>
<p>f. «partially» decomposed organic matter/biomass can be converted into peat/coal/oil/gas/fossil fuels </p>
<p>g. CO<sub>2</sub> and CH<sub>4</sub> are both greenhouse gases/increase greenhouse effect </p>
<p>h. both absorb long-wave radiation from the earth and retain the heat in the atmosphere </p>
<p>i. increased CO<sub>2</sub> concentrations in the atmosphere correlate with increased combustion of fossil fuels </p>
<p>j. rising average global temperatures correlate with more greenhouse gases in the atmosphere </p>
<p>k. cattle production/rice paddy/defrosting of tundra increase CH<sub>4</sub> in the atmosphere<br><em><strong>OR</strong></em><br>increasing CO<sub>2</sub> leads to acidification of marine/aquatic environments </p>
<p>l. the global temperature increase influences/disrupts climate patterns</p>
<p><em>OWTTE</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>Distinguish between bryophyta and coniferophyta.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the consequences of a global temperature rise on arctic ecosystems.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</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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" alt></p>
<p><em>Responses do not need to be shown in a table format.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>increasing rates of decomposition of detritus previously trapped in permafrost;<br>expansion of the range of habitats available to temperate species;<br>loss of ice habitat;<br>changes in water salinity;<br>changes in distribution of prey species affecting higher trophic levels;<br>increased success of pest species;<br>loss of ice increases absorption of solar radiation increasing warming of atmosphere;<br>extinction of species adapted to arctic/cold conditions;<br>humans can/should take steps to reduce/slow losses in habitat / given example of measure taken;<br>statement applying the precautionary principle to this issue;</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Many answered this question very poorly. They did not identify bryophytes as mosses, liverworts or hornworts instead they identified them as angiosperms. They could write about conifers but not distinguish between the two. <br><br></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The knowledge of consequences of a global temperature rise on arctic ecosystems tended to be very general and simplistic (certainly not specific enough). Many candidates wrote in great length about how the polar bear population is decreasing but forgot to mention any other consequence of global warming on the arctic ecosystem. As well, many candidates incorrectly wrote about increasing sea levels as this applies to all coastal ecosystems not just the arctic. Many candidates believed that penguins were arctic. <br><br></p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p>Plants have widespread influences, from food chains to climate change.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a diagram of a palisade mesophyll cell labelling only the structures that would not be present in a pancreatic cell.</p>
<p> </p>
<p> </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>Explain the process of photosynthesis.</p>
<div class="marks">[8]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the process of peat formation.</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. cell wall</p>
<p style="padding-left: 30px;"><em>Must be shown as a double line</em></p>
<p>b. large vacuole</p>
<p style="padding-left: 30px;"><em>Labelled either inside or on the membrane</em></p>
<p>c. chloroplast/plastid</p>
<p>d. starch grain</p>
<p>e. tonoplast</p>
<p><em>Allow <strong>[2 max]</strong> if any features common to both plant cells and animal cells are labelled</em></p>
<p><img src="data:image/png;base64,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" width="316" height="216"></p>
<p><em><strong>[Max 3 Marks]</strong></em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <span style="text-decoration: underline;">autotrophs</span> perform photosynthesis</p>
<p>b. carbon dioxide and water are the reactants/raw materials required for «photosynthesis»</p>
<p>c. light splits water molecules/causes photolysis</p>
<p>d. «photolysis» releases oxygen as a «waste» product</p>
<p>e. light energy is converted into chemical energy</p>
<p>f. «photosynthesis» produces organic compounds/glucose/carbohydrates</p>
<p>g. photosynthesis occurs in chloroplasts</p>
<p>h. chlorophyll «photosynthetic pigment» absorbs light</p>
<p>i. different pigments absorb different wavelengths «of light»</p>
<p>j. chlorophyll absorbs red and blue light/ends of the spectrum</p>
<p>k. carbon dioxide concentration/temperature/light intensity are limiting factors</p>
<p> </p>
<p><em>Award only <strong>[1]</strong> for correct display of equation unless further annotated or explained</em></p>
<p><em>Allow up to <strong>[2]</strong> for correct use of understandings specified as AHL topic 8</em></p>
<p><strong><em>[Max 8 Marks]</em></strong></p>
<p> </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. formed from dead plant material/leaves/mosses/Sphagnum</p>
<p>b. formed in waterlogged sites/bogs/mires/swamps</p>
<p>c. where bacteria/fungi/saprotrophs are not active/are inhibited</p>
<p>d. organic matter not fully decomposed</p>
<p>e. «occurs» in acidic conditions</p>
<p>f. «occurs» in anaerobic conditions</p>
<p style="padding-left: 30px;"><em>Reject anaerobic respiration</em></p>
<p>g. «very» slow process/takes a long time</p>
<p><em><strong>[Max 4 Marks]</strong></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 difference in absorption of red, blue and green light by chlorophyll.</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 the process of photosynthesis affects carbon dioxide concentrations in the atmosphere during a typical year <strong>and</strong> the likely consequences on Earth of the yearly rises in carbon dioxide concentrations.</p>
<div class="marks">[8]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. blue and red light absorbed (the most);<br>b. greatest absorption in blue light;<br>c. red light absorbed in high amounts;<br>d. least/no absorption of green light / green light is reflected/transmitted; <br><em>Allow answers shown in an annotated diagram/graph.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Relationship between photosynthesis and carbon dioxide concentration: <strong>[4 max]</strong></em><br>a. photosynthesis uses carbon dioxide;<br>b. CO<sub>2</sub> fixed/made into organic molecules/compounds by photosynthesis;<br>c. lowering carbon dioxide level in atmosphere;<br>d. annual/seasonal fluctuations of carbon dioxide levels could be related to photosynthesis;<br>e. caused by increased photosynthesis during spring/summer;</p>
<p><em>Consequences: <strong>[5 max]</strong></em><br>f. <span style="text-decoration: underline;">enhanced</span> greenhouse effect caused by raised levels of carbon dioxide;<br>g. causing global warming;<br>h. rising of ocean levels / melting of polar ice caps/glaciers;<br>i. changes in weather (patterns);<br>j. ocean acidification;<br>k. alter food webs;<br>l. changes/loss of habitat;<br>m. changes in distribution of plants and animals;<br>n. may lead to extinction;</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Question 6 appeared to be the most difficult question for candidates.</p>
<p>Most candidates knew that chlorophyll absorbs blue and red light and virtually no green light which is consequently reflected. Very few candidates knew that blue light is absorbed most and that red light is absorbed in high amounts.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Question 6 appeared to be the most difficult question for candidates.</p>
<p>Candidates frequently began with the idea that plants take in CO<sub>2</sub> through photosynthesis and that levels of atmospheric CO<sub>2</sub> can be lowered as a result. After that changes in atmospheric levels as a result of seasonal fluctuation was left undeveloped or confused with human production of CO<sub>2</sub> through deforestation etc. Candidates did know about global warming resulting from rising levels of CO<sub>2</sub>. They knew a variety of consequences related to global warming which reflected awareness of similar IB questions on past exams. Some candidates still think that CO<sub>2</sub> weakens the ozone layer. It seems that no candidate knew about the enhanced greenhouse effect.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Ecologists sometimes display data from an ecosystem using a diagram called a pyramid of energy. Describe what is shown in pyramids of energy.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the control of body temperature in humans.</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. pyramid of energy shows the flow of energy from one trophic level to the next (in a community);<br>b. units of pyramids of energy are energy per unit area per unit time/kJ m<sup>–2</sup> yr <sup>–1</sup>;<br>c. bar width is proportional to the energy stored (in the biomass) in that trophic level;<br>d. the first/lowest trophic level is producers;<br>e. second level is primary consumers/herbivores;<br>f. third level of secondary consumers/carnivores;<br>g. only a small amount (10 to 20 %) of energy of one level is passed to the next;<br>h. bar width/energy stored in the trophic level decreases (proportionally) as you go up each level;<br>i. pyramid shows that there is a limit to the length of food chains; <br><em>Award any of the above marking points to a correctly drawn and clearly labelled pyramid.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. normal body core temperature constant/36.5 to 37.5°C; (<em>accept single values within this range</em>)<br>b. regulated by negative feedback/homeostatic mechanisms;<br>c. hypothalamus is the centre of thermoregulation;<br>d. hypothalamus sends impulses to the body to increase/decrease temperatures;<br>e. release of sweat (by sweat glands in the skin) if skin temperature rises;<br>f. evaporation of water cools the body; (<em>concept of evaporation must be mentioned</em>)<br>g. heat is transferred by blood;<br>h. transfer of heat from body core in blood to surface;<br>i. if temperature rises, increased flow of blood/heat to the skin/vasodilation of skin blood vessels/arterioles; (<em>do not accept veins, arteries or capillaries</em>)<br>j. if temperature drops, decreased flow of blood/heat to the skin/vasoconstriction of skin blood vessels/arterioles; (<em>do not accept</em><br><em>veins, arteries or capillaries</em>)<br>k. shivering increases heat production (in muscles);<br>l. example of one behavioural mechanism; <em>(eg reducing activity (to lower body temperature) / reducing exposed surfaces (to reduce heat loss)</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;">
<p>The pyramids of energy were not always shown in the correct energy proportions for each step. As in many of the text books this error is also found, we decided to accept it and award the corresponding mark. Many of the marks were awarded for correctly drawn and clearly labelled pyramids.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Among the most common errors were to mention dilation of arteries capillaries or veins instead of arterioles and shivering was not always associated to heat production. The concept of evaporation was not always mentioned. Few were able to account for the role of the hypothalamus.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline <strong>two</strong> possible consequences of global warming for organisms living in arctic 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>The changes that result from global warming may lead to evolution. Define <em>evolution</em>.</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 how sexual reproduction promotes variation in a species.</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>reduced space/habitat (for ice-dwelling species) / valid example;<br>increased competition (from temperate species);<br>arctic species forced to migrate (in search of suitable habitats/food);<br>changes in patterns of (seasonal) migration;<br>extinction of some species due to inability to adapt quickly/compete successfully;<br>increased activity of decomposers;<br>increased success of pest species including pathogens;<br>changes in the distribution of prey species;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(cumulative) change in heritable/genetic characteristics of a population;<br>new species arise from pre-existing species;<br>change/adaptation of a population due to natural selection / descent with modification;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sexual reproduction involves interbreeding/genetic material from two parents;<br>new combinations of paternal and maternal chromosomes/alleles/genes / (random) fertilization;<br>which leads to new genetic combinations/greater variation;<br>meiosis creates a great variety of gametes;<br>by crossing-over / by random orientation of alleles (during meiosis);</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>Most candidates performed well here, but a significant number of candidates lacked the appropriate vocabulary (habitat, competition, and extinction). Some poor answers focused on the effect of warming on the environment rather than the organisms in the arctic. Others focused only on the problems posed for polar bears. Answers that did not earn credit were release/increase in greenhouse gases, rising water levels, and references to animals “dying out” which was vague. </p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Given the pivotal position of evolution in biology, it is disturbing that so many definitions missed the mark. Candidates who did well were familiar with the Teacher's notes in the Biology syllabus (p. 66) which accompany A.S. 5.4.1. The concept of change in the heritable characteristics of a population was often expanded to include adaptation through natural selection. Others candidates expanded their answer with the idea of species arising from pre-existing species. Candidates who performed poorly did not specify change in terms of heritable/genetic characteristics. Many weak answers stressed mutation rather than natural selection as the basis for adaptation. </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Among all candidates as a group, every marking point for the question about the promotion of variation in a species through sexual reproduction was eventually awarded. However, most candidates could only produce one or two creditable ideas in their answers. Most common was the involvement of two parents leading to new genetic combinations which cause variation in offspring. Many candidates mentioned crossing-over and/or random orientation during meiosis. A few candidates mentioned random fertilization. Some weak answers talked about interbreeding of different species because the candidates misread the question and overlooked “in a species.” Also, many candidates talked about the genes of an organism or adaptation of an organism when the discussion should have been on a species or population. Finally, some candidates mixed up meiosis with mitosis while other made irrelevant comparisons to asexual reproduction.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>All organisms take in and also release carbon compounds. Draw a labelled diagram of the carbon cycle.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how the rate of photosynthesis can be measured.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the mechanism of ventilation in humans.</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><span style="text-decoration: underline;">CO<sub>2</sub></span> in atmosphere/air;<br>plants/producers linked to carbon in air/CO<sub>2</sub> with arrow labeled photosynthesis;<br>plants/consumers linked to animals/consumers with arrow labeled feeding;<br>plants/producers<span style="text-decoration: underline;"> and</span> animals/consumers linked to carbon in air/CO<sub>2</sub> with arrow labeled (cell) respiration;<br>plants/producers <span style="text-decoration: underline;">and</span> animals/consumers linked to decomposers/bacteria/fungi with arrow labeled death;<br>decomposers/bacteria/fungi linked to carbon in air/CO<sub>2</sub> with arrow labeled (cell) respiration;<br>plants/producers connected to carbon in air/CO<sub>2</sub> with arrow labeled combustion/forest fire;<br>decomposers/bacteria/fungi linked to fossil fuels/coal/oil/natural gas with arrow labeled (partial) decomposition;<br>fossil fuels/coal/oil/gas linked to carbon in air/CO<sub>2</sub> with arrow labeled<br>combustion; </p>
<p><em>Award marking points only if arrows point in correct direction.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>correct equation for photosynthesis in words or symbols;<br>measure production of oxygen;<br>example of method to measure oxygen production;<br><em>(eg count bubbles from water plant/collect oxygen data per unit of time using electronic sensors/probes)</em><br>measure uptake of CO<sub>2</sub>;<br>example of method; <em>(eg method of measuring (aquatic) pH changes/shift per unit time)</em><br>measure increase in biomass;<br>example of method; <em>(eg sample (dry) mass of crop before and after timed period)</em></p>
<p>not possible to measure water uptake since water is transpired/used in turgidity/many chemical processes;<br>another valid method if concept of rate (measurements per time) is included;<br><br></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>air enters/exits lungs through <span style="text-decoration: underline;">trachea</span>, <span style="text-decoration: underline;">bronchi</span> and <span style="text-decoration: underline;">bronchioles</span>;<br>during inspiration/inhalation external intercostal muscles contract;<br>causing ribs to move upwards/outwards;<br>during inspiration diaphragm contracts/flattens;<br>causes increase in volume of thorax/lungs;<br>decrease in pressure allows air to enter (passively);<br>during expiration internal intercostal muscles contract/external intercostal muscles relax;<br>causing ribs to move down/in;<br>diaphragm relaxes/returns to original domed position;<br>abdominal muscles contract to push diaphragm up;<br>causes decrease in volume of thorax/lungs;<br>increase in pressure forces air out of lungs; <br><em>Award [5 max] for inhalation or exhalation only.</em></p>
<p><em>(Plus up to [2] for quality) </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;">
<p>Many candidates spent considerable time drawing beautiful trees, rabbits, and factories but labels on the arrows that connected the various components of the carbon cycle. Some candidates never showed CO<sub>2</sub>/carbon in the air.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates could name production of O<sub>2</sub>, uptake of CO<sub>2</sub>, and an increase in biomass as methods to measure the rate of photosynthesis. This meant an easy three marks. Gaining marks beyond that became very difficult. The primary reason was that when candidates gave details about the method, they failed to mention rate, as in a unit of time for the measurement e.g. bubbles of O<sub>2</sub> released per minute. The equation for photosynthesis was rarely given by any candidate.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The mechanism of ventilation in humans was generally explained well. Some accounts were flawed when specific intercostals muscles contracting or relaxing were not identified. More serious problems occurred when candidates mixed up ventilation with gas exchange at the level of alveoli or dwelled on cell respiration.</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 labelled diagram showing the ultrastructure of a typical prokaryote.</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 <strong>three</strong> different environmental conditions can affect the rate of photosynthesis in plants.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how the emission of gases, both naturally and through human activity, can alter the surface temperature of the Earth.</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><em>Award <strong>[1]</strong> for each structure clearly drawn and correctly labelled, up to <strong>[4 max]</strong>.</em><br>cell wall – a uniformly thick wall;<br>pili – hair-like structures / flagellum – at least length of the cell;<br>plasma membrane – represented by a continuous single line; <em>May be labelled as the innermost wall line.</em><br>ribosomes – drawn as small discrete circles/shaded circles;<br>nucleoid – region with DNA not enclosed in membrane;<br>plasmid – circular ring of DNA;<br>cytoplasm – the non-structural material within the cell;</p>
<p><em>Award <strong>[3 max]</strong> if one eukaryote structure is shown, <strong>[2 max]</strong> for two eukaryote structures, <strong>[1 max]</strong> for three eukaryote structures and <strong>[0]</strong> if four or more eukaryote structures are shown.</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>light: <strong>[2 max]</strong></em><br>rate increases with increasing light;<br>it reaches maximum then plateaus;<br>as all chloroplast molecules are working at optimal pace;</p>
<p><em>temperature: <strong>[2 max]</strong></em><br>rate increases with increasing temperature;<br>to a maximum/optimum temperature;<br>but then falls off rapidly;<br>as enzymes are denatured above the optimal temperature;</p>
<p><em>carbon dioxide: <strong>[2 max]</strong></em><br>rate increases with increasing carbon dioxide level;<br>it reaches maximum then plateaus;<br>as photosynthesis operating at optimal level;</p>
<p><em>Award any of the above points if clearly drawn in a diagram.</em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>increase in temperature is called global warming;<br>this is caused by the greenhouse effect;<br>a natural phenomenon that has occurred over millions of years;<br>main gas responsible is carbon dioxide;<br>other gases like methane/nitrous oxide also cause effect;<br>shortwave radiation from the Sun enters atmosphere;<br>warms the surface of the Earth;<br>longwave radiation emitted by the surface of the Earth;<br>is absorbed by carbon dioxide/greenhouse gases;<br>human use of fossil fuels has increased levels of atmospheric carbon dioxide;<br>rapid rise in temperatures over (approximately) hundred years;<br>cows/animals/peat bogs release methane;<br>greenhouse gases emitted by volcanic activity;</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>On the whole the diagrams of a prokaryotic cell were well drawn receiving full marks. A sizable number of candidates drew hybrid cells with features of prokaryote and eukaryotes. Contradictions in answers cannot be rewarded and such answers did poorly. As with other questions, some candidates squandered the opportunity for marks by drawing small or untidy diagrams</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was straight from the subject guide but many candidates were unable to identify the relevant factors. Those who could generally did well. Many good answers used annotated graphs to illustrate the changing effect of the factor on photosynthesis.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The impact of gases on the Earth’s temperature was, in most cases, not well answered with many candidates confusing the greenhouse effect with the hole in the ozone layer.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline, with examples, the types of carbohydrate found in living organisms.</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>Describe the importance of hydrolysis in digestion.</p>
<div class="marks">[6]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the flow of energy between trophic levels in ecosystems.</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>(mono-, di- and polysaccharides) consist of one, two and many units;<br>example of <span style="text-decoration: underline;">monosaccharide</span> (<em>e.g.</em> glucose/ribose/galactose/fructose);<br>example of <span style="text-decoration: underline;">disaccharide</span> (<em>e.g.</em> maltose/lactose/sucrose);<br>example of <span style="text-decoration: underline;">polysaccharide</span> (<em>e.g.</em> starch/glycogen/cellulose);</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>digestion is the breakdown of large molecules into small molecules;<br>to allow diffusion / to make food soluble;<br>so foods can be absorbed into the bloodstream/body;<br>so foods can move from bloodstream into cells;<br>small molecules can be joined to form the organism’s (unique) macromolecules;<br>hydrolysis is aided by enzymes;<br>hydrolysis requires water;<br>polysaccharides (hydrolysed) to disaccharides/monosaccharides/specific example;<br>proteins/polypeptides (hydrolysed) to amino acids;<br>fats/lipids/triglycerides (hydrolysed) to fatty acids and glycerol;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sunlight is the initial source of energy for (most) ecosystems;<br>sunlight (energy) is converted (through photosynthesis) into chemical/potential energy by producers/plants/autotrophs;<br>energy escapes from an ecosystem (as heat) / is not recycled;<br>flow of energy through an ecosystem can be represented as a pyramid of energy; (<em>allow a suitable diagram</em>)<br>energy flow in an ecosystem is measured as energy per unit area/volume, per unit time, for example kJ m<sup>–2</sup> yr<sup>–1</sup>/ kJ m<sup>–3</sup> day<sup>–1</sup> / other valid unit;<br>(chemical) energy is passed along the food chain/trophic levels;<br>primary consumer/herbivores obtain energy from plant food;<br>secondary/tertiary consumer/carnivores obtain energy by eating other (animals);<br>energy transfer between trophic levels is not 100 % efficient / is only about 10% efficient;<br>some energy is lost as heat through respiration;<br>decomposers obtain energy from waste products/dead bodies/leaf litter;</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>Well answered except for the absence of understanding about the prefixes: mono-, di-, and poly- when preceding the word saccharide.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Candidates who did well understood that hydrolysis falls within the context of digestion rather than thinking that hydrolysis is synonymous with digestion. Their answers began with the notion that only small molecules can diffuse and be absorbed into the bloodstream and that hydrolysis is a step in the digestive process. Often those candidates went on to describe that hydrolysis requires water and gave examples of how polysaccharides or proteins are hydrolyzed to named sub-units. Even among stronger responses, lipid hydrolysis was not mentioned very often nor was the idea that hydrolysis is aided by enzymes. This question was an interesting link between Topic 3.2 and Topic 6.1</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The best answers started out with the sun as the ultimate source of energy and how light energy is converted to chemical energy through photosynthesis by autotrophs/plants. This led naturally to how energy passes from one tropic level to the next. By including that energy transfer is only about 10% efficient and that it is not recycled, candidates gained the max of 8 marks. Some candidates included pyramids of energy. Less commonly mentioned was the loss of energy through metabolic heat or that decomposers obtain energy from waste products, dead bodies/leaf litter. Only the rare candidate mentioned how energy flow is measured in energy per unit area/volume per unit time.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the movement of energy and nutrients in an ecosystem.</p>
<div class="marks">[6]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how sexual reproduction can eventually lead to evolution in offspring.</p>
<div class="marks">[8]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using simple external recognition features, distinguish between the plant phyla bryophyta and angiospermophyta.</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>ecosystem is a community and its abiotic environment;<br>solar energy collected by autotrophs/plants (via photosynthesis);<br>moves through trophic levels via food;<br>only 5 to 20% transferred from one trophic level to next / never 100% efficient;<br>lost as metabolic heat/organic waste;<br>energy flow can be illustrated by pyramid shape;<br>organisms absorb nutrients from food/environment;<br>nutrients occur as complex organic matter in living organisms;<br>after death, saprotrophic bacteria and fungi (decomposers) breakdown complex organic matter;<br>breakdown products are simpler substances;<br>absorbed into plants for resynthesis into complex organic matter/recycled;</p>
<p> </p>
<p> </p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>offspring vary in traits;<br>variation results from sexual reproduction;<br>independent assortment of alleles (during meiosis of spermatogenesis/ oogenesis) contributes to variation;<br>meiosis is the cellular process that produces gametes;<br>crossing over (during meiosis) increases variation;<br>fertilization (combination of different genomes) contributes to variation;<br>more offspring may be produced than the environment can hold;<br>struggle for existence can occur;<br>offspring whose traits best adapt them to environment will survive/survival of fittest;<br>change in environment will lead to survivors with new/different traits;<br>correct use of term natural selection/selective pressure;<br>variation is heritable / over time more offspring born with new trait;<br>change in gene pool;<br>when entire population (of a species) exhibits new trait, evolution has occurred;</p>
<p> </p>
<p> </p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><img 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" alt></p>
<p> </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;">
<p>Candidates demonstrated a good understanding of the movement of both energy and nutrients in ecosystems. The best responses were illustrated with energy pyramids or nutrient diagrams. <br><br></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The role of sexual reproduction in evolution was well answered in general. The best answered laid out a step-wise sequence of events that explained how sexual reproduction leads to evolution with real life examples such as Galapagos Island Finches.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Few candidates could recall any detail of the characteristics of the plant phyla bryophyta and angiospermophyta. Many did use a table to distinguish between the two phyla, which was an appropriate way to approach the answer, however the lack of detail let most candidates down.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Below is a graph of atmospheric CO<sub>2</sub> levels measured at Mauna Loa Observatory, Hawai’i.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Explain the observed changes in atmospheric CO<sub>2</sub> concentration from 1960 to 2005.</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>Outline the precautionary principle.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>(from 1960–2005) atmospheric CO<sub>2</sub> concentration increases/strong positive trend / increase between 1960–2005 of 65 ppm/figures to that effect;<br>CO<sub>2</sub> released by human activities contributes to the increase;<br>examples of human activities <em>e.g.</em> combustion of fossil fuels / deforestation;<br>seasonal/annual fluctuations (do not prevent long-term increase);</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>some human-induced change can be very large/perhaps catastrophic;<br>those responsible for the change must prove it will cause no harm before proceeding;<br>appropriate (environmental/medical <em>etc.</em>) example <em>e.g.</em> companies must immediately reduce emission of greenhouse gases even though proof of human impact on global warming is still debated;<br>is reverse of historical practice / previously those concerned about change had to prove it will do harm to prevent such changes from going ahead / paradigm shift;</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Few candidates gained three marks. The increasing trend of atmospheric CO<sub>2</sub> was commonly given with the combustion of fossil fuels as the reason. Sometimes, there was no explanation at all. Many candidates reported the seasonal/annual fluctuations in the trend.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>It was clear that many candidates had never heard of the precautionary principle and guessed at the answer. Conversely, there were candidates who wrote terrific answers which got at the heart of the answer, i.e. that those responsible for change must prove it will cause no harm before proceeding. Good examples were limited. </p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram shows the greenhouse effect.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the type of wavelength of the radiation labelled X and Y.</p>
<p>X: </p>
<p>Y: </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 reasons for the change occurring at Z. </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>The short-tailed albatross (<em>Phoebastria albatrus</em>) nests and breeds on remote low-lying coral islands in the Pacific Ocean. Predict how global warming may threaten the survival of such an ocean bird.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>X: short-/ultraviolet/UV/visible/EMR/electromagnetic radiation </p>
<p>Y: long-/infrared/IR</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. greenhouse gases present (at Z) </p>
<p>b. greenhouse gases «CO<sub>2</sub>, methane, nitrous oxide, water vapour» absorb long-wavelengths/infrared<br> <em><strong>OR</strong> </em><br>long wavelengths/infrared waves blocked from leaving the atmosphere </p>
<p>c. (long-wavelengths/infrared absorbed and) reradiated/re-emitted (heat Earth)</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. rising ocean levels/more extreme weather «due to global warming» may destroy breeding/nesting sites <br><em><strong>OR</strong> </em><br>rising sea level may put island underwater causing young birds/chicks to drown </p>
<p>b. populations may not find/adapt to new colony sites </p>
<p>c. warming seas may affect the food supply</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="specification">
<p>The grey partridge (<em>Perdix perdix</em>) is a species of bird that is found on farmland. Sparrowhawks (<em>Accipiter nisus</em>) and buzzards (<em>Buteo buteo</em>) are birds of prey that kill and feed on birds, including grey partridge. The number of grey partridges in a region of southern England was monitored from 1970 to 2004. The numbers of sparrowhawks and buzzards, seen from sampling positions during regular observation periods, were counted. The results are shown in the graph below.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>The density of grey partridge (number per square kilometre) varied considerably in different areas within the study region. The graph below shows the correlation between the density of grey partridges and the density of birds of prey.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="specification">
<p>The highest density of birds of prey was found in areas used for recreational shooting. In these areas, other species of partridge were bred and released. Food and shelter were provided for the released birds. These measures tended to increase the number of both released and wild birds.</p>
<p>The causes of death of grey partridge were investigated in one of the areas that was used for recreational shooting. The pie chart below shows the causes of death.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the trends, over the period of time shown in the graph, in the number of grey partridges, buzzards and sparrowhawks.</p>
<p>Grey partridges: ........................................................ </p>
<p> </p>
<p>Buzzards: ........................................................ </p>
<p> </p>
<p>Sparrowhawks: ........................................................</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>Identify the correlation between the density of grey partridges and birds of prey.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a hypothesis to account for this correlation.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the percentage of deaths due to birds of prey.</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>Using the data provided, discuss the causes of the correlation between the density of grey partridges and the density of birds of prey.</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>grey partridge numbers/pairs reduced;<br>buzzard numbers increased;<br>sparrowhawk numbers no clear trend/no overall rise or fall/constant/stable/ fluctuates;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>negative correlation/inverse proportion/bird of prey density falls as partridge density rises</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>partridges eaten by birds of prey;<br>fewer partridges present where more birds of prey present / more partridges present where fewer birds of prey present;<br>partridges move to areas with fewer birds of prey;<br>fewer birds of prey enable growth (by reproduction) of grey partridge population;</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><span style="text-decoration: underline;">18</span>%/<span style="text-decoration: underline;">18</span>.1% (<em>18 needed but no penalty if significant figure error</em>)</p>
<div class="question_part_label">c (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>birds of prey attracted from outside to shooting areas because of abundant food (grey and released partridges) / birds of prey living in<br>shooting areas increase in numbers because of abundant food;<br>non-hunting human involvement (food and shelter) influenced the correlation between the densities;<br>more grey partridges shot than killed by birds of prey / <span style="text-decoration: underline;">many</span> grey partridges shot in shooting areas;<br>correlation <span style="text-decoration: underline;">not</span> only due to birds of prey eating grey partridges/human involvement;<br>grey partridges compete with released partridges for food and shelter (decreasing the density of grey partridges);</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;">
<p>The answers here were usually fine, but sometimes candidates faltered because they never summarized an overall trend or reached any conclusion about a trend. Just noting yearly population fluctuations for individual bird species was not enough to gain marks.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers were divided between giving the term negative correlation or inverse proportion or using a sentence such as "birds of prey density goes down as grey partridge density rises." Either style was acceptable.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Those answers that gained the maximum of two marks provided a prediction/observation supported by some reasoning. For example, “fewer partridges are present when more birds of prey are seen because partridges are eaten by birds of prey.” Another acceptable reason was that the partridges moved to areas with fewer birds of prey. Converse accounts also gained credit such as “more grey partridges can exist (through reproduction) when fewer birds of prey are around.” Some candidates just repeated their response from 1(b) (i) and gained no credit. </p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>A correct percentage was usually calculated. Although it was not required, many candidates applied significant figures rules in determining their answer. <br><br></p>
<div class="question_part_label">c (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Answers were quite varied. Many candidates had difficulty using the data provided. The discussions of some candidates covered more than the maximum number of marks while others wrote vague and ambiguous explanations for no credit. Many candidates showed some sort of reasoning. All the marking points eventually appeared over the range of scripts. Often, candidates mentioned that birds of prey were attracted from outside to the shooting area because of the abundant food i.e. the released partridges and grey partridges.</p>
<div class="question_part_label">c (ii).</div>
</div>
<br><hr><br><div class="specification">
<p>Bottlenose dolphins (<em>Tursiops truncatus</em>) inhabit almost all tropical and temperate oceans between 45°N and 45°S. Over a two-year period, aerial surveys were carried out to investigate the seasonal distribution of these animals along the mid-Atlantic and eastern coastal waters of the USA. Sightings were recorded using a global positioning system (GPS) while flying parallel to the coast approximately 500 m offshore. The diagram below shows a map of the section of coast surveyed. The bar graph shows the seasonal data for summer and winter at the corresponding latitudes (°N). A total of 5431 bottlenose dolphins were sighted during these surveys.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the largest number of dolphins counted in a single summer survey.</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>Compare the distribution of dolphins in summer and winter.</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 <strong>one</strong> reason for the differences in distribution.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>150 (<em>allow answers in the range 140–160</em>)</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>more evenly distributed in summer than in winter (across latitudes);<br>many near Cape Hatteras/35.0/2–35.4/6°N in winter/more than in summer;<br>more dolphins overall in the survey area in winter than in summer;<br>wider summer range / reaches 36.6 and 34.2°N/ less far N and S in winter;<br>unimodal distribution in winter versus bimodal in summer / <em>OWTTE</em>;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>seasonal variation in food supply/prey/predators/water temperatures;<br>migration to find food/prey/warmer water/mates;<br>migrating dolphins rest/congregate near Cape Hatteras/35.2 – 35.4°N;<br>Cape Hatteras/35.2 – 35.4°N may be a mating area in the winter;<br>seasonal variation in human activity / valid example;<br>more food/warm water between mainland and Cape Hatteras in winter;</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>Most answers were correct, although some gave the highest overall number in winter.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates recognized the more even distribution of dolphins in summer than in winter and that more dolphins congregated near Cape Hatteras in winter than in summer. Some candidates just quoted data. Instead of saying “many” dolphins they would state a number and let the reader interpret the meaning.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>By far, the most common answer identified seasonal variation in food supply or water temperature. Some candidates did not earn the mark because they had no reference to season. In 1(b) candidates had been asked to compare the distribution of dolphins in summer and winter and in 1(c) they were asked to suggest one reason for the differences in distribution. It was expected that some reference to seasonality would accompany any answer in 1(c).</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>(i) Distinguish between the thermal properties of water and methane.</p>
<p>(ii) Explain the reasons for the unique thermal properties of water.</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>Using the diagram, explain the interaction of short and long wave radiation with greenhouse gases in the atmosphere.</p>
<p><img 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" alt></p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>(i)</p>
<p>Boiling point of water is greater than methane</p>
<p>Melting point of water is greater than methane</p>
<p>Latent heat of vaporization of water is greater than methane<br><em><strong>OR</strong></em><br>specific heat capacity of water is greater than methane</p>
<p>(ii)</p>
<p>Water is polar<br><em><strong>OR</strong></em><br>O atom more negative<br><em><strong>OR</strong></em><br>H atoms more positive</p>
<p>This causes «strong» hydrogen bonds to form <span style="text-decoration: underline;">between the molecules</span></p>
<p>Which require more/high amount of energy to break</p>
<p>Which increases the melting/boiling/latent heat properties</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Short wave radiation/UV «shown as» having its origin in the Sun gives off light as short radiation</p>
<p>Short wave radiation/UV «shown as» passing through the greenhouse gases «some reflected»</p>
<p>Some short wave radiation/UV is absorbed by the Earth and some is reflected</p>
<p>The reflected radiation is long wave radiation «reflected as heat»</p>
<p>Long wave radiation/IR «shown as» being unable to pass through/being absorbed/reflected by the greenhouse gases</p>
<p><em>Award marks for diagrammatic explanations of these marking points</em>.<br><em>Accept UV and IR as long as they are drawn with the correct wavelength</em>.</p>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>(i) The expression ‘thermal properties’ seemed to confuse weaker candidates, who looked ahead to part b and tried to compare them as greenhouse gases. Perhaps the use of ‘physical properties’ might have been better. Many were able to state, for example, that water has a high boiling point, but did not get the mark as they did not continue to say that it was much higher than methane. </p>
<p>(ii) Most remembered about hydrogen bonds, but lost the mark for forgetting to state that they are between molecules. </p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The writer of this question presumed that the more visual learners would use the diagram to produce an annotated response. In fact, very few used the diagram at all. The difference between long and short wavelengths was very confused, and weaker candidates were obsessed with explaining the composition of the greenhouse gases, and the role of the ozone layer (usually incorrectly). As a major problem affecting the planet, there seemed to be a lot of confusion.</p>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagrams show a virus and a bacterium.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the magnification of the bacterium.</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>State the method that bacteria use to divide.</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 effectiveness of antibiotics against viruses and bacteria.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Saprotrophic organisms, such as <em>Mucor </em>species, are abundant in soils.</p>
<p>Define <em>saprotrophic organisms</em>.</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>State <strong>one </strong>role of saprotrophic organisms in the ecosystem.</p>
<div class="marks">[1]</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>45 000(x) <em><strong>or </strong></em>(x)45000 <em>(accept answers in the range of 44000 to 46 000)</em></p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>binary fission</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>effective against bacteria, but not viruses</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>an organism that secretes enzymes in dead organic matter and absorbs its nutrients/products of digestion</p>
<div class="question_part_label">d(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>decomposer / recycle <span style="text-decoration: underline;">nutrients</span> / break down organic material into inorganic material</p>
<p><em>Do not just accept "recycle" alone.</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>Once again a simple calculation resulted in answers that were both incorrect and illogical. Better candidates gained the mark for 45000x. Some lost the mark for incorrect units.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>‘Binary fusion’ was the most common wrong answer.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most knew that antibiotics are effective against bacteria, not viruses. An explanation was not required.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>These were really definitions from the syllabus.</p>
<p> </p>
<div class="question_part_label">d(i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>These were really definitions from the syllabus.</p>
<div class="question_part_label">d(ii).</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Pictured below are Louis Pasteur’s original drawings of swan-necked flasks.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<p style="text-align: left;">Describe how Pasteur’s experiments provided convincing evidence to falsify the concept of spontaneous generation.</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>State the function of life in <em>Paramecium</em> that is carried out by:</p>
<p>cilia.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the function of life in <em>Paramecium</em> that is carried out by:</p>
<p>the contractile vacuole. </p>
<div class="marks">[1]</div>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the advantages and disadvantages of the use of adult stem cells.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the role of decomposers in an ecosystem.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>a. spontaneous generation is life appearing from nothing / from non-living / cells only come from pre-existing cells/life </p>
<p>b. broth/culture medium (for bacteria) (used/placed) in flasks </p>
<p>c. broth boiled/sterilized «in some flasks» to kill microbes </p>
<p>d. no clouding/signs of bacterial growth/reproduction / microbes did not appear «in flasks of boiled broth» </p>
<p><em>Allow bacteria or organisms instead of microbes.</em></p>
<p>e. after necks of flasks were snapped boiled broth became cloudy/growth of microbes </p>
<p>f. because microbes from the air contaminated the «boiled» broth </p>
<p>g. curved necks allowed indirect exposure to air but prevented entry of microbes</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>movement/locomotion<br><em><strong>OR</strong></em><br>feeding/nutrition</p>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>homeostasis <br><em><strong>OR</strong></em> <br>maintain osmotic balance / expels «excess» water / maintains «cell» water content</p>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em>Advantages:</em></p>
<p>a. «adult stem cells» can divide «endlessly» / can differentiate </p>
<p>b. «adult stem cells» can be used to repair/regenerate «tissues» </p>
<p>c. fewer ethical objections «than with embryonic stem cells» </p>
<p>d. adults can give «informed» consent for use of their stem cells </p>
<p>e. adult source is not killed / «source» would not have grown into new human / no death of embryos used to provide stem cells </p>
<p>f. no rejection problems / patient’s own cells used </p>
<p>g. less chance of cancer/«malignant» tumor development «than from embryonic stem cells» </p>
<p>h. most tissues in adults contain some stem cells</p>
<p><em>Disadvantages:</em></p>
<p>i. difficult to obtain/collect/find in adult body/very few available </p>
<p>j. some «adult» tissues contain few/no stem cells </p>
<p>k. «adult stem cells» differentiate into fewer cell types «than embryonic cells» /OWTTE</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. saprotrophs/decomposers feed on/break down dead «organic» matter </p>
<p>b. saprotrophs/decomposers release energy «heat» accelerating decomposition/warming soil </p>
<p>c. saprotrophs/decomposers recycle nutrients / make nutrients available (to producers)<br><em><strong>OR</strong></em><br> improves soil fertility / returns nutrients (minerals/nitrates/phosphates/carbon)to soil/water/environment </p>
<p>d. saprotrophs/decomposers detoxify waste</p>
<div class="question_part_label">d.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">b.ii.</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>
<br><hr><br><div class="specification">
<p>Male Lepidoptera (butterflies and moths) commonly drink from pools of water or from moist soil. This behaviour, called puddling, was investigated in an undisturbed area where male tiger swallowtails, <em>Papilio glaucus</em>, had been seen puddling.</p>
<p>Four successive sets of experiments were performed under similar conditions of temperature and humidity. In each set, equal samples of sand were spread out evenly on trays and then treated differently. Except for one dry sample (in the first set), all others were saturated with a different liquid. Results of the observations are given in the table below.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>Study of the male moth <em>Gluphisia septentrionis</em> revealed that their puddling behaviour can last for hours. Though drinking results in the uptake of hundreds of gut-loads of fluid, this fluid becomes rapidly expelled from the digestive system through frequent anal ejections. In this experiment, the ion concentration change was calculated by subtracting ions ejected from ions taken in. The following data was collected from males drinking laboratory solutions and from natural puddles.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the dissolved element always present in the three samples with most puddling time.</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>Discuss the relationship between sampling visits (V) and puddling time (T) in experiments 1, 2 and 3.</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>Analyse the results for experiment 4.</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 which ion the moths are retaining in their body from the laboratory solutions.</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>Compare the gain and loss of ions in the male moths which have drunk from laboratory solutions with the changes in those that have drunk from natural puddles.</p>
<div class="marks">[3]</div>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The diagram below shows the digestive system anatomy of the male and female moth.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>Using the diagram above, evaluate the hypothesis that male moths are better adapted than female moths to benefit from puddling behaviour.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>sodium/Na</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>unclear correlation between V and T;<br>depends on the nature of the substrate and its concentration;<br>sometimes high V with low T (<em>e.g.</em> experiment 1 for sucrose) / sometimes high V with high T (<em>e.g.</em> experiment 2 for NaCl);</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>higher salt/NaCl concentrations increase T and V;<br>increase in puddling with increase in salt/NaCl;<br>no clear relationship between the number of visits and the concentration of salt/NaCl;</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sodium/Na</p>
<div class="question_part_label">d (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>retention of sodium/Na from laboratory solutions and natural puddles;<br>definite loss of potassium from laboratory solutions but loss/gain uncertain from natural puddles;<br>slight loss of magnesium from laboratory solutions and uncertain gain/loss from natural puddles;<br>calcium uncertain in both cases / variation in data for calcium;<br>more conclusive results in laboratory solutions / conditions more reliable in laboratory solutions / greater variation in natural puddles;</p>
<p><em>Accept reference to error bars/ranges in data in place of uncertainty.</em></p>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>males have longer/wider digestive tracts for greater absorption of fluid;<br>ileum of males has greater surface area;<br>which allows faster/more absorption in males than in females;</p>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Many candidates answered NaCl instead of Na when asked to identify the dissolved element.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates were unable to discuss correctly the relationship between sampling visits (V) and pudding time (T) in experiments 1 2 and 3.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Many candidates were unable to see the relationship between the NaCl concentration, the sampling visits (V) and the pudding time (T).</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>N/A</p>
<div class="question_part_label">d (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In part (ii), the majority of the candidates did not compare the gain and loss of each ion between moths which drank from laboratory solutions and moths which drank from natural puddles.</p>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In the case of many candidates, no discussion or analysis was included, only description.</p>
<div class="question_part_label">e.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagrams below show different organisms (not drawn to scale).<br><br></p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State <strong>all</strong> the organisms shown above that belong to the following phyla.</p>
<p>Filicinophyta: <br>Arthropoda: <br>Mollusca: </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>Construct a possible food chain using <strong>three</strong> of the organisms shown opposite, stating the trophic level to which they belong.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the initial energy source of the food chain constructed in (b)(i).</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (ii).</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p><em>filicinophyta: </em><span style="text-decoration: underline;">fern</span>;<em><br>arthropoda: </em><span style="text-decoration: underline;">spider</span>, <span style="text-decoration: underline;">ant</span>, <span style="text-decoration: underline;">crab</span>;<em> (all three needed to award the mark)<br>mollusca: </em><span style="text-decoration: underline;">snail</span>;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>e.g.</p>
<p>daisy/fern → ant → spider;<br>daisy/fern → snail → crab/sea lion/ant;<br><span style="text-decoration: underline;">producer</span> <span style="text-decoration: underline;">primary consumer</span> <span style="text-decoration: underline;">secondary consumer</span>; <br><em>Award <strong>[1 max]</strong> for correct trophic levels. Award <strong>[1]</strong> for the correct sequence of organisms which includes a producer.</em></p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>sun / solar energy/light</p>
<div class="question_part_label">b (ii).</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Widespread weakness was seen as many candidates could not identify which organisms belonged to which phyla (A.S. 5.5.3, 5.5.4). One correctly matched organism was often mixed with one that didn't belong, resulting in no mark.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Unrealistic food chains were given; for example, daisy→ant→snail. Arrows showing energy flow did not always lead from producer to primary consumer etc. or were shown leading in both directions. Finally, the food chain had to include a producer, a primary consumer and a secondary consumer.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Although the food chain in 3(b)(i) had to begin with either daisy or fern, the initial source of energy should have been (sun)light. Either plant was unacceptable for the mark.</p>
<div class="question_part_label">b (ii).</div>
</div>
<br><hr><br><div class="specification">
<p>Limpets are small animals that feed on the green algae which grow on rocks on seashores. Oystercatchers (<em>Haematopus bachmani</em>) are birds that feed on limpets.</p>
<p><img 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" alt></p>
<p>In a study on the north-west coast of the USA, where three limpet species are common (<em>Lottia digitalis</em>, <em>Lottia pelta</em> and <em>Lottia strigatella</em>), the limpets were protected from the oystercatchers by large wire cages. After two years the number of limpets in this area was compared with the number of limpets in an area without cages, where oystercatchers were present.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>There is evidence to show that both air and water temperatures have increased over a period of time. An investigation was undertaken to determine the effect this change in climate had on the populations of another species of limpet, <em>Patella depressa</em>, around south-west England. The population of the limpet was recorded in many locations and around 30 years later, this study was repeated. The chart below compares the population in each of the locations.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the effect that the exclusion of the oystercatchers had on the total number of limpets per m<sup>2</sup>.</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 reasons for the difference in numbers of <em>L. strigatella</em> between the areas where oystercatchers were present and where oystercatchers were excluded.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>On the map above label <strong>one</strong> location,</p>
<p>(i) with the letter X, where the limpet population was abundant in the 1950s and occasional in the 1980s (1980–1984).</p>
<p>(ii) with the letter Y, where the limpet population was abundant in both the 1950s and in the 1980s (1980–1984).</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, using the data, the overall trend in the limpet population from the 1950s to the 1980s (1980–1984).</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>Suggest <strong>two</strong> reasons for the change in limpet population between the 1950s and the 1980s (1980–1984).</p>
<div class="marks">[2]</div>
<div class="question_part_label">f.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>total number of limpets increased</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p><em> L. strigatella</em> decrease when oystercatchers excluded;</p>
<p>could be due to increase in number of <em>L. digitalis</em>;</p>
<p>increased competition/predation (for <em>L. strigatella</em>);</p>
<p>less food/green algae (for <em>L. strigatella</em>);</p>
<p>less habitat available (for <em>L. strigatella</em>);</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(i) X at 4th location going anticlockwise from top right</p>
<p>(ii) Y at 8th, 9th <span style="text-decoration: underline;">or</span> 11th location going anticlockwise from top right</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>(overall) decline in limpet population;</p>
<p>in no location has the population increased;</p>
<p>greatest decrease in numbers at most northern/western locations;</p>
<p>in many/some/quantitative value locations the population has not changed;</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>more predation of the limpets than before;</p>
<p>less food available;</p>
<p>less habitat available;</p>
<p>more competition from other species;</p>
<p>water/air too warm for their metabolic activities/other specific reason;</p>
<p>water pollution / toxins;</p>
<div class="question_part_label">f.</div>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question" style="padding-left: 20px;">
<p>Weaker candidates often missed the reference to “total”. This oversight resulted in answers about changes in individual limpet species rather than a single answer describing the effect on all the species added together.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Very few candidates noted the decline in the population of <em>L. strigatella</em> when oystercatchers were excluded. Answers frequently mentioned the increase in the number of <em>L. digitalis</em> with reference to more predation and less food. Less habitat for <em>L. strigatella</em> was rarely, if ever, described.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Almost everybody correctly placed the X but much fewer the Y.</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>This question was answered well by most candidates. The popular answers were that the (overall) population declined and that in many locations the population had not changed. Only a few candidates mentioned that the population never increased or that the greatest decrease was in the most northern/western locations.</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Again, this question was generally answered well. Most candidates mentioned greater predation of limpets, less availability of food or water pollution. Some talked about warmer air/water but then dropped the idea by not including any specific effect on limpets. In contrast, some candidates suggested that warmer water might inhibit reproductive behaviour, thus gaining a mark. A few other candidates gained a mark by suggesting loss of habitat.</p>
<div class="question_part_label">f.</div>
</div>
<br><hr><br><div class="specification">
<p>Malaria is a mosquito-borne disease caused by a unicellular organism, <em>Plasmodium</em>. <em>Plasmodium</em> is a parasite that spends part of its life in a mosquito and part in a human. The mosquito transmits the <em>Plasmodium</em> to a human when it feeds on human blood. Mosquitoes hatch in water and are flying insects as adults. In the country of Belize, where malaria is a serious problem, studies have been made to determine what environmental factors affect the incidence of the disease. 156 villages were studied over a ten-year period.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>Each of the six districts of Belize was studied from 1989 to 1999. The graph shows the mean number of people in each district to be affected by malaria per year per 1000 people.</p>
<p><img 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" alt></p>
</div>
<div class="specification">
<p>The country of Belize has many different ecosystems. These ecosystems are shown in the bar chart. The white bars indicate the total area within each ecosystem with the lowest incidence of malaria. The dark grey bars indicate the total area within each ecosystem with the highest incidence of malaria. The total area with an intermediate incidence of malaria is not shown.</p>
<p><img 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the district where there is the highest number of villages with the highest incidence of malaria.</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>Analyse the data in the map to find whether there is an association between rivers and the incidence of malaria.</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>Compare the trends in incidence of malaria for Toledo and Corozal.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest a reason for the decreases in the incidence of malaria from 1995 to 1999.</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>Suggest a reason why the incidence of malaria is so low in the Belize District.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Besides farmland, identify which two ecosystems have the greatest total area with a high incidence of malaria.</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>Predict with a reason, using the data, which district has most farmland.</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 malaria could be reduced by replacing farmland with natural ecosystems and replacing broadleaf hill forest with mixed hill forest.</p>
<div class="marks">[4]</div>
<div class="question_part_label">g.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Toledo</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. in Cayo and/or Toledo the high incidence seems to be associated with rivers;<br>b. however, along one river in Toledo there is no high incidence;<br>c. in Belize District there is low incidence along the river / high incidence away from the river;<br>d. Orange Walk/Stan Creek there is no clear association;<br>e. (consequently) association of rivers with high incidence of malaria is inconclusive OWTTE;</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. both are stable from 1989 to 1992;<br>b. both see upward spike in 1992;<br>c. Corozal reaches its peak (one year) earlier / vice versa;<br>d. Toledo rises after 1998 but Corozal continues to decline / Corozal at the end decreases almost to 0, while Toledo still have incidence at the end of the decade;<br>e. Toledo has a higher incidence (throughout the decade) / vice versa;<br>f. Toledo changes more rapidly than Corozal / vice versa; <br><em>Do not award numerical comparisons.</em></p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>insecticides used to kill <span style="text-decoration: underline;">mosquitoes</span> / more anti malarial drugs / drought/less water for mosquito breeding / increased drainage / improved education / more mosquito nets / other reasonable change in conditions<br><em>Do not accept vaccines as they do not exist.</em></p>
<div class="question_part_label">d (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>drier climate/less rainfall / more predators / vegetation/ecology not favourable to mosquitoes / higher rainfall so faster flowing rivers/more educated inhabitants so more aware of dangers.</p>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p> lowland broadleaf forest and broadleaf hill forests <em>(both required)</em></p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Toledo because it has the highest incidence of malaria in map/graph (and farmland has highest correlation to incidence of malaria in the table).</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. if farming provides habitat for mosquitoes, then reducing it could reduce malaria / <em>OWTTE</em>;<br>b. natural habitats provide predators, but farmland does not;<br>c. changing native vegetation is not practical since plants are adapted to their environment/organisms have specific adaptations to their environments;<br>d. might work to change broadleaf forest into mixed hill forest as much of broadleaf forest has high incidence of malaria and no part of mixed hill forest has high incidence of malaria / <em>OWTTE</em>;<br>e. loss of habitat/loss of biodiversity results in less stable environment;<br>f. the value of maintaining natural habitat must be balanced with the value of reduced malaria;<br>g. farmland feeds the population, so cannot be replaced / <em>OWTTE</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>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept. Others felt that it was too biased towards geography due to the map analysis. Really the map reading required should have been within the capabilities of all students. Perhaps a geography student may have been at some advantage, but it could be argued that sometimes a chemistry student is advantaged in other years. </p>
<p>Nearly all students identified Toledo correctly.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept. Others felt that it was too biased towards geography due to the map analysis. Really the map reading required should have been within the capabilities of all students. Perhaps a geography student may have been at some advantage, but it could be argued that sometimes a chemistry student is advantaged in other years.</p>
<p>Good candidates were able to analyse the data, quoting specific districts. Weaker ones did not mention any districts or tried to make the data fit the association.</p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>Better students were able to compare the trends correctly and easily scored all three marks. Weaker students wrote about Toledo and then Corazol, hoping that the examiner would make the comparison for them. Very weak students just quoted numbers without considering trends. There were some G2 comments that it was difficult to make out the lines. However the students seemed to have no trouble, and some well organized students drew over it to highlight the correct line.</p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>In part (i) an answer in terms of reducing the number of mosquitos or an increase in education about mosquitos was looked for. Simply "the mosquito population went down" was not deemed good enough; it needed a because… or due to…. Similarly in part (ii) "fewer mosquitoes" was too weak. Vaccines are nowadays near to becoming a reality, but certainly did not exist between 1995-1999. Similarly cures for malaria, and an increase in the number with sickle cell forest were discounted.</p>
<div class="question_part_label">d (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>In part (i) an answer in terms of reducing the number of mosquitos or an increase in education about mosquitos was looked for. Simply "the mosquito population went down" was not deemed good enough; it needed a because… or due to….. Similarly in part (ii) "fewer mosquitoes" was too weak. Vaccines are nowadays near to becoming a reality, but certainly did not exist between 1995-1999. Similarly cures for malaria, and an increase in the number with sickle cell forest were discounted.</p>
<div class="question_part_label">d (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>Nearly everyone gave broadleaf forest and broadleaf hill forest.</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>Most correctly stated Toledo with the correct reason.</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Some G2 comments seemed to think that Question 1 was too long, containing too many marks for one concept.</p>
<p>This proved to be a testing question, and as several pointed out, would have benefitted from a larger answer box as it was worth 4 marks. Many gained the mark for pointing out that if farming does provide the habitat for mosquitoes, then replacing would be beneficial, and that no part of mixed hill forest has high incidence, so that could work. Few got beyond these and discussed biodiversity and adaptation.<br><br></p>
<div class="question_part_label">g.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram shows a leaf from Dryopteris arguta.</p>
<p><img src="data:image/png;base64,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" width="184" height="243"></p>
<p>[https://commons.wikimedia.org/wiki/File:E20161208-0001%E2%80%94Dryopteris_arguta_(Reverse)%E2%80%94RPBG_(30698925004).jpg, E20161208-0001—Dryopteris arguta (Reverse)—RPBG Source: <a href="https://www.flickr.com/photos/john_d_rusk/30698925004/">https://www.flickr.com/photos/john_d_rusk/30698925004/</a> Author: John Rusk from Berkeley, CA, United States of America, licensed under Creative Commons licence: https://creativecommons.org/licenses/by/4.0/legalcode]</p>
<p> </p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the phylum of this plant.</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>State<strong> two</strong> characteristics of plants from the phylum you stated in (a)(i).</p>
<p> </p>
<p> </p>
<div class="marks">[2]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline why the number of trophic levels is limited in a food chain.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Filicinophyta/Filicinophytes/Pteridophytes</p>
<p><em>Reject “ferns”</em></p>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. have roots, stem and leaves</p>
<p style="padding-left: 30px;"><em>All three, roots, stem and leaves required</em></p>
<p>b. pinnate leaves/leaves divided «repeatedly» into leaflets</p>
<p>c. have vascular tissue/xylem and phloem</p>
<p>d. produce spores/sporangia</p>
<p><em><strong> OR</strong></em></p>
<p> no flowers/fruits/seeds</p>
<p><em><strong>[Max 2 Marks]</strong></em></p>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>energy losses between trophic levels</p>
<p><em><strong>OR</strong></em></p>
<p>only part of the energy in one trophic level will become part of the next trophic level</p>
<div class="question_part_label">b.</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>
<br><hr><br><div class="specification">
<p>Beavers are large rodents that live in waterways throughout the northern hemisphere. Dams made by beavers change the temperature of the streams and affect the mayfly, <em>Baetis bicaudatus</em>. In the summer of 2008, beaver ponds in West Brush Creek and Cement Creek, Colorado, were studied to evaluate their impacts on mayflies. The study sites included streams flowing into (upstream) and out of (downstream) each beaver pond.</p>
<p style="text-align: center;"><img 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" alt></p>
<p>Mayflies, including the species <em>B. bicaudatus</em>, are aquatic insects that hatch and spend their larval stages in water emerging from the water as adults. Larger females produce an increased number of better quality eggs.</p>
<p>The table shows the mean temperature differences (downstream – upstream) and mean dry mass for female and male mayflies.</p>
<p style="text-align: center;"><img 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" alt></p>
<p> </p>
<p> </p>
</div>
<div class="specification">
<p>The bat, <em>Pipistrellus nathusii</em>, feeds on insects including mayflies. A study was undertaken in Poland to see the effect of European beavers (<em>Castor fiber</em>) on the activity of bats. Beaver activity can affect forests that are covered by trees and meadows that are covered by grasses and have no trees. The following habitats were studied:</p>
<ul>
<li>forest (F)</li>
<li>flooded forest with canopy gaps created by beavers and flooding due to the presence of beaver dams (FFG)</li>
<li>forest with canopy gaps created by beavers but no flooding (FG)</li>
<li>meadow (M)</li>
<li>meadow with flooding due to the presence of beaver dams (MF).</li>
</ul>
<p>As bats feed they fly through the air catching insects. The number of feeding passes made by bats was counted. The graph shows differences in the bat activity between particular habitats.</p>
<p><img style="display: block; margin-left: auto; margin-right: auto;" 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" alt></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Calculate the difference in the mean dry mass of mayflies upstream and downstream of Cement Creek pond 9 for female and male mayflies.</p>
<p><img src="data:image/png;base64,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" alt><br> </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 effect dams have on water temperature.</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>The graph shows the mean dry mass of mayflies relative to the water temperature in their habitats.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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" alt></p>
<p>Using the graph, discuss evidence for the hypothesis that mayflies grow to greater dry mass in cooler water.</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>Analyse the data to find the effect of flooding and tree felling by beavers on the activity of bats.</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>The trout, <em>Oncorhynchus mykiss</em>, that live in West Brush Creek and Cement Creek also feed on the mayflies. Fishermen come to Colorado to catch and eat trout. Draw a diagram of part of a food web for the creeks in Colorado, including mayflies, humans, trout and bats.</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 an example of competition between organisms in this food web.</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>The North American beaver (<em>Castor canadensis</em>) was introduced to islands adjacent to Argentina and Chile where they have become an invasive species. Discuss <strong>one</strong> ecological criterion (a basis for deciding) whether beavers are harmful <strong>or</strong> helpful to the ecosystems there.</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><em>I</em>. <em>female</em>: «+» 0.04 «mg» <br><em><strong>AND</strong></em><br><em>II</em>. <em>male</em>: «–» 0.12 «mg»</p>
<p><em>Both needed</em>.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. height of dam affects the temperature</p>
<p>b. high dams tend to cool the water</p>
<p>c. low dams tend to warm the water</p>
<p>d. pond 5/one pond shows no change/stays the same<em> <br></em></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <span style="text-decoration: underline;">trend</span> lines support «the hypothesis»<em><br><strong>OR</strong><br></em><span style="text-decoration: underline;">trend</span> shows a negative correlation shown «between increased temperature and size»<em> <br></em></p>
<p><em>Do not credit answers with just numbers.<br><em>Accept “line of best fit” wtte.</em></em></p>
<p>b. the trend line is shallow / small slope<em><br><strong>OR</strong><br></em>there is a large amount of scatter at higher temperatures (reducing the certainty)<em><br><strong>OR</strong><br></em>wide/overlapping ranges so no significant difference «(at» 9<sup>o</sup>C )</p>
<p><em>Note that it is only the trend line that indicates support.</em></p>
<p>c. (hypothesis not supported because) females in water over 10<sup>o</sup>C have the highest «mean dry» mass</p>
<p><em>Words other than “hypothesis not supported” may be used: “as opposed to”, “whereas”, to express deviation from support.</em></p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. both flooding and tree felling increases bat passes/activity / WTTE</p>
<p>b. flooding has greater/increase on bat passes/activity / WTTE<br><em><strong>OR</strong></em><br>flooding has the greater impact than tree felling on bat passes</p>
<p>c. supporting argument from the data</p>
<div class="question_part_label">d.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. <span style="text-decoration: underline;">arrow</span> pointing from trout to human</p>
<p>b. <span style="text-decoration: underline;">arrows</span> pointing from mayflies to trout <span style="text-decoration: underline;">and</span> bats</p>
<p><em>Award <strong>[1 max]</strong> if answer does NOT show all 4 organisms</em>.</p>
<div class="question_part_label">e.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>bats and trout compete for mayflies</p>
<div class="question_part_label">f.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. criterion</p>
<p>b. reason that beavers damage</p>
<p>c. reason that beavers help</p>
<p>eg,</p>
<p>a. biodiversity</p>
<p>b. if indigenous species are eliminated biodiversity is reduced, then the beavers would be seen as damaging</p>
<p>c. if biodiversity increases (due to the engineering of waterways), then beavers could be a benefit</p>
<p><em>Consider criteria something that may be </em><em>dealt with from a range of perspectives.</em></p>
<p><em>Other possible criteria: </em><em>abiotic disturbance </em><em>changes to food webs </em><em>diversity</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;">
[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>
<br><hr><br><div class="specification">
<p><img src="data:image/png;base64,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" alt></p>
<p>The image shows a forest food web from North America.</p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe what is meant by a food chain.</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>Identify a food chain with four or more organisms from the forest food web.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce the trophic level of each organism identified in your food chain from (b)(i).</p>
<div class="marks">[1]</div>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State one reason that the population of mountain lions is smaller than the populations of other animals in the food web.</p>
<div class="marks">[1]</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. food chain shows feeding/trophic relationships;<br>b. showing which organism/animal eats which organism;<br>c. showing the flow of energy from producer/autotroph to top consumer/top carnivore / through trophic levels;</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>example from the food web with four or more organisms, given in proper sequence with arrows showing flow of energy in the correct direction and starting with a producer.<br><em>Award [0] if any organism in the food chain is not in the web diagram.</em></p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>correct trophic levels</p>
<p><em>eg: raspberry bush⎯⎯→chickadee ⎯⎯→bull snake⎯⎯→mountain lion<br> producer primary secondary tertiary consumer<br> consumer consumer<br></em></p>
<p><em>Accept ECF for mistakes in previous part. Do not accept “trophic level 1” etc.</em></p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>mountain lions/highest trophic level receives less energy as energy is lost at each level / mountain lions are larger than other animals and require more (smaller) individuals for food.</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>Most gained at least 1 mark for their description of a food chain.</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>Most students were able to pick a suitable food chain from the web given. However a significant number seemed to ignore the web given and draw one from memory. There were a few with the arrows reversed and not starting with a producer.</p>
<div class="question_part_label">b (i).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>The naming of the trophic levels is given in 5.1.7, and these are expected.</p>
<div class="question_part_label">b (ii).</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>In c most were able to give a valid reason.</p>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Native oyster populations are decreasing where rivers meet the ocean along the northwest coast of North America. These oyster populations are being attacked by a gastropod.</p>
<p style="text-align: center;"><img 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"></p>
<p style="text-align: left;">It is known that oysters and gastropods have hard parts composed of calcium carbonate and that ocean acidification is increasing. Studies were carried out using juvenile oysters and gastropods to investigate the effects of acidification on the decrease in the population of oysters.</p>
<p style="text-align: left;">The first step was to raise oysters in two different mesocosms. One had seawater at a normal concentration of CO<sub>2</sub> and the other had sea water with a high concentration of CO<sub>2</sub>. Gastropods were raised in two further mesocosms with normal and high CO<sub>2</sub> concentrations respectively.</p>
</div>
<div class="specification">
<p>A juvenile gastropod will attack a juvenile oyster by using its tongue-like structure (radula) to drill a hole through the oyster shell. Once the hole has been drilled, the gastropod sucks out the soft flesh. Researchers investigated the shell thickness at the site of the drill hole in relation to the size of the oyster. The results are seen in this graph.</p>
<p><img 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"></p>
</div>
<div class="specification">
<p>Equal numbers of oysters raised in seawater with a normal CO<sub>2</sub> concentration and in seawater with a high CO<sub>2</sub> concentration were then presented together to the gastropod predators in seawater with a normal CO<sub>2</sub> concentration. The same numbers of oysters from the two groups were also presented together to the gastropods in seawater with a high CO<sub>2</sub> concentration. The bar charts show how many of the oysters were drilled by the gastropods and the mean size of drilled oysters.</p>
<p style="text-align: center;"><img 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"></p>
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"></p>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how acidified sea water could affect the shells of the oyster.</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>Outline the trends shown in the data in the graph.</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>Estimate how much smaller drilled oysters raised in seawater at a high CO<sub>2</sub> concentration were than drilled oysters raised in seawater at a normal CO<sub>2</sub> concentration.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce from the data in the bar charts which factors were and were not correlated significantly with the number of oysters drilled by the gastropods.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Suggest reasons for the differences in the numbers of oysters drilled, as shown in the bar charts.</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>The radula in a gastropod is hard but not made of calcium carbonate. Outline how this statement is supported by the drilling success of the gastropods in seawater with normal or high CO<sub>2</sub> concentrations.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.iii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using all the data, evaluate how CO<sub>2</sub> concentrations affect the development of oysters and their predation by gastropods.</p>
<div class="marks">[2]</div>
<div class="question_part_label">e.</div>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question" style="padding-left: 20px;">
<p>Shells might dissolve/deteriorate / become smaller/thinner/weaker / OWTTE<br><strong><em>OR</em></strong><br>shell formation reduced / more difficult</p>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. positive correlation between shell thickness and shell size<br><em><strong>OR</strong></em><br>as shell thickness increases, shell size «also» increases </p>
<p>b. (positive correlation) occurs at two different CO<sub>2</sub> concentrations / both high and normal concentrations </p>
<p>c. trend for thickness is «slightly» lower with high CO<sub>2</sub></p>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>«approximately» 0.2 mm<sup>2 </sup><br><em><strong>OR</strong></em><br>«approximately» 40 % «smaller» </p>
<p><em>unit required</em></p>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. significant factor: concentration of CO<sub>2</sub> in which oysters were raised </p>
<p>b. insignificant factor: concentration of CO<sub>2</sub> at which oysters were presented to gastropods</p>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. (because) shells are thinner/smaller when the oyster is raised in high CO<sub>2</sub>/lower pH<br><em><strong>OR</strong></em><br>«because» lower pH/higher acidity prevents/reduces deposition of calcium carbonate </p>
<p>b. gastropods target smaller/thinner-shelled oysters more </p>
<p>c. gastropods can eat/drill thin-shelled/smaller oysters at a faster rate (and move onto another) </p>
<p>d. eating smaller oysters «from high CO<sub>2</sub> environments» means given population of gastropods require more oysters for same food intake</p>
<div class="question_part_label">d.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. data shows that similar numbers are drilled regardless of conditions <br><br>b. since radulas are not affected by acidification <br><strong><em>OR</em></strong><br>radulas not made of calcium carbonate so (remain) strong/successful at drilling</p>
<p> </p>
<div class="question_part_label">d.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
<p>a. the data/trend lines indicate that a higher CO<sub>2</sub> concentration diminishes the shell thickness, making gastropod predation more successful<br><em><strong>OR</strong></em><br>the bar graphs suggest that oysters raised in a higher CO<sub>2</sub> concentration are smaller, making gastropod predation more successful </p>
<p>b. CO<sub>2</sub> concentrations «during feeding» do not change the occurrence of drilling/predation «by gastropods» </p>
<p>c. «limitation» no information about how exaggerated the CO<sub>2</sub> concentrations were<br><em><strong>OR</strong></em><br>«limitation» no information about numbers of gastropods used «in each setting»</p>
<div class="question_part_label">e.</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.i.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.ii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">d.iii.</div>
</div>
<div class="question" style="padding-left: 20px;">
[N/A]
<div class="question_part_label">e.</div>
</div>
<br><hr><br>