File "markSceme-HL-paper1.html"
Path: /IB QUESTIONBANKS/4 Fourth Edition - PAPER/HTML/Biology/Topic 4/markSceme-HL-paper1html
File size: 647.2 KB
MIME-type: text/html
Charset: utf-8
<!DOCTYPE html>
<html>
<meta http-equiv="content-type" content="text/html;charset=utf-8">
<head>
<meta charset="utf-8">
<title>IB Questionbank</title>
<link rel="stylesheet" media="all" href="css/application-212ef6a30de2a281f3295db168f85ac1c6eb97815f52f785535f1adfaee1ef4f.css">
<link rel="stylesheet" media="print" href="css/print-6da094505524acaa25ea39a4dd5d6130a436fc43336c0bb89199951b860e98e9.css">
<script src="js/application-13d27c3a5846e837c0ce48b604dc257852658574909702fa21f9891f7bb643ed.js"></script>
<script type="text/javascript" async src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML-full"></script>
<!--[if lt IE 9]>
<script src='https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js'></script>
<![endif]-->
<meta name="csrf-param" content="authenticity_token">
<meta name="csrf-token" content="iHF+M3VlRFlNEehLVICYgYgqiF8jIFlzjGNjIwqOK9cFH3ZNdavBJrv/YQpz8vcspoICfQcFHW8kSsHnJsBwfg==">
<link href="favicon.ico" rel="shortcut icon">
</head>
<body class="teacher questions-show">
<div class="navbar navbar-fixed-top">
<div class="navbar-inner">
<div class="container">
<div class="brand">
<div class="inner"><a href="http://ibo.org/">ibo.org</a></div>
</div>
<ul class="nav">
<li>
<a href="../../index.html">Home</a>
</li>
<li class="active dropdown">
<a class="dropdown-toggle" data-toggle="dropdown" href="#">
Questionbanks
<b class="caret"></b>
</a><ul class="dropdown-menu">
<li>
<a href="../../geography.html" target="_blank">DP Geography</a>
</li>
<li>
<a href="../../physics.html" target="_blank">DP Physics</a>
</li>
<li>
<a href="../../chemistry.html" target="_blank">DP Chemistry</a>
</li>
<li>
<a href="../../biology.html" target="_blank">DP Biology</a>
</li>
<li>
<a href="../../furtherMath.html" target="_blank">DP Further Mathematics HL</a>
</li>
<li>
<a href="../../mathHL.html" target="_blank">DP Mathematics HL</a>
</li>
<li>
<a href="../../mathSL.html" target="_blank">DP Mathematics SL</a>
</li>
<li>
<a href="../../mathStudies.html" target="_blank">DP Mathematical Studies</a>
</li>
</ul></li>
<!-- - if current_user.is_language_services? && !current_user.is_publishing? -->
<!-- %li= link_to "Language services", tolk_path -->
</ul>
<ul class="nav pull-right">
<li>
<a href="https://06082010.xyz">IB Documents (2) Team</a>
</li></ul>
</div>
</div>
</div>
<div class="page-content container">
<div class="row">
<div class="span24">
</div>
</div>
<div class="page-header">
<div class="row">
<div class="span16">
<p class="back-to-list">
</p>
</div>
<div class="span8" style="margin: 0 0 -19px 0;">
<img style="width: 100%;" class="qb_logo" src="images/ib-qb-46-logo-683ef0176708d789b2acbf6ece48c55de4cd5ddac781fb455afe3540d22d050e.jpg" alt="Ib qb 46 logo">
</div>
</div>
</div><h2>HL Paper 1</h2><div class="question">
<p>In a pond, two species of fish feed on insects and worms. The insects feed on the green plants that live in the water. What constitutes a population in this ecosystem?</p>
<p>A. All the living organisms<br> B. All the animals<br> C. All the fish<br> D. All the fish of one species</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>What contributes to rising atmospheric concentrations of carbon dioxide and increases in average global temperature?</p>
<p>A. An increase in the shorter wavelength radiation emitted by Earth<br>B. An increase in longer wavelength radiation emitted by Earth<br>C. An increase in the combustion of fossilized organic matter<br>D. The depletion of ozone in the stratosphere</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>Which represents a correct food chain from this web?</p>
<p>A. stickleback → midge larva → unicellular algae<br>B. ciliates → <em>Daphnia</em> → stickleback → dragonfly nymph<br>C. diatom → midge larva → caddisfly larva → stickleback<br>D. filamentous algae → mayfly nymph → leech → stickleback</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This proved to be a very easy question with more than 90% of the candidates answering it correctly. A small proportion were not aware that the arrows in a food chain indicate the direction of energy flow, not what feeds on what. Inevitably this question was a poor discriminator as both weaker and stronger candidates were able to answer it correctly.</p>
</div>
<br><hr><br><div class="question">
<p>How is peat formed?</p>
<p>A. From methanogenic archaeans under anaerobic and acidic conditions in deep sea vents<br>B. From partially decomposed organic matter under anaerobic and acidic conditions in waterlogged soils<br>C. From porous limestone under high pressure, aerobic and alkaline conditions in ocean beds<br>D. From bituminous coal under high pressure, anaerobic and acidic conditions below ground</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p align="LEFT">Which hypothesis is supported by evidence from ecological research?</p>
<p align="LEFT">A. Decomposers are the final stage in the food chain.</p>
<p align="LEFT">B. Producers depend upon consumers more than on decomposers.</p>
<p align="LEFT">C. Decomposers help to recycle energy from food chains.</p>
<p>D. Producers use nutrients that decomposers help to recycle.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Some comments mention this question is tricky, especially in the use of the term "stage" of food chain. This did not seem to confuse candidates, as only a few answered A. This answer is not correct, as tertiary or quaternary consumers are the final stage of the food chain.</p>
</div>
<br><hr><br><div class="question">
<p>Human activity leading to the emission of greenhouse gases may be a cause of global warming.<br>According to the precautionary principle, what should be done about greenhouse gas emission?<br>A. Analyse historical records from monitoring stations to see the trends in carbon dioxide emissions<br>B. Obtain more evidence by carrying out research on greenhouse gas emission<br>C. Take measures to lower greenhouse gas emission without further evidence<br>D. Develop strategies for coping with higher global temperatures</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Some teachers found this question confusing and it is true that the precautionary principle is not the easiest. The teacher’s notes indicate that in this context the precautionary principle dictates that if the effects of a human-induced change would be very large, those responsible for the change must prove that it will not do harm before proceeding. In this question proceeding would be continuing to emit greenhouse gases. Answer B implies that emissions should continue until there is evidence of harm, so it does not follow the precautionary principle. The expected answer is C, which states that measures should be taken to reduce emissions before waiting for further evidence of harm to be produced.</p>
</div>
<br><hr><br><div class="question">
<p>Which of the following is a consequence of global temperature rise on arctic ecosystems?</p>
<p>A. Increased rates of decomposition of detritus trapped in permafrost<br> B. Decrease of geographical range of habitats for temperate species<br> C. Decrease of pest species and increase of permafrost species<br> D. Increase of geographical range of habitats for permafrost species</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>Global warming caused by the enhanced greenhouse effect is likely to have major consequences for arctic ecosystems. Which of the following are likely to occur in the arctic if the Earth’s surface temperature rises?</p>
<p>I. Decreased rates of decomposition of detritus </p>
<p>II. Increased range of predators from temperate regions </p>
<p>III. Increase in numbers of pest species and pathogens</p>
<p>A. I and II only<br>B. I and III only<br>C. II and III only<br>D. I, II and III</p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>What best describes the mode of nutrition of a heterotroph?</p>
<p>A. It ingests only non-living organic matter.<br> B. It obtains organic molecules from other organisms.<br> C. It synthesizes its organic molecules from inorganic substances.<br> D. It produces its organic molecules from chemical reactions using light.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>The diagram is a representation of a carbon cycle. Which arrow will reduce the greenhouse effect?</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>What is a community composed of?</p>
<p>A. Habitats <br> B. Populations <br> C. Abiotic factors <br> D. Biotic and abiotic factors</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>The statement is about the role of some bacteria in ecosystems.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>What is the mode of nutrition of these bacteria?</p>
<p>A. They are autotrophs.<br>B. They are consumers.<br>C. They are saprotrophs.<br>D. They are detritivores.</p>
<p> </p>
<p> </p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>Which term best defines a group of populations living and interacting with each other in an area?</p>
<p>A. Ecology<br> B. Community<br> C. Species<br> D. Ecosystem</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>The fungus <em>Calocera viscosa</em> obtains its nutrients from decaying conifer trees. Which pair of terms describes <em>C. viscosa’s</em> nutrition?</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>What is an example of the precautionary principle?</p>
<p>A. Avoiding cigarettes as they increase the chances of lung cancer<br> B. Reducing carbon dioxide emissions as they may cause global warming<br> C. Avoiding strong sunlight as it increases the chances of skin cancer<br> D. Reducing cod fishing to increase fish stocks</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Question 16 raised some interesting issues about the nature of science. The expected answer was B. The IB programme uses global warming as an example of the precautionary principle, because anthropogenic carbon dioxide emissions are not yet proven to be the cause of the enhanced greenhouse effect but we should not wait for this proof before responding. It could be argued that in A, C and D we do not have proof of causation so again the precautionary principle could be invoked but the evidence of causation in each case is very strong –arguably stronger than with the cause of enhanced global warming.</p>
</div>
<br><hr><br><div class="question">
<p>Slime moulds (<em>Acrasiomycota</em>) are protoctists. They feed on decaying organic matter, bacteria and protozoa.</p>
<p>Which of the terms describes their nutrition?</p>
<p style="padding-left: 30px;">I. Detritivore <br> II. Autotroph <br>III. Heterotroph</p>
<p>A. I only<br> B. I and II only<br> C. I and III only<br> D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Although some teachers complained that the term protoctist is not present in the syllabus, the candidates did not seem to have any problems understanding the question. This question had a high discrimination index, showing that the good candidates answered it correctly and the weaker candidates incorrectly.</p>
</div>
<br><hr><br><div class="question">
<p>What is the mode of nutrition of midge larva?</p>
<p>A. Autotroph<br>B. Detritivore<br>C. Heterotroph<br>D. Saprotroph</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Nearly four fifths of candidates answered this question correctly, showing good understanding of the nutrition terms used.</p>
</div>
<br><hr><br><div class="question">
<p>Two populations of the same fish species were fed different diets to investigate the effect of differing nutrition on their growth. What is an appropriate method to determine the significance of a resulting difference?</p>
<p>A. Calculate the mean for each population</p>
<p>B. Calculate the standard deviation for each population</p>
<p>C. Graph the results</p>
<p>D. Perform a <em>t</em>-test</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>What is the best definition of the greenhouse effect in the Earth’s atmosphere?<br>A. A naturally occurring effect by which shorter wavelength radiation is trapped<br>B. A naturally occurring effect by which longer wavelength radiation is trapped<br>C. An effect of pollution by which shorter wavelength radiation is trapped<br>D. An effect of pollution by which longer wavelength radiation is trapped</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This was answered correctly by only a third of candidates, and the distribution of wrong answers revealed two popular misconceptions. The first is that the greenhouse effect is caused by pollution, when the teacher’s notes for assessment statement 5.2.3 state that it is a natural phenomenon that is merely enhanced by the emissions of greenhouse gases. The second misconception was that it is shorter wave radiation that is trapped in the atmosphere. The same teacher's note states that students should be aware that it is longer wave radiation that is trapped.</p>
</div>
<br><hr><br><div class="question">
<p>The diagram represents a pyramid of energy.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>What level does the letter X represent?</p>
<p>A. Light<br>B. Primary consumers<br>C. Abiotic environment<br>D. Producers</p>
<p> </p>
<p> </p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>What are the units of a pyramid of energy?</p>
<p>A. kJ m<sup>-2</sup> yr<sup>-1</sup><br>B. kJ m<sup>-1</sup> yr<sup>-1</sup> <br>C. J m<sup>-3</sup> s<sup>-1</sup> <br>D. J m<sup>2</sup> s<sup>-1</sup></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>There are some complaints in the G2s about asking questions where candidates need to memorize data. I do not believe this is the case, as if a candidate understands that a pyramid of energy is showing energy per unit of surface in a period of time, the only possible answers are A and D. A candidate ought to know that the unit of time cannot be a second, so the only possible answer is A. Most candidates did have this answer right, but many were going for B.</p>
</div>
<br><hr><br><div class="question">
<p>Which are characteristics of a species?</p>
<p>I. The potential to interbreed to produce fertile offspring <br>II. The formation of a population with members of the same species within a community <br> III. The overproduction of offspring</p>
<p>A. I and II only<br>B. I and III only<br>C. II and III only<br>D. I, II and III<br> </p>
<p> </p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This was a highly criticized question. Many teachers believed that D was the correct answer. The fact is that not all species overproduce offspring. There are many species in danger of extinction (for example, the Giant Panda) and it is clear that these species are not over-reproducing themselves.</p>
</div>
<br><hr><br><div class="question">
<p align="LEFT">What contributes to the enhanced greenhouse effect?</p>
<p align="LEFT">A. Ozone from violent thunderstorms</p>
<p align="LEFT">B. Carbon particles in diesel engine exhaust</p>
<p align="LEFT">C. Methane from agricultural sources</p>
<p>D. Carbon dioxide from active volcanoes around the world</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Most candidates were able to realize that methane from agriculture is a greater contributor to the greenhouse effect than carbon dioxide from volcanoes. Some candidates did believe it was the carbon particles from engines, failing to realize this is not a gas.</p>
</div>
<br><hr><br><div class="question">
<p style="text-align: left;">What favours the production of peat?</p>
<p style="text-align: left; padding-left: 30px;">I. Presence of organic matter</p>
<p style="text-align: left; padding-left: 30px;">II. Anaerobic conditions</p>
<p style="text-align: left; padding-left: 30px;">III. Acidic conditions</p>
<p style="text-align: left;">A. I and II only</p>
<p style="text-align: left;">B. I and III only</p>
<p style="text-align: left;">C. II and III only</p>
<p style="text-align: left;">D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>Methanogens produce methane gas. What is this gas converted to in the atmosphere?</p>
<p>A. Carbon dioxide and oxygen</p>
<p>B. Ethanol and carbon dioxide</p>
<p>C. Carbon monoxide and ozone</p>
<p>D. Carbon dioxide and water</p>
<p> </p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The scarlet cup fungus (<em>Sarcoscypha coccinea</em>) obtains its nutrition from decaying wood by releasing digestive enzymes into the wood and absorbing the digested products.</p>
<p>Which of the following terms describe(s) the fungus? </p>
<p>I. Autotroph <br>II. Heterotroph <br>III. Saprotroph</p>
<p>A. III only<br>B. II and III only<br>C. I and III only<br>D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>The following shows an energy pyramid.<br><img src="data:image/png;base64,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" alt><br>How is energy lost between the trophic levels?<br>A. photosynthesis, birth of an organism and digestion<br>B. respiration, death of an organism and egestion<br>C. recycling of nutrients, death of an organism and egestion<br>D. respiration, birth of an organism and digestion</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>How is energy passed from one trophic level to the next?</p>
<p style="padding-left: 30px;">I. Food<br>II. Light<br>III. Heat</p>
<p>A. I only<br>B. I and II only<br>C. II and III only<br>D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p style="text-align: left;">The image shows a transect through a stream and a field.</p>
<p style="text-align: center;"><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAhkAAAB7CAYAAADZuZLzAAAdlUlEQVR4Ae2dbXBUVZrHj8gMpU4SPljqDkmcLR2tDRNmxx01YcIHrZKg4PoFUGFKZ5StBfyyMFUrOGsRPqygWyZfhqBFmNrdMewIOh9cUMJs6SipJH5YX5KFKkVFIJSlKy4BBacEs/U77dPebjqd7s69/Xb/pyrcvm/n5XeaPv/7PM8596Lx8fFxpyQCIiACIiACIiACIROYFnJ+yk4EREAEREAEREAEPAGJDH0RREAEREAEREAEIiEgkREJVmUqAiIgAiIgAiIgkaHvgAiIgAiIgAiIQCQEJDIiwapMRUAEREAEREAEJDL0HRABERABERABEYiEgERGJFiVqQiIgAiIgAiIgESGvgMiIAIiIAIiIAKREJDIiASrMhUBERABERABEZDI0HdABERABERABEQgEgISGZFgVaYiIAIiIAIiIAISGfoOiIAIiIAIiIAIREJAIiMSrMpUBERABERABERAIkPfAREQAREQAREQgUgITI8kV2UqAiIgAjEiMDg46A4ePOCOHTvmtzT91KlT7uDBgxNSaGpqcrW1tSnnW1vnpuzX19e7+vqGlGOF7syePfuC8grNS/dVDwG+pwcOHPANamgI7/tmhC4aHx8ftx1tRUAEREAEJieAqBgaGnSDgwNuaGjIzZpV71pbW11DQ4NraWlNZsCxTCn4w27nT50au0CUkH9YiXoGU1DkmLgxUYP4QZQoVRcBxETiezvoRkcRxAkR3NLS4hvK92DNmrWhNloiI1ScykwERKBaCASFAD/MZqXgh5kBGjGBiOCHOd0iUQkMEEqkoLhhEGL/2LFRd/z4qKupqfFiA2sKAiohTOp8uyuhjaqj81aKXbt2ur6+Pt+37e0LfJ82Nc0uSj9KZOhbKAIiEHsC5u5gkOUJz5767QmPH+S6ujovLOLkdoAFggNXEKILywpbhFa6AEF0yQJSHv+V+B6bsKBG7e3tbsmSpSWxTklklMd3QrUQAREoIoF0dwdP6AgJBIRtK9E6UUSEXowhQLDyjI3h6iEmJWEBMVeMWXlgGoW/v5jtLeeyTADyvQ5aLBAXWC5KmSQySklfZYuACBSFAD/CfX17XeJHeK+rra3zT3eV7O4oCrgCC4GzuWFwM2ER4en69OnTPn4FwWHWIYsDoaiJYlgKrEZZ3MZ3j7bnmxBvkyUsS0FhhzUJUVFOHCUyJutFnRcBEahIAiYseLLbt6/PxxNgMubpLqwZGxUJpsSVRoCQbBBlAA7GgXDOXDFWVURhFIGoJoCsnFy35k7L9Xpzu+V6PdeZCMt2jwUZl5OoSK+vREY6Ee2LgAhULIF0YTF/Pubidv9kJ2FROd1qsSBWY/ZHR0dtN7Rt0IqST6ZxisvJh0umayUyMlHRMREQgYohMJGwwGysuIqK6UZVtEoJSGRUaceqWSJQzQQwseMCIc6CmQ5msZCwqOZeV9sqkYBERiX2muosAjEiYIFz+PARFwS74aPHD51whVTmOhUx6kI1NcYEJDJi3PlqugiUGwFEBFMh8b8jJthnRgKBcza1FHGh+Ipy6znVRwQyE5DIyMxFR0VABCImgIUCIYG7g60tz01QXWK9iiYvJqKYVRBx05S9CIjANwQkMvRVEAERKBoBW6sC1wfiwiwUWCcQE7JQFK0rVJAIFIWAREZRMKsQEYgnAaYesk4FayPYWhXluGBQPHtHrRaB6AlIZETPWCWIQKwIBGd+sNgRS0trrYpYfQXUWBFIEpDISKLQBxEQgUIJICzshUys3shUUoQF27DT2rVrXGdnV9jZKr8ICXR1dYb+CvEIq6usQyQwPcS8lJUIiECMCGQSFh0dHZEIiyBWew+GAkKDVMr3M64yLFpK8SQgS0Y8+12tFoGCCGQSFlFZLCaqIBaT7dt73JNPdkXyPouJytXx/AnwfVm6dLHr6fltWb20K/+W6I5CCUhkFEpO94lATAgwI8SCN2kyooIXjZXSkoDLhHpRh3xfVlUO3casGnvpF+/PgKclpvYipDZu7LBDZbXN9WVftIMZRBs2dLgHH1xRVm1QZYpHQCKjeKxVkghUBIFMM0KIrWDp7lIKi3R41BNT/K9+tTb9VNnvr1nzbZ0RS6SdO5/zbyNtb5/vg2WZjVOOKVj3bPVramry3xdNS85GqfrPSWRUfx+rhSIwKQFbvwKLBYGbmhEyKbJQL8D9g2uBp3+zFIVagDITgRIRkMgoEXgVKwKlJmBuELYNDQ0+YJM1LFgYS6n4BIhdIGHRUBKBaiGg2SXV0pNqhwjkQAAXQ09Pj/f5IyyIBVi7dq1W2syBXdSX0Bd6NX3UlJV/sQnIklFs4ipPBEpAgEBC/jDJE19BIF45xVeUAImKFAERKAIBiYwiQFYRIlAKAjZLAcsFCYsFAkNPy6XoDZUpAvEkIJERz35Xq6uYAOKCQMKenm3eWoHVIoqVN6sYoZomAiIQEgHFZIQEUtmIQKkJpIsLLYBU6h5R+SIgAhIZ+g6IQIUTkLio8A5U9UWgiglMq+K2qWkiUPUEcIu0tt7sBgcH/NLNTH/UFNT8u33Hjl63bNm9rrGxPvnH/p49u/PPLIc7tm7tduvWPZy8ctWqla65eXZyP8oPtCnYzuBn2jwyMhxl8co7ZgQkMmLW4WpudRBgpkhra4tfWhu3iMRF4f1qA/68efPc0aOjyb+6ujrH4I8ACTt1d29xY2NjyWy3bn3KjYwcSO4X48P69Y8k20q7rXyERrBuxaiLyqheAhIZ1du3alkVEmAZ7QUL5rvOzk4/W0TiYuqdzIC/bNlyt2rV6pTMGPgbGxsd5+OQEFWrV6/2AiMKYRUHhmrjhQQkMi5koiMiUHYEWESLFSFXrHjAL6A1ODiU8lKtsqtwhVSIJ3b+jh49mrHG/f0Djr9gwvLR1jY36XLA2pH+5I9LIuh+MesA1+GeYGtuC9wTmdwllIMLxdwZXBOs56ZNj/lzCIKFC+9IXhd0wwTrnc9nxJWSCIRBQCIjDIrKQwQiIkBQJ28cnTuX5b7nusHB1/VGyxBZ8/Te1jbP9ffv96KAgT1b4jyD+/LlP/euBgQIAz8iwhJ5IQhIuCES1xzx11Aex9guXLjIf25unmO3JrcIBcoxl8a35dxzgaDp7e11mzdv9nlt3vy4d+9wb76JdnR3d3urDnVTEoEwCEhkhEFReYhAyAQQF11dnT6ok6wHBgYdb7/UQlohg3bO4RZhUEUcmHUACwKfg0GQDMIc41pzrfDEzwDPdSZQGKhJDPgkrkGUcA1lTJa4DusEZeDGsTwSQgIhkOq+Wb58uTOhwvWU19/fP1kxybaapQTrDPVLt8pMmpEuEIEsBCQyssDRKREoBQGCOnndt80Y6ezs0rtFIuwIrAoIDSwMWA5MQCAacEOYeDCBQIBoMDHAk8f+/QkBgUhgoOfPEnmSP1aTyZIJhEzlkGf6jJfm5uaULOvqZqbsT7RjVhLqZX8IKPIvxBIyUTk6Hm8CEhnx7n+1vowIBIM6Ozo6NGOkBH2DGGDwZaZFMPCTp3t7wseVYU//trXzts11oM/UxJMnT/rDCJf0RL5Wj/RzYezTZspNFzJh5K084kmgYkQG5sug39O6C7Mi/9EzzTHnyYNz9iRi90y0Nd8qTyJKIlAsApmCOrUMeHHo89vAb0Sm//M81ePmYFDnt8QGfbN62NO/bffsedFfw3VjYwmhUEgrZs5MWCIyiQnybWy8upBs87onU9l5ZaCLReAbAhUkMuZk/CEYHh72/7HthyDYsyMjI3433ZwYvCb4GfVuJtHgcX0WgSgIKKgzCqr55dnW1uZv2L0786JbR44c8b8vuDnM1cFvTjDx22MxHBzHfcIDC3+W7GEolwceq5O5XywPhBB55vp7ZvflsyX/RHsuDEbNJx9dKwJGoGJEBv7JTEICUcATB08PJiqscfwnxYdpPw52XFsRKCUBBXWWkn5q2QgCXCQM/rhB+I2xxDHEwerVD/nfF35LCKzkuIkFrmcmCb8/XEdirQkS+ZG4hhkgdj/HuN5ESLBMzlEnK4fySVy7bt06nwfunKiS1dnaEFU5yjc+BCpGZJh6t/+YdJEp+0WLFnkh0dv7TErPcT4oMCxy3PyoBHWZ75FzFuzEcZuCRob8oGSbF8/1uHL4M9dN+g9HSsW0E1sCCuosv65n0GYmCL8tWCTs94GHFI5bICg1Z5/r+a2x/+sc37Hj91448JnfHFwqJLsGURG8BkHC7xPnM1lPrRz7zUr8/jSm5OELmMI/lre1ly2Jugd/N6dQhG4VAefGKyj97Get4w8//I/JGnd3bxn/0Y+a/H5v7zPjDQ2zxo8cOeL39+9/ze9znLRy5d+Pc7+d59i9997j7z958qS/hvzIY3j4bb/PP3aMLYn777jjdv9nF7HPfY899s/+0O7d/2mntBUBT2BgYGC8vf228ZaWm8f37n1JVERABEQgFgQqxpKBIERdB1U/TxqmuG1r5811wnGeULBYEMSFydIS88uxONg9dty23Ifan2xevF1P/iSuVxIBCCioU98DERCBOBOoKJExZ05qQBXmRptLjnjAl2lBWRaPwXH+iADHz4lo4A/fY9AlkulLYOLDyrBrKAfzJ2VYYj8oYOy4tvEkoKDOePa7Wi0CIpBKoKJERtBaQUAUVgg7RrOIzTBhgAAJWhQQFvhbLZAKUYDfM1uyuAoESdBvyWfO2flseehcvAgoqDNe/a3WioAIZCcwPfvp8jqbbq3AohC0HhAciosDoYEAMAsE+wRv2kI71ioTHLafvkWIkAiECgqW9Ou0LwIQIKiTt6M2NNQ7Xr/e2toqMCIgAiIQawIVZcmgp8xagXDgczBh1UB08O4ABIJZOSw+A3dLMDEHPluy+80FY9ciYILz4u24tvEkEFypkyXA9fr1eH4P1GoREIELCVScyDBrRWK6Weqa/TQPYYCrBCuHJVvchrnqltLnunPcLBfkzR+CxearZ5sXb3lqGy8CBw4cSL5+/cEHVzhevy7rRby+A2qtCIhAdgIVJzIQEYgBBIBZGoJNxFoRdJVwDsFB/IXNSyemgqBNW9TGLBq4RMiTgFALCrX56tnmxQfL1+fqJ8CMEV6/vnTp4uTr15csWVr9DVcLRUAERCBPAhcxUTfPe3S5CMSSAEGd27f3uJ6ebY53i6xdu1ZvR43lN0GNFgERyJVARQV+5tooXScCYRIIiovZs2e7vr59EhdhAlZeIiACVUtAIqNqu1YNmyoB3CI9PT1+1khr61zNGJkqUN0vAiIQOwISGbHrcjV4MgLMFmE66nPP7XKLFy+R5WIyYDovAiIgAhMQkMiYAIwOx4sALpG+vr0+5uLYsWNuxYq/cwMDg3KLxOtroNaKgAiETECBnyEDVXaVRcCsFggM4i2YJaKZIpXVh6qtCIhA+RKQJaN8+0Y1i4gAsRa7du1yO3fu9CW0t7fLJRIRa2UrAiIQbwKyZMS7/2PTeoRFX1+fj7XAHcIUVMQFWyUREAEREIFoCEhkRMNVuZYBgXRhwQyRJUuWSFiUQd+oCiIgAvEgIJERj36OTSuJsSC+AqvFqVNjsljEpufVUBEQgXIkIJFRjr2iOuVMAGtFQlj0ucHBAVdbW5d0g4T9HhHeVUJwqJIIiIAIiEBuBCQycuOkq8qIAJYKhMXQ0KA7ePCgmz+/3b+YjBiL+vqGyGq6YMF8t3fvvsjyV8YiIAIiUG0ENLuk2nq0CttjggJLxdDQkGtqanItLa1uw4aNRXvrKeto1NbWViFdNUkEREAEoiMQa5HBmzQ7OjZq8Iju+1VQzhOJCl6n3tPz26L3FwKD70pTk1wlBXWobhIBEYgtgdi6S/DlM9OAN2lq8aXSff/pB2IdEBYHDx5IsVQQU8GMkFJYEKxeuGNYT6Ourtbt3PlcSepSut5RySIgAiIwNQKxFRlLly724qKjY4MbHHxdg8fUvkeT3o01ADGBkGCdCrbskwimREzgBim2qEBMHDs26uM7qBf7uGRI1IcYD2I9JEQ9Ev0jAiIgAnkRiI3IsEGOaY3bt/d4SDyZdnV1+ifVFStWpJjD7757SV4go7r42Wd3+ax5mi/GzAYGfp7aJwugxPKQnmDLkz/JBmy427GWlhafb0NDg4+paGion7Sc9DIK3bf+J1iUwNGLL57uRkaGfXYmJuAb/FxoWbpPBERABEQgQSA0kcGgs3HjhuSAUq6AGeh4Wsa/b2Z43rjJH0+0x4+PlmvVXU1NjX9x15o1a/OqY3CAzTT455XZNxczGBu/4P2wJXHOYhjCnkoaLC/9s7U13WJy+vTppIDgnltvvdX9+Md/XRThll5H7YuACIhAXAiEIjJ4+r399nb3wAMP+sWPeCLMNADFBWpU7UQI4d7hDaGTCQ36hOttmifiikEfK0IpBv+wmSAmEu0b8i4OxBNCYnx8PCkmZJkIm7ryEwEREIH8CIQiMlasQFzIb50f+sKuRjwQT5IpjoR4gp6eHr/aJbnTJ1gRKvn9HFiWXnttvztz5ouUWA4ExWWXXeYuvfRSd80117gbbvgbb5W4886/LQys7hIBERABEQidQCgio7W1xQ0OJoLlQq+hMryAANMpCUQ0NwSuKuJM9u3rc4sXL0k5d8HNZX4AEdXdvcW9+uqfkpaJmTNnuptuutmLCMVMlHkHqnoiIAIiECAQisggkK6Sn5YDPCriIxaLsbFTDpdBV9eTfpYGLpRgnEm5NsRiJqx+QdcaQqmz80l3880t7rrrrpNlwiBpKwIiIAIVSmDKImP27L/yT5wV2v6KrvYll1ziVq5cVZbiwsSEBWBimTh+/Lj78ssvfcyExexguWBBtIRbZ77r69tXtBknFd35qrwIiIAIVACBKYsMBgkGFKXoCXx59qx74YUX3PN/eM5PAe3q6nKzZtVHX3CWEtLFhK1/QcwEdWOaKjNOrrzySnfVVX/hZ3UEs+N+YkxYJhyrhtajCNLRZxEQARGobAISGRXSf8PDb7uenm2+tt3dW92NN940ac0ZwM1iMOnFk1xgYmLHjl43Y8YMd/ToEe+mSRcT9fWJtS8sXmSSbP1p3D9z57a6l17q80Ijl3t0jQiIgAiIQPkTmLLI+PDDD91HH31U/i2t0Br+32efuW3btrmR/xn2U1fXrVufc0t4a2hPz/a83Q/ERrDq5axZs5Irc5qYOH/+nGtrm+fdGyzYlY+YyFZxLGJYMpREQAREQASqh8CURUZicafyXcCqUrsK18jLL7/s/u3f/9X95Cc3uO7u7rxdI6wj0dfX5zo7uzJaNBAT77zzjvvww8N+EbUzZ864c+fOuenTp/upoQSSFmKZqFTmqrcIiIAIiEC4BCQywuUZSm6vvz7kenufcRdffLH79a//yU1l7QfWMOEV6RbrkAjETKxsamKCaaE/+MFfuuuvv94HkYbSCGUiAiIgAiIQewISGWX0FTBx8cUXX7j77rvf5eMaydYMphjb+0NkmchGSudEQAREQATCJCCRESbNAvIyt8jevpe8q+K22+a7J574lwJy0i0iIAIiIAIiUF4EppVXdeJTG2aLbPnNb9z9v7jPvbb/Vb/exZtvvl0ygTE2NuY2bXrMNTbWJ/+am2f7Y1H0yp49u92yZfcms+aNqJS9dWt38lgxPqxb97Avd+HCO4pRnMoQAREQgVgRmD7V1vL+CKXcCCAs3vjvN7yogNtPf3qje/75P+Q0HTW3Egq7CoGxcOHtrrHxatffP+AaGxt9RggBhEd/f7/bs+fFwjKf4K7du3cnX7XOJc3Nc9zRo8UNIKbdtJGyETn88VlJBERABEQgHAJTFhkEDyplJnB8dNQdOnTIryeBteLyyy/3C1Nt2bL1gkWpMudQnKOsfXH06FG3Y8fvkwKDkhcuXOSPIzS4Ztmy5cWpUJFKoU0IjfXr17tVq1Y6hI9ERpHgqxgREIFYEJC7JMRuRlT86ZVXvBvkgQd+4dY/ss69/MrL7vuzvu8tFm+88ZbbsqW7rAQGzT958qSnwAJb6WnVqtXewhAUGObqMNcKbg+sAOkp6H7B9cKgTsI1QR4M8OYiyeQu4Rh5WzltbXNT3CnkYfcHr+MzommyhKjAasO6H4gL8lMSAREQAREIj4BERoEsCdh879Ah9+KePe6Jxx93v/zl/W7d+ocdAZzfq/mej604dOh998c//pf/nMsKnQVWZcq3zZs3z+fB0zzCIJNgsEL6+/f7p372cW+YiyN9YGef+IqtW59KihTiHxjIcb1gJamrq/PnEDLpCZFAHqSRkQP+uuXLf+7rlx63wVtbFy3C6jLq80Ys0ZZsiTbyR56kxP1YcxJCKNu9OicCIiACIpAbAYmMHDix6ibxFAgKgjUfemi1D9jc+tRWd+DgAffD637ofve7Z9x7733gXn11v3vqqaentLZFDlUK9RKe5DdvftwP+gzgWBqwEJhQCBaWCJRsdDt2/EfyMJ8RDAgUEkKEP6wfiAnS+vWP+Gt6e3MbxC0vRAp5kxAj5IeowApiiWNmacEiQXsQEMFr7FrbYsUgWf24n3LsuF2nrQiIgAiIQOEEFFARYIeYOHHihBsdHXWffPKJe/+D991bb73pvvvd77orruAFX1e5a6+91t19z90VJSICTZzwI4MsfwzODLQjIyNJscA+QoJBO2FhuDA2g8EdYUHiXtKcOalBlFgkck3kRZ4mMOw+rC4Ja8ju5Lmrr77aTvtt+j0pJ7/ZwWKBGLEgVw4jODhOG4PHM92vYyIgAiIgApMTmLLICOsFXJNXNZwrcHMgIk58dsKd+PSEO3z4sDs5dtJbKiiBAaumpsbV1s50d911l3v00UdLPvsjnJbnlgsDO3+WcDswqJtLguMMxBO5FRAiFuORy2Bv5QS35MFfpvvt2ETng/lM9Jm6cz9CBotNemK1VSwvSiIgAiIgAlMjMGWRMbXiw7+b4MuzZ88mRcTnn3/ueIkbooJ3dJAQEtOmTfNLaROUecutt7inn34673eDhF/70uRIUCZP9bgm0hPHOM80VotfwG2RbRCeOXOmz4aBvJCEkOAv0/12bCqWBiwz3M903fREcCmiKlv70u/RvgiIgAiIQGYCFSEyzI1BE8wCwWesEKdOn/JPziYgGJxqamrdd74z3YuIs2fPuEV3JuICeOGX0oUEEBg81TOAm6XArsJ1wPG2tjY/MCcG5347ndzaYlYEdTY3N/vjw8PMDvnWtcIATl65uE0mqtP+/QmXDNYWXDv5JtpDWzMFm5KXBZciNCxeI98ydL0IiIAIiECCQFFFBrMxgundd99N7prF4fzX591XX33lDh/+wPFWUBIxEbNm1bs///lLN2PGDHfNNde6zz8/7UXELdff4q+RgEiizPsDT+3Llt3jAz2XL0/EZpAJg/imTZu8uFi9+iGfL1uCP3GjmOWDfa61YFAEAn8M1MRQMFgTUMoAbxYCEzOIDv7SE9exQJiVw/XkYVYGxE4hIoP7SWaVSS8XUYRrCGuHREY6He2LgAiIQH4Epiwyjh8fdTuffda7JCj6q3NfufPnz7uPP/7Yffrp/6bU5sorr/KvEEcscA1v/iT+4cyZs+7rr88lLQ7cRNBgOU/7TGlYhe8wYO/Z85IfXBEM/FniiT84w4NBmAGfWSIWz4BVgWsQFpYQHMwQsamk3INwMAsCYiYR3DnbH2MKaTBRp0Qem7y7hnMcC+YRvD7Xz8RbUE/yypSoJ+cnsuxkukfHREAEREAEMhOY8gvSEBlr1vyDa29fkFLCFVdcUXUzMFIaqB0REAEREAEREIGsBKYsMrLmrpMiIAIiIAIiIAKxJaDFuGLb9Wq4CIiACIiACERLQCIjWr7KXQREQAREQARiS0AiI7Zdr4aLgAiIgAiIQLQEJDKi5avcRUAEREAERCC2BCQyYtv1argIiIAIiIAIREtAIiNavspdBERABERABGJLQCIjtl2vhouACIiACIhAtAQkMqLlq9xFQAREQAREILYEJDJi2/VquAiIgAiIgAhES0AiI1q+yl0EREAEREAEYktAIiO2Xa+Gi4AIiIAIiEC0BCQyouWr3EVABERABEQgtgQkMmLb9Wq4CIiACIiACERLQCIjWr7KXQREQAREQARiS0AiI7Zdr4aLgAiIgAiIQLQE/h8I95CWZ0Xf1gAAAABJRU5ErkJggg=="></p>
<p style="text-align: left;">Which calculation would test for the association between two species of plants from quadrat data from section A and section B of the field?</p>
<p style="text-align: left;">A. Correlation coefficient</p>
<p style="text-align: left;">B. Random numbers sampling</p>
<p style="text-align: left;">C. Standard deviation</p>
<p style="text-align: left;">D. Chi-squared</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>What is a consequence of a global temperature rise on arctic ecosystems?</p>
<p>A. Decrease in CO<sub>2</sub> released from decomposing detritus<br> B. Increase in the greenhouse effect<br> C. Decrease in ocean level<br> D. Increase in pest species</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>There were some issues in this question regarding the possibility that answer B is also correct. Although many candidates did go for B, D is a better answer as what is asked for is the consequence, not the cause for the greenhouse effect.</p>
</div>
<br><hr><br><div class="question">
<p>Which of the following are greenhouse gases?</p>
<p style="padding-left: 30px;">I. Oxides of nitrogen <br> II. Carbon dioxide <br> III. Methane</p>
<p>A. I and II only <br> B. I and III only<br> C. II and III only<br> D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>D</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>While the majority of candidates chose the correct answer D, many candidates also choose the wrong answer C. This meant they did not know that oxides of nitrogen are also greenhouse gases. This is in section 5.2.3 of the syllabus.</p>
</div>
<br><hr><br><div class="question">
<p>The diagram shows a pyramid of energy for a wetland environment. What units would be appropriate for the values shown?</p>
<p> </p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAVsAAACYCAIAAADFpt0UAAAG0ElEQVR4nO3dz2rbSBzA8b6FDN1TSgpd6JKCZfIMXbqQ4jxBenaQ73kC4xwD3SeYu59ABx8MeQNDF3II5GjI3XsYMr/ZkWTWkTSazHw/+OBMElAo+lZ/PKN3ewB48W7oDQAQEIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIqQlsWL9Xo99LYgRBQhLaMsWywW3y8uFovF0NuCEFGEtHw8Pd3tdvowYehtQYgoQlooAg6jCGmhCDiMIqSFIuAwipCW2iJcTqejLBtl2eV0av+wUkqPK6W8bymGQRHSUi3CvCgmeW7ez4tCv1dKmfFJnhOFRFCEtFSLMMnz2+VSv1dKmcMEuwJ2HRA3ipCWahEup1NTAaWUPkbYbrejLNtut3rc+RIRowhpqRahLMtRls2LYrvd2mkYZZn5LV2EsiwH2GL4RRHSUntlUe//9nkBRUgWRUhL070Gvc+bClCEZFGEtNTeazBXFi+nU32k4Fw40GcWXEdIAUVIS7UI9scN7BA49xqcjyogVhQhLbX3GswVBPsuo/2eU4Z0UIS01F5HmOS5vojgfOjgdrnkM4upoQhpYV4DDqMIaaEIOIwipIUi4DCKkBaKgMMoQmyenp7WzUZZtl6vr2ez69ms6Wfu7++H/iMwGIoQG6XUH58/f7+4eN3rz69f8/F46D8Cg6EIsVFKXc9mr/713W738fS0w+3B20IRYkMR0AZFiA1FQBsUITYUAW1QhNhQBLRBEWLTeREmed408XFeFPaqCntrKoQzM6ppHKGhCLHpsAh6WYTqqu37l3nT1ZlR5iftnb9pHAGiCLHp/BjBXppV0zkw67gb/6cC9jgCRBFi46EI1ZH9ywFF9cumcYSJIsSm7yLoAwRzXcDs3rfLpX0SYRZiaxp/9RaiVxQhNn0XQS/Kak4ZzFUGihAHihCbvovg7OE6EAf2fIrwtlCE2HgugtnDnQsEZn33pnGEiSLEpu8iOP/J2zu8c0/BPrOoHUeAKEJsPNxrmBeFGbmcTs3jHsydRedxD03jCBBFiE2HRTAPetIve0++nE71oMmBZj7F6HwMqWkcoaEIsWFeA9qgCLGhCGiDIsSGIqANiuDV4+PjQ8/u7u5+XF29+tc3m82Xs7MOt6fJ8/Pz0P8aqEERvMrH4y9nZ/l4nPjrw8kJT44LE0XwKh+PHx4eht6K4d3c3Pz98+fQW4EaFMEriqBRhGBRBK8ogkYRgkURvKIIGkUIFkXwiiJoFCFYFMGrPopQu8CZNi8K51vm08TO5IJjx1uiCMGiCF51WwQ9s7ipCHpWov0tEwhnxtGx4+1RhGBRBK/6OEaY5HltEfQMRfOtlhWoHm60QRGCRRG88laE2+Vyu93aRVBKOWsf6S+PHe8ERQgWRfDKTxHKstSTlO0i2Isa7K21jI4d7wRFCBZF8MpPEcyXFAHHogheeSiCPl/Q7ykCjkURvPJQhEme2wsfmXuHzoUAs4DqseOdoAjBoghe+bzXsP/vMUL13oG+1nDseCcoQrAoglcDFmFv3UF0Vkw/drw9ihAsiuBVt0Uwz252HtluOEXYWyumOh83Ona8JYoQLIrgFfMaNIoQLIrgFUXQKEKwKIJXFEGjCMGiCF5RBI0iBMstwmq1GnxZzohfv71/z8qr+Xj84eTk90+fBt+MWF9/ffvWWRGUUm3W9gYwrM1mk4/HXRahzfM/AAyr5TN4KAIQFYoAQFAEAIIiJM18hNmehuRMf7TnLAay8ir6QxHSZc9xmuS5fpJiWZZlWZqfUUrZSyQEsvIq+kMREqX3UrPzm9nKdg70uB4JauVV9IcipMs+WZgXRe3Tls2cyKBWXkV/KEK6bpfLUZYppZRStcuZOKcM4ayqhv5QhKTpK38Hnulkn1ZQhBRQhKRN8lyvm2LvvYazIBJFSAFFSJfOgX5fPVKwTxn2x6+w2uvKq+gPRUiUPjQw9wKqV/6ca41BrbyK/lCEdNnHBdW7g9WD/HBWXkV/KEK69H/jtY+Hdk4ZjEBWXkV/KAIAQREACIoAQFAEAKL7Ipyfn1/PZrx48XqLrx9XV12us/jPr18KwFu2Wq06KwKAlFEEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIAQREACIoAQFAEAIIiABAUAYCgCAAERQAgKAIA8S89nW628gflhwAAAABJRU5ErkJggg==" alt></p>
<p>A. kg yr<sup>–1</sup><br> B. kJ m<sup>–2</sup> yr<sup>–1</sup><br> C. J m<sup>–2</sup><br> D. mg dry mass m<sup>–3</sup></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>A relatively low discrimination index for this question suggests that some of the stronger candidates were unaware that pyramids of energy are showing energy flow, which must be over a period of time. The time period conventionally is one year, so the answer was B.</p>
</div>
<br><hr><br><div class="specification">
<p><em>The following graph refers to questions 19 and 20. It shows variation in the concentration of CO<sub>2</sub> in the atmosphere as measured at Mauna Loa in Hawai’i. The small inset graph shows the variations in CO<sub>2</sub> during a one year period.</em></p>
<p><em><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkQAAAGACAIAAADDE+oyAAAgAElEQVR4nOy9/1+b5b34//4v7htCQwkNbWjDF01o2qBgo1SpoFSyhi2smbSitIJk0pm9zUw1ljqkzHCM0g6UCZq3slHl7OS9bAPTmrmsWFPpTpw50mM8B5dNTs1Z3jOaxznX54fr0+tc3qFpbgjJBbyej/uH5Lq/5A5c3E+u63pdr+t/IQAAAABY4/yvXN8AAAAAAKwUkBkAAACw5gGZAQAAAGsekBkAAACw5gGZAQAAAGsekBkAAACw5gGZAQAAAGsekBkAAACw5gGZAQAAAGsekBkAAACw5gGZAQAAAGsekBkAAACw5gGZAQAAAGsekNl6IBQK8RyHN6/XS+/SNzfj8lP9/XS5y+XC5S6XK7s3CwAAkHlAZuuBKrUavzjV389zHCnXNzebu7vxa9pnLpeLnFKlVoPPAABY64DM1jyhUIh+zXMcLsGvyS7cFMOvaYHRYgMAAFijgMzWFV6vlzTFaHuha27zer208NA3/QcAALBGAZmtH0KhkL65mbzFMiNDaERm15Nctm8XAAAgc4DM1gl4tAxvpJDnOKI3r9ebjswCgYAvF5w7dy4nn7sarJvvsm6+iA++S3aJx+PZfPphQGbrCnN3Nx3oQUc5Es+lkFk8Hm81Gvc3NZGtTKms1mrpklXadHv2ZOFTsrA1NjTsravL+W1kZLtz796Gu+/O+W1kZIMKlrWtUCoNh8PZf/qBzNYb+uZmQRQ+pkqtxuWCQTLcYrvemJnVaj09NLR6d0s4f/58IpHIwgetNlevXn3//fdzfReZIRgMfvbZZ7m+i8wAFSxrqFUqkBmQAczd3cmh9qf6++mQRUE0Iz3SJgBkJhb2nzXpAzJjEPYrGMgMyABerzc5zr5Krab7FdE3w/FTR3+AzMTC/rMmfUBmDMJ+BQOZAcuE5PKgwz0QNWC2ZK8jCRhJPWMaZCYW9p816QMyYxD2KxjIDGARkJlY2H/WpA/IjEHYr2AgM4BFQGZiYf9Zkz4gMwZhv4KBzAAWAZmJhf1nTfqAzBiE/QoGMgNYBGQmFvafNekDMmMQ9isYyAxgEZCZWNh/1qQPyIxB2K9gIDOARUBmYmH/WZM+IDMGYb+CgcwAFgGZiYX9Z036gMwYhP0KBjIDWARkJhb2nzXpAzJjEPYrGMgMYBGQmVjYf9akD8iMQdivYCAzgEVAZmJh/1mTPiAzBmG/goHMABYBmYmF/WdN+oDMGIT9CgYyA1gEZCYW9p816QMyY5CcV7Ar8/NWqzXFASAzgEVAZmLJ+bMmg4DMGCTnFcztdrcajSkOAJkBLAIyE0vOnzUZBGTGIDmvYIMOx3GbLcUBIDOARUBmYsn5syaDgMwYJOcVrKuzc3R0NMUBIDOARUBmYsn5syaDgMwYJOcVbF99vd/vT3EAyAxgEZCZWHL+rMkgIDMGyXkFK5HLFxcXUxwAMgNYBGQmlpw/azIIyIxBclvBFhcXS+Ty1MeAzAAWAZmJBWTGJlDBMoLf799bV5f6GJAZwCIgM7GAzNgEKtjy2FdfHwwGydvR0dEjHR2pTwGZASwCMhMLyIxNoIItg1gsxnPc1NQUKTlusw06HKnPApkByycUCvEchzev10vv0jc343J9czNd7nK5cLnL5UpxZZCZWEBmbAIVbBkEAgGe42h7tRqNtNuWBGQGLJ8qtRq/ONXfz3McKTd3d5Nd5u5uc3c3fu1yuUh5lVqdwmcgM7GAzNgEKtgyODs5WapQ0P2K1Vot3eu4JCAzYJmEQiH6Nc9xpKRKrT7V349fu1wu0jijBUaLLRmQmVhAZmwCFWwZ2O32rs5OEvGRSCR4jovH46nPApkBGcDr9ZLmF0JI39xMBOZyufAugfAEbwWAzMQCMmMTqGDLwGQynZ2cxLH4sVjshxaLRqO54VkgM2ClhEIhwcCY1+vlOc7c3U3vwqNl9FnJI20EkJlYQGZsAhXshrQYDOe++Ryo1mrD4XCZUvnpp582NjRsLSlJnWIYAzIDVgQeLcMbXY7VRXckppBZLBazWCxdnZ1kq6qqGhgYCK4+MzMzWfiULHDp0iWfz5fru8gMv//97y9evJjru8gMUMFuiHTTphMnTtAfVLR5czAYvOvOO3fv2lWqUDzyyCNHjxy54XUqKyo++eSTrD36CCCzdYW5u5vnODJOhhDSNzeTWEdckkJmiURiYmLCRXH3vn1DQ0OfrT4zMzNZ+JQs8PHHH/v9/lzfRWa4ePHihx9+mOu7yAxQwVLz7rvv8hz3fbOZlLz99ts1t9768ccf79i+fUtx8bvvvvvQgw8ODg7e8FI3VVZCywzIAPrmZiIzc3c3ea1vbsbtM8EgGe6KhDGzTAHdjGwCFSw1bre7WCYzmUykZGpqqq2trbGhYUtxcfcjjyCE9tXX+3y+G14KuhmBzGDu7iaRivQ0MtphgmhGwUgbDchMLCAzNoEKlppBh0Ov19fW1JCSEydOqFWqMqVydHQUS65UoYhEIje8FMgMyABer5ceHiOtMfTNEHz6dYroDwQyEw/IjE2ggqWmvb399NBQsUyG3yYSifKysq0lJaFQKBQKVWu16aQYxoDMgGVCcnkkp/lACFWp1XiXYDIZCRiBDCCZBWTGJlDBUqPT6QKBAGl72e32PJ7/+c9/jhBKJBIFEsns7OwNUwxjQGYAi4DMxAIyYxOoYDQLCwt2u528TSQShVJpLBbDC2+eHhriOa5AIiE/MY1Gc9xma29vT+fiIDOARUBmYgGZsQlUMBq3210olZK3wWBQrVIhhB544IHW1lae4048/TQ9ftZqNFZrtQMDA+lcHGQGsAjITCwgMzaBCkYz6HDwHHdlfh6/nZqaajUaFxcXq9TqAolkYmLC7XbTkY1Wq1WQPj8FIDOARUBmYgGZsQlUMJpDbW0lcrnH48Fv+/r6jh45UllRUapQfLulBSE06HDQ/ZAjw8M8x12em0vn4iAzgEVAZmIBmbEJVDCa2pqaQ21t5E/7zrq6goICvV7vdrsbGxoQQu3t7WcnJ8nx09PT6aQYxoDMABYBmYkFZMYmUMEI8Xi8RC4fHxs71tODrnU5Pnz0aCKRWFhYKFMq0bXgRnLK4uKi0+lM8/ogM4BFQGZiAZmxCVQwwuW5ub11dbOzs/ubmqxWa4FEkp+XR1pdBRJJPB7HwY3Luz7IDGARkJlYQGZsAhWMcHZysquzc3FxsWjz5gKJ5MUXX6zWasneaq3W7Xbj4MblATIDWARkJhaQGZtABSMct9mcTicOUHz9//yfqakpOnCxxWA41tPTYjAs+/ogM4BFQGZiAZmxyYatYFarFY+NEVqNxu+ZTAUSye5du2ZnZ/v6+ujARYvFUllRYbVal32HIDOARUBmYgGZscmGrWAtBoNOp6NL5Fu2SPLzp6amujo7XS7XobY2OnDR6XTyHDc6OrrsOwSZASwCMhMLyIxNNmwFK1MqCyQSEs3hcDjI9Gc8may2poaeQOZ2u3mO8/v9y75DkBnAIiAzsYDM2GRjVrBYLFYole6tq8Nympqa4jmOBHe43e5WoxGHL5JTLs/N8Ry3uLi47DsEmQEsAjITC8iMTTZmBQsEAjqdzmKxOJ1Ov99fIJHom5stFgveGwwGi2UyOpQRIRSLxVKvpHFDQGYAi4DMxAIyY5ONWcHwkNjExMSBAwdKFYpDbW0Wi2VkeBjvjcfjPMfRoYwZAWQGsAjITCwgMzbZCBUMr+RC0gcjhOx2e19f358+/HBTQUFtTU0sFtvf1OTz+cgBGo2GDmXMCCAzgEVAZmIBmbHJRqhgeLjL7XaTEpPJhKMW83geD5uVyOX0eNigw7GSWI8lAZkBLAIyEwvIjE02QgUbHxsrlEoHHQ5SUq3VPnz0KM9xdXfcMTU1FYlEShWK1b5DkBnAIiAzsYDM2GQjVDCLxdJqNJL1oBOJBM9xPMedHhrq6+s7brNNT0+vJLVHmoDMABYBmYkFZMYmG6GC7a2rOzs5SaZIP/XUU9hkCKHp6enGhgacxWq17xBkBrAIyEwsIDM2WfcVLB6PF8tkiUSiRC5HCJ0eGuI5rubWW/HeaDRaLJMd6ehYSWqPNAGZAcsnFArh/gSe47xeLyk3d3eTcryFQiG8y+Vy4ZLUc0pAZmIBmbHJ+qtgAmEEAoG9dXUIIZ1Od+zYMZ7jWo3G4zYbOaBaqy2Ry2dnZ1f7DkFmwPKpUqvxi1P9/TzHkfJT/f3kdSgUIoe5XC7yukqtTuEzkJlYQGZsss4q2MLCAs9xCwsLpHxkeNhqtSYSCZVKlZ+XNzEx0d7ePj42Rg7o6uzkOW7Zq5SlD8gMWCaksYWuNdFwCd1EQwi5XC7iNlpgtNiSAZmJBWTGJuusgnk8HpJiEWM2m19++eX9TU3STZvM3d0IIZ1OR7fDRoaHV7JKWfqAzIAM4PV6cT1ORt/cjPVGCy/5rQCQmVhAZmyyzirYwMBAoVRK9yLu3r1buWOHWqX66ZkzOKCxWCaLRqPkgGg0SicUXj1AZsBKCYVC+ubm6+2i+xjprkgsM0EzjgAyEwvIjE3WbgW7Mj+vVqnIzeMKZjKZujo7GxsacOFPfvITnJgqGo2GQiGdThcOh8uUypzcMMgMWBF4tAxvyXvpPsYUMovH4zqdTq1SkU1WVPT000+/u/rMzMxk4VOygM/n83q9ub6LzHDu3Ll33nkn13eRGdZuBcOievXVV/FbXMEqKypGR0c3Fxa++eabdXV1+Xl5lRUV5JRimewnP/nJ7TpdTm64vKwMZAasFBy+SMd9YEgfI7pRyywSiYQp2traXnnllS9Xn5mZmSx8ShaIRCLvvfderu8iM1y+fDkcDuf6LjLD2q1gvb29PMe99tpr+G0kEjl37lyhVBr7299uvummErl8Z1XVj6xWq9VKTtlz221dXV3Hjh3LyQ2rbr4ZZAZkAH1zs0BmdB8jShok83q9MGaWQaCbkU3WbgUzmUzVWi0ZHrt69erY2FjdHXf09fXl8fy++vpYLHako4MOBmlvby9VKEh2/CwD3YxAZjB3dwtC7V0ulyAqRBDNeL2RNgQyEw/IjE3WSgU75/XW1tTQJRqNZmBgoNVoxG+vXr1qNpvLy8sLJJKjR46YzWaEUG1NDZ0sf9Dh4Dlueno6izf+P4DMgAzg9XqT4+zpPkYMHY6fIvoDgczEAzJjk7VSwUZHRwulUvIWLxUdCoVwNEcikTjV349HyC7PzV2em9PpdNFoFGf9ILjdbp7jIpFItu8eIQQyA5YNyeXBc1xyG0vQx0ggASOQASSzgMzYZK1UsOM2Gz0benZ2FudaLJbJfv7zn+t0ukKptFSheO+99/ABxTKZ2+0WpA++Mj8vaN5lE5AZwCIgM7GAzNhkrVQwk8lULJOdu9ZZMjI8fKSjY2R4uFAqleTnd3V2XrhwQZKfTxJ56PX6VqPxZG9v7m5ZCMgMYBGQmVhAZmyyVipYbU1Nq9FI0gHjUI5CqfTWW27Bxnr33Xd37txJjrfb7YIFOXMOyAxgEZCZWEBmbLJWKliJXD4yPIxjF0dHR/Pz8urvumtxcfH00NCxnh6E0JkzZw5861vkeDw8RidpzDkgM4BFQGZiAZmxyZqoYJFIpFqrnZ6ebjUa8Rou0k2bcEoqn8+Hk+IfO3bs8ccfJ6csLi5iybEDyAxgEZCZWEBmbLImKpjf7281Gq/Mz1eUlxdIJE89+WRlRQXehRckQwjV19f/9MyZnN7mDQCZASwCMhMLyIxN1kQFGx8bs1qtOK2B1Wqdmpoi08sQQmVK5ZX5eVlRUYq5NCwAMgNYBGQmFpAZm7BZwcLhMH1Xdrv9p2fO7Kuv31xY+C+h0MneXrvdTva2Go1Op7OivJzxCgYyA1gEZCYWkBmbMFjBotGoIJPcoba2hx58sFAq3d/UND09bTKZ6CRVx2222poaw4EDjFcwkBnAIiAzsYDM2ITBCub3+wVR9bt375bk5zudTvx3p1apgsEg2TsxMcFznM1mY7yCgcwAFgGZiQVkxiYMVjAcr+h0OvHbWCyWn5fXdO+96NpcaTqvFULo8twcz3ETb7zBeAUDmQEsAjITC8iMTXJewcbHxgSPeLPZXFtTgzMFI4QePno0Py8PHzM9PV0il+NYfEIikVCrVJcuXWK8goHMABYBmYkFZMYmOa9gpQoFyeuB0el0TqdzX309Qujs5CTPcXfcfjvedWV+nuc44jka9isYyAxgEZCZWNh/1qQPyCxTLC4u8hxH1iRDCCUSiUKpNBwOlyoU4XC4RC5vbm62WCzkgAKJZMk/PfYrGMgMYBGQmVjYf9akD8gsU/h8Pp7j6Eljl+fmqrVahJBi2zbdnj06ne7pp56i/9ba29sDgUDypdivYCAzgEVAZmJh/1mTPiCz5RGNRnEOKsLI8HBjQwO2F2ZiYuJQW9vCwoKsqEixbduV+fn29naPx3PDi7NfwUBmAIuAzMTC/rMmfUBmy+NYT48gX6LFYhl0OAokEnIPVqv1sR/8oEypVGzb5nz+eYTQ3ro6es7Z9WC/goHMABYBmYmF/WdN+oDMlse++vrGhga6BE+C1mg0WFeRSKSivFySn28ymX7yk5/gNB8lcnk8Hr/hxdmvYCAzgEVAZmJh/1mTPiCz5VEil5cqFHRJqUIRiURajca33nprYGCgRC7Pz8sbGRlBCHk8HpPJtLi4SHIKp4b9CgYyA1gEZCYW9p816QMyWwaRSKRUoSiRyxcXF3FJNBotkcsTicT+/fu3FBcXy2RWq1WxbRveGwqFamtqZmdn9Xp9Otdnv4KBzAAWAZmJhf1nTfqAzJbBOa+3saFhX3293+/HJbOzs7dUV2s0mgKJpKamJhKJuN3uFoOBnFIolU5MTKS5LBn7FQxkBiwfvGYE3pZcHuJUfz/eS0aYXS4XLnG5XCmuDDITC/vPmvQBmS2DkeFhHACCp0jH4/Hm++7jOa6rs/OXv/wlniLd19dHzzmrralpb28nea1Sw34FA5kBy6dKrcYvsLQEe7G06BKXy0VOqVKrU/gMZCYW9p816QMyWwYWi+X00NDpoSGr1bqwsKDT6TYXFnZ1dqJrPZAIIZPJdHZykpxiMplKFQo643AK2K9gIDNgmdDhvLiJRpfwHKdvbhacQguMFlsyIDOxsP+sSR+Q2Q2x2+3t7e10CQ5cnJ6evm///mqttrGhAZfgvXgsTZAO32638xxHl6SA/QoGMgMygNfrNXd3k7fm7u5kUQmEl+w/GpCZWNh/1qQPyOyGmEwmQTpgHLj4xz/+sUAiaWxoiMViZUplJBLBe/fW1U1PTwvS4eO1XdKJy0droYKBzICVEgqFBI0wnuPIaBkxFh4to8+63kgbApmJh/1nTfqAzG5ItVZbLJORt4uLiyVyeSQSqdZq8/Py/vKXv+BQRnJAe3t7V2enwH+BQCDNuHy0FioYyAxYEbS0cInX66X7GKvUatxKSy2zQCDgozAcODAyMnJ19ZmZmcnCp2SBTz/99MKFC7m+i8xw6dKljz/+ONd3kRlWo4J9/vnnkvx8xbZtoVAIl/zqV7/S7dmze9eu3bt21dbUnD9//u23366vryen9J44Id+ypaura9kfyn4FU918M8gMWCnm7m7cGkNJ0sJu83q9KWQWj8dbjcb9TU1k27F9+49//OP3V5+ZmZksfEoWuHDhwvnz53N9F5nB5/P5/f5c30VmWHkF+93vftdqNNI/kLOTk+VlZXV33PHTM2dwyWM/+MGW4mK1SjU9Pd1qNPb39z9ttx8+fJicMjg4yHPck8ePL/s22K9gFeXlIDMgA+ibm5eUGZGWYJAMSw7GzDLFVeZ7gdIHuhlpcOZ7OkzD7Xa3Go3HenpGhocRQpFIZGtJyY7t2/EImdPptNvtVqsV78Xg1aJnZ2eXfRvsVzDoZgQyg7m7G0cqCvoPaYcJohmTwx0JIDOxsP+sSZ+NLDO/339lfp4ucTqdPMdNTU2RkkGH47jNdnpoyGKx4HGyErn8jTfewHtxnqoWg8Hn85FT4vF4V2dnLBZb9hdhv4KBzIAM4PV66fDFU/395K25u5sEOtLh+CmiPxDITDzsP2vSZ4PILBKJJPdM6PX6QYeDLjnU1lZZUUEXHunoGB0d9Xg8DXffrdFoGhsalDt2kOd4OByu1mrLlEqS1yojsF/BQGbAMiG5PJacUoZH0XiOo0P2ERUwAhlAMgv7z5r02SAy6+vro5fNxJTI5VarlS5Rq1QWi+VIRwcp2VtX5/f7T5w4wXNci8Hw2Wef0ZGNCKFimUyQcXjlsF/BQGYAi4DMxML+syZ9NojMDrW11dbU0CVX5ud5jjvU1kZKFhcXi2Uyv9+P81FhZEVFDQ0NBRJJgUQSi8VmZ2cFMfc6nW5/U1Mmv8ZaqGAgM4BFQGZiYf9Zkz4bRGaCuWIIoampqWqtlvaWx+PR6/V4Ghku+dnPfpbH89Va7eW5OZ1OFwgERkdHcdoqQnt7u8ViyewXYb+CgcwAFgGZiYX9Z036bASZxePxAomkWCaLRqOk8GRvr91uV6tUpISkBi6Ry//yl7/gBFTlZWU4lONQW9vZyUmr1SpIFnx5bu7y3Fxmvwj7FQxkBrAIyEws7D9r0mcjyCwQCNTW1NTW1NDWaTUaz3m9dNKpVqMRJwLeW1fXcPfdhVLpkY4OsmhLX1+f3W5vMRg8Hs8qf481UMFAZgCLgMzEwv6zJn02gszGx8ba29uJqzClCgVOB7ywsEBKFhYWzk5OSjdt2lpSMjs7i7Pj471nJycPtbWVKZVZeIizX8FAZgCLgMzEwv6zJn02gsysVuugw0GbaWFhAWdK3N/UhGc3f/DBByVyuUaj4Tmu7o47fmixoGvZ8fEpl+fm1CqVIH3wKsF+BQOZASwCMhML+8+a9Fl/Muvr6xsYGKDL9Xq9x+PB059xidvtNplMCKEDBw50PPRQY0NDfl5efl6e2Wy+PDc3NTWF4/jpdlgsFuM5TqfTZeGLsF/B1pLMyNQlPEsJQx9A9t5wGtO6hGRHXAeAzMTC/rMmfdafzBobGgRTykj/IQ7Ej0aj95tMd9x+e5lSyXPc1pISs9ncajQ+c/IkPj4YDFZrtdFoVBAAqVapBAubrRLsV7A1IzOe4+gcE1hsdG4k+i1OoZQiWxLAOCAzsbD/rEmfdSazL7/8slAqpWMUSaj9r3/96/KyssaGhgKJhOe4W2+5ZWBg4Ec/+pHdbkcI7W9qOnctS048Huc5zu/3C9phLQaDIGPIKsF+BVsbMtM3Nycv9mju7sYNEZyyVtAowT5bQy0Vr9cr9m6T26brBpCZWNh/1qTPmpbZ2clJOlvH+fPnA4GARqMplEpJasTp6enbdbojHR2S/Pw8nj/U1uZyuRTbtuG4j4mJCTxvTBC4r9FokheYXlxcXEnGxfRhv4KtAZkt6SqEUCgUwoX65mY6TTvheuVsUqVWi5XZOu5NBZmJhf1nTfqsaZlZrVaNRkPenj9//mc/+9mRjg48wRkhFIlEdHv28BxXrdWODA8XSCTxeDwSiZAEVD6fb39TUzAYFOQHaTUaNRqNYOwta7BfwdaAzHA2vxRJacnyj2JPxGBZ4o0+mBTS2QWxP8joHckTihuCguE6upBcGUuLpCjE5fRoXygUwr2m+BjcWYrFTE6hr4yFjUtot4m6f9YAmYmF/WdN+qxpmen1ep7jSKU6f/78o48+enpoqL293eVyjY6OlsjlxTLZo9//Pj5Ao9GEQiGPx0MG1cLhsEajGR8bE+T1sFqtgvT52YT9CrYGZIafvCmcJBhOI6QjM3pVLXN3d3JOdywJ7AOBrqrUalxOL3qCPxQXkqthOeESfAXSpqRXZKbXA6Mbo/QKYfQp5E6I24jMRN0/g4DMxML+syZ91rTMShWKQqmU/Jt4/vx53Z49fr/f9sQT5WVlBRKJ3W7fs2cPWVoMD4wNDAyc7O3FJfF4vFAqtVgs9IJkCKGR4WHBwmbZhP0Kth5ktpKWGVlSUnAiHTxCVIS+2bOnb27GMqBXORF8enKAJd2daO7uTpYZSlrfkv6mdGBLcisQvxV7/wwCMhML+8+a9Fm7MsO9hTjsHpdMT08XSCRPPflkfl7e1pISnO+jUColg2FdnZ3jY2Mmk4lucuHpZbhbknDO6+U5Lh6PZ+vbfAP2K9gakJkgUjEZ3AW3xMpAaYyZLTlSRTsGXWu9kf7AZBksaQUSn5LiE9OXGdZYKBSiT7mezMTeP4OAzMTC/rMmfdaQzPbV19NPHpwXmKwBjRDq6uoqkEhK5PJn+/pwQGMwGBRkXzzZ21tZUUGvyVlbU1MolQpqZiwWy1UfI1oLFWwNyAxdv+2FH9k3jGYkvXBLCm9JD9Euobsir9cyS54GIGge0d9FrMzow9KUmaj7ZxCQmVjYf9akz1qRGZ6zTAvG6XTitL9WqzUcDrcYDDzHaXfvxutk4oDGqakpPDka43K5WgwGkhQfo9frBau65Bz2K9jakBmxkaCEvMV9etebZ0bGopKf3YJm36n+/lAoJDid7kVcUgYCm7pcLhKjQQq9Xm863YxerxcfKZAZcXmVWi2QmcvlIvdMD6Glf/8MAjITC/vPmvRZKzILBAI8x/X19ZGS9vb2iYkJt9tdf9ddJXL53rq6O/fuPXPmDN6LAxpxanxyis/n4zlOr9fTV+7q7BQs0Zlz2K9ga0NmGBI9sWTEhyDAb8luySWbSvSKyUQz9NXoKA9yGLkZunUoiB6kC/Fh9DEkQBF/F9ycwmN45DDcnBLcDDkFX8Hc3Z0cSyn2/lkDZCYW9p816bNWZOZyucqUSnotzdqamkuBgNVqzeN5s9mcSCTUavV7772H9+KARsHwGF6QkyS1wiwuLtIzzFiA/Qq2lmS2Qsi8NIB9QGZiYf9Zkz5rRWbHbTaLxUJScsTj8U0FBbo9e2RFRfl5eQihWCy2qaDgyy+/xAfgTIwajYaOSEwkEjzHTUxMZP/+RcF+BdtAMgOTrSFAZq3bI80AACAASURBVGJh/1mTPmtFZq1Go8/nw8NdCwsL39LreY5rb28Ph8M4HbDP59Pu3k0qmNvt3t/UlBzZgQfYcvAFxMB+BdsoMjvV379ek2WsS0BmYmH/WZM+a0VmapVqcXGxtqbG8dxzJXJ5qULRYjDgXY0NDee8XqfTaTKZSAULhUIFEkl2ktxnHPYr2IaQGZ0+I5ufu+5ZMsVJ8q7kSW+p51ogkJl42H/WpA+bMrs8N0dmOiOEYrFYqUKRSCTw8LPVav3hD39IKq3ZbB4dHT3U1vbUU0/RFQwvFZ3tW88E7FewDSEzYJUgYTgk7wlhyThJl8tFh2Wm8BnITCzsP2vSh02ZWSwWOqR+dnb2nsbGffX1mwoKHnrwQYSQXq8nSe7J8Nir4+N0BdPpdE6nM8t3nhHYr2AgM2CZ0JP2cDuMzlR5vQnj9Ko9S84dxIDMxML+syZ92JTZ/qYmOvPvmTNnysvKypRKp9OJkyiWKhQkBHFqaqqxoaFYJhNUsMtzc5FIJLs3nhnYr2AgMyADeL1euilGEhnTfY/JwltyGjsGZCYW9p816cOmzErk8kKpFL+OxWIV5eXyLVtCoVAwGNxbVxeJRCorKsjBeApaY0MDVLCsATIDVkooFBJMVsOKwsNjZJdgJjidnTkZkJlY2H/WpA+DMsNJF3GMYiKRaDEYpJs2vf766wiheDxeLJPRae8RQtFoFM8egwqWNUBmacFspoycQ0/xTt5L5yVJIbNYLGaxWLo6O8lWVVU1MDAQXH1mZmay8ClZ4NKlSz6fL9d3kRl+//vfX7x4MYc3YLVam+69ly4ZGRm5c+/effX1o6OjDxw+XLR5c4lcfuHCBby3Sq0+euRIz6OP0qdsLSl58cUXoYJljcqKik8++SRrjz7CWpIZTk+V67tgGtyvuOQ42an+fvyvQAqZJRKJiYkJF8Xd+/YNDQ19tvrMzMxk4VOywMcff+z3+3N9F5nh4sWLH374YQ5v4ODBg5qdO+mSZ5555vtm89GjR1uNRp7jhoeHt5eWkr0tBsP20tJXXnmFPsXzq1999NFHUMGyxk2VldAyuwHQLEuHJRfTQdRwmmCQjE5/nAx0M4qF/V6g9AnmupuxtqamQCKhS450dIyOjnZ1dubn5Q06HLOzs2RKGULIbrdfrzJDBcsa0M14AyAJVpqYu7uXDLWnp6sLohlTpIUEmYmF/WdN+uRWZolEokAiKVUo6DVZdDrd+Pj45sLCm2+6CSE0OjpKJwJ2uVzFMtmSV4MKljVAZjcA59FPLsdDQWQ6NjkmdTkJ80PUaNM6SE3i9XqXjLP3er2CGdPJa3kvCchMLOw/a9IntzILBoPVWq1er5+eniaF0k2blDt2GA4c0OzciRCyWCyjo6NkbygUonPn00AFyxogsxuwZOtBkPaCLLd2w3LsLTpDP728y9qCXm2A/ildL/cHJk2Fg8zEwv6zJn2yLDNBkt+zk5Mmk8lisZAaODU1JcnPb2xo+OKLL3iOSyQS+5ua6GwgKYAKljVAZqlI0cdIP46vt5RzOks849VYVvVbrEVAZmJh/1mTPtmUWTAY5DmOXm/Fbref7O09PTRksVgQQn6/v1AqrSgvj8ViCCGc856eH50aqGBZA2SWiuv1MaKlVnlOltb1ykFmNwRkJhb2nzXpk02ZTU1N8RwXCARISavRODU15fF4WgyG00NDBRJJzS23PPnkk2Tv+NhYmVKZ5vWhgmUNkFkqUsQxJrfAsPbSKQeZ3RCQmVjYf9akTzZldtxmK5BI6J5GtUoVDAbff/99WVFRgURyemiIXk7TarW2Go30/OjUQAXLGiCz6+L1elOM69ADQrScUpSDzNIHZCYW9p816bN6MsNR9XRJi8Gg1+tP9vbit7FYrFAqDQQCqptv5jnunfPn0bWuRXzAyPBwoVQqWBg6BVDBsgbI7Lqknl7GcxwJTaTDHJLL6YAIrC6ylxwJa9MIAJmJhf1nTfqsnswqKyoE9apUoXC5XIfa2vDb2dnZioqKAolEr9fv0miCwSDWG6kk09PToiKQoYJlDZDZMrlehV4fofY5B2QmFvafNemzSjJbXFzEC4+REpwdOBgM4gUzo9Gobs+ePJ7v6+tLJBKtRqPb7Q4EAvRymgsLC4IxttRABcsaILNlAjJbVUBmYmH/WZM+qyQzj8dTKJWSRhguMZlMOFNwIBBQq1SbCwt7Hn0U77VarU6nc3xsTLCc5v6mJhzZmA5QwbIGyEw0gm7DG5YDywBkJhb2nzXps0oyGxgY2Fdfv7euji7Bo2Xbtm7FM8nu3rfP4/HgvSPDw8d6erDSlv2hUMGyBsgMYBGQmVjYf9akT0ZkFo1GFxcX6RKTyeR0OksVClJyqK3tZz/7mV6vz+P5B9vbE4lEqUJBFs+cnp7e39Sk1+uJ3pYBVLCsATIDWARkJhb2nzXpkxGZWa1WQfcgHh4rkEji8TguKSsr27Z1a2VFxfe+972R4eFIJFIil5PjFxYWypRKWm/LACpY1gCZASwCMhML+8+a9MmIzPR6fWNDA3kbjUZxLmCNRhMKhWKx2COPPMJz3KG2tmg0enpoyGq14qYYfZFCqZTW2zKACpY1QGYAi4DMxML+syZ9MiKzErmcztNxzuvFbtPr9S+99FK1Vru5sFC7ezfei9eJdjqdOIUVobamRqA3sUAFyxogM4BFQGZiYf9Zkz4rl9nCwkKpQkH3KDqdThyUf+fevfl5efvq63/8zDNEXVfm5zUaTVdn58jwMH0dnHGYLiFBXrAxspFfDcgMYBGQmVg2sswmJiYEMRput7vFYMA9irjkUFvbiy++qNfr8/Py7r3nnkQiYTabx8fGyCkFEkm1VivIDxIKhQTPR57jZgBmAJkBrAMyE8tGllmr0ShoPw0MDBy32eg1yZQ7dmwpLlarVM+cPIkDQ3Q6HT33uVqr5b+ZPn9JQGZMATIDWAdkJpaNLLPKiooWg4EuMZlMZycnj/X0jAwPLy4uHjx4kOe4x37wg1gs5vP59jc1JRKJQqmUdELiU9Qq1Q0/C2TGFCAzgHVAZmLZsDLDSaqqtVq6EKcGHnQ4Dn73u6UKRZlSSWI9rszPq1Wqy3NztTU19CnHbbZ0cuFnR2ZlSuXDR4+u6kfwHDc+Pp5c/vDRo3gsqkypnJmZaTEY0r/mw0ePijp+5YDMANYBmYllw8rsnNer1+sLJBJSEo1GC6XSaDTadO+9PMd1dXY6nnuO9EMmEgme45KTVIXD4estXkiTBZk5HI4ypRK7ZJUoUyqXlNntOh353PHxcZ7j0peTzWYTdXxGAJkBrAMyE8sGkZnH46msqKBLTg8N2e32MqVyYWEBl/j9/l0aTWVFxY7t23dpNAihIx0ddKxHZUUFzgayjHvLgsxaDAYsEofDsXqfkiwzh8ORXHi7Tpf+NaFlBgBCQGZi2SAyGxgY4DmOHuvq6uycmppqbGjw+XwIoVgsdk9jI26Q/cu//AtOXlVbU3N5bo6csq++vlAqPef1LuPesiOzmZmZ23U6uqcRN9ewb8g9tBgM2B+kSXS7ToctiNtJREUkkJ0IMtlbLQbDkurClyLnkh5IbFzyduabMiPdlTabLWM/miRAZgDrgMzEskFkdqitjec4slQmQkin0wWDQdz2mp6eVqtUsqKiYz09eG+xTLawsEBPOEMItbe38xwnyNyYJqstM4fDgZ1hs9kEPX5ETthqtC2w6vDBeO/MzMzDR4/i44ljaNks2Qi7XjvM4XCQXUSx5AplSiU2Frm+zWbDx+M7X3JwLiOAzIDMQC8U4F3q/1yXyyVYR9vlcuHjUy+UAzITywaRmUajUatUbrcbv00kEjhJ1YkTJ2puvRU3yGpra8l0sdqampHhYXpBMoSQ3W4X9FWmz2rLDDezkhtSAl1heeCW2cy1HkKyVyAzDG60pZDZ9Vpm5HRy2Zlv6o1AZHa9b5FxQGZAZiCiOtXfzy+1WDbPcbTMaLdVqdUpfAYyE8v6kxkOO6R/Oziyw2KxkLpxeW5ub12dy+Uq2ry5WCbz+Xw45p6sN9ZqNO5vajKbzfT1XS5XV2fn8u5ttWVGdy3ertMR96xEZrifEDfmUsgMH3a9MTObzdZiMNhsNnwAfT/0zROZrXY0JgZkBmQAOvQLN9EEwWDm7u5T/f20zGiBJTfaaEBmYll/MnO73YIeRb/fv7eubmR4mIQmvvDCC+Xl5QUSydGjR+vuuAMhdHlujg7Tt1gshVKpIEnVSlhVmT189CjtEmwX/FqUzPBe3BTDShN0A85cJzQfn0K/pRtVZUol3Rqjx8PwbdDdjOT6uBd0ZT+Y6wIyAzKM1+s1d3cLSlwuFy0zgfCW9B8BZCaW9Sezk729PMdNTU2R8tNDQxaL5ZzX22IwJBKJgYEBSX4+njQWiURwrMfExAS9lvTpoSGe4+hMHytk9WSGRUJfn3TT4QT/eMyMHPYtvR6/EMwMI2/JGBiJ4MAR+Q8fPYpfLPld6B5CgYQePnpUEJNCjhwfHyefQsRGj/OtEiAzIJOEQiF9c7OgEJfQMsOjZfRZ1xtpQyAz8aw/mbUajRqNpq+vj5R3dXaOjo4uLCxUVlbW1tQUy2S7d+/+3e9+h/cWy2TRaNRqtQ46HOQUt9stiP5YIRs5A4ig4cgCIDMgY+DRMv6b6atJKy1NmcXjcZ1Op1apyCYrKnr66affXX1mZmay8ClZwOfzeb3eXN9FZjh37tw777yzvbT0ka6upqYmUr5Lozl9+vT93/sez3H76uvffPPNErn8N7/5Dd5bpVa/+uqrdXV1g4OD5JQ333zzhz/8YQbvbSPLLMtzyNKB5zjyqykvKwOZASvF3N3Nc9yp/n50rYMRl6ffMotEImGKtra2V1555cvVZ2ZmJgufkgUikch7772X67vIDJcvX/7ggw9kRUXvvfferbfcggu/+OKLTQUFFeXlim3bKsrLL1++HA6Hd1ZVkbO+29r6i5//vEQuD4fDq3dvG1BmZGIAa82ymZkZnuPIr0Z1880gMyAD6Jubscyw2ASby+USDJJ5vV4YM8sg66yb8ezZs40NDTg0MZFIRCKRe++5B0feLy4umkwmj8fj8XhMJhM567jNZrFY8MjZ6rEBZcYy0M0IZB5zd3dyqH3qaMbkkTYCyEwsa1pm4XCYjsIPBoPPXFs5s7am5syZM6UKRalCYThwAB9w3GY7PTQ06HDQI2ojw8NlSqUgfX7GAZkxBcgMyDBer3fJOHuBzOhw/BTRHwihrs7O1LOqMwXIjAU8Hg8dhR8MBu+///7xsbFYLFalVvMc197e/oMf/ID8fzM6OmqxWA61tZHZ0wih6elpnuOO22yreqvpyyy5fwK29DeQGZA9SC4PnuOu18YSyAxRASOQASSzrGmZOZ1OnuOImYLBYLVW+4uf/1ytUm0qKLj/e99DCDU2NPj9fnzAOa+31Wisram5Mj9PLoL7sc9OTq7qrYp7zv73f2VqMx086P6nX2bqaq7XXuvqfDhTV4t+cbVELs/glwWZAesHkJlY1pDM3G634F8Zs9lcqlCQkPpLly7l5+UVSqV76+pefuklPG+sWCYjeT0WFhbUKlWJXE5fBK/tQk+yXg1AZiAzASAzIBUgM7GsIZl1dXYKRrb21dd3dXa2t7cjhOLx+H333cdznNVqTSQSwWAQt8AEy28WSqWNDQ1ZvW+EEMgMZJYEyAxIBYyZiYVNmZG2FM3euroypZIuKZHLp6endTpdOBzW6XSbCgrq77qL7C2Wyc5OTtJ5PRBCtTU1JKlVNsmVzMbHXln493/L1NUuz32QQTXGv/z7oOM5kBkALAG0zMTCpsympqbohcQwxTJZgURCPIczUUWj0U0FBSVyuU6n+25r67PPPkuO1+l0rUajYC1Ns9k8MTGx2vefTK5ktqE2kBmwfgCZiYVNmR232ejoeYRQMBjU6XTVWi2R3PT0dNO99+JMjB0PPRSPx/fcdtvZs2fJKe3t7cUy2fLW0sw4IDOQmQCQGZAKkJlY2JSZXq/f39REl5ydnOzq7Gw1Gkns4k8GBm6qrCyWyXR79ng8HoRQ0ebNH330ETll0OHgl7uWZsYBmYHMBIDMgFSAzMTCpsxK5PJimYzO84vnO1utVtxtGAgEthQXK3fsCIVCuDAYDCp37KAX53S73cteSzPjsCazE08/XapQNN17z+W5D3IuIZAZAAgBmYmFQZktLi6WyOX76ut9Ph8p1Ov157zekeHhYz09LperUCrdWlLyT//0Twih0dHRrs7Oqamp5vvuo2UWj8cjkUgOvsBSMCWzf5x6S7FtG564uXvXrpxLCGQGAEJAZmJhUGazs7N76+rsdjs9bFYil0ej0V//+tcV5eU8x/X19ZUqFNhVPp9vX339cZut59FHaZkxBTsyi/z5swPf+hZJXLCpoCD+5d9z7iGQGQB8A5CZWFiQGd0CQwjhePqJiQk8gQwhFA6HKysqFhYWamtq8vPyPB4Pbr3hvfh1q9F45swZkBm9nTl9epdGc6jt/tBHf0L//V/Tv/3Nobb7y5TK73z729JNm3iOk+TnF0gk7Q88cM77ds5VBDIDgP8BZCYWFmSm0+noiWUDAwN2u93v9++rr8clbrd7X319mVJZW1Mj3bQpHo/j1hg5pVShKJRKZ2ZmQGZk873zjnzLFp7j8vPydu/eXa3V7m9qOjv5C9wO873zzqG2+/9hcPDT8Ccjwz/dW1dXW1NzZf7jnAsJZAYACIHMxJNzmYXDYZ7j6MbZsZ6ekeFh3BpDCCUSiXvvuSc/L+9QW1ssFtPpdMFgEA+ekVMaGxpK5HK80nQOvkMaZF9mT/zoR/l5ebgvMY/n33rzzdTHj4+9UqpQjL780oFv6aWbNh0+dGjx87/m3E8gM2CDAjITS85lNj42xnMcPbW5xWDAofY8xy0sLOj1+jye7+rqwnvb29s9Ho/FYqF/0cd6evY3NYHM6C3w/sWizZtxX2JjQ0Oap2wuLNxUUMBz3NaSkqeefDLnfgKZARsUkJlYsiwzt9sdCAToErPZLEgxVVtTg2dGK3fs2F5aqlapdmzfTpZjPdnb63Q69zc1YeFhfD6f2+0GmdGb8/nnSxWKvXV1J55+OvLnz9I8q7KinMSG3Le/Ked+ApkBGxSQmViyLLP9TU1Wq5Uu0el0fX19rUYjKSmRy//jP/6jr68vj+cb7r77008/LZbJyN7xsTGcLD/5AQQyw1vsb/95qO3+vXV1y8jKOPjcc1uKi3mO21xYOPXWWzn3E8gM2KCAzMSyejJLJBLJi4SpVSq9Xk8fUyyTBQKB2poaUiIrKtLr9QUSyV133ulyuXw+3966OnLKOa+3Wqul9UYAmaH//q/wJ/9aW1PT1fnw8gLuE19/5fnVrx568MFtW7e6Xnst534CmQEbFJCZWFZPZi6XK3mxFZ7jShUK8hZnXKTj7CcmJiT5+WqVKhAInOzt7evrOz00RHdCRiIRnuNovdFX2+AyC7x/sbKi4vTQiysXQ+ijP5UqFLMXLuRcUSAzYCMCMhPL6slsX329WqWiS67Mz1dWVJDJzgihqakpPJmsUCqNRqMWi4XnuB3bt0ejUYTQ+NhYV2dnV2fnyPAwfZ0SubyrszP5Eze4zDy/+lWZUpnBJVrOTv5Cs3Nn7G//mXNLgcyADQfITCyrJLNYLFYil/McR/+Uznm9jQ0NjQ0NJJN9X18fXie6vKxsZ1VViVxueewxIiq/37+3rm5vXZ1gVvW++nrBwi6YjSmzwPsXjx7p+M63v11eVhZ4/2Jm9XCko+NYz6M5txTIDNhwgMzEkhGZneztJdk6MB6Pp8VgUKtUV+bnSSHuMDSbzaOjo7jkUFvb2cnJ4zZbHs/jNTZPDw3Z7Xa8Nx6PF0qlxTKZIPN9IBBYMuniBpTZ4ud/3VJcnMfzeTyv2bkz43qI/e0/1SqV51e/yrmoQGYAi4RCIRL+66WWm7peOULI5XLh8tQLSYPMxJIRmbW3twvWgO7r6xsYGNDr9dPT0/Rh42Njgw7HcZsNl6huuqlMqSyRy+vuuAOvmSn4De6tq6PH2FKzAWU2MvxTSX4+/tPYUly8Gik8Zi9cqKyoiH5xNeeuApkBzFGlVuMXp/r76Vp1vXKXy0V2VanVKXwGMhNLRmS2t64OT3AmJa1G4zmvl26EIYQ0Gs3lubmpqSmTyeTz+fY3NfEcd6SjIxKJHLfZcH8jbquRU6xWK522KjUbTWaRP3+m23NbgUSCZbZdoUh8/dVqSMLc3W19/PGcuwpkBrAFmf2KrjXFcMn1ytE3BUaLLRmQmVgyIrMSuby2poYsm4kQKlUootEozrKIS6LRaLFM9uWXX740MiIrKuI57q4779xZVYX3Op1OPP9sb13d7OwsuY7P56N1mJoNJbPQR39Sq1SDjufOnD5dUV5+x+23+955Z5Uksfj5X0sViuA//zHnugKZAYzi9XrN3d2pywViE7wVADITy8pltri4WCyTHbfZBgYGcMmV+Xkcx0gy38diMcdzz1WUl1dWVODUtz6fz+PxmEwmfArOlI8QKpHLl7029MaR2Tnv22VKZTYnNY++/DLOicVycCPIDMgNoVBI39x8w3I8WkbvTR5RI4DMxLIMmdELQCOEZmdndTrdxMQEthFCCHckxuPxF154oUyp1Ol0BRJJfl5emVI5MDBwZX6+TKkMh8NOp5MMngUCAZ1Oh1tvy/4u61hmia+/Ojv5i8Hnnot+cdX12muVFRVZngGW+Pqraq22TKks2ry51Whkcwk0kBmQA/CoGN5Sl6eWWSAQ8FEYDhwYGRm5uvrMzMxk4VOywKeffnrhwoX0j3/vvfd+/OMf0yVnzpw5fPjwH/7whyq1+urVq59//nlLS8uuXbtwX2KBRGJ9/PGpt94yGAzj4+P4lPr6+qm33urq6nrxhRdwSfiTT2RFRefPn6+trV32d7l06dLHH3+87NNXlRXKbF99vayoaHNhYaFUqt29OydrtajVavyHWarY9vJLL+VcXSuUGfnVqG6+GWQGrBRzdzfPcaf6+1OUp5BZNBrV6/X7m5rItmP79h//+Mfvrz4zMzNZ+JQscOHChfPnz6d/vPP553ds3z47O0tKHnzwwSeeeGJ2dla6aZO5u1uxbVsez99SXX2yt3d6elq6adPvfve7999/v0Qu/+Uvf4lPOXjw4JPHj9fW1IyOjpLrFMtkx44dazUal/1dfD6f3+9f9umrykpkFvznP+KVyXAK/JdfGsmJKvB/J7iX+IcWS87VtUKZkV9NeVnZJ598ks3nHgZktt7QNzcny4wuFwySeb1eGDPLIFdFdjMOOhyC5cfwJGiPxyPdtEm6adNxm23b1q1kelltTU0wGAyHw3SE/emhoWM9PYLhsVajUaPRrOTXt167GaNfXMWLueCVWXKVYuqHFgue07aluJjNYBDoZgRyibm7e8lQe7pcEM245EgbBmQmltQyW1xcpAPuEUJHOjpKFQoS64EQKpHLH/3+93mO0+zcOXDqFJ1oESF0qK3N7XbjUTRSODs7W6ZUCiaQDQwM8BwnWCBGFOtVZoOO52RFRbKioqLNmx8+ejRXqsA5iHdpNCeetufcWyAzgC28Xu+ScfaCcjocP0X0BwKZiSe1zCYmJk729tIle+vqjttsZMWWP/7xj5sLC4tlsvGxsdHRUYvF4vF46Lz4drsdh93T/ovH4wUSCX0YQigSiQhmXotl/cls4d//rcVg2FtXF/7kXxNff8VCJOHluQ/KlEpmA0B++Y//CDIDsgTJ5cFzXHLUYnI5hgSGQAaQzJJaZu3t7RqNhi4plslmZ2dxYSQSqayoKJRK8cyw2dnZffX1AwMDJEYRITQ+NmaxWARraaJrUhR8nKAVKJZ1JrOR4Z+WKhT2p55apanQy95MBw9mJDF/Brf4l3/fc9tteBm27u5ukBmw5gGZiSWFzBKJRIlcXqpQkAEw0ngqlEo/DAbVKlXptm0nTpzAe3Fg/aG2tqmpKXIRv9/fYjCUyOWCbIrHbTZ6knVGWDcyuzL/8f6mpn31d12e+yDnnkjecOOMKcWODA9vLy3F/+/Kioo8Hg/IDFjbgMzEQmTWajQKfnS4pdVqNBLrnPN6WwwGhNCunTu3l5ZWa7UHvvWtc1Svr0ajKZbJ6OTCkUikUCpNzq/o9/vxOi8ZZN3IrFShGBn+KVO2EGymgweZWrrz2b6+4mvBlpsLC91uN8gMWNuAzNIkFovhF0RmZUolmfWMcTqddrvdbreT4a6R4WGr1er3+yX5+bU1NdFoFKetIqccamujoz8whVKpYHhslVg3Mlv493/LuR5Sb5fnPtDs3MmIbsOf/Os9jY2bCgp4jivavNlkMqXzQya/GpAZwCIgs3QIh8M4qy+6JjPcQ1hZUUEfZjKZPB7P6Oio2WzGJVar9ZGurgKJRLNz58jw8MLCgmBE7fTQULK3dDodzru42qwbmeVcD+lsjDTOcFL/gVOnvvz7/+M5bnx8PN0f8jVAZgCLgMzSYWJigkgIyywQCOytq1OrVPTIVplSGY1G8cpkCKFoNKq6+Wae44719Lz4wgsne3vdbregMbckZycnVxJwnz4gs2xugfcv5rxxdnbyF2VKJVluDULzgfUDyCwdrFYrz3HBYBBdk9nZycljPT2tRiNZfuzK/Hy1VosQCgQCu3btstvtJXJ5fl7eq6++ihCamJjo6uw82du75IrPuQJkluXNdPDg6Msv5+rTTw+9qNm5M/TRn0gJyAxYP4DM0gGvAT0yPIyuyQzPBjtus+FChNArr7zSdO+9XZ2d27Zu5TlOp9P9ZGBAdfPNeC9ejYyWHwuAzLK8ZX/O2eLnfx187rnDhw49/r9/WK3VRv78Gb0XZAasH0Bm6aBWqfr6+vBIGJbZobY2PDz26Pe/39fX19jQkMfzPMfheWP4L396eppk8QiFQhqNRtAtmXNAZtnfjnR0DJw6/jae+QAAIABJREFUlbWPu29/0+bCwv9/FaF3zgv2gsyA9QPILJlwOEzfajweL5HL/X7/3ro6dE1mtTU1b8/MHD58GC/UYjabVSrVhQsX8CllSmUkEnE6nSQbCA4YWclyLasByCz725X5j0sVCkELaZW26BdXpZs2kYTLTz/1FMgMWLeAzATE43FBXuBgMKjT6UgGxatXr+JQ+wKJpFqr3bFjRzwej8VitKg0Gk04HG5vb6enORfLZFiH7AAyy8l23PaEubs7O59VplRimW0pLp7+7W9AZsC6ZYPLjE69gbk8N8dznN1uJyVutxv3FuKsHKFQaGdVlSQ/H4uqUCpNJBLnvF46wn5/U9Ps7Gy1Vkv/zVdrtV2dnav7fUQCMsvJFv3iaplS+Q+DDtdrr63q+Fnooz8Vy2R7brttu0LxbN+Pkw8AmQHrhw0us2qtls6+gRCamppSq1R0Ewqn/UUI7auvf+P11yvKy7eXlh44cIBcIRQK9fX10f4zmUxnJyfVKhV95VajkalQRgQyy912U2WlJD9/i0ym3LFjlYL1Fz//q2bnztQz20BmwPphI8ssHA7zHDc6OkoXDgwMDAwMFMtkJE/HsZ6ekeHheDx+1513FkqljQ0NRzo6SI6PFoMBTyyjexS7OjtNJpOgHXZ6aEiQOzjngMxysgX/+Y8lcjnu/SuRy5N7/1a+Jb7+an9Tkz1pkAxkBqxbNo7MYrEYvbIlQmh8bKxELqeXDUMI4YGuvXV1fr8fl+y57bbvfOc7eNJYY0PD559/3tjYSLRktVoHHY5imYwOUzxusxVKpYL1CuLxuOAGcg7ILCdb9IurW4qLyVAWPfErU5u5u9t08OAN23wgM2D9sHFk5nQ6Bd461tNzsrdXkNIXdzy2t7e7XK7p6elqrZbnOO3u3U6n88UXXujq7Lx69eqO7dvJ2iujo6O1NTV4ujQBR+fn5A9eFCCzXG0Dp/pL5PICieSO22/P+MVHX35Zt2dPOmu5gcyA9cPGkZnFYhGkUtTpdDjg/vLcHC6JRqM4ZPGJH/2o5pZbeI5ru//+os2b8d5zXu/+pqb5+Xk6NXAgEMAJq+grJw+YsQnILIdb9Iurcx9cKlUorsx/nMHLnvO+XVlRkWbmZZAZsH7YODJrMRh4jiMdfXjt5lgsdqSj4+zkJC7EQYkej6dELpcVFZ3zemdnZ3U6Hd57ZX5erVJNvfVWY2MjuWwsFuM5ThAVGY1GiSBZBmSW8835/PMtBsMKL5L4+quJN17/kfXxt2emSxWK2QsX0jwRZAasHzaOzKq12sqKCjLWdXluDvcNDjocJBDR8thjODWwvrn5nsZGhNDo6Gh7ezvei/1nffzxY8eO0Vd2Op0ZX2ksO4DMcr4lvv5Kt2fPxBuvr+Qih9ruL9q8OT8vLz8vz/n88+mfCDID1g9rS2ZL5oKiJzinOLJAIrFYLCQK0eVy4QT2brf74MGDZycn9zc18Rx38003nfN6w+Ew7ie0Wq10PH2ZUllRXi4IgFy7gMxY2HDCxsXP/7q80+Nf/r1QKsXhJHk8f7K3F2QGbETWlszsdjuJvMDE4/HGhgbBYVfm5/v6+uiScDhcWVExMTFBmlnHbbZBhyMcDn//+9+X5OfzHNdiMGwtKfmXUAhdS2GFEGoxGOjUwPvq62VFRSTQca0DMmNkO257ov2BB5Z9emVFBZbZ9tLSN8+eBZkBG5G1JTMsJLrE5/PxHCfo5Rt0OAQrXrrd7lajEaeuxyV76+r23HYbz3GVFRX5eXkLCwsLCwt0ZAd+XaZU0vH0x3p6Dh8+jFeaXgeAzBjZ4l/+vVqrnXrrrWWcm/j6q8aGu4s2by6USjseelDUFGyQGZBtQqEQ/s+L5ziv10vvIuWCWU0ul2vJcgFrSGZ+v5/nOMESzH19fTzHCdZV2d/UJEjpiwfGcOeh2+3W6XQ8x33n298+5/UihEoVikgk4na7aQVqNJrZ2VlBAOTI8PDEG2+AzLLAhpIZWm5nY+Lrrw613X+o7f7E118tIzMWyAzINlVqNX5xqr+frlWCcuItl8tFdlWp1Sl8xqzMBN2JCKGTvb21NTWCTsX9TU06nY4e1orFYiVyuUajoeMJD7W1TU1Nud3uPJ4vkEgeeugh6aZNZO/eurrZ2dmTvb3HbTb6yna7XbAwdDAY/Pzzz0FmWWCjyQz9938NnDrVYjCk37SiTba8TwSZAVklFArRr3mOwyVer5feVaVWm7u7yeslxZYMszKz2+14ZWdCq9HocrnoJhce2RoZHiYjYQih6enpFoPBbDaTZTMRQqqbbrqlurpAIimWyd5//3064B4hZDKZpqamWo1GOsK+q7OzTKlM/uHgJWDS/yIsAzJjakt8/ZW+ublvqYzAq2EykBmQS7xeLzGWAH1zM95FCy/5rQBmZbavvl4QxFGqUCwuLmo0GiK52dnZxoaG2dlZOi/woMMxMDAwMjxsNpsTicTExAQeG+vq7LwyP9/Y0BAMBumAe4SQxWI5PTRUqlDQSYdxB2bydDGQWXbYgDJD//1fkT9/tmP79q7OztRzxeJf/n3lJgOZATkjFArpm5uvt1ff3IxbY3i0jD4reaSNwILM4vH47OwsXRKNRgskElpRkUgEx8rjxL64cGR42Gq1kpXGMHgS9G9+8xulUlmmVBZIJAe/+93amhq891Bbm8/nEwTcnx4aam9vFwyzjY+NaTSa5LsFmWWHjSmz0Ed/khUV8RwnKyp66snjyapzvfba3AeX9tXfdaSjY+Xp9kFmQA7Ao2J4S95Ley6FzGKxmMVi6ersJFtVVdXAwEBw9ZmZmbnerjNnzkjy8+mSsbGxPbfdJt206cKFC7hkZGSk6d57g8HgA4cPnzhxAhc+cPjws88+GwwGtxQX//73v7948eLo6OiO7dt3aTQ42v7okSM+n+/ZZ5996MEH8SmmgwcHBgaa7r33zJkz9A1sKS6uufVW+h5ef/31nkcfTb7bS5cu+Xy+ZfwEGAT/0HJ9F0uzMWVmeewHBRIJ/jMvkEjoBamnf/ubLcXF0k2b8ni+46GHMvJxon7I5FdTWVHxySefZOe5RwMyW1eYu7t5jjvV3y8o1zc3k47EFDLD3W4uirv37RsaGvps9ZmZmcEv7r///uGf/pTedaynh+e4P/zhD6TkxNNP25544u59+1599VVc8swzzxzr6cG78IvPPvtsz223/eIXv3j5pZdKFYoqtRo/AvLz8h44fPjVV1/V7t7929/+9rPPPuvq6nI6nfgU2xNPPPPMMzdVVr777rvk486fP89z3AOHD9N39dFHH7333nvJX+Tjjz/2+/0r+lkww8WLFz/88MNc38XSbEyZOZ9/XrljB67Jim3bimUy08GDoy+/7HrttR3XynmOu6exIfsyI7+amyoroWUGZAB9c7NAZqf6++leRMEgmdfrZWfMLJFIFMtkJ3t76V2NDQ3FMhm91pfJZPJ4PMdtNpKw40hHB+5EPTs5aThwAA965fE8/tveWlLSYjCcnZz84IMPSBb8Ix0d42NjCCE6lbDT6bRYLIVSKX0D8Xic57g0V86EbsbssDFlFvvbfzbde0/R5s0V5eXnvG/H/vafE2+8bu7u7up8uLKiAlf4zYWFzffdl32ZkV8NdDMCmcHc3U2H2rtcruSGmiCaMcVIW5ZldnluDsdikPJ4PF4olR7p6KBvo7KiYnFxcWJigkTG33rLLX19fV2dnYpt23iOK5RK99XXK5XK6enpWCx2srcXR4tMT0+TadGnh4asVmsikSiRy8lw3cTERLVWS4bQCGVKZZorZ4LMssPGlBnelpxtNnvhQqliW8mWLdu2bg28fxFkBqxtvF4vHWfvcrno4EbSRKPD8VNEfyCEujo7U8+qXgnxeJy8xjIbHxurrKig5yYHAgGdTnd6aMhiseCSxcVFPFX58tycWqU62dtbc+utWGD7m5qsVuv20tJ4PD41NUUiEsfHxrAgscBwod/v39/UdHlujg4kwSu2CBY2QwgtLCzQd5sCkFl2yJXMol9czeDVEl9/lc66Yulf7ffv/m7lcR8gMyA3kFweOJs7KadDQlLsTe2qVZXZoMNBXmOZHevpOdbTQy9liWPoPR4PMZzH42lsbLRarTjjXEV5eUdHR0V5OZEN/ruy2+3k+ue8XjyZ+lhPD+5aRNdmT09MTJjNZvJx0WiU5zh6crRYQGbZIVcyazV+x//7dzN1tYk3Xrc89limrhb582fVWm0GvyzIDFg/rF434+LiYqFUGovF8Fsss3319dPT0wUSCTnMYrGMDA+Hw+EypTISiQw6HNtLS3mO21tX19fXt2vnzstzczizIjmlsqIiHA6bTCa3241LcB5hhNDeurpAIECOrNZqTSaT4AtWa7Ur8TfILDvkSmamgwfd//TLTF3N9dprXZ0PZ+pq0S+ulsjlIDMAWILVk9nExATPcWQgCsusWCZbXFxUq1QkIGVffb3f7/d4PPl5eZL8/DKlcmdVFVljBefmGHQ46LYUzj6l0WjoqJYCieTK/DyJ/sAcamsrkEjOfbOX9fLc3EqWHwOZZQeQGchMAMgMSEWmuhmTDXGko0Oj0ZAuvvPnz1+5cqVMqUTUxOd4PL65sHBnVVWBRCLfsuUfBgdxvAa5FF6opauzk15CzGQyuVwuQURitVZrtVrp0BKEkNPp5KnVpTMCyCw7iHrOwrbsDWQGrBMy1TKr1mrpXIgIoTKlcnp6mmSdP3/+/P91u1sMBoSQxWI51d9vt9vlW7bk5+VZrdYr8/OtRqPb7Q6FQnTejdHRUbPZjJtipNBisRzp6KCTKyKEWo3GYpmMTq6IEPJ4PFifGQRklh3Sf84CWQBkBrBORmSGoyroOAsciIgQqtZqcWfg+fPnX3zhhR9ZrVNTU7fV1ubn5alVqu7u7vvvvx+fcqynZ2R42OVy0VkTcWRHsUxGN/sGHY4SuZz+OITQcZuNHqJbPUBm2QFkxhQgM4B1MiKz6enpUoWCbioNOhxYNkc6OvBymmfOnNHu3o2XEKy/6669dXWJRGJgYIBEJA4MDNjt9mM9PfT9hMPhQqlU0Lo6OznJc5ygITg6OipYkHOVAJllh1WSmcPhwN1rDx89Ktj18NGjeNf4+PgyrlymVOLTb9fpVn6f+Gq363QOh8Nms638gisEZAawTkZk5nQ6ccOIRM/jfByX5+YOfve7mp07S+RynuOKNm9+2m5fXFwMBoM4Ov9QWxuJSHS5XEc6Oqq1WrpHMRKJ8ByHOycJeJVOOmoRITQ7O0sutaqAzLLDqrbMeI4rUyrTKRRFi8GQ7MiVXAerF2SGAZkBqciIzCwWy6DDodFo+vr6+vr6Hn744fy8PPmWLTzHbdu6dXtp6ejo6GuvvVYoleJMHLFYDIdv0BGJPp+vWqstlskEyfX5pGlhCwsLapVKMMc5FoutcCXrNAGZZYdVlVmLwSCQhM1mazEYGJHZ7ToduTdomRFAZkAqMiIz6+OP4w4W6aZN1Vrtvvr67aWlp4eGLs/NRSIRvD7Lyy+/rNuzh5xSplSGQiE6IhHn5hA0whBCJXK5IKwjt4DMssNqy+zho0dpdbUYDDabjZSQ3khyGy0GA1Zgil5EIjPcSTg+Po67LlsMhpmZGZvNhi11wyYgfZbg+viWHA4HvskypZL0ji7nB5E2IDOAdTIVABIIBE4PDeFxMjz6RfYWSqXRaPSxxx7rfuQRUrivvt7pdNLDbOFwmOe45JuZmppaybSwjAMyyw6rLTP8gCZWsNlstMxI2wi/wMK4YbuNbpmRsTdsQWJH8tGpR+aw8+ixvYePHsXn4kuNj4/TB9yu0yXLL4OAzADWyeCk6ctzc1hO+5uafD4fKa/WaoPB4H379780MkIK29vb99XX0xGJOHV98srOrAEyyw5ZkFmLwYCbWaTlJNAVtgW2WjpdiClkNnOtZUb2Yo+mhm6i3a7T0fPDxsfHccsMH0m/Xg1AZgDrZFBmiUSiUCrF/Yr0gBaeIq3csYMO2cABI4KIRPZNhkBm2SILMsONG4fDgQ1Eywx36M1QTbRsyozuySSWogfSBLtmQGYAkNl0Vnvr6o7bbIJxr2M9Pcdttm1bt9IBGiPDw8kRiWsCkFl2yILMZq5JC1uHlhkpTFNmuAGHuxNJCX6Nx89wN2b6MiN3+PDRo/gs3EojhbhlRiszI7En1wNkBrBOZmVmsVhKFQo6WT5CaGBgoLKi4r79+2mZud3uAokkzVVXmAJklh1We54Z9pbD4SA9jXQPHnmLVfQtvZ7uckwG9wHSo1bkCthM9JgZmZF2vWEzHI1C36fgmmTwrEypJDPSMvhTSgZkBrBOZmW2ZHsLZxzu6+ujZRYOh7OzKGjGAZllB8gAckNWu2uRBmQGsE5mZeb3+wUpE3FhqUIxPT2dnXlgqw3ILDuAzG4IyAwA/ofVWwKGEIlErFYrXgJmVT8oO4DMsgPILDUkNH+1OxgxIDOAdbIgM4RQOBwGmTEIyAxIE5AZwDrZkRm6tjhnFj5otQGZZQeQGVOAzADWAZmJBWSWHUBmTAEyA1gHZCYWkFl24JdaFhm2HG7kVwMyA5ZPKBQiVcrr9Qr26pubq9RqQaHL5cLHu1yuFFcGmYkFZMYmUMGyBsgMWD7EVaf6++l/kYjkBDJzuVykpEqtTuEzkJlY2H/WpA/IjEHYr2AgM2CZkBW/0DV70SUIIXN3t0BmtMBosSUDMhML+8+a9AGZMQj7FQxkBmQAr9dr7u4WFApkJhDekv4jgMzEwv6zJn1AZgzCfgUDmQErJRQK6Zubk8sFMsOjZfRZS460YUBmYmH/WZM+IDMGYb+CgcyAFYFHywRhRZj0ZRaPx3U6nVqlIluxTFaqUNAlq7SVKZVZ+JQsbDffdFNFeXnObyMjW0V5+c033ZTz28jIBhUsa1uBRAIyA1aKubub57hT/f2CwvRbZpFIJJwLeI7LyedmnLOTk/X19bm+i8zQ1tbmdDpzfReZASpYNslJIxhktt7QNzenlplgkMzr9aYYM8saJXJ5NBrN7T1kBJ/Pt7+pKdd3kRm6OjtTz9xYQ0AFW/eAzNYb5u5uwQPohtGMS460/X/t3cuVo0gQhWEzVI4gS5AB83BAtW8T0LJdaNzAhpkd+3YjZxHT90RHJpRUpQch/d/pRTVCSSagvJAgdGf0NRtEmG3QM+1g10WYPZVpmur77Osw87fjr9z9cU/0NRtEmG3QM+1g10WYpadnebztdvU5ln/ejA8t3TCykd6KvmaDCLMNeqYd7LoIM2zCt2/fHl2F6/j58+f3798fXYvrGMfx33/+eXQtroMd7OkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMMNt7buu/sLAvutWvhhgD+Xyz9zSFwke+5W489ty6Pul3+FN1xY/PfwmQ+q2hOkPb8vKT+wu1e3S6c+NMMOt2IOy6m+/7bvOHrhln17fp9iU8BXv0zCohEd9Pi9qyzzPvlHTNOld6dpSSjn0veb0D0vL2Jal6Vtoi3Z7O5hTHZbqdun0p0eY4bZ8V1iqZ5SchkH/tf6l/j22pQ/q/Z3ZlvowWZ1muraUUkKnrw2Uri3rbXxsW8Jpon9c+LWC7ekRZrit0NH4HqT8/pjjMKefYem/d3Z+W7x919nEpG3Zd50C7DQM1slmbMvS9E21xegMcqlul05/BYQZbqvuaJrP7LfTsvpX2c4MjPs4sy3+LWGMMWNb7Hlpp2Hwv2OesS0r07fTFrPvOju7ujSYN9iWuyHMcFuhowljidZR2kUmP11XQTb14TyzLf4tfowxb1ssBj5xVnofZ7Zlafqm2mIV+PCggTCrEWa4rXrwUBft7Z999sKHcJsdzZlt8TTGWLYdAGW1LdYKPzFpW87Z9x4eAEsX9gphtooww201r4SJbi4483pG+JnsOzuzLeLHGEt1ASNLWw597+8GtHclbUtz+qba8n48+uxZqtul018BYYbbWulo3o9HvRQOIf1nMtydVd/ueDdntkV0u4Ska4udkKnOz7Fd6ukbaYsflJalul06/ekRZritpY6mHpTz/Uvz+0zWsT5wzOT8thg/xmgytsV/Jdnf6p2xLUvTt9CWcOijU7Slul06/ekRZrgV/0QDfah00aI58qMHZ4QTGj0TZAtPZzizLWGMUTK2RTOHFuVqy3obH9sWLV3//BnVUt0unf7cCDMAQHqEGQAgPcIMAJAeYQYASI8wAwCkR5gBANIjzAAA6RFmAID0CDMAQHqEGQAgPcIMAJAeYQa8KD0J0z900X40pPmETGDLCDPgddmzd0NovdSPYOFpEGbAS7Po8o9XJ8mQEWEGvLpD3+v3vd6Px+YvpAAbR5gBr06DjfM8+1+t9L8WplM3/8tbir1D378fj/uuW/q1MODWCDMA/0fUvusUWj7YbChynmeLPfsNTEuv4m4keZ0fNcYGEWYASikl/LrxaRjCbx/7Uy4LMKWdnZndu8aAQ5gBKKWUfdf52xrfj8fmrfkWY9M0nYaBMMN2EGYASqnC7DQM+vKZn6gAI8ywKYQZgFKqMLO7PzRlmqZxHG3s0ab4eyAJMzwcYQa8Ov/UD/8lM7vdIzwiRFN0W6PdxOjnAe6PMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hFnDPM9vu93bbvd+PJZS3o/Ht91u33XTNI3j+Ni67btu33W3Lm3fdWr+Vxz63tak/q2sQK12/ZvnOVTJ//t69epmWslaJ7bp68ro7adhqIudpqk5vy/t0ibYe6dpar5qS7QZvr5aPqTFraycWyyx2TRfmZUS1lfgTdmn4IofWzQRZg3Wq9rf0zTZXmgTHx5m8zyf/6k4DcN6L9Ms7f14HMfRr4SvsNJUn7fdrhkAooVa76Pph773FZ7n+Sq99jiOYbOq2EPf20JLK5+sAs1tcRqG9+Ox2czTMPjp5zRB89jhVHMeveTrfH7Jn+D3nKX1cF22Vj+szIqVFXimT6+xiz62+BzCrMH34+M4+h4tV5h9eMjcLO3Q91c8gPVhVn7l2cr8etW2QqjJ1TuFcRytSlpR1mFZyPk5349HnxN2oLDvuuYZ2DRNzVAJYfYhHUuV1b64rv+HVrLhHH5DWNJ/uqgzPTzMvrLGCLM7IMwawklJc4hAo17lV8dnvdvbbnfoe5ti5xbWeS2NX6m00MdZCX5oRaX5M0WVaUMZ1i9bsaqhZcl6aXW77I9D3++7zvpl1XmaJrXUlqhIqHvwEGZWkx8/foTC/av2RzP2QqegKo3jqJEov9p14rXUDdkbT8OgamhsOVQsxJvNVofTPM82pZlzfn5VSQNltkRb+WGE1hquOUPJYQxN+4Y2/aHvbaKtH+1dtjL93qii9Ko2+tKGCKeD2nNUE1to/aoK94tWBdRYreqwcZuV8cLwo33K/BStKL+HqwJ+7wprTOVoDYdN5tf8Sg1xRYRZQz3CFpJA5y4KAw0r6UzOj71ofl14s5lXjvXUFSov1clqifaBUeGqoWVMcQfs1pf5CoTSPBVoH2B7o3phDbgpwm2KlhhKa4aZeoe6u/c9eH0c7TsF/a3TICWrpmhbrIdZcccTS2EWRhpt5rqTshHasnASpk6wuTvZRrcF2ZRwZqZOvx4hCIdHYXTBFm2bXt2xzkHD3qgFWe/cbIu/wBkGTjXgaSX7hdavap1bJfddp9Vii1ZD6o3rK1Pvxs3Cw/6gVXToe7Xd/mjuXVpjmsfnrjWtXvNLNcR1EWYNzctFNrHusq2Da4aZPuRhP/Y3Aqzs4joyLa6/C58K3+mrq9XHT1N8QthZSLM048NMvYYfe7SeSK/6QponDXWYWQfXHIir17xXV9ifEaq7UQbYql4Za1WYqWNaDzO9K5w2aTZ/eF43sHlmVlw2WJj5Ebx6mHHpgpwt3Z/9K8ZKdXVQ66reG/2CVEI4GtCGUD6pkj6tw0LDq36i8kYpHpZYb9y6MrVm4TrN9VcQQtu10Hrv8ru0bYtQpbDm12uIayHMGsKxlXZuHxKa2Y6m18Psrbr68uG1Nw3dLIWZRuH8mdlKmIXCvxJmVv/PhZmqfZUw06nhUpgZf7wf+O1rJxDnXDPzWRLOWvzf9Uhj83RN58c6M7s0zHzrtFBbLTpTDMtqds31gj4Ms9L6OKw3UNN1du5PnhRmYfe4NMxWCq/DTCX4MFvau8I9TXWY1WueMLsDwqwhhJn2Qu3NGpSY51k7usY06jCzPdvmtxjwh8/NOqgCGlmyYvVepYsPs9AH+WFGDYtZK0JpXjPM/NU1++MTYaaRonKNMFMvsxJmfny1WaAPs/J7YvlLQWFQNJxUqfBQWh1dYYpVT138p8OsOcZVfr8WexoGjUtrNyi/7wMaarsozPwlST+ia/X0Cw2vqvw6b4rblywVzg8zS5eVwrUC/d6oK50hTZvDjH58Mmyyes3XNcQtEGYNIcz8mJLmCVP8Nfy33e7PP/7wA4D+AoPNr8EofcxC96QZ9r++CqYr5zZEo6svNt0WEa6u28zjr/vsfQVCaVquBoI0+uQjWY1SgaqGDXCFgdP6e2ZhhYQPfHPgTqbqG0V+DajmqpJ1lzZdt+eEsyi/FVRn/e2H4EId/KCrTfn7r79888PNBaE0/5KmN0fhfOG+dXUG123x2WnDy1qov8XDv9dv97AnqOR6Q/gdyW/EsNDwqr+rwjff5tSrdnRV16qujErzb7di/U5bvzdsiHrvstHUt+qWmebdVaU6aiHM7oAwa2heM9u+pQyAt3S16SmFMUbcTVjzhNkdEGYN9RFcCoTZh15tFb1Ucm9KGEx+4wkgt0eYPQk+MPDeZthEAAAAiklEQVRsf6i/24BbY80/CmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEiPMAMApEeYAQDSI8wAAOkRZgCA9AgzAEB6hBkAID3CDACQHmEGAEjvP451wAk7s39xAAAAAElFTkSuQmCC" alt></em></p>
</div>
<div class="question">
<p>Why does the amount of CO<sub>2</sub> fall between April and August?</p>
<p>A. Seasonal increase in the rate of photosynthesis in northern hemisphere forests<br>B. Seasonal decrease in the rate of photosynthesis in northern hemisphere forests<br>C. Seasonal decrease in the rate of fossil fuel consumption<br>D. Seasonal increase in the amount of CO<sub>2</sub> taken up by the oceans</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Assessment statement 5.2.2 says to analyze the changes in concentration of atmospheric carbon dioxide using historical records. This means candidates should have used the data provided, or data of a very similar nature. Most candidates found the questions easy. Although in question 20 other options might seem correct, answer A was the most correct. </p>
</div>
<br><hr><br><div class="question">
<p>The diagram shows the carbon cycle. Which letter indicates respiration?</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>It would have been clearer if the term cell respiration had been used rather than respiration in this question. However this did not affect the answer that candidates should have chosen and the question was effective. <br><br></p>
</div>
<br><hr><br><div class="question">
<p>In ecosystems the amount of energy that passes from one trophic level to the next is called the conversion efficiency. What is the average conversion efficiency from primary to secondary consumers in most ecosystems?</p>
<p>A. 1 %<br>B. 10 %<br>C. 50 %<br>D. 90 %</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="question">
<p>The table shows the monthly CO<sub>2</sub> concentrations in mg L–<sup>1</sup> taken at two monitoring stations.<br><br><img src="data:image/png;base64,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" alt></p>
<p>What is directly indicated by the data?</p>
<p>A. CO<sub>2</sub> concentration in the atmosphere varies from place to place.<br>B. Cape Grim is less affected by global warming than Mauna Loa.<br>C. CO<sub>2</sub> creates a greenhouse effect at both locations.<br>D. The standard deviation for Cape Grim is higher than standard deviation for Mauna Loa.</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>This question had too much data to analyse for a multiple-choice question. Capable candidates however were able to answer this question well.</p>
</div>
<br><hr><br><div class="specification">
<p><em>The following graph refers to questions 19 and 20. It shows variation in the concentration of CO<sub>2</sub> in the atmosphere as measured at Mauna Loa in Hawai’i. The small inset graph shows the variations in CO<sub>2</sub> during a one year period.</em></p>
<p><em><img src="data:image/png;base64,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" alt></em></p>
</div>
<div class="question">
<p>What is the main cause of the increase in CO<sub>2</sub> levels from 1960 to 2000?</p>
<p>A. Burning fossil fuels<br>B. Destruction of the ozone layer<br>C. Increases in ultraviolet light penetrating the Earth’s atmosphere<br>D. Reforestation</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>A</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Assessment statement 5.2.2 says to analyze the changes in concentration of atmospheric carbon dioxide using historical records. This means candidates should have used the data provided, or data of a very similar nature. Most candidates found the questions easy.</p>
</div>
<br><hr><br><div class="specification">
<p>This question refers to the following food web.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question">
<p>The energy passing from the detritivores to the predatory invertebrates in this food web is 14 000 kJ m<sup>–2</sup> year<sup>–1</sup>. Approximately how much energy (in kJ m<sup>–2</sup> year<sup>–1</sup>) passes from the predatory invertebrates to the carnivores?</p>
<p>A. 140</p>
<p>B. 1400</p>
<p>C. 14 000</p>
<p>D. 140 000</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="specification">
<p>This question refers to the following food web.</p>
<p><img src="data:image/png;base64,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" alt></p>
</div>
<div class="question">
<p>To which trophic level do the butterflies belong?</p>
<p>A. Producers<br> B. Primary consumers<br> C. Secondary consumers<br> D. Tertiary consumers</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>N/A</p>
</div>
<br><hr><br><div class="specification">
<p align="LEFT">The image shows a female Golden Orb-weaving spider<em> (</em><em>Nephila plumipes</em>). They can grow as large as 4 cm and build webs strong enough to trap small birds for food.</p>
<p align="LEFT"><img src="data:image/png;base64,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" alt></p>
<p> </p>
</div>
<div class="question">
<p align="LEFT">Which of the following describe(s) this spider?</p>
<p style="padding-left: 30px;" align="LEFT">I. Primary consumer</p>
<p style="padding-left: 30px;" align="LEFT">II. Heterotroph</p>
<p style="padding-left: 30px;" align="LEFT">III. Arthropod</p>
<p align="LEFT">A. I only</p>
<p align="LEFT">B. I and II only</p>
<p align="LEFT">C. II and III only</p>
<p>D. I, II and III</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>C</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
[N/A]
</div>
<br><hr><br><div class="question">
<p>The image shows an Arctic food web.</p>
<p><img src="data:image/png;base64,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" alt></p>
<p>What is the role of the Arctic hare?</p>
<p>A. Detritivore<br>B. Primary consumer<br>C. Secondary consumer<br>D. Saprotroph</p>
</div>
<h2 style="margin-top: 1em">Markscheme</h2>
<div class="question">
<p>B</p>
</div>
<h2 style="margin-top: 1em">Examiners report</h2>
<div class="question">
<p>Although the diagram of the food web was probably not the best, the question was clear to most candidates.</p>
</div>
<br><hr><br>