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<h1 class="title toc-ignore">Getting Started with dssd</h1>
<h4 class="author">L Marshall</h4>
<h4 class="date">2020-01-09</h4>
<div id="survey-design-for-distance-sampling" class="section level2">
<h2>Survey Design for Distance Sampling</h2>
<p>Distance Sampling techniques provide design based estimates of density and abundance for populations, the accuracy of these estimates therefore relies on valid survey design. The process of designing a survey involves deciding on the required survey effort in order to achieve a desired precision followed by deciding where exactly the effort (the lines or points) will be located within the survey region.</p>
<p>Before proceeding to the design stage there are a number of considerations which first need to be addressed. The first steps in conducting a survey are to clearly define the study population and the objectives of the study. In addition, the use of spatial stratification to improve precision should also be considered, the ‘Multiple Strata in dssd’ vignette details how to work with multi-strata study regions. We recommend consulting <span class="citation">Buckland et al. (2001)</span> chapter 7 and <span class="citation">Strindberg, Buckland, and Thomas (2004)</span> before using dssd to design your distance sampling survey.</p>
<p>Once you have defined your population and study objectives, and estimated the required effort, dssd <span class="citation">(Marshall 2019a)</span> can help ensure you meet the survey design assumptions associated with distance sampling. Distance sampling assumes that the survey transects are a representative sample of the study region and are laid out at random with respect to the population. dssd achieves both these objectives by randomising the locations of the transects. Designs may be fully random with each transect being randomly located independently of other transects or a systematic design with a random start point should also meet this assumption.</p>
<p>The next assumption is that each point within the study region is equally likely to be sampled as any other, we call this uniform coverage. We can assess the coverage across the study region using a grid of points called a coverage grid. Some designs have more uniform coverage than others and dssd can help assess how uniform the coverage is via simulation. If non-uniform coverage is of concern dssd can be used in conjunction with DSsim <span class="citation">(Marshall 2019b)</span> the distance sampling simulations package to better assess the effects of non-uniform coverage under normal and worst case scenarios to allow a more informed choice of design.</p>
</div>
<div id="setting-up-the-region" class="section level2">
<h2>Setting up the Region</h2>
<p>The first step in creating a survey design is to set up your study region. The easiest way to do this is using a shapefile which has already been created to define your study region. The dssd package contains the example shapefile used in this vignette and can be accessed using the code below. Here we use this shapefile to define the study region and then plot it.</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1"><span class="kw">library</span>(dssd)</a>
<a class="sourceLine" id="cb1-2" data-line-number="2">shapefile.name <-<span class="st"> </span><span class="kw">system.file</span>(<span class="st">"extdata"</span>, <span class="st">"TrackExample.shp"</span>, <span class="dt">package =</span> <span class="st">"dssd"</span>)</a>
<a class="sourceLine" id="cb1-3" data-line-number="3">region <-<span class="st"> </span><span class="kw">make.region</span>(<span class="dt">region.name =</span> <span class="st">"study area"</span>,</a>
<a class="sourceLine" id="cb1-4" data-line-number="4"> <span class="dt">shape =</span> shapefile.name)</a>
<a class="sourceLine" id="cb1-5" data-line-number="5"><span class="kw">plot</span>(region)</a></code></pre></div>
<div class="figure" style="text-align: center">
<img 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" alt="Figure 1: The study region." />
<p class="caption">
Figure 1: The study region.
</p>
</div>
</div>
<div id="creating-a-coverage-grid" class="section level2">
<h2>Creating a Coverage Grid</h2>
<p>Ideally, a coverage grid is created separately before creating the design. The same coverage grid can then be used for multiple designs. If a coverage grid is not passed to the design then this will be detected when the coverage simulation is run and a grid with 1000 points will automatically be generated.</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1">cover <-<span class="st"> </span><span class="kw">make.coverage</span>(region,</a>
<a class="sourceLine" id="cb2-2" data-line-number="2"> <span class="dt">n.grid.points =</span> <span class="dv">1000</span>)</a></code></pre></div>
</div>
<div id="defining-the-design" class="section level2">
<h2>Defining the Design</h2>
<p>dssd provides a number of point and line transect designs. The design refers to a description of how the transect locations are selected and does not specify the locations of a single set of transects. We will later refer to a single set of transects generated from the design as a survey. A survey can then be thought if as a single random realisation of a design.</p>
<p>Here we will demonstrate a systematic parallel line design. We will define the desired effort as 1300 km. Note that the line length units will always be the same as the region coordinate units. Usually edge effects for line transect surveys are minimal so we will choose to carry out minus sampling, when only transects within the survey region are sampled. The design angle for parallel line designs is 0 for vertical lines and then moves round in a clockwise direction. Here I have left the design angle as 0 as this maximises the number of transects, the study region is larger in the x-dimension than the y-dimension. I have set the truncation distance to be 2 km, this is the maximum distance at which it is possible to make detections and is used to define the covered area. The covered area refers to the area of the study region which is sampled during the survey, this is a set of rectangles around line transects or a set of circles around point transects which are then clipped to the strata boundaries. If these rectangles or circles overlap, then the areas of overlap are counted twice. This means that it is possible, with a sufficiently large truncation distance, to sample more than 100% of the survey region.</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1">design <-<span class="st"> </span><span class="kw">make.design</span>(<span class="dt">region =</span> region, </a>
<a class="sourceLine" id="cb3-2" data-line-number="2"> <span class="dt">design =</span> <span class="st">"systematic"</span>,</a>
<a class="sourceLine" id="cb3-3" data-line-number="3"> <span class="dt">line.length =</span> <span class="dv">1300</span>,</a>
<a class="sourceLine" id="cb3-4" data-line-number="4"> <span class="dt">edge.protocol =</span> <span class="st">"minus"</span>,</a>
<a class="sourceLine" id="cb3-5" data-line-number="5"> <span class="dt">design.angle =</span> <span class="dv">0</span>,</a>
<a class="sourceLine" id="cb3-6" data-line-number="6"> <span class="dt">truncation =</span> <span class="dv">2</span>,</a>
<a class="sourceLine" id="cb3-7" data-line-number="7"> <span class="dt">coverage.grid =</span> cover)</a></code></pre></div>
</div>
<div id="generating-a-survey" class="section level2">
<h2>Generating a Survey</h2>
<p>Now we have defined the design we should check that it generated transects as we would expect by generating a survey. You can then view statistics about this survey and plot the transects.</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb4-1" data-line-number="1">transects <-<span class="st"> </span><span class="kw">generate.transects</span>(design)</a>
<a class="sourceLine" id="cb4-2" data-line-number="2">transects</a></code></pre></div>
<pre><code>##
## Strata study area:
## ___________________
## Design: systematically spaced parallel transects
## Spacing: 9.258935
## Line length: 1346.139
## Trackline length: 1536.667
## Cyclic trackline length: 1722.431
## Number of samplers: 21
## Design angle: 0
## Edge protocol: minus
## Covered area: 5282.704
## Strata coverage: 43.89%
## Strata area: 12036.62
##
## Study Area Totals:
## _________________
## Line length: 1346.139
## Trackline length: 1536.667
## Cyclic trackline length: 1722.431
## Number of samplers: 21
## Covered area: 5282.704
## Average coverage: 43.89%</code></pre>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb6-1" data-line-number="1"><span class="kw">plot</span>(region, transects)</a></code></pre></div>
<div class="figure" style="text-align: center">
<img 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" alt="Figure 2: An example set of transects generated from the design plotted within the study region." />
<p class="caption">
Figure 2: An example set of transects generated from the design plotted within the study region.
</p>
</div>
<p>We can see that this survey has an on effort line length of 1346 km, close to the 1300 km we asked for. It was generated based on a spacing of 9.26 km, a value calculated based on the requested line length, and resulted in 21 transects. We are also given the trackline length and cyclic trackline lengths. The trackline length is the sum of the lengths of the transects plus the off-effort transit time required to complete the survey from the beginning of the first transect to the end of the last transect. The off-effort transit distance is calculated as the crow flies and may be longer in reality if transit is required around lakes, islands or coastlines etc. The cyclic trackline length is the trackline length plus the off-effort transit distance required to return from the end of the last transect to the beginning of the first transect. Please see the appendix for more details and figures.</p>
<p>We are also told that this survey covers 43.9% of the study area. If we wish to view the covered area for this particular set of transects we can plot it using the code below. The covered area is the rectangles delineated by the black lines.</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb7-1" data-line-number="1"><span class="kw">plot</span>(region, transects, <span class="dt">covered.area =</span> <span class="ot">TRUE</span>)</a></code></pre></div>
<div class="figure" style="text-align: center">
<img 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6q6mZ5rvi6PUBlGk+trtkDmeWTbntcMr3zsAwEQsI0ABCDbeCE3CIBALBIQQ2qx0xGjbPFYkyRTb0iwRiQQAAEQsIUABCBbaCEvCIBArBJo1aoViSealkT7IzF8wosZpOXBJwiAAAiERwBeYOFRwT4QAAGnJMDRoZWbubimlypVSrmgQ/hxyq5CpUDA6QlAA+T0XYQKggAImBLQzBbZ8Np0N9ZBAARAwCYCCIRoEy5kBgEQiG0CEHxiuwdwfRBwDwIYAnOPfkQrQAAEQAAEQAAEbCAAAcgGWMgKAiAAAiAAAiDgHgQgALlHP6IVIAACIAACIAACNhCAAGQDLGQFARAAARAAARBwDwIQgNyjH9EKEAABEAABEAABGwhAALIBFrKCAAiAAAiAAAi4BwEIQO7Rj2gFCIAACIAACICADQQgANkAC1lBAARAAARAAATcgwAEIPfoR7QCBEAABEAABEDABgIQgGyAhawgAAIgAAIgAALuQQACkHv0I1oBAiAAAiAAAiBgAwEIQDbAQlYQAAEQAAEQAAH3IAAByD36Ea0AARAAARAAARCwgQAEIBtgISsIgAAIgAAIgIB7EIAA5B79iFaAAAiAAAiAAAjYQAACkA2wkBUEQAAEQAAEQMA9CEAAco9+RCtAAARAAARAAARsIAAByAZYyAoCIAACIAACIOAeBCAAuUc/ohUgAAIgAAIgAAI2EIAAZAMsZAUBEAABEAABEHAPAhCA3KMf0QoQAAEQAAEQAAEbCEAAsgEWsoIACIAACIAACLgHAQhA7tGPaAUIgAAIgAAIgIANBCAA2QALWUEABEAABEAABNyDAAQg9+hHtAIEQAAEQAAEQMAGAnFsyIusJgQmTZpEP//8MyVNmtRkL1ZBAARAAARAAATix49Pa9asocSJEzstDA8DJ6etnRNXrFSpUvTdd99BAHLiPkLVQAAEQAAEYodA1apVaf/+/VSkSJHYqYAVV4UGyApI4WWJEycOJUmShMqWLRveYewDARAAARAAAd0SyJMnj9O3HTZATt9FqCAIgAAIgAAIgIC9Cbi8ACQjeIGBgfTgwQN7s0F5IAACIAACIAACbkrAJQWgmzdv0pdffknZsmWjuHHjUpo0aShlypTKHkfGGz///HN69uyZm3YZmgUCIAACIAACIBBdAi5nA3Tt2jWqUKECeXh4UPPmzSlHjhyUIkUKtS1aoCtXrtDvv/9OK1asoK1bt1LOnDmjywjngwAIgAAIgAAIuBkBlxOAxo4dqzQ/W7ZsoXjx4oXbHaNGjaI6derQvHnzaNiwYeHmwU4QAAEQAAEQAAGi169f0wJekvDISbl37yhTpky6wOJyAtDx48epQ4cOEQo/0mve3t7k5+dHkydPhgCki9sYjQQBEAAB9yIQHBxML168UMvjx4/p6tWr9OjRI5L1g5kz02VeSixdSsEstLx584bEMzlZsmQq/8uXL+n58+ckn1LG8+cvjOvasdu3A+jt27cKmmfq1JT17l0Kun+f/HlU5cCBA1S6dGn3AhpOa1xOACpfvjzt3buXOnfuHE5z3u/atm0bZcyY8f0OrIEACIAACICABQK3+HgiXpKEk+8da0c0oUQTLmRbW9c+5Tfq4cOHKm9grlwUMGQIJR45kjw3baKgoCC1ZMmSNUxZr16FCCxSjjj4+Pj4UIIEPsqm9c2b1yzkeCtBJ/m2reRdsCCd/bw/0YkT5OnpSQEBN6ljxx6ULm0mSpw6AcXP4kPx4yegBLJwGWqdP+NxgMIgFpjq1itNO3ecY6EpBb1MkphacXvTZ85G9znPP//8AwEonP6P9V2tW7cmEYLu3LlDbdq0UTY+YgAtN4DYAImUvHDhQlq3bh3JMBkSCIAACICAexI4z826yIJCtf80HZoAYv4ZnpAieURLcuzYMRYeAtQw0GsWFnxOnqBgHml4WKMGa0je8RJMXl5eSlsiwosmlCjB4j8BJUS4SMAjEwno/v1AOnLkAOXK5ctOOmymUaUaGTgasqFIcUpx6JQSYjZt/pN8fYvS/zoNMBFO+HwlsIQIKzKSoaWWLWvSp30GUflyVdSuHunj0Dlemz37T8r/JiSWcZ26JalZMz8qkN9y4MFHjx5wHLtklDVrDlXeGy/1YfynaYaMO9x0xeU0QEWLFqWTJ09S165d1VCYSOTmqQbfuJtY0q5cubL5IWyDAAiAAAjEAIFXr14pLch9HlYRbchFtjFZmz07lT5yhBLyC6wcF9uTVKlShdGgmGpZZPhGE2Bu3LhO9+7dI3nuy5KONS3xy5Uj/+LFKej8eeUMI5oTX9/8PAVDEtZ6xP9PwHivDdGEjLjx4vOLcxzavXs3NW/WnnwSJiKPLFloJ5+TPE9e6v71D8rLWK4zecpo2rrlVKSmFxrSuXOnUf78xWjE8Ilq15IknjSd1+rW/Yi6lWus9k2aNJLesDBVpkxF7TSn+RQHo/B+V52mgnasiMsJQNL2XKxSFA8vGfe8fv260vqIZJ4hQwZlvCUaISQQAAEQ0AuBIG7oS17CG7YxZSDPzIi0I+dZgBAv26dPn9Jjznf0iy/Ih4dXUv72m3rWyrkScsTT08sokJgKKrJuOoQjNilixyI/qKKhT/rV15SUX073LF1GL0ePVvufPn1CFStWJ988+Sm+DM+wUOLjk449e2XoRhu2CRnCEcGlb18/noJoCmXPlpPDniSn0YUL0DVu4Mq/DlLO1yH2LPXql6EpUxZR7lz5TJse7vrduwG0cMEMGjv2V3X8Fv8i7uS1xImT8ghDiJnFxYtnKT5rdiJyugm3YBfeyd1ltA1y4WZYVXWXFIC0lkkMIBGGZJF0l4249HKTagzwCQIg4FoEXnF15Ue2Ci/ixyrDDeaCRERCiqYJ8ff3p8OHDythRjQpr6ZOJVYn0CueozCYA8NKmSJ4JGSthiaUyLkylJMgQWibELEPEQHl6NGDrI1Jo7QecfPlJw9+rr7w8KRXN+9SHK84dO/+XR4uOk6jRk1TdiWaTYkILkrTYhRYQuxWfp05ge7eCaDBg8dwK4nmJ/WkWfzZrccA6tT6c7Xvxx+Hqmd2794D1balf6m5frly+lKJEuVUVhGyJEmbfLxChoI8uc5I0SHgoeyPolOCq5zrkgLQwYMHafjw4bR48WI106zMONu7d2/19iJfcAmGOGHCBH6zcD71oqvcGKgnCOiZgAyjPHnyhO6xXeFMftHKxMM4udhORAQTETjEPsPUS8dUYNG8bzTPGxn+OXz4kBJI5JwEfftSMtaA3O/Th55MmmTEnCxZckqUKLEasgkxXP3PJoQFDE0bEp9/6EUbMWv2DCpatBSlTp2ZfBIkpIu+eellwoRUvbkfpXjwiOsXl36d+RP9OHYWx0rLE1ImlyPPx/DSDf+rJHYme/dcVIevsfmJH69lzpyd5v6xT+07ffoYB6DtSg0bfKy28c89CYjgDBsgJ+1bcc8rx2O+tWrVUjWU2WabNGmihJ5evXqptwkJhPjhhx8qOyAIQU7akagWCDABGbp5b+ppGYkIGqbChkyDI0M34hosAstB1oLcS5+eCkybRkGs8ZBhGzFaTZo0qdKyaEKJpkkx17y8ePFclaPVRDxtMp06Ra9Z+Llbv74SYmS4PVWq1PwcqhwimPwnlIQM4fhQ8mSpKH06TcsSnzZv+YvSpr1FnTr1oaRJktKhSqVpF1+gQ88B1KRRF/KO600zZvxEmTNlpS5d+mmXjvRz955t9M3gsVSoUHGVr0Nqb7rOa1269KWsApXTsmVz2CwgEwtJaUN24D8IWEkANkBWgorpbKL1qc8Poj///FNdesaMGZQuXToVt0BTh4o2SAyh58yZAy1QTHcQrue2BM5wyzLyksyshWLIaiqUmAoX2n5t38aNG1Ve0ZI8qlqVnn7zDXl3707vtm9n1+Bg9eaZngUYKVM75+XLECNY0bzIELcMvYhQI5+3bvmzUOKpNDKilUl85DB5ZstGAafPktetAPJie5V/L52nzz4bQlmy5DRqUmTIRM4XoSVEuxJiLHv79k3q1r0l7d51XpX5b1wPEkuQ/Cxo7Lv4XLX8yNH99N2I/jR50kIzEuFvXrp8gV2TM1Cb1v9TGe4kC9HCpGHBJEfc1GpffLZ9QQIBZyAADZAz9EIEdZBxb3GF15IEhmrUqJGKjaDtk0/JM1XGxZFAQIcEdrMNyGXWgFTj74cmSIhQEZ6woh3XPkU4efbsOR08eEBpVkSL8paDriU7epReswBzr2EjthEQ9+C3ylZABA9zu5IQ+5D/hAy2DRE7kyuXL7IdyT02cE2phA8P3wLEYzKUsnxlynD/ZYjAwcJK4UIlqEnTtiyYhJwv52pxTOThbJpqfliUpkxeyF4/XBan1hm9KYA/lyzZQhmC1S4qVTortWzRkbUwGUJ2RPL/+fNn6lqmLsiRZMchEHA7AvIdkyFgPSSXswEqXLgwLV++nD755BN+iManKlWqsAX/WJrEY+na+LZ03vr16ylfPsteAHroZLTROQjIfanZh1y+fFm5BosAf5a1GnsKFaKSGzZQvP/cg5WLL2s2RYMi54hw8uLF+yBpmrASsv8F+fvfUNFeRTCRlInL92aX4094Lrx3PEykpVKlyrL2JJH6kZeYJUpwYQFFPGzEtiR+/GSUNk0Giut9n4OhzVVDMmKX8so3D63nB2O2oiVp2NSFFC9ufHry9DHNnTOV597boRUf6ef4n4aTJ5fRt+83Kt8vyb1oKa81atiCWlZprvYNGdpX2Z0ULFA00rJwEARAwDEEoAFyDFe7lCqzwJcoUYIdHsrQ119/rYIi5s2bV8X86dixozKKlkCIomqXaJxI+ibwhJv/mpeQgYbwWZgKE9qQjennUdZ8iNeNCCIP2evkIgvcPixgJ5w+XdmYhIRgyKjemkzP08rVhnC0IGoyZCNlyZCtCO3Jxo0jH7ZjO3v9BgXPmq08cgID77CdWyN2Dy7AwzSJKWWKtJQxg+YO/F9sEyXAhGhHWrSsQYsWreQ8WSh58pT0SeaUdI+be+CIP6UO8Q6mIkXT0YzpK9Xx8Em833vu3Clav2EVDfx6tNp5loeC1vNa8uQp6MOaDdW+v/fvJK//vHDen4k1EAABVycAGyAn7cGsWbPSrl27OBbEd9S2bdtQ1uqawFOsWDFlIySCEpLrELjPVd3Gi/p5NbEB0bQc4QkX5scuXLhAZ86cCYnqymV4sVbFg4dvHubOTW9ZiyKRXeUNJy4bnir3YbYrEU1iyJCNCBMsZCh33hAhI4i9dg4c2MP2I9lVVNc4HIX8LcdCeVW4KCX2TECJEyWhy2zjcf/eaRrx3eSQcozuwO+HcOKLloU1PZJGfz+QknEMk+7d+6vtySm8aCWvDfhyJH3UY4Ta99XX3dVQUOv/7EbUzkj+SVRXsTOReiKBAAiAQFQJQAMUVXIxdF7+/Pn5bXeRmuz0ypUrdPPmTWWrIIEQM/OPna+vb5RrsnPnTvrll18snn+CA4QdOnRIeaRZzOwmGcR+RGItybBNAC/zecbgPFevUiZeNGFCJuMTV19TYUUN4Ug0Vx7O0bQi8hl4N5AuXLzwX1TXt5T0xx8pKbsIf9K+PT2bP99ITTxZkiZNpgSV9+7AbATLhqOaEWtIdNcEani0du3GKpBZwoSJaV/WbBSUKCH9r89gShL8jod24tLXA3vQ5k0X2RYllRJY5AsfUTp+/BANGdqH/vzPFfhEPB7C4cz58hWiiQtEJ8IxXXZuopm/TaRqVeuobfwDARAAAdclABsgl+i7FClSkER9LlmyZJj6yg+wJHmjtyVl4VDoYlRtKa1atSqU9slSfluPP+ITzL1twitDVJUiYJgKHCJcyJDN2bNnVVRXiex6uEULepUoEWXn+EkyFCPCTDIWKhLxHDWmQol5ObItQzhyDc0wTgSGBOxll5anG9l68SI96tmLh208VJ4sWbLRB+WrGue0kciuCRKkpKTpM4fsY4NWEVzEqHXhol+pcJEyVK1aHdakJKW15QrTbm7kNyOnUN3+41VzB3/TmypWqMFz3LQLr/lh9i1cNJOGfPMju/9mVscaJfBWrtbt23alpCHmMTR8xBdqAkCpAxIIgAAIgMB7AtAAvWfhlGvz5s2joUOHsgvsLSrOc8D8yJqDDz74IFRdxQtMPDmWLVsWar+ljexsOCqLpSSz0SdigSI6SQxhN/AQjWhUZGoPTRB5zrZMwezK//bjjyl4398saIW4B6dOzUMvPGSjCSXyKcJMQg6Apg3haJ+nTh1TWhOZjE+CosXjwGtcYTp37SbFeROkbE82b95MIzmsfEI2cjWP5BpSzvvJ+SQI2rjx39Lvy7erJh+O70EygPNBxRr049mHat/mzWtoydLZNHq0ZQ2anLBt+3qeuiQrVa9WT52/5z/3YBFMEr8NcQvWDNtVBvwDARAAARBwKAFRiMMGyKGIo164/Gh36NBBGT3LbPBLliyhSpUq0cSJE0kCIbpSEs1Vtap16dTp40ogkTD0SZKkpnuFitFDDk2fv1ZDypQskwpNv5cDn8lkenXqNFbCjgo/z0awml2JebuLl8hImzYeU6Ht5VhdH281V9DKlbvJ5z8Px5y5fOjjj/2UoGh+vvk2BBFzItgGARAAAfcjIBogCEBO2q/T2fNGokCL5kTSiBEjlDZIgh8m5uEcEY5cJeXMmZva8NDMit/nU162KWnH65K+T+VFG/mzSZPWVLtmS7Wv1402lCFjZsqaNafaxj8QAAEQAAEQsD8BCED2Z2qnEmW2YlMhR6RVmRdMgrLJsFTGjBlVFGg7Xc6hxchkrkEcZA4JBEAABEAABJyBgJ5sgFxu2lzx9Nq2TZylQ6eRI0fyZH4t2Vi2GZ08eTL0QSfdUgJQEAQgJ+0eVAsEQAAEdEdABCDN4cXdG+9yApAYN8vs76LtOXbsWKj+mTVrlooMXblyZTrFExg6exIB6A0EIGfvJtQPBEAABHRDABogJ+7qFuzOPWTIEJrPcWJkMU0SWXfp0qXUuHFjunTpkukhp1yHBsgpuwWVAgEQAAHdEtCTBsjl5gKTu/IbnkG6f//+yn3c/C4Vr6jZs2dTt27d6A7Pq+TMKcQGKMiZq4i6gQAIgAAI6IiAnjRALikAyb0ocWvSpk0b4W0pk6Y6e4IGyNl7CPUDARAAAb0RgA2QU/e4BEKUYIUiBJUrVy7cSU/FVsjUW8wZGxQvHmyAnLFfUCcQAAEQ0CsBPWmAXM4IWguEKJOiyjBYYGCgCoQ4ZcoUl7tfZV6qIBhBu1y/ocIgAAIg4K4EYAPkxD3rToEQ47IGCHGAnPhmQ9VAAARAQGcE9KQBcjkbILcLhAgNkM4eL2guCIAACDgvAT1pgFxuCMydAiHCBsh5HwKoGQiAAAjokYCeNEAuJwC5WyBEmc0dCQRAAARAAAScgQA0QM7QCxHUwZ0CIXp7e1MwBKAIehq7QQAEQAAEYpqACECYDT6mqdtwPXcJhChBG98EPbCh5cgKAiAAAiAAAo4jAAHIcWztVrLEAEqXLl2E5ZUpUybCY85yQAIhBsMI2lm6A/UAARAAAd0T0JMA5HI2QO50d4oAhMlQ3alH0RYQAAEQcG0CsAFy7f5zmdpjKgyX6SpUFARAAAR0QUAEoLdv3+qirdAAxWI3QwCKRfi4NAiAAAiAQBgC0ACFQYIdjiAAAcgRVFEmCIAACIBAVAl4eHjqxgsMGqCo3iV2OC9EAEIcIDugRBEgAAIgAAJ2IAANkB0gogjLBKABsswIOUAABEAABGKOAGyAYo61rq8EAUjX3Y/GgwAIgIDTEYAGyOm6xD0rJALQmzdv3LNxaBUIgAAIgIDLEYANkMt1mWtWGBog1+w31BoEQAAE3JUANEDu2rNO1q4QAQhG0E7WLagOCIAACOiWgCfiAOm272O04dAAxShuXAwEQAAEQMACAWiALADCYfsQgA2QfTiiFBAAARAAAfsQ8PBEHCD7kEQpkRKABihSPDgIAiAAAiAQwwSgAYph4Hq9nLe3NwUFwQZIr/2PdoMACICAsxHwhAbI2brEPesDDZB79itaBQIgAAKuS8CDDAaD61bfhppjKgwbYNk7K2yA7E0U5YEACIAACESHgKenB+YCMwdoKhHevXuX/vjjDwoICDDPhm0bCEADZAMsZAUBEAABEHA4AdgAmSGeNm0a5c+fX+29dOkS+fr6UuPGjSlz5sy0YcMGs9zYtJYANEDWkkI+EAABEACBmCCASNAmlC9cuEB9+vShypUrq3HBsWPHUpw4cWjfvn3Us2dP6ty5s0lurNpCQDi+e/eO9DHaagsZ5AUBEAABEIgNAtAAmVA/cOAA5cyZk3755RcSMGvWrKGmTZtSuXLl6KuvviJ/f3+6ffu2yRlYtYWAaIHevXtryynICwIgAAIgAAIOIeDpgThARrD379+n1KlTq+2TJ0/SrVu3qFatWmr79evXShvk4+NjzI8V2wgoAegtBCDbqCE3CIAACICAIwhAA2RCtUiRInT48GHauXMnjRs3jhIkSEA1a9akJ0+e0MiRI6lMmTKUJEkSkzOwagsBb2/RAL2z5RTkBQEQAAEQAAGHENBTHKA4lghWrVqV6tevT1WqVFFZJ0+eTIkTJ6ZPPvlEDYfNmDHDUhE4HgkB0QC9xRBYJIRwCARAAARAIMYIsKmLqdd3jF03Fi5kUQCSOi1btozOnj1LSZMmpUyZMqlqigH0hAkToP2JZqeF2ABBAxRNjDgdBEAABEDADgREAxQUpI/fJKsCIcqYYIECBSh58uQkdkDPnj2jggULQvixw80GAcgOEFEECIAACICAXQjoyQbIKg2QeHr17duXVqxYoQCLZ9iiRYuUAfTw4cPJnYyg//33X9q9e7fFG0nm8Hr69KnFfJYyxIUNkCVEOA4CIAACIBBDBPTkBWZRAHrz5g01bNiQgoOD6aeffqJBgwapbqhYsSJ16tRJGUO7kx2QuPRbIwC9Zc+tV69eRfuW9IYbfLQZogAQAAEQAAH7EIAGyITjli1b6ObNmyQBEcUGaOjQoeroRx99pIbAOnTooAymBJo7pAoVKpAsltLy5cuN4QEs5Y3suDKCfquP8dbIOOAYCIAACIBA7BPwwGzw7zvh4sWLyv5HhB/zVKpUKTUf2NWrV80PYdtKAiE2QIgDZCUuZAMBEAABEHAgAZkMVS9eYBaNoLNnz0579+6lwMDAMMiXLFmi7IAyZswY5hh2WEfA29ubDIgDZB0s5AIBEAABEHAoAcQBMsFbrVo15fpet25d6tevnwraJ1ohmRJDpsdo3bo1iRYDKWoEhJ1eXA6jRghngQAIgAAIxBQBD7KoF4mpqjj8OhaNoBMlSkSrVq0iPz8/JexIjdq2basqJjPCT5w40eGVdOcLiAD0+nX0jandmRHaBgIgAAIgEDMEoAEy4fzy5Utl7CvTYRw5coRE+yM/2hIXKFu2bHTw4EE1U7zJKVi1gUA8Zvn43QsbzkBWEAABEAABEHAMAXiBmXDdtm2b8vwSAUiMnmXRkriLyxQZMmFqihQptN34tIFAiBs8vMBsQIasIAACIAACDiKgJy+wcIfAJL5N+/btVcRnMX6W4IBiA2SaxEr8n3/+Ua7wEiEaKWoE4sWTyVDhBRY1ejgLBEAABEDAngTEC0wvKVxrp/jx41Pt2rXVUFecOHFIVGIy7GW6SB6JlyPRod0lBlBsdLowfYc4QLGBHtcEARAAARAwI+Dp4aWcncx2u+VmuBogaanM9i6L2PgsWLCAJk2a5JYAYrtRSgCCBii2uwHXBwEQAAEQYAKwATK5DUqXLk2yRJQePnyoJkmN6Dj2R05ABKC3iAMUOSQcBQEQAAEQiBECnl6erAEyxMi1YvsiEWqATCsm02FMnTqV7t27RzIHliT5fPHihZoi4/Xr16bZsW4DgRAbIBhB24AMWUEABEAABBxEQE8aoHBtgEy53rhxQ02Gum/fPpKoxSdPnqR06dLRo0eP6PTp0zR69GjT7Fi3kQCGwGwEhuwgAAIgAAIOI+Dp6cVTYejjpdyiBmjPnj3KIOrSpUtK65M6dWqaN28eJUyYkLp3706XL192WEfooeAQAUgfN5se+hNtBAEQAAFXJhCiAXLlFlhfd4saoICAACpTpgxJRGiZEDV9+vR04MABZSglM8P/+uuvPJVDkPVXRM5QBOLFi6cbi/tQDccGCIAACICA0xHw0pEGyKIAJJOhXrlyxdhJefPmVZOjyg4t/o+/v7/xOFZsI4AhMNt4ITcIgAAIgIDjCMAGyIRtuXLllL2PzAUmHl+yLUNgYgs0ZswYNU2GTImBFDUCGAKLGjecBQIgAAIgYH8CMheYBDrWQ7KoARKD599++402bNhAt2/fVnY/79htu0iRIjRs2DDq2rUrAiFG406BBiga8HAqCIAACICAXQnIVBh6EYAsGkEL2ebNm1OjRo3Iy8tLLUePHqXNmzdTiRIlKEeOHHaFr7fCxLNOBEokEAABEAABEIhtAnrSAFklAEmHiKZCS8mSJVNCkbaNz6gTwBBY1NnhTBAAARAAAfsS8PCABigUUYkBNGHCBBJj5zdv3oQ6JhsyUzxS1AhAAIoaN5wFAiAAAiBgfwJeGAJ7D1UCIcrEqOICLwbQSZIkeX8Qa9EmABugaCNEASAAAiAAAnYioCcvMItDYFu3biUZExSvL83t3U6cUQwTUAIQZoPHvQACIAACIOAEBGQuML0YQVv0AhMQmTJlgvDjoBsTGiAHgUWxIAACIAACNhPQkw2QRQGoatWqarqLM2fO2AwSJ1gmIAIQZoO3zAk5QAAEQAAEHE8gJBK0PuIAWRwCix8/PrVu3ZoqV65MLVq0UNogcYc3TQMGDDDdxLoNBEI0QHCDtwEZsoIACIAACDiIAGyATMCeOHGCli9frvYsWLDA5Mj7VQhA71nYuoYhMFuJIT8IgAAIgICjCIiCQy82QBY1QLVq1aLHjx87inW0y5WOunfvngrQmCJFimiXF9MFQAMU08RxPRAAARAAgYgIYDb4iMg4yf6bN2/Sl19+STIHmQgQadKkoZQpUypXfZmi4/PPP6dnz545SW0jrwYEoMj54CgIgAAIgEDMEfDUuwbo4MGDtG3bNurcubOaCFUbAouoC7766quIDtl9/7Vr16hChQpq/jGZokOm4hDNj0itDx48UDPX//7777RixQoSF/6cOXPavQ72LFAEoLdv39qzSJQFAiAAAiAAAlEiIL+lRDo2ghYB6IcffqAmTZrQ1atX1XpkJGNSABo7dqzS/GzZsoXixYsXbrVGjRpFderUUbPWy4StzpygAXLm3kHdQAAEQEBfBPTkBRauG3yvXr3o4cOH5OvrS2IDJOuRLTF5exw/fpzat28fofAjdZEJRv38/NQM9jFZt6hcK0QAggYoKuxwDgiAAAiAgH0J6H42+GXLltEvv/xiNVUZLoupVL58edq7d68anovsmlKnjBkzRpbFKY5BA+QU3YBKgAAIgAAIMAHdzwXm4+NDadOmNd4Mp0+fJlmqVKlCefPmpdu3byv7mqdPn1K7du2M+WJiRWISiRB0584datOmjbLxEQNoma5DbIBkyG7hwoW0bt06kmEyZ0+wAXL2HkL9QAAEQEA/BOS3VCcmQBSuG3z9+vVJFkkBAQFUqFAhkhhAInBoKSgoiHr27Elnz57VdsXIZ9GiRdW8ZF27dqUOHTrQu3dhgwjWqFGDNm3apII3xkilonGROHH+6wJ250cCARAAARAAgdgkoLzAdCIBhSsAmcLfuHEjpUqVSkWDNt0vdjaDBg1SBsmiEUqXLp3pYYeu58qVS2mg3rx5Q9evX1daHxHIMmTIoCJVi0bIlZJI3MHwBHOlLkNdQQAEQMAtCXiQBwIhaj2bJEkSunXrlnKHN58Nfv/+/ZQgQQIVf0fLH5OfIoSJMCSLeXr58qXaJfVz9iQC0Nu3wc5eTdQPBEAABEDAzQnoKRJ0uF5gpv1bs2ZNFaemU6dOdOrUKXr16pXyCFu7dq0KRihDZTEtZMybN4+yZ89OMk9ZuXLllFG0aZ1lXWyFZIjMFVKIAARPMFfoK9QRBEAABNyZgHiB6SVZbGnixIlpz549dPToUSpcuLASdiTwYIMGDah06dI0d+7cGGW1efNmJdhkzZqV+vfvT4GBgVSpUiWaMmVKjNbDnhfz9PSCBsieQFEWCIAACIBAlAjoKQ6QRRsgIVisWDE6f/680gCdPHmSkiVLRiVLlqQsWbJECXB0Tpo+fbqKTbRhwwZVzIgRI2jo0KHUu3dvEmHNVbQ+pgy8vHgILBgaIFMmWAcBEAABEIh5Ah6eYgMU89eNjStaFIAePXpE69evp6ZNmyqhRwSf2EwyFYapkCNhu4cPH66G6WTqDon9I15grpSgAXKl3kJdQQAEQMB9CYgGSC9+8BaHwP766y9lTyNDTc6QxNMrvMCLI0eOpJYtW1KzZs2Um7wz1NXaOigNELzArMWFfCAAAiAAAg4i4OHhqRsvMIsCkLjAS3r8+LGDcNtWrBg3r1mzRkWCPnbsWKiTZ82aRVWqVFHxf8Rg21WSaIDgBu8qvYV6ggAIgID7EgjxAnPf9pm2zOIQmAQeFKFDDI1lclSZXd18EtJ+/fqZlunQ9RYtWtCFCxdIND5i8yP2SVqSoIJLly6lbt260Zw5c6h48eLaIas/X7x4obzcLJ0gARjtNYs73OAt0cZxEAABEACBmCAgv0d6GQKzKACJlmX16tWK++LFi8PlH5MCkFTgm2++UR5gYp9knkQ4mz17thKCZLoMW5O491vTHokz5O/vb2vx4eYXifsdhsDCZYOdIAACIAACMUdARYLWiRW0RQGodu3a9Pz585ijb+WVJAaQ6Xxl5qeJy35U0scff0yyWEqifRJXfHskaIDsQRFlgAAIgAAIRJeAOBbpJVm0ATIFcePGDdq+fTv9888/4c7BZZrXkevuFghRjKBhA+TIOwZlgwAIgAAIWEPAyysOjKBNQV2+fJmqVaum4v7IZ758+ZT9jQwVGWJYVYZAiKY9g3UQAAEQAAEQsB8BTx1pgCwOgcmEo40bN6Znz56pqS/q1atHYmy8a9cuGj16NMWNG5e+//57+9G3UJLbBkKEDZCFnsdhEAABEAABRxPQkwbIogC0ZcsWFQFa3MoLFixoZC9zcMlY4bhx42JUAHLfQIiIBG28ubACAiAAAiAQKwR0NBUYWbQBEpdzif5sKvxoveLn50d3796lK1euaLsc/umOgRAxGarDbxtcAARAAARAwAoCnrABek9JppY4fvw4iQG0eRKXcXHhTpcunfkhh227YyDEkEjQwQ5jhoJBAARAAARAwBoCerIBsqgBqlWrFqVMmZI6deqkBKHXr1/TkydPSKbIGDZsmAqOmCBBAmu42iWPBEIcMmQIzZ8/Xy2mhWqBEMVm6dKlS6aHnHpd6m2voIpO3VBUDgRAAARAwKkJwAbIpHuSJElCq1atorZt26qoy2L3o3l+yaSj06ZNM8kdM6uODIQYMy0IfRVvb296/fpl6J3YAgEQAAEQAIEYJiCzweslWTSCFhBi8CxG0AcPHlQxgCQIYf78+al06dKxxslRgRBjo0HiSSfedkggAAIgAAIgEJsE4rANkF6SxSEwDYSPj4+aB8zX15fKli2rDKO1YzH96W6BEEUDFAQBKKZvI1wPBEAABEDAjABmgzcDgkCIZkDsvCkaoKDgIDuXiuJAAARAAARAwDYC4tikl2RR14VAiI6/FWQC16CgJ46/EK4AAiAAAiAAApEQEA2QXpJFAQiBEB1/KygNUBA0QI4njSuER+DcuVM8vU2h8A5hHwiAgM4IxInjZXR0cvemWxT1EAjR8beAaICCMQTmeNC4QigCu3ZtprbtapOfX33a9/eOUMewAQIgoE8CetIAWRSAEAjR8V8CCECOZ+zoK7hKHKfg4GBavXox1albkr7/4Uvq0qUj7di5nXr3bkNr1ix3NCaUDwIg4OQEJC6dXpJFAQiBEB1/K4hLv/wwIbkmgUuXztPhw/to/oLpTtuAe/fu0uPHD6lBw7K0avUcGj9+DJ05c5ratWtHefPmpR07ttOo0QPot1mTnLYNqBgIgEAMEDCJ9RcDV4vVS1gU9RAI0fH9Aw2Q4xk74goXLpylHj1bcdTx8yxQjKfJkyfSnTu36IvPhzniclEq8+rVf6lHv850+MjfVKhQYfrtt5lUqlSpMGXJXH8HDx6g6tVr0J3bt6hx49Zh8mAHCICA+xPQUxwgiwKQdLezBkKMbA6yMmXKuMydKhogVxlCcRmoDq7o+fOnqVbt4io6ukwGnDVrVqVNqV27DvXvf5NGj/6FYlKVfOPGFfr775107NhB1fLnnZoRJU1MLVt9SL5Jk5I4M1SrVi1SKpkyZaIDB/ZT3br16OLFs6yVfBtpfhwEARBwPwIyObdeklUCkEx9sXr1ahUAsUqVKopNjx49SLRDoj5Hih4BDIFFj58jz06bNj2dPHmEcuVOqC4Tp1RpSr9vL7149CiMUCFz5u3cuYM++qgZde7clKZOXUw+PiHnObKOUvaECXNp69a/6Nmzp3Tu7AmiUrkofpEidIgFn2I2fEeTJUtG27Ztpfr1G/AEyFeURitt2gyOrj7KBwEQcBICeooDZJWoJ3ZAfn5+dPv2bdVFIhCdOHGCRG0+YcIEJ+k2162GTCb77i3etp2xB9Onz0T/XnxOixZu4vu9KOV+8YI+On2a1lWuFK5GRSKmr127hrJmy8Dalxp0/35gjDSrRvV6lD5dRjp69G/66usBdLp4cTrOLyi2CD9aRUUg37Rpo3rhqVQ5H509d1I7hE8QAAE3J6AnDZBFAejixYv8VruTTvNDv3z58qrrZULUvXv3KruHQYMGYR6raH4h1BDYOwhA0cTokNOvX79MbdrUoj5921Lfvr3oxLGjNJYF/wKRXE3eoGbPnkWNGtWjJk0r0rVrlyLJbd0hKUObhNj8jA0bV1ONmoXp6bM7PFffOfbo6k3JEyakxOYZbdiWh6BosypWrEANGpRlwWq/DWcjKwiAgKsS8OS5wCJ61rhqmyKqt8UhsK1bt6p5v/LkyROmDJkhvk+fPnT9+nXKlStXmOPYYR0B0QDBBsg6VjGd67uRA6hEycK0bftGHs7ysenyw4cPJ7Graf5xVfpt5mo2Qi5u0/la5uXL51L/AV0oUaJEqoyCBYvzZwkqWqQkDR3al24FXKPFixdSpUqVtFPs9rl582b63//+RyO+608Z6kMIshtYFAQCTkrAE5Gg3/eM2PjILPA3btygzJkzvz/Aa2vXriV525VYQUhRJyA/rO/evYt6ATjTYQQePAikli372yz8aBXq0qULpU+fnjpwsMGfxs+hypU/1A5Z9SnhEcaMHcyanX8oderU7G5/WC3btq1kQ+svWSvVh/r16+dQg+uZM2dSwt9+ozVc43NnT1Lzrr1U3V88f0ZJkia3qh3IBAIg4BoEJBK0XpJFDZDM/C7eVhIvZMiQISSaoFevXtGhQ4do8ODB1Lx5cxINBlLUCSgbIAhAUQfowDNvs0u4aHGikxo0aKDsgho2bERff/W9TUVt2bpWfed8fX3VeR9++CHJIukF2yPZqpVSJ0bh35hOnejqpUu0/+dpVLNYGapera4qJV++wlEoDaeAAAg4KwEPeIG97xqxT9m3bx/Vq1ePY4RUf3+A15o1a0bTpk0LtQ8bthOABsh2ZjFxhoyDBwTcjLYAJHWVUBJ79uymmjU/pLRpMxkFCEvtWLp0FnXt2iXcbDEl/MjF4/HyR86cdOnLL6lGjZpK8Orb55tw64WdIAACrksAcYDM+k6Gvk6ePEn+/v50/PhxNewlQ2PZs2c3y4nNqBCQHzKDAUNgUWHnyHMC792h5MlTkLe3t10uI1ocibNTunRpWsZ2PZ07fxbp0NUjjtx87NgBWrdutV2ub49CcrIQJG2oVau2cpH/bsQU9TywR9koAwRAIPYJwAssgj6QoYBffvlFCUMQfiKAFIXdIRogQxTOdJ1Tmn5UmTZu+oOHT1+6TKVv20n7Y9pgsQc6c+YMiW3RBxVy09OnT0wPh1qX6TVat25DooV1ppQmTRqlzQoMvEFduzV3qT51Jo6oCwg4IwEv9gLTS7LoBm8OQtziAwICzHdjOxoEErLLsrtrgCRGTdeuH1PefMk4plR9dhOfouamigY2h58acNvfLsNf5hWVAKL+/jcoblwvKlc+B7uvPzXPotxQDx/eS926dQ1zzBl2yD27fv06Hs5LTq1a16SHD+87Q7VQBxAAgWgSwGzw0QSI020jECIA2XaOq+WeOnURrVy5i8Ml+PIP/kO6cPEIbd68hkaN+orq1S9NkyaP4ijGz5yqWQG3/MN4PtqrguLSfvXqVTZwzk2rVi4IU2xAgD8PvyVjd/dCYY45yw6Z6mPBgvk8HFadmn5UiYW6a85SNdQDBEAgigRicgqfKFbRbqfZrAGy25VRkJGACEBEMTMEJsMqMjN4bKTi7D20ft0Rqlq1AWsP1tOwYd/S/Pnz2cswFc2aNZH+WLVQVWv4t59RyVKZ1RDRypULKUuW2LE1u337Jl87dOgHe3KTsfYjR45Q1v+8zMb+MIjKlM2ull27NlPDhg3teTmHlTV69Gj6/PO+PAVIJZIJYpFAAARcl4CebIBsHuz79NNPKXfu3K7bu05Yc9EGxFTq0LEhGZ4+ZcPeuCr44rx506ho0dJUoEBRtjVxfDgDMSju1fMrql+vGX09sDu9fPlURU0uWrQonQwKou8vX6ZMLHScK1uGDYCPcvC/xPTzL2PY8HYXFS9elj74oFpMoaLbd/xZCCvq8Osta9yYPt2/n/auXEmjho6nTJmzUSueRkMEC1dJPXv2VOEyOndpwn36kiNI16CKFWpShQrVKVWqNK7SDNQTBHRPQE8aIIsC0O7du3noYiXbbfhREZ5cUR50SPYlEKIBsm+ZkZUmP1B//vknnTp1iu7cvUQjRy6lM2dPs1dfLhVpuFDBEirScM6cvjzhbdLIiorysWzZctHiRZtp+e/zlFt1x45+NHDgQFqUIwfRgAEhC5d+9+5dFYZBpl75buTnLBh0ofbtukf5uracKBqg6MYAsuZ6ot9aw/G2ts2YznG1PqYSJcpTixYtKabvC2vqGlmejz76iGrXFu+wOzyX2CbasGE1DRn6KQ8jZqcKH1TnvgygDBmyRFYEjoEACMQyAWiATDpAZofeuHGjmvRUBCARhNq0aaOi0ppkw6odCDxlzUzixJZncNqxYz35dWxMbVr/j6pUqa3eshMksH6aBvEq+vjjj9WiVTuItS8iEEmk4YMHD9GKlXPoCmtjGjVuRV27fK5ls/tn82btVXTkTp2aKAFbplcxTeJx1Jg1JLJkyZKFh4zOmR526Lq9YgBZW8lq1aqpmdhFG3bz5k1rT3OqfCK05WAhtlu3bmqRKV4OHDigBKK9+7bQqtWLadHimSzklaWUY8cRFfV1qvqjMiAAAiEEJAq9u2uDLNoAiRHm2bNnVeRnmWto5MiRauoL+UFatWoVyQ8nkn0IvHxp2QhY4seMHDVA9Umx4nn5x2Qaz1WVkdq3r0u/zZpEV65cjFJlZGiqOM8gLlM3zJz5K8d7Okb+N/25r5NT/QalafKUUXaZ1NO8cidPHmFtR3W+dmGqX7+++eFY3b7FRtAxoQEybaS8ZAQGBrKmJIPpbpddl6lyZBLlb7/9lgXsE3wPXeP4R51YwLtCWzasUu0a+/0gKlwkLdt9ZaF5836mPL4FXLa9qDgIuAsBPUzPZFEA0jqzZMmSNGnSJLp165YaEkuZMqXSBsmDum/fvmquIi0vPm0n4OHhwVMbPI/0xBvXr9D333/Nw1d/UL58+djw9HOlMZAhh8/69eK+Oa9ckqvXKMRxZu5R38860Pjxw/gNfHek5UZ0ULRRYociP1pVqpSn+/cDqVTpLLR06eyITrF6v3y5pk77gTp+0pDGjBlNc+bMJtE2OkuStiZm+6PYiMGTKlUqZ8Fg93qIFu+HH35gAf4MHf3qK6rNmq4emTNRWbb5evXqOXvF5aedOzZynKGt9Pr1a7tfHwWCAAhYR0A0QO6erBaANBAy8/uxY8fo6NGj9OTJE6XuFhV3/vz56ZtvEBpf42T7JwtALyMWgN68fkMzf5ugtDMShds0iRG1aOREcxMQIALqcnYvH8U/KE9o4aIZ1LpNLXr25HHIKVG4qSVujcxs/ujRI/bgqkwDB/VUAfCkwNevX7HgdUMtb968oWArNII3b16nlmzke+DAVjpx4riaUsW0Pc6wHsD2PxmjOQeYM7TDmesg1kDTeCLl4b178zD7BnV/zZ79K6VLn5g1jiOoeImQSWR/nTlxga6LAAAwn0lEQVSBX7BOO3NTUDcQcDsCetAAWTSCll69d+8ev/Uv5ZgfC2g/e6ukTZtWTY4q2wUKhKirly9frmxKmjRpooZS3O5ucHCDPD096OWL8KMkiyR++Mg+KlmyBAlfS6lw4cIky9dff23MOuPhQzp14gS12bbNuM/WFdEIyX0ggk6HCRPoABdwcPtGqvvJ/5QHmQhDvXu9v2Z45f+5Zhm7v3/Gds79qX///iSaL2dMtzkOT8aM0ZsE1Rnb5cx10obLtCGzx48fs4ZzGxtTb6TuPZrT8+fP4V3mzB2IurkVAT1ogCwKQLt27WIvnRqqY8VGQ7yH6tSpE8Y4qm7dkNmhZTgGyXYCIgi85CGA8FKzZlU4MvBbnhNqXXiHrdrXJXly4sh6VuW1lClu3Li0mD21tvJkobd4HrPJuXPx8NhD+uyzIdS0SZtwT5cpH8Qj6PRpCYC4iYoVKxZuPks7ZWhP7IYyZcpKKVI4bqhINECZeWgGKfYIJE2aVAn8mtB/mY3yTb3LMmXKRhcvnqM5c6cqTzOJNv66cwsi7wT06OEDivfmrar8ixeWbetir5W4Mgg4JwFogLhfZJ6qMWPGWPT8ihcvHt2+fVtph5yzO527VuJ6+OrlizCVHDnqSzp1+iidO3cujNAZJnMM76gu2ptatagdLzt27GAD+VH000/DqEvnfuyu3ok0z7QjR/5W9kh169ZRQ14JEkQt3lDHjh35B3AzfTOkB9slXVU2Ilmz5lDCUMaMWfkzG9+DN2nf3zuoTJlKlJmFpKgmmQcMAlBU6TnmPHPvsoMHD9LcuXNp3V/r6NnzZzzk+4pS1ChB3gULUoMPi9E7fhmTsP7ycjFwUA8lMCdLlpKSJk1OyfkzWbIUarJbAwvyWhLDd3EkmD6dPdQ4PUyfhujTTsr+bfr0WWrfS/6eioC8d29YbaoHf48lXlX8eM41f5uqOP6BgA0EoAFiWGL8LIulJO5yMjSGFDUCIgC94Pg8punM2RNs1zORFi5c6PTBJ6tUqUKyiG3Yd9+NpCkVRpNfh54sQCek6TPGcaTn36Lt5SW2TmvW/GlEJGEDRCsgU0rIIuv58xegQWyjpBnQZuE4Ql6pU3N8mhIU/+UrischAOQHTCZlTZgw4gCUdzgIYslSIZpP4wWx4jQEZLisXLlyajGt1HneuM1LebZVfPDgAQsu98N8yr4rV0+o/Q8fPiLTN11x20+ZMpUKvinlerCNUtKefhR47rRxn8hL8qyb8esYyRIqyY/G0aOHqWiRkiyEV+b6VVEBR0NlwgYIuAAB0++FC1Q3SlW0OAQWpVJxks0EQjRAoQUgcQn+5JNPWJvSyubyYusEcaVfuXIFT4lwgQ2xR9Ox49fZ/fmkQ4RjsUkSt3FZwksiEH3PXkbXWDjKXukDNtQOYA3RHcqZMxdHeM5F8fgtXabZkOE00SBlZg2SrEvgvus3rvA6hsDC4+rM+ySqkCwc6lzdc/Z4KbvKxaWsXp0Ssx2dNUlslSSArNgvjRn7lbr/xW7uxMlDVKd2E3rbvSsX42VNUcgDArFGABqgWEOvvwuLqv5WwA3asXMj3f6Af9BzZaF0/JY5k+MuuWLKkyePcm2XN2p5W4+NJEMmM7QLlyqlrRk/xbj/ypUrRg3SpUvnae++jbx9hQW481G2UzJeACtuQSCbja2QYJASEVsWSeItO378eNZeruEYXl9SPMMjSs4es7/+OoEWz13AwU+TqqleJk2ab+OVkB0EHEcAGiDHsUXJZgQyZ85Cf639ndXn++na08bk2asHTfv2W7NcrrcZW8KPNaQk3o4spcIRjqw5H3lAwBoCEkbiW/4uyyJpBw/LDrl0iVLwpMSXPN9x0NEDlC1bTo5yvo88+K9UqfI8r1pGlRf/QCC2CMjLq7snDIGZ9bBEtx48eLDZ3rCboub29/cPeyCKezLzcEubtr3Iy9OLhgzvS7+3bU3FnSgwYBSbhdNAAATMCFTh6V128cLeJWqRaPpHjhzh4I97aPOW5TT02z7KPq1kyfJqXrhSJT9QASKdNWSEWfOw6QYE5F6DBsgNOtLWJsh8TBLTyFISrYHMU2Wv5M2u5UFsJ7Dn4G7ya9cWwo+9wKIcEHByAjINTVmeDFeWL774QtX2/PnzSiDavXsPzZ49UU2PUrJkOapRvQGHIbEcC8zJm4zquQAB2AC5QCfZu4oSe0QWS0mMliUejr1SvHgsAAW9oV27NnHAybn2KhblgAAIuCABX19fkqVTp06q9nd52Gzv3r20ePESGv39V8rlX2yI+vcfpoz2XbCJqLKTE4AGyMk7yJ2qJ8LU02dPOer2XavCDrhT29EWEACByAmItlkCQsry4sULFZV/2LDhVLFSXhXfKC1HeadMGdjL8RZ5vQxShT18dD/yQnEUBCIhoAcbIJvnAouEFw5Fg4AIQDL9Qi0OKoix/miAxKkg4OYEJDhtly5d6OZNf5LI+23atKIXgSER+Du2rEn1G5SlZs2rqkCPKVKkdnMaaJ6jCOhBAwQByFF3j43ligC0Y+cGkmjJSCAAAiBgDQHRDE2aNIl28tQyv7JmaPrQofTBB+Xp2bPHVLBgUdqy9S/WGIU/xY415SOPPgnIS7gebIAgADnJ/S2GkMeOHTLGDnGSaqEaIAACLkBAJn2pzpqhtm3b0tq1a5SHaqtWTWn9+sVUukwW6tGjJf311woVBd0FmoMqOgEBaICcoBP0UgWZmiE1T9kgcWmQQAAEQCA6BMSRo0OHDiwAraPrPC3IR83q06rVs5Uw1PvTNrR+wyp6zvOnIYFARARgAxQRGey3OwGZkPHjjz+2e7koEARAQN8EkidPrqbU2bx5k4p8Xr9+TVq2bAaV/yAn/TBmMD169EDfgND6cAjoIw4QhsDC6frY2DVnzhyaMmVKbFwa1wQBENAJgZQpUyoD6m3bttL58/+wncdjqlwlH81kl3rYCunkJrCimWwCpItJfCEAWXEzIAsIgAAIuBsBNaP9jOl04sRxCn77lB4+vE8tWtaggICb7tZUtCcKBGADFAVoOAUEQAAEQMB1CGTNmpXjCs2ngwcPchyyW2po7Iv+nV2nAaip3QnoxQsMc4HZ/dZBgSAAAiDgegRkep9///2XtmzZQp1Hj+ZpWYmuXf2XmrftqOYofPX6Jb3haPVI+iAgdqnuniAAuXsPo30gAAIgYAOBGjVq0AVe2vFkz/+uXcu2QqeoXt3mHKS1ERUpUtKGkpDVdQkgDpDr9h1qDgIgAAIgEGUC3nzmkkyZ6HC/z2j//v0UFPyEvujfiVasXECvXr+Kcrk40TUIiBE0bIBco69QSxAAARAAAQcRyJcvHy1fvoy2b99GZ87spyrsNbZy5ULSwxCJg5C6QLEe8AJzgV5CFUEABEAABGKAQMGCBVnwWUGrVq2gJUun85xjZWjfvu0xcGVcIjYIQAMUG9RxTRAAARAAAaclULZsWTpwYD99++1gGjioOwdZbEQXL5512vqiYrYTEC8wRIK2nRvOAAEQAAEQ0AGBZs2a0YUL56lBw1oqftDXA7vT3cDbOmi5PpoIDZA++hmtBAEQAAEQiAIBmcS5b9++dPnyJcqYMQV9+GFRmjBxBKJKR4GlM50CDZAz9QbqAgIgAAIg4LQEZPLVsWPH0vHjx+j27UtUtWp+Xj+oC08ip+2UaFZMD0bumAojmjcJTgcBEAABEAghIFGlFy9eRH+tW0s3b16mWbMn0y+//Ag8LkZAL5GgIQC52I2J6oIACICAsxMoUaKE0gYNGTKExv44hCpW8lVzjTl7vVG/9wSgAXrPAmsgAAIgAAIgYBOBYcOG8fxi9yhVquSsDZqizr158xr9vX+nWg4c3G1TecgcMwT0YgOEqTBi5n7CVUAABEBAlwSSJUtGR48epU///pvWMoG1c6fT0c07KF68eGwvdIuaNGmjSy7O3mh4gTl7D6F+IAACIAACLkFgYrlytCo4mD5lg+mrVy9S7VqNaeeOs5QpU1aXqL+eKqkXDRBsgPR0V6OtIAACIBBLBGR2+SJx4tCgQQPp4MEDtHXbamr6UUWebPVMLNUIl42MADRAkdHBMRAAARAAARCIAoHcuXPTrl07qXv3ztSyVQ36cdxQev36dRRKwimOIAANkCOookwQAAEQAAEQYALyI9ulSxc6e/YMu8xfoDp1S9ChQ3vBxgkISN/AC8wJOsJSFaSTAgMD6cGDB5ay4jgIgAAIgICTEUiXLp2aZHXcuDHUq3drHiLrSU+fPnGyWuqrOtAAOXF/37x5k7788kvKli0bxY0bl9KkSUMpU6YkiUZapEgR+vzzz+nZs2dO3AJUDQRAAARAwJRA48aN1dxiPgk9qXqNQrRx0x+mh+22fsP/qgrOeOPGFbuV6Y4F6cEGyOXc4K9du0YVKlRQ6tPmzZtTjhw5KEWKFGpbtEBXrlyh33//nVasWEFbt26lnDlzuuO9iTaBAAiAgNsRSJIkCc2YMZ3at29HHTt+QqtWLaLhwydSmtTpotzWJ08e076/t9PePVtpDy9Pnz1h1/um1LBReWrUqBW9CYLtkQb3neEdbdmyRmngMBu8RsWJPmW+GdH8XLx4kcaNG0c9e/akVq1aUcuWLalHjx5qPpoLFy5Qrly5aN68eU5Uc1QFBEAABEDAGgLyknv69CkqUaIA1apVjJYsmWXNaSrP23dv6fSpYzT+p+HKy6xsuWz8QvwbFS6Sm1b/sZJNJu6ykPWLKv/Fi0B6/PgRD7v10s28ZffvB9K5f07RkyePKHeexJQrd0IqVyokFMGdmzeoe49WHJogM7Vt29Zq5q6a0eU0QMePH6cOHTqoIFoRQZcZiv38/Gjy5MkkkUiRQAAEQAAEXIuABEr87rvv1Mutn19HWrV6odLehNeKw4f30rifJ9Eh/rx37y79Nms81a1bh1+IR6sRAzGVME8ZMmSgpUuXqvLlx37V6kX0+QQWtDp/bJ7VpbbFLvbq1X/J3/8aXbt+ma5fu0w3/K/QNf68du2SMhvJkT0nNW36ESsTsqpRFFEqnLt1i4plzkzV37xxqfZGp7IuJwCVL1+e9u7dS507d4603du2baOMGTNGmgcHQQAEQAAEnJtAwYIFVdygSZMm0RdffEFdu31M6dJlZA3GY6I/V5IX231+O/Qzyvz8BbVu3ZL69etHMimrtalJkyY85PNUeaT98MNAysgC0DMeJlu79i9VxIuXzyngtr+1xcVaPomqPX/+dB7m28xCjjdlzpyFR0JyUu7cuahGzXLKHERMQsRWNrxUL7ydbr7P5QSg1q1bkwhBd+7coTZt2qhOFQNoT09P5Ql29epVWrhwIa1bt47HMre4efeheSAAAiDg/gTk+d63b1/68MMPlW3QP/+co0KFClOG06cpXnKeZ+zYMfKOBgYpf+bMmfQV/67Uev6cAk8co8lTRlP27LlVqSO/C5nHLBqXcMipd+8G0PShX9KWrWvp5csXlDx5XBbc/lTOQA65oJsV6nICUNGiRenkyZPUtWtXNRQWnqV6jRo1aNOmTVS5cmU36y40BwRAAAT0SyB//vx04MB+evToEckcY/ZOudKmpcNc6B3WIA3Ik4NOsCA0eNBYFrwa2vtSNpV3+84tFmyWc/DIzcpW6cpnXYny5lHasNTsFd2//xc0cOBAEvMPJOsJuJwAJE0TA2fx8HrDY5XXr1/n8c6rFBQUxGrRdCSW6yIkxeGQ60ggAAIgAALuR8ARwo9GKTmvJM+enf788w/1O9OrV28eWvqZhgwZx8NJ+bVsMfq5aOEGmj5jvAoUee7cCUpdJCclSJGMDrHHc6FMmWK0Lu50MZecC+w0qz27deumFokJJBqfs2fPsrdALSpVqhSrAZOzlf8Md+ontAUEQAAEQCCGCVSvXl15izX/uDG1aFmDvh32GXuNPYyxWshL/rx5P9MnnRrRjh3r2LC7Bp06dYqussfzOY5/B+Enel3hcgKQCD8i5CxevJh27txJderUoV9//ZW+/fZbjunQSO2XceLu3bvT5s2bo0cHZ4MACIAACOiagJeXF/Xu3ZtDr1yg+PENVK16QZo7dxrt27edHj687xA2MqKxYOEMqlTZlw4e2sov9D9zjLvLHBNpuPLacshFdVioy40Tff/991SsWDEl3Pj4+NCAAQOU9f7QoUOVECR9KDGB6tWrR9OmTaOaNWvqsFvRZBAAARAAAXsSkIC7P/88jWPP9aAffxzHdqYr6OSpE+Tjk5Dy+hYkX99ClDdvIfYYu0VBUXQlDw4OpuXL57IB9igqWLAAD8OtVi/89mwHynpPwOUEIAly2L59e0qYMKFqRbt27fhm/JEkKrRpatasGU2YMMF0F9ZBAARAAARAIFoExC1/zpzZxjLEDlWGpU6cOEH7D2xkl/2DbJd6hVauWkipU6el1IMGE/Gs9xcvnqVdZ6+r8x49ekg+CRMZyxDb1RUrF3DsupGUJ09uDty4nMqWLWs8jhXHEHA5AUiCV0mMn169eikisi5px44dVKBAAbUu/2SoLBOMw4w8sAICIAACIGB/AlmyZCFZZNRBS8/ZlX7t2rXKiPrvWyFCz7Yl82g1v5QnYsEnXvwE5NehBx09doBuB/jTDz8MomzZs9KiRQtU4EatHHw6loDLCUBi/Cx2P2IHlCpVKnWDSeCrkSNHkqgPxSB6/fr1NHHiRJo9+72U7liMKB0EQAAEQAAEQgjICEWLFi3UInsu8JLrx7F0/8sBKoyLaIyOHz9BI0asUpGZ586bjbAtIehi9L/LCUC1a9emZcuWKQHn8ePHyttLpr2QwIifffYZSRhwDw8PtS7DY0ggAAIgAAIgEJsE8vx38dSpU5N4lsmCFPsEXE4AEmRi72Nu87NgwQI1EerRo0fZeKygTaHQTbtBxm/Fw8xSev36Nd2/7xgPAEvXxnEQAAEQAAEQAIHoEXBJASiiJqdPnz7UOGxE+SLbnyhRIquEJ5lPBXONRUYSx0AABEAABEDAeQm4lQBkD8wSal0WS0lmEZaI1EggAAIgAAIgAAKuR8DlAiG6HmLUGARAAARAAARAwNkIuJwAVLJkSQ485WPV0rZtW2fjjfqAAAiAAAiAAAg4AQGXGwL76aef6KOPPlIToQ4ePJg8PSOW4fLk0Wzv7U9ajKC3b99OR44csanwefPmqZgRkdXbpgKROcYISGwP8TyUWFRIrkdAPEXl5Slx4sSuV3nUmC5dukQdOnSI9JkPTM5D4MGDB85TmQhq4nICUMWKFWnPnj1qxneJnvnFF19E0DTH7pZpNubMmWPzrPMiMMkPKQQgx/aPI0p/+vQpyZdahCAk1yNw48YNJfw4ciZx16PiOjWW4LZlypTBs9NFuqxPnz7KI9uZq+vBcXMMzlzBiOo2btw4NffX1atXKWXKlBFlc7r9SZIkIZnBHm+hTtc1Fiu0bt06mjp1Kv31118W8yKD8xGQuGC1atUiDI07X99YU6M4ceKQaN5lclIkELAHAZfTAGmN7tu3LxUvXpxEC4QEAiAAAiAAAiAAArYQcFkBSN4CqlataktbkRcEQAAEQAAEQAAEFIGILYhdAFBko3cvX74kWZBAAARAAARAAARAwJyASwpA4kmVPXt2ih8/PpUrV4727t1r3i5q3bq18hgIcwA7QAAEQAAEQAAEdE/A5QSgzZs3K8Ema9as1L9/fwoMDKRKlSrRlClTdN+ZAAACIAACIAACIGAdAZezAZo+fbry5NiwYYNq4YgRI2jo0KHUu3dv5VklcSKQQAAEQAAEQAAEQCAyAi4nAF27di3U0JaHhwcNHz5ceYN17txZTVBao0aNyNqMYyAAAiAAAiAAAjon4HJDYBKFd9u2bWG6beTIkdSyZUtq1qwZnTx5Msxx7AABEAABEAABEAABjYDLBUKUWdglkJmfnx/16NGDihUrprWFgoODlQC0c+dOFRxR4gQtW7bMeNwZVs6cOUP58uVDNFNn6Awb6yCRoO/fv0/ZsmWz8UxkdwYCiATtDL0Q9TqcOnWKChUqFPUCcCYImBFwOQ1QixYtaMiQITR//ny1mLZHIoWKgNS4cWM1b4zpMWdZL1CgAIQfZ+kMG+sh0bsh/NgIzYmyZ86cmTANhhN1iI1VgfBjIzBkt0jA5TRAWotevXpFjx49onTp0mm7Qn0eOHCAZPLDhg0bhtqPDRAAARAAARAAARBwWQEIXQcCIAACIAACIAACUSXgckNgUW0ozgMBEAABEAABEAABjQAEII0EPkEABEAABEAABHRDAAKQbroaDQUBEAABEAABENAIQADSSOATBEAABEAABEBANwQgAOmmq9FQEAABEAABEAABjQAEII0EPkEABEAABEAABHRDAAKQbroaDQUBEAABEAABENAIQADSSOATBEAABEAABEBANwQgANnQ1S9fvow0t8FgiPS4HLQmj8VC7FiONddyhzxv376lN2/eRNiUmOwXe10rwsa44QHpO+nDiFJMMo3Ja0XUXlfbb49n57t37yw225q+sSaPxQshg1sQgABkZTfOmjWLUqVKFSZ3UFAQ/fTTT1S2bFlKlCgRVa5cmWQaDvO0ZcsWKlWqFCVIkIA++OADmjx5cihh6NmzZ2qS1Lx585Lp0rlzZ2NRkufLL7+k3LlzU4oUKahp06Zqck5jBqyES0AenDIlSpcuXcIcv3z5MvXr14+yZMmiplVp164dPXnyxJhvxIgRlCdPnnCXunXrGvMdO3aM2rRpQ8mTJ6ccOXKQnGeerMljfg62ia5cuUIZMmSgDRs2hMGxceNGat68Ock8bTLPnnwXTVP58uXD7Tvp00mTJqms1nz3JOPcuXOpSpUq5OPjQ6VLl6YdO3ao8/EvcgLReXbKd3f48OGq/729vcnX15cWLVoU6oLWPBetyROqUGzogkAcXbQymo1cvXo1de/enby8vMKUNGPGDBo2bBiNGjWKihYtqh6q1atXp8OHDytBRk7Yvn071a5dW5Uxbdo0Wr9+PX3xxRfqR7dRo0aqzNOnT9M///xDffv2VQ9z7UK5cuXSVmngwIG0bt06+uWXXyhu3Lj06aefUo0aNejo0aPk4eFhzIeV9wRev36tmAq3Dh06vD/w31rHjh1J3k6nT59OMr/coEGDqFatWvT333+rHMWLFycRck2TzEEnAmyFChXU7hcvXlCzZs2oTJkyqq9PnDhBPXv2VJPeSnmSrMmjMuJfKAIi/Ijwev/+/VD7ZeP69esk3x8/Pz/aunUr7dmzhwYMGKBeLESolSQTI8uPn2nat28fbdu2jbTvljXfvV27dikBety4cTRhwgR1v9SpU0e97BQuXNi0eKybEIjus/PHH3+kb7/9lr777juS5+pvv/2mXjRSpkypvqdyKWuei9bkMak2VvVCgNWBSBEQePz4sYHf6mVcy8BvjAbW3oTKyT9qBp6M1cAPXeN+OSdhwoSGkSNHGvfVrFnTwNoCA7/NGPexNsLAP5rGbf4BNrAGycBqfuM+05WTJ08aPD09DfxAMe4+e/asqhu/GRv3YeU9ARZCDfnz5zfwDOCGNGnSGFgAen+Q11h7oPgdOnTIuH/x4sVq34ULF4z7zFf+97//GVjbYHj+/Lk6NHToUEOSJEkMLEgZs7JQbGCNoYGFKqvzGE/GiiLALwvqu8Rv/apP1q5dG4qM9EPOnDlDfWdYK2ooUqRIqHymG6zdM/Cs8Ib+/fsbd1v67knGfPnyqWeB8SReKViwoOGTTz4x3YX1/wjY69lZrFgxA788GrkGBwcbMmbMaGBNrdpnzXPRmjzGC2BFVwQwBBaJpHvkyBH1VilvMd26dQujZZHhrFOnTtHgwYONpTx8+JBE6yDqWkkBAQG0efNm+vzzz0OdLxqH5cuXG88TrYFokFjIofDGuqUM0frIW6eW+KGs1Pt//fWXtgufJgRmzpxJ/LAkGXqSYSnzxIKpGl4pWbKk8dCdO3fUutZ/xgP/rYjmQN5CRZMnQyGSZBhG+iV+/Pj/5SKlmbh37x6xcGV1HuPJWFEE+CWCevfurbSe4SERLdzu3bvVd0Y7fvv2beN3T9tn+ilDyKLJlWEVLVn67vn7+9O5c+eoSZMm2inqU7RPollECkvAHs9OKVU0PSxMGS/Av87EQhDxC4faZ81z0Zo8xgtgRVcEIABF0t0y/MGaAPVjFlE2sQsS+wMZJhE1uQyVpU6dWtklyDk3btxQp4rNgQyHiO2ADLHIMJhp4rcU9WAWdT5rLIjfUumHH34wCkP//vuvKleEINMkthHaj7bpfqyT+pHbtGkTZcuWLVwcMmyoHRPBdcmSJTRmzBg15KLtNz1R+ljsiMT2qlKlSsZD0jciaJkmbVt+kCVZk8f0fKyTElxHjx6tBP/weIjAmT59enVI+IpQs3//fiU0hZdfhjVl+Pj7778PJaxa+u5dvHhRFaf1qVa2bAcGBhq/o9p+fBLZ49kpHOV5KkP8X331lRpe7tSpk3rBlOekJGuei9bkUYXhn+4IwAYoki5PmjRpJEdDHxLjS3m7lCQaAu0H9NatW2qffGHlQSo/nitWrKB69erR77//rrYlgzyExculatWqysZADAflSy/apCFDhijDXDF8Nk9idAsByJxKyLYIotYm0QbJW6vwFM1CeEne9i9dukRi92WaxGha3lRNkwixkrS+sSaP6flYJyXwW8NB7ITEMUBS/fr1qXXr1uGeNnXqVOKhUON3Tstk6bv39OlTldW8j+Veke+s2CfZcq9p13XnT3s8O4WPPC/79OmjXgblhVCSPBs1ra18ryw9F63JowrGP90RgAbITl3eqlUrJcSwbYF6axGjPUny5ZMkhpjy4ymCknyK4aTklSQq3Z9//lm94bA9CbFdgRp6E48TeQMWI10ZkpHhMfMkWozI3LvN82M7fALz589XQ5ViyMw2JHTw4MEwGefNm0dsc6KEVNOD0jfmRujatmZAbU0e0zKxbj0BET5kiEqGlcWgWTwy5TtlmkSIWbVqlTKENx3etOa7FydOyHui1qem5co6vn/mRGzbjujZKaXIs1AEHjGGlqFKMXLv1auX8SXFmueiNXlsqzFyuwuBsL+o7tKyGG6HDFkVKlRIDaGIdkdsRGS8Om3atKombdu2Je1BKl9I8RoSF+wHDx6o/fLWKm7ypknce8Uz6fz588pFW4ZpzJPs08bDzY9h23oCYk8lHnXLli1TP2gLFiwIdbK85bMRLokK3vyHkA3hybxvxFNMkgyPSrImj8qIfzYTkPATEjpChifFG1M0eTIUZppE2yqeeGw4bbrbqu+eNsym9alWgNbn+P5pRKL2GdGzU75zEnpAPPrEhlJeGkULJJ59MowpKbzvlew3fS5ak0fOQdIfAQhA0ehzMc4TA2RTIz0pTn5IxfhZjCfFRkeSxJkxTdp+EZLk7VRcczVtkZZPM6oVgUkewmJvYB4MTmxMwjPw1crAZ8QEZEhSbIRMkwgsYqdlrgGSYUvR5mi2B6bnyANWs/XR9kv/SxKNkSRr8qiM+Gc1AbG5EycE0yRDmZLM+09ix1SsWNE4VKadY813T/pOktan2rnS55oNoLYPn9YRsObZKUKsFsPLtFQxPhfTAnmBtOa5aE0e0/Kxrh8CEICi0dfyABSbAxm+Mk0iFImHkAg58mYqxpISp8Q0iTZB7BbErkDimUhwRC0wm5ZPfnRlLF3ilUgMDHa7ph0mwdfkASCq/2rVqmmn4NMGAkuXLlXeW5qRq5wqb45iLKvZlGjFHT9+XAmxmjZA2y+fIvBKkD5T4VTuAdEMlChRQmW1Jo9pmVi3TECGQsxjO2kekVqMH60U6T8Z3jRP1nz3pM8lyKJWtlaGfIfx3dNo2PZpzbNTe2k8c+ZMqMLlGSiefNIv1jwXrckT6gLY0A8BXTn9R6Ox48ePN7BQE6YEjvxs4GEuwx9//GG4efOmgYN2GfjLafjmm2+MeXn8WsXwYbdsA2txDGPHjjWwdsfA9kDGPOXKlVOxalauXGlgTZBh9uzZBtb8GNgGyJiHDaRV7BEeEjOwdsnAD18DB+MLFV/ImBkroQiwXUiYOEBsi6ViL7FXnoE1CQaJB9SgQQMDD1Ua2PMk1PnC+v/t3HnoFdUbx/FjWZotpqVtlrYoUlDYRrZHUSZWVqSmEgYV2QJt0B9mFC3QXmTRQqSmf4iiLVZE5j8uWEppkdFCaaCYlbbv+fyez0Mz3fvtfsdbfn93cnoP3Jw7c+acmdd0732+5zxnap9HUrvT/xqNe+UPPzQf0jT/gjZPzDR/YF5erJkyeWFW6gR8JmXD5wBNmjQptvtTt81/UM17ecx7Q82HSszzcvI6/HEEUc5zSfJttSvNfPb8j5z4zPpQmnnvhflQW7zX/0MsxQL/9LtTz03zPMj4XvTHT5gPiZlPUIhnbvkT8vNGm/lebKZMXiEr/xkB5amwNCHQ3odYP2z6YfSQOV5dunQxn+5e9wWsD7JP0Y0ASuX0YD6fMVbXqv8lanpgYlaPD8WYj3PXlVHQ44/2jzL6kVZ5PQyRZfMCjQIgHaWHIfbt2zd39786re0D91TOe/PMcxG02nDRMXrwoe6fgh896NITbOvKNlOm7gDehEB7AZB26g8Nfeayz83pp59uq1atqpNbtGhR7Peevbrt2ZtmPnu6l7r/+qNEbenBiJ6fklXBvwUCW/Ldqe9XfxK4ed5duOuPS322fOgyb7GZ78VmyuQVsvKfEeikK/UPNMsWCiiZWTk6ysdRzk6jRUMk/uUcU+TVhdtoUaKlHqCnehrN+tIx2q99jaZ/NqqTbcUC+ghoKET3pE+fPsWFC/aqntWrV0cdWcJ72+LNlGl7DO+LBfSoCE2F15DzliQkN/PZ06SE9evX/yWnr/gM2Vsk0Mx3p2bReg97fHd6wNuwuma+F5sp07ByNlZSgACokreVi0IAAQQQQACBIgGSoIt02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEEAAAQQQQKBIgACoSId9CCCAAAIIIFBJAQKgSt5WLgoBBBBAAAEEigQIgIp02IcAAggggAAClRQgAKrkbeWiEPjvCsyePTt16tQpffnll4Fw2WWXpSOOOKLDQV5//fW0cOHCDq+XChFAoDUCBECtcaYVBBAoSWDw4MFp2LBhHdr6b7/9llTvRx991KH1UhkCCLROoHPrmqIlBBBAoPUCF198cYc3amZJLxYEENh6BegB2nrvHWeOQIcKPPvss+nII49Mr7zySl7v4sWLY9tzzz2Xb2u0snTp0jRy5MjUu3fvdMopp6RHHnkkbdq0KS+6YMGCdOKJJ6bu3bun/v37pxtvvDH9/PPP+X6tbK7M8ccfn55//vnoeTnwwAPTyy+/HMfPnTs3nXHGGWm33XZL55xzTvrss8/q6r3jjjvS2LFj820nnXRSXONVV12V9t1333jdcMMN6ddff83LfPzxx+m8885L/fr1SzvvvHMMoU2fPj32//DDD+mYY46J9VtuuSVddNFF+XFPPfVUGjRoUBxz9NFHx/nmO33ljTfeSGpfde6///5p3LhxacOGDbVFWEcAgVYJ+F8xLAgggID5sI75j7YdcMAB9uOPP5r/0NuAAQPshBNOsN9//71dIQ8WbPfddzcfZjIPlMyDAtt+++3tmWeeiWOWLVtm2267rZ199tnmQZY99NBD5oGQDR06NK+zmTLdunWzvffe2zyQsrPOOsuWL19ub731lnXp0sW8l8deeOEFGz9+fLTt35/2xRdfRP2XXnqpHX744Xlbu+yyi+2zzz5xXY8//rhdfvnl6sqxu+66K8p89dVXtuuuu5oHXDZ58mR78skn7dhjj40y77zzjnmgZE8//XS8V90vvvhiHHf33Xdb586dbfTo0XGd1157rXkuks2aNSv2f/fdd+ZBWlz3zJkzbdKkSbbXXnvZkCFD8nNjBQEEWiegblwWBBBAIATefffdCChuvvlmu/766817KkwBTtFy4YUX2sCBA+uCpCuuuCICFR2nAMp7lsx7hPJqFFQo6Hj11VdjWzNlFAApkKkNxk499dS8nazyc889N+ouCoCOOuqorHj86z06dtppp8W69yxF4Ld69eq8zIcffhh1PvHEE7Htl19+ifcKhLRs3LjRFFgpEKtdvFfMDjrooNjkSdNxzJtvvpkX8YTtcK61yXeyggAC/1cBcoBa1dVGOwhsBQIHH3xw8uAn3XbbbTEk9Nhjj8VQjU7de0bilV3Gdtttl7wnJXlPTPKgI22zzZ8j6hoC0+LfXsl7d5KGoTQzK1u81yNWNcTmQcxmy3hwEuU1DFbbjtqeMGFCVm38q6G4OXPm1G1r++bkk0+u26Rhuffffz+26dyy9W+//Ta99957STO+1K6GvxotOo9vvvkmHXbYYUnXlC2qd8aMGenzzz9PhxxySNppp51iaO2SSy5J3iMWbrJjQQCB1gv8+Y3V+rZpEQEE/oUCV199dZyVfqzHjBmTn+HDDz8cwZByV/RSoKA8nw8++CDtueeeebnaFeXj+HBa8qGr2s2pT58+yYfa0tq1ayNnZ3NlsoOVs5Mtyp3RVPc99tgj2xT/tm2rbucfb3zIrm6zD6PV5Sz5MF3ynpvIWVJOk3KPFMzp1Wjx3qLYfM0116Tjjjsuf91+++2xfdWqVWnHHXdMr732WlLbN910Uzr00EOTDzH+JU+oUf1sQwCBjhegB6jjTakRga1aQIm9Xbt2jR97/VDfd999cT3qsVDgki09evSIXhEf+qnrGdL+77//PnpElJisnpNGib6eE5OUzNyzZ8/Nlsna9FyibDWpfSUTt61bvTabW2p7o9qWVSKz5++k6667Lp1//vmRBK4EaQWE7QVAugYtS5YsSUp+brtk7WmfEsYVMCl5Wz1s6gHSdHoFlSwIINA6AXqAWmdNSwj86wU0fPPggw8mTwhOd955Z6xnQzoa3tGU8uw1fPjwuB4Nm7V9IOD999+fPF8nelU0DDRv3ry6a1+xYkVav3599IJ4wnTMDCsqU3fwH28UVOic5s+fX7d70aJFde//7puXXnop6ZruvffemHGmoT4NcSn48fyjqC4bhsvea3hL56PhLv2bvRTgXHDBBemnn35KOi8NvXluUurbt2+68sor09SpU8Po7bff/runSXkEENhSAf9QsyCAAAL5rC/NflJSrpKNlRysmWCaEdbeoplf/j1kDzzwgGkGlfdsmA+JmQcQcciUKVNiNpT3JMV+/7E3D1wioVkzo7Q0U0ZJ0B5YRfnsP2pLM8w0o8pzcMyHqiJxW+dTlAStGVu1i+fkRKK2tnkAGHV6YGVKdvYA0Pr16xfXeOutt+aHeS+ZjRgxwrzXJ7aNGjUqZrfdc889tm7dOvM8JNM5T5w4MfZ7r5j5cF3MEvO8Ivvkk09M7WrmmAeDeb2sIIBAawT0Vw0LAgggELORNH195cqVuYaCFf1Aa0ZY0fLoo4/GLCgFHnp575BlwY2CKQUVmlGmfQoc/Lk9dT/6zZRpFADpnDw3KabHq25Nx9d0dq3/0wBIM7p0/jvssENcu4K5adOmxTmfeeaZOYOmucumV69ese3rr782f65PbFP7muKuafK1waMeA+A5QnkZH1LMZ8LlFbOCAAItEeikVvzDyoIAAghskYC+SpTsq9wcf47OX+rSfuW+eGCQlHTcaGmmTHvHffrpp2m//farm23WqGyz2zTjS/lFtXlPbY9V8rYSwZXgnC3ea5TWrFmTvNeo3XPRjDHlScmCBQEEyhEgACrHnVYRQAABBBBAoEQBkqBLxKdpBBBAAAEEEChHgACoHHdaRQABBBBAAIESBQiASsSnaQQQQAABBBAoR4AAqBx3WkUAAQQQQACBEgUIgErEp2kEEEAAAQQQKEeAAKgcd1pFAAEEEEAAgRIFCIBKxKdpBBBAAAEEEChHgACoHHdaRQABBBBAAIESBQiASsSnaQQQQAABBBAoR4AAqBx3WkUAAQQQQACBEgUIgErEp2kEEEAAAQQQKEeAAKgcd1pFAAEEEEAAgRIFCIBKxKdpBBBAAAEEEChHgACoHHdaRQABBBBAAIESBQiASsSnaQQQQAABBBAoR4AAqBx3WkUAAQQQQACBEgUIgErEp2kEEEAAAQQQKEeAAKgcd1pFAAEEEEAAgRIFCIBKxKdpBBBAAAEEEChHgACoHHdaRQABBBBAAIESBQiASsSnaQQQQAABBBAoR4AAqBx3WkUAAQQQQACBEgX+BzkCCMN0PywCAAAAAElFTkSuQmCC" alt="Figure 3: An example set of transects generated from the design along with the covered area shown by the black rectangles around the transects." />
<p class="caption">
Figure 3: An example set of transects generated from the design along with the covered area shown by the black rectangles around the transects.
</p>
</div>
</div>
<div id="assessing-coverage-uniformity-and-design-statistics" class="section level2">
<h2>Assessing Coverage Uniformity and Design Statistics</h2>
<p>Once we have checked that our design appears to be correctly specified we can assess how uniform the coverage is and also how values such as total line length, trackline length and cyclic trackline length vary across many surveys generated from our design. While we were given single values for these statistics from our one survey above it is important to check that all potential surveys from our design can be completed in the effort available, i.e. the maximum trackline/cyclic trackline length from the simulation should be achievable within the limits of the study. It is not permissible to generate more than one set of transects for the final survey and select the set with shorter/longer trackline length as then the selection of transect locations will no longer be purely random.</p>
<p>Parallel line designs should give uniform coverage across the majority of the survey region. The only exception to this is around the edge of the study region when we are using minus sampling, as we are using here. We will assess the effects of this now via a simulation which will generate 999 sets of transects from our design.</p>
<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb8-1" data-line-number="1">design <-<span class="st"> </span><span class="kw">run.coverage</span>(design, <span class="dt">reps =</span> <span class="dv">999</span>)</a></code></pre></div>
<p>We can now view the coverage scores by plotting our design object.</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb9-1" data-line-number="1"><span class="kw">plot</span>(design, <span class="dt">subtitle =</span> <span class="st">"Systematic Parallel, line.length = 1300km"</span>)</a></code></pre></div>
<div class="figure" style="text-align: center">
<img 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" alt="Figure 4: The coverage grid" />
<p class="caption">
Figure 4: The coverage grid
</p>
</div>
<p>The plot above indicates that coverage is fairly uniform over the majority of the study region. There are a few points around the edge of the survey region which have lower coverage than the others due to the minus sampling protocol, however for this example we would expect the effects of non-uniform coverage on the study estimates to be very small. The coverage grid points with lower coverage are very few in number and represent a very small proportion of the study region area.</p>
<p>We can also look at the design statistics, these are shown below.</p>
<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb10-1" data-line-number="1">design</a></code></pre></div>
<pre><code>##
## Strata study area:
## ___________________
## Design: systematically spaced transects
## Spacing: NA
## Number of samplers: NA
## Line length: 1300 (shared across strata)
## Design angle: 0
## Edge protocol: minus
##
## Strata areas: 12037
## Region and effort units: km
## Coverage Simulation repetitions: 999
##
## Number of samplers:
##
## study area Total
## Minimum 20.0 20.0
## Mean 20.5 20.5
## Median 20.0 20.0
## Maximum 21.0 21.0
## sd 0.5 0.5
##
## Covered area:
##
## study area Total
## Minimum 5050.77 5050.77
## Mean 5147.14 5147.14
## Median 5101.63 5101.63
## Maximum 5310.94 5310.94
## sd 90.43 90.43
##
## % of region covered:
##
## study area Total
## Minimum 41.96 41.96
## Mean 42.76 42.76
## Median 42.38 42.38
## Maximum 44.12 44.12
## sd 0.75 0.75
##
## Line length:
##
## study area Total
## Minimum 1268.02 1268.02
## Mean 1299.52 1299.52
## Median 1282.34 1282.34
## Maximum 1348.13 1348.13
## sd 31.17 31.17
##
## Trackline length:
##
## study area Total
## Minimum 1450.50 1450.50
## Mean 1485.09 1485.09
## Median 1463.06 1463.06
## Maximum 1538.98 1538.98
## sd 35.32 35.32
##
## Cyclic trackline length:
##
## study area Total
## Minimum 1637.21 1637.21
## Mean 1672.06 1672.06
## Median 1649.37 1649.37
## Maximum 1724.80 1724.80
## sd 35.20 35.20
##
## Coverage Score Summary:
##
## study area Total
## Minimum 0.19619620 0.19619620
## Mean 0.42611584 0.42611584
## Median 0.43243243 0.43243243
## Maximum 0.45845846 0.45845846
## sd 0.03585962 0.03585962</code></pre>
<p>First you are given a summary of the design, systematically spaced transects where the spacing was to be selected to achieve around 1300 km of effort. The lines were to be placed on a design angle of 0 and a minus sampling protocol was to be used.</p>
<p>We are then told the area of the study region, the units of the region coordinates and how many times the coverage simulation was repeated.</p>
<p>We now move on to the summary statistics from the 999 sets of transects generated during the simulation. We are told that each survey has between 20 and 21 samplers and that the minimum and maximum covered areas are 5051 and 5311 km^2 which equate to 42.0% and 44.1% of the study area, respectively. The minimum on-effort line length is 1268 km and the maximum on-effort line length is 1348 km, with a mean value of very close to the 1300km requested. We are then given the minimum, mean, median, maximum and standard deviation values for the trackline and cyclic trackline lengths. The maximum values for these statistics should be used to ensure that any set of transects randomly generated from the design is achievable in the total effort available given any time and financial constraints of the survey.</p>
<p>Finally, we are given a summary of the coverage score values. If we have even coverage then we should see little variation in the coverage scores. The minimum coverage score is 0.20 and the maximum is 0.46 indicating that some small areas around the edge of the study region (as shown in Figure 4) are half as likely to be sampled as those within the main part of the study region. We are given an indication of the variability of the coverage scores in the standard deviation provided but it may also be useful to plot a histogram of the coverage scores, Figure 5. Again this looks fairly reassuring that the parts of the study with lower coverage do not represent a significant proportion of the study area. However, if we wanted to be really thorough we could run a simulation study using DSsim and test a worse case scenario, where density in these areas of lower coverage varied from the rest of the study region. If we were worried that this non-uniform coverage could cause significant bias we could switch to a plus sampling strategy.</p>
<div class="sourceCode" id="cb12"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb12-1" data-line-number="1"><span class="kw">hist</span>(<span class="kw">get.coverage</span>(design), <span class="dt">xlab =</span> <span class="st">"Coverage Scores"</span>, <span class="dt">main =</span> <span class="st">"Histogram of Coverage Scores"</span>)</a></code></pre></div>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Figure 5: Histogram of coverage scores" />
<p class="caption">
Figure 5: Histogram of coverage scores
</p>
</div>
</div>
<div id="appendix-trackline-and-cyclic-trackline-lengths" class="section level2">
<h2>Appendix: Trackline and Cyclic Trackline Lengths</h2>
<p>The following four figures (6 - 10) demonstrate how the trackline lengths and cyclic trackline lengths are calculated. The red arrows indicate the trackline path, moving from the start of the first transect along its length then across off effort to the next transect and so on until the end of the last transect is reached. The cyclic trackline length is then the trackline length represented by the red arrows plus the off effort transit time required to travel from the end of the last transect back to the beginning of the first as indicated by the light blue arrow. These values are provided to help you assess the efficiency of the design by comparing on-effort line length to total trackline length and also to help you ensure that the entire survey can be completed within time and budget constraints. Note that the trackline and cyclic trackline lengths for segmented designs are calculated in a very similar way to parallel line transect designs. The observer will start at the beginning of one segment and move up the line of segments before crossing to the next line of segments and so on.</p>
<div class="figure">
<img 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alt="Figure 6: Illustrates the trackline and cyclic trackline lengths for random parallel line designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length." />
<p class="caption">Figure 6: Illustrates the trackline and cyclic trackline lengths for random parallel line designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length.</p>
</div>
<div class="figure">
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alt="Figure 7: Illustrates the trackline and cyclic trackline lengths for systematic parallel line designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length." />
<p class="caption">Figure 7: Illustrates the trackline and cyclic trackline lengths for systematic parallel line designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length.</p>
</div>
<div class="figure">
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alt="Figure 8: Illustrates the trackline and cyclic trackline lengths for zigzag designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length." />
<p class="caption">Figure 8: Illustrates the trackline and cyclic trackline lengths for zigzag designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length.</p>
</div>
<div class="figure">
<img 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UUiWFsS0NqrIoIgjLMUiB2KSSAMmuR1z4G/BfxLpGneH/EXgLQdT0vSJJJbK0udLtZYLaSZ/MlaGN4yqGRyWfaBuJJbNAH5GeB9D8F+OPhX8D08aLYa1pOh/GPW9DspvtMl3ZxaU0WqSRW9vcTkO9sWhh8ovyVSPp0rH1PTfH/i7TPij8WL+fwro3jnRfGOoWUHiXV/EOqwa3oUttf8Ak6dZwafbadcL9neMRqkEbsLlHJYEsQv7Mah8IPhPq2gXPhTVfBeiXmiXl39vnsZdOtntZbzgfaHhZCjS8D94Ru460t/8IPhNq3jOH4i6n4L0a78V22zytWm0+3kv0MeNhW4ZDICmBtO7K9sUAfl1+0Ro1jonxH+KHxl8QWmmePdN8My6ZPqL2+sXOi+LfCBt7S3k8vSzOn2eWCTH2iMJ5RmeR0Jdun7A2d0l7aQXkSsqTosih1KuAwyAynkH1B6VwXiL4P8Awn8XeJLPxl4q8F6LrOv6aUa21C80+3uLuExnKFJpEZ12nlcHg8jmvSaACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigD//0f38ooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/0v38ooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/2Q==" alt="Figure 9: Illustrates the trackline and cyclic trackline lengths for complementary zigzag designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length." />
<p class="caption">Figure 9: Illustrates the trackline and cyclic trackline lengths for complementary zigzag designs. The sum of the lengths of the red arrows represent the trackline length. The sum of the lengths of the red arrows and the light blue arrow represent the cyclic trackline length.</p>
</div>
</div>
<div id="bibliography" class="section level2 unnumbered">
<h2>Bibliography</h2>
<div id="refs" class="references">
<div id="ref-Buckland:2001vm">
<p>Buckland, S.T., D.R. Anderson, K.P. Burnham, D.L. Borchers, and L. Thomas. 2001. <em>Introduction to Distance Sampling</em>. Estimating Abundance of Biological Populations. Oxford University Press, Oxford, UK.</p>
</div>
<div id="ref-dssd-pkg">
<p>Marshall, L. 2019a. <em>Dssd: Distance Sampling Survey Design</em>. <a href="https://CRAN.R-project.org/package=dssd">https://CRAN.R-project.org/package=dssd</a>.</p>
</div>
<div id="ref-dssim-pkg">
<p>———. 2019b. <em>DSsim: Distance Sampling Simulations</em>. <a href="https://CRAN.R-project.org/package=DSsim">https://CRAN.R-project.org/package=DSsim</a>.</p>
</div>
<div id="ref-Strin2004">
<p>Strindberg, S., S. T. Buckland, and L. Thomas. 2004. “Design of Distance Sampling Surveys and Geographic Information Systems.” In <em>Advanced Distance Sampling</em>, 190–228. Oxford University Press.</p>
</div>
</div>
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