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PointPatternAnalytics.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="James Tsalah" />
<title>Cactus Point Pattern Analytics</title>
<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
// be compatible with the behavior of Pandoc < 2.8).
document.addEventListener('DOMContentLoaded', function(e) {
var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
var i, h, a;
for (i = 0; i < hs.length; i++) {
h = hs[i];
if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
a = h.attributes;
while (a.length > 0) h.removeAttribute(a[0].name);
}
});
</script>
<script>/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
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) 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<div id="header">
<h1 class="title toc-ignore">Cactus Point Pattern Analytics</h1>
<h4 class="author">James Tsalah</h4>
</div>
<div id="preamble" class="section level1">
<h1>Preamble</h1>
<div id="defining-a-point-pattern-analysis" class="section level2">
<h2>Defining a Point Pattern Analysis</h2>
<p>Point pattern analysis is a set of statistical techniques used to
study the spatial arrangement of points within a given area. These
points can represent various phenomena such as locations of trees,
disease occurrences, or in our case cactus’s. The analysis aims to
determine whether the observed pattern is random, clustered, or
regularly spaced by comparing it to a theoretical model of complete
spatial randomness (CSR). Techniques like Ripley’s K function, L
function, pair correlation function, G function, and F function are
commonly used to quantify and interpret the spatial relationships and
distances between points, providing insights into the underlying
processes driving the observed patterns.</p>
</div>
<div id="two-approaches" class="section level2">
<h2>Two Approaches</h2>
<div id="the-density-approach" class="section level3">
<h3>The Density Approach</h3>
<p>The density approach is good at determining explicit local patterns
at various scales, as opposed to the nearest neighbor approach which
looks at the generalized average tendency.</p>
<ul>
<li>K & L detect clustering or dispersion at various scales in a
generalized area.</li>
<li>g looks at specific range bands to determine clustering or
dispersion.</li>
</ul>
</div>
<div id="the-nearest-neighbor-approach" class="section level3">
<h3>The Nearest Neighbor Approach</h3>
<p>The Nearest Neighbor approach is good at describing generalized
average tendencies of patterns, as opposed to the density approach which
focuses on patterns at various scales.</p>
<ul>
<li>This approach considers only one neighbor for each point!</li>
<li>The G Function focuses on the nearest neighbor for ALL points, one
neighbor per point.</li>
<li>The F Function, or the empty space function, focuses on the nearest
neighbor for a set amount of random locations in space, with one
neighbor per random point.</li>
</ul>
</div>
</div>
</div>
<div id="prepare-data" class="section level1">
<h1>1. Prepare Data</h1>
<pre class="r"><code># 1: Load in Data
pts <- read.csv(here("data",
"Fletcher_Fortin-2018-Supporting_Files",
"data",
"cactus.csv"))
boundary <- read.csv(here("data",
"Fletcher_Fortin-2018-Supporting_Files",
"data","cactus_boundaries.csv"), header=T)
# 2: Create a spatstat object with our pts data
ppp.window <- owin(xrange=c(boundary$Xmin, boundary$Xmax),
yrange=c(boundary$Ymin, boundary$Ymax))
ppp <- ppp(pts$East, pts$North, window=ppp.window)</code></pre>
<pre class="r"><code># 3. Plot raw data and density
par(mfrow = c(1,2), oma=c(0,0,0,1))
plot(ppp, main = "Points")
plot(density(ppp,1), main = "Density")</code></pre>
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" width="672" /></p>
<pre class="r"><code># 4. Inspect the Point Pattern Summary
summary(ppp)</code></pre>
<pre><code>## Planar point pattern: 82 points
## Average intensity 0.0262668 points per square unit
##
## Coordinates are given to 1 decimal place
## i.e. rounded to the nearest multiple of 0.1 units
##
## Window: rectangle = [403368, 403424.6] x [3285673, 3285728] units
## (56.57 x 55.18 units)
## Window area = 3121.81 square units</code></pre>
</div>
<div id="utilize-point-pattern-functions" class="section level1">
<h1>2. Utilize Point Pattern Functions</h1>
<pre class="r"><code># Create plotting template
ppp_plot = function(fun_name, none, iso, trans) {
par(mfrow = c(1,4))
plot(none, main = paste(fun_name, "none"),legend=F)
plot(none, . - r~r, main = paste(fun_name, "none"), legend=F)
plot(iso, . - r~r, main = paste(fun_name, "iso"), legend=F)
plot(trans, . - r~r, main = paste(fun_name, "trans"), legend=F)
}</code></pre>
<div id="ripleys-k-function" class="section level2">
<h2>1. Ripleys K Function</h2>
<p><strong>Purpose</strong>: Measures the degree of clustering or
dispersion of points at various scales.</p>
<div id="interpreting-k-plots" class="section level3">
<h3>Interpreting K-Plots</h3>
<ul>
<li><span class="math inline">\(K(r)\)</span> is the expected number of
points within a distance <span class="math inline">\(t\)</span> of a
randomly chosen point, divided by the overall point density.</li>
<li><span class="math inline">\(K(r) > r\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(K(r) < r\)</span>: Indicates
dispersion.</li>
<li><span class="math inline">\(K(r) - r > r\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(K(r) - r < r\)</span>: Indicates
dispersion.</li>
<li><strong>Formula</strong>: <span class="math inline">\(K(r) =
\frac{1}{\lambda} \sum_{i=1}^n \sum_{j \neq i} I(d_{ij} \leq r)\)</span>
where <span class="math inline">\(\lambda\)</span> is the density and
<span class="math inline">\(d_{ij}\)</span> is the distance between
points <span class="math inline">\(i\)</span> and <span class="math inline">\(j\)</span>.</li>
</ul>
<pre class="r"><code># 1: All lines
Kall <- Kest(ppp)
# 5.1: 1:1 expectation (no correction)
Knone <- Kest(ppp, correction="none")
# 5.2: Isotropic edge correction
Kiso <- Kest(ppp, correction="isotropic")
# 5.3: Translate (toroidal) edge correction
Ktrans <- Kest(ppp, correction="trans")
# 5.4: Plot!
ppp_plot("K", Knone, Kiso, Ktrans)</code></pre>
<p><img 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" width="672" />
The K curve is above the dashed curve of CSR, indicating that points are
clustered at a local scale! The K curves do not change drastically with
corrections, which on it’s own describes little to no edge effects.</p>
<ul>
<li>Note that just because there are no edge effects detected in the K
curve, this does not mean edge effects will not be described in other
point pattern functions.</li>
</ul>
</div>
</div>
<div id="l-function" class="section level2">
<h2>2. L Function</h2>
<p><strong>Purpose</strong>: A transformation of Ripley’s K function to
stabilize the variance. This modification focuses more explicitly on
deviations from CSR, and emphasizes the specific scales at which
clustering or dispersion occurs.</p>
<div id="interpretation" class="section level3">
<h3>Interpretation</h3>
<ul>
<li><span class="math inline">\(L(r) =
\sqrt{\frac{K(t)}{\pi}}\)</span>.</li>
<li><span class="math inline">\(L(r) > r\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(L(r) < r\)</span>: Indicates
dispersion.</li>
<li><span class="math inline">\(L(r) - r > 0\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(L(r) - r < 0\)</span>: Indicates
dispersion.</li>
<li><strong>Formula</strong>: <span class="math inline">\(L(r) =
\sqrt{\frac{K(r)}{\pi}}\)</span>.</li>
</ul>
<pre class="r"><code># 1: 1:1 expectation (no correction)
Lnone <- Lest(ppp, correction="none")
# 2: Isotropic edge correction
Liso <- Lest(ppp, correction="isotropic")
# 3: Translate (toroidal) edge correction
Ltrans <- Lest(ppp, correction="trans")
# 4: Plot!
ppp_plot("L", Lnone, Liso, Ltrans)</code></pre>
<p><img 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lDHW8chAq2dI8iQZ/rJbmo73O/SvW8EmpViBXryKwJV72ef5n7oVs2DuH3PuQWaYbKb/e4EAq3tCYGqQaDb30/fKOrIm2e675g6b+S4tWCBVrkFmmGym/3uPATaGunZ01jjGn1LC9qqfzOWbeQ+RW265HgCraoqzp+OQPsJ1PHuIK9Ac0x2s99dq0APr+t9CkKgeo7L++2382XGQKB9SfYlfWdLmgTqedbu+Ndqf6FpBoGmn+xmvzsEmqadQI7K+61cgS6nK9B28gi0tdGTFfILNMdkN/vdHQnU9docgWakOhHodmGeYryILdAIf3sZeTYL9PiMQbdBT9aoC1RZcg8yTHaz3x0CTdNOGK538LZLRqB+JL5usfVU+iCB7v59WJY+zwyT3ex35ynQxmYRaEwQaG3JhASa/LpFHyOGCnS5F6i05D6kn+xmvzsvgbY0i0Bj4joFartkBOpB+usWvQW6+7V79ZM9ZxVonTST3ex3N0igx48gUDmuU6C2S44uUP0fn+ucXcrrFruMWNdi10tQ4wJtJ6JAz3KrBYVA86AMNA0xz9lNRaAZrlvsFuhh/Le/5USgx7vrEmhrswg0Mgi0vqg6f5cUqa24ZLhu0VegPusfHwcEutvn2SkmBJobd3EjLFmxm90wl+y/o624ZLhuMYZAT96cnv/DInKBHvZ59g7p5IW687TU8mSDpjYCSgvaqn8z4zvaIyxZsZvD+0sxuc6BLhNet+gl0KWXQI/PmDo2KaF/Hu3tWKDV7rbW02ek8657LlBhyQgUgZ4smoxA01+36CHQpdOGDWs7BOrXVm6kxVWNAt1TaxeBJqbpExPDJScRqPrPz5Bn8usWdQKtEGhtZ10CrbeLQBNzXNruIibTJccXaISXoJnzTHLdolqgy+W5I7zayk0cge482iZQR1anCxGoFAR6smiaAm0nhUAdjyLQHjurvxCtjqmtikBTU7BA3eMSgUbaTR8Lngq0b1uZiSTQw5vxVoFWx1s3JSgpuXiBnvqzLIE2LkOgSXaDQD32hEAtH+2mF6CGS17GFKi2hZg7VGJQoLufTaO/hDyXdYGehOEU6O4Do3anKktGoAg0Ygsxd6gko0Dbz8gh0G6BHq9euTZBoNFAoFGbiLc/KVkF6vpsCYEe9tQmUFfDCDQhJ4UhUHET8fYnJZ9AGyyAQLf7aRSo+zS9U6Be9SDQEFqemqyWvAaBakGgWrIJdNs4Ak1ES11WS16DQLUgUC3WBOrVVFiFQVv1b8bm0W4L12jJG5IIVJtAEXlKBFodCbTpQBSQp+P5w1ug9Scgz6bCKgzaqn8zNo92W1lGS96QSKDKCIrIs/duugS6bHwmKyDPQIHWQ/XvxAg0AATa9iACjb8X10tQBFrbz2k+CNQSCLT1UQQafS8ItGs/CHTdjMmjfRpu7SImqyVvQaBaEKgWQwLt0VRQhUFb9W/G5NE+8ycCPXoUgUbfy2oTBNq2nwCBLhFoElpfgNoseUcqgQozKD7Pxk0cAq0Q6G4/CHTdjMWjfVoUAj15VGrQ4vP03gyB1vdzJlC/RrYPItCIIFAPgbZ/ebmsscwYEmh1+skzAg1pBIHGp/UUqM2SdyBQLbkFWn9fikCP9hP4LgiBRqf9FKjJkvcgUC0IVAsCFWPxaLe/gzdZ8h5JcR07OQg0RWt5QaBaLAi06lcIAu1J14ExWPIBBKoFgWqRCnRICQg0Gl0lGSz5AALVklWg9YQdkRcu0PBNq147QKA9QaAIdI89gR4/LGwsCQhUjMGjjUC7BXqwaPTW8pJfoFX9n6cCVTaWBAQqxuDRRqA9BCpobvp56gS6RKCD94NA49IpBXsl10jymhCBJtoLAo2wH0eQMZoqWKBDV8hJMoHWzoRGbi0rpgR6uicEGrYpAo3JaUUnV4FaLLkGAtWS9ywvAo2wHwQaldN3pb8h0KaVRO/iybNty4NA47eWAAQqxtzR7nwBaq/kOghUCwLVgkDFmDvaCLT7Y7TdWgg09k4QaNNuhuyn34knBNoLBOrfOxFogp1sN0agx7tBoNtmrB3tzlOg9kqug0C1IFAtMoEO27pPr0WgvTgTaNcatsgh0IFNTj5PBHoAgYoxd7QRaB+B1s/ShTc3bPuoIFAtCFSMuaPdXZC5kusgUC0IVIsZgUZvq1CBetRjreQjEKgWCwKt+u1j+nki0Fozxo42Au35EScCjb0TBKreDQKNBwLtfY3IUINOPk8EesCEQPu+RAhrI2ir/s3YOto+yRor+RiNQHuurhCEUTI8IblLQKDC3SDQWPiUY6zkYxCoFhMCrXoVMvk8h+8Ggcai+yImcyUfg0C1IFAtCFSMraN9Wk1ZAt11qwCBCq7TsQkC1YJAxdg62mcvQBFonw1Dmx2wcWwQqBYEKsbU0fZ6AWqr5FMGCrTfUK1tGN7qdPM87AOB7kCgYkwdbQSKQE+wIdAKgUp3g0Dj4PUO3lbJp2QR6LBIJpvnYR8IdAcCFWPqaPt8Bm+s5FMQqBYEqsWKQOO3VaBATzs6Ak3R6nTzFO0Dgcp3g0Cj4FmLpZLPyCPQgc2GbxsdAwLd7ACBHu0Fge6aMXS0ESgCPcWKQHvsY/J5Dt8LAo2B79OaoZLPGS7QoGd3BBpzHwhUvBcEGgPfUgyVfA4C1YJAtdgQaIrGEOjQ9bKAQLUYEWiCr6BIAwIVY+hoI1AEesbAK5CG72KzBwQaYS9xGytOoJ4XMVkq2QEC1TIwz6G72O8Iger3ErexAgV6/DsCTdZs+LbRMSPQPmsPbS8iCFSMmaN91kcRaLJmw7eNTqbLwpw78l57aHsRQaBizBzts0LKFGivz3tVzYZvGx0EqgWBijFztM9fgCLQNO1OOs+BuzjakffaQ9uLCAIVY+Zoe7+Dt1Oyi4EvBRHoCSYE2u+0ymTzVO8lbmMI1HdNUwwWaGh3QaCObYPPKZ/vqc/Kg9uLBwIVY+ZoI1AE6gCBakGgYswcbf9CzJTsAoFqQaBaEKgYM0cbgSJQBwhUCwIVY+Vo9+iiVkp2MkhkCPQMBKoFgYqxcrR71GGlZCcIVAsC1YJAxVg52ggUgbpAoFoQqBgrRxuBLgcN9wGamGqee4EqqrAu0HfXz+fz+fMXP3WsJyku7V+IQD3wnoppaaZkNxkFGtryVPMsSKD3V9WOy+9a10SgYoyMnjN/FifQauAbTgTq2LYQgd7Pqstv36z48aq6aDUoAhVjZPT0eAFqpWQ3QwUavAME6ti230SerXvqs7KgxV7cVB87/+0AgYoxMnoQ6G6oDxBo8JZh2yVhmECHnNkIriJ5ng9PP/rZ/cs5CFSMkdFzXEbrO3grJbsZItCBDWf4AD8+CLQbBOrcTFxGUzMmRk+fF6BGSm4AgWpBoN0sXlZf7X+5qx6/bVkXgYqxMXoQKAJ1g0A9uKsuvtxYc/FqVpOpAwQqxsboQaCDBTrkCqiBDccEgfpwu/o75/P56sfnrWsiUDEmRk+/Xm6i5CYyCjS4p00yz2VJAl2+/+GT9VuQR190XEmPQMVYGD09O3m2kt99M3/you0E03KQQAM3HLwLC12gERsC7dusXRCoGAtHu2cNuT7lXL9Pqi5aTzEhUDEIVAsCFWPhaI9DoKsz9W/efB/rTg8E6mSgQBVnRkKaNYuiuMSZIlBxCXkEurtW5DbSnR4I1MmA4mRzMfVuN3WLdVzXgVZ1hjeBQOvN5B894xDormPez+JcqCwRaNA+DHSBZoYKNMNfh0C1INCuCk5KaL+IKbdAo9zpoenZCPRk0zx/WOY83//a9igCFZN/9JxVYFOgy5vNyc/7WYQ7PURdEoEeb1qkQNtBoGKyH+3eL0BzCLSqHn16PVud/FxEme0GgTaBQLUgUDHZj3bvF6AZSn59/Wz1Hnv9Rr5qfQePQMUMuTGhJIG+/tft+6LFN/8U+154BFpvJvPoOT8YBgW6YvH6+vcrgX7WfiU9AtWCQH14NVvNRb++CSnBbEyJ/0AE2qv99qnsnJtYAoFqGSRQaSU9Wk7d4l1VPXm+nYsege42E5fR1Iw9gfbexBIIVMsQgUoL6dNy6hZv1jOIvFobFIHuNhOX0dRM3tFz3jwCTd+4ou1IINBuHp5uLhC5q2qX2zWAQMUg0J5EuVAZgTaBQLvZd8nb6vFbBLrbTFxGUzPWBBpnGx0INCkItJvFy938DB/eyyPQ3WbiMpqaQaA9iXGnBwJtAoF6cLObRXnxsvq76AJN/fch0LbWxyfQdhColgECldZhuuX72e7q5Ierqv1CZQQqJrdAU22UiqwCDbt2Z4J5DtlwMBlafne1s+biTwh0u5m4jKZmco6eMG9McMCXKVDrM/yPruU1i/+IfCcSAj1qJq9A022VCATazVhm+B9dyx4gUDE5j7ZjtHdfxDTJDqr6k8YkUPsz/I+uZQ8QqJi8Aj1bZFKgD8/mdZ7EmA80sLSz/YxGoCOY4X90LXuAQMVkPNrOF6AWBbr4+uhCzygTKgeWdraf0Qg06gz/+WYSWU5aoNXwXQQ0ikC9m/bxZ46SO14m1QgTWMECjTXDf1BlEiYr0E3vSp4tAvVv2qpAlzdV+2cde/IKNKh3ZzoHOoIZ/sNAoFoQqH/TZgW6eNk+j/Ke/ALtvasMAh3JDP9hIFAtCNS7aa9ToHlK/uvzP3qth0A9GMsM/2EgUC0ItKnloIuYptdByxPoijHM8B/G1PpnbVsEet7M+D6snFoHVQo0pICp5blEoM0gUDEIVAsC1YJAtSgEqqvGs9mwzcRlNDWT62iH9/GpdVAE2gIC1YJAxWQUaPotExAkUOV4H5tALU9QHcbU+mdtWwR63gwClRLiLwR6AgKNBgIVk+toD+jiE+ughQvU8gz/YUysf9a31Z5t8m42bDNxGU3NZBPo2SK/i5gm10FLF2g7CFTLUIFmSBaBOptFoPstEGgzCFQLAhWTTaDnyxBongomludmKwTqZphAlwj0rJksR9v9AhSBZqlgYnmGbyVignnut0WgZ81kEuj5Ml9/Tq2Dbrplxgomlmf4ViImmOd+WwR61gwClYJAuxnPDP9BTKx/Hm2LQM+ayXG0nUcBgWaqIHmekWf4z3KtzXH7dkGgYjIJ1LEQgWaqIEOeY5nhP4iJ9c+jbRHoWTNmBJpo68ggUC/GMsN/CBPrn8fbItDTZjIc7YEHYWIdtEiBjmWG/xAm1j9PtkWgJ81kEWjOzeOSX6C9S8iS50hm+A9hYv1Ts+0AEKi4zYl10DIF6gsC1TKguFx3JyBQcZsT66AItA0EqgWBiskQytADMbEOikDbQKBaEKiYLAI9X+Z9DVPD9mZAoFpC8sxxrc1RARkb7wKBisnxoRoCPdkCgTaCQLUgUDFGrkooV6D6a0MQKAJtBIGKQaBaTAi0396mlScCbSW4uHyhItDuFr2nsmvagRkQqBYEqmWIQKWF9Gk5bDNxGU3NpI5l8AvQiXXQWAL13+W08kSgrSBQMQhUiyGB+u5zWnnqP5QLKMAuCFQMAtViUKBdO59Wngi0FQQqJnUsguMwrQ6aQqDte59Wngi0FQQqJr1ALewiHmECFZewFWi1PFFpqgqEIFAtCFQMAtViQKCbvn74DloEmpaJ5Tl0w8EgUHF70+qgMf6aI4F2fiY9rTwRaCsIVAwC1dKvuCrOvBcIFIE2gEDFJM5F0dyEOmikSxbrAu1uYkJ5brdAoI0gUDEWBNrrIqZJddBIl3wjUATaAAIVkzYXd89GoBGKOBJoayMTynO7BQJtBIGKSS1Qx8JeN8I37cQKCFQLAtUSWlzGSBFoR2s9/TmlDppMoG2tTCjP7RYItJFQG2X8oxBoR2sINEYRdYG2VzWhPHcbINAmworL+oyEQDtaQ6Axiji8+ESgaZlWntutEGhTM9kF2vcU6JQ6aGyBLhFoeqaV53ar4gT67vr5fD5//uKnrmZSJiN5ATqlDhpXoIcGEGhCppXndqvCBHp/tX/7dvldezPZBZppL5FAoFoQqBYE6sP9rLr89s2KH6+qi1aDpkxGdBgm1EERaBcIVAsC9eGm+tj5b1czSQVqaTdxsCrQlnYmlOcSgXaAQD14ePrRz+5fHM0gUCm9BRqriKIFmpX8FbSAQD1AoPnoK9BoVRwJtHUETCjPkA3k5K+gBQTqweJl9dX+l7vq8du2ZtIlo2pqOh00Wr+sauJEoInJX0ELCNSHu+riy401F69mNZm6msks0N4XMU2pgyLQTnq/os//1+SvoAUE6sXtauDM5/PVj8/bm0GgUuwI9KiJYgSa9zb4bRG5K2gBgfrx/odP1p3p0RcdV9IjUC0IVIuJqxr6YaCEZhCogqpOxHZOGz1f2Ps+zuWUOmgSgXa2NJ08EWgnoQJV1xG/8QkK1LEwwJ8T6qDpBNpW13TyRDVfIhsAACAASURBVKCdIFAxCFSLGYHu/3X6D8fKcYqQgEC1IFAxyaJxd20EGqmKsx0j0FQYKKEZBComoUAdC0P8OZ0OGm+0I9CMGCihGQTqwcOzeZ0nFu5EEvbsyXRQBNoNAtWCQD1YfH30KZGJWzmF7UymgyLQbhColoDiqsx3J+R4C3/bPgVTvRkEKgWBakGgWhCoHzftN3DWmkGgUnoUF3G0O3aMQFNhoIRmEKgfi5etb9xrzSBQKQhUS2+BxiqkTxG5K2gBgXry1+d/9GsmTTTKZqbSQRGoB30FGquOHpgoogkEKianQIMuYppOB434cskp0KbmppKnkRegE8pzvwkCbW4mSTu6q+iX0+mgaf8OBJoKE0U0gUDFpBKoaykCTUjzvAdTyROBehAk0Ly5IlAE6lwPgXqAQLX0Ly7tlEPOAsI2E5fR1EyKdqTv4KfRQRGoHwhUCwIVk0igrqUING4ppw0i0DSYKKIJBCoGgWoxK9DmT5Emked2ZQt/SrYi3n0zf/Ki7RsklwhUDgLVgkC1INButt9cvv4itOqi/RbEEIFmzhWBihsxMUqaQKBa+hRnw5+5BLr6Kt43b76vLr5rWxeBikGgWuwKtLG2SeS5WdfEX5JHoIuXm+kvOuYRQqBiEKgWBKoFgXazFuj2ffzyfiaevhKBtjeDQKX4CzR9r0SgScgr0N3PBhComATRqFVhY5g0YF+gZ81OIs+lvp+Fkukc6M3m5Of97HHbB/EIVEwSgdrenxQEqgWBdvPwtKoefXo9W538XNxwDnS7mbiMpmZyCTT0IqaJDHgE6kc/gUYsxJ/0Zby+frb97p4PLm2fCBiBiokfTUP6CBSBetBLoBHr6EGeOhavr3+/Euhn7VfSI1AxKQTqWvobAs0j0PNmJ5Fnv1WjYqUOJwhUTD6BindoBNsCdQ6GSeTZb9WoWKnDSZBA8/5JhQtU/g5+Gh00l0AdzU4kTzN/h5U6nCBQMQkE6lyMQPMJtDpdnLiOPiDQnriuA63q9N0hAm1vJo9AB/jTzEBxMgqBHrc8kTzN/B3TEuj2xLmmuCDKFqj+HbyZgeIEgWpBoH15/2vbowhUTHyBjmGXOuwLdIlA42KlDidhAs0KArW/Sx0IVAsC1YJAxUTOJ4Yl8h/SFkYg0NO2J5Knmb/DSh1OEKiY6AIdxz5lWBeoo23y1GKlDicIVAwC1WJ5wCPQJFipwwkCFYNAtVge8Ag0CcnreHg2r/NEOh9o/lRLFmiEi5gsHNIWLA/4Q5MINCLJ61h8fXShp3ZC5fypli1Q52IEGnZTyECOBFrVFieuow8I1IeOL0KqgUDFRM2nqU8j0CwCXSLQFOSo46Zq/zbjPQhUTGSBOhcP86eBQ9pCH4FGLsXZ6qH52tLkhfiDQL1YvGyfR3lP3+IMhFquQOO8ALVwTJvxFmiOP6N2QBBoNLLU8dfnf/Rar19xJkItWaDu5QgUgfqCQLUgUDEZBDpgMvq23drAp7iNPRGoDwhUCwIVk0WgUXZrAwSqBYFqQaBicryFt7lbDf4CzYDbmqPPc7OehbG+xkodThComIgBxdq1gWPajGmBnhRx9i+DIFAtCFQMAtWCQLUgUC0IVAwC1YJAtSBQLQhUDAL149318/l8/vzFTx3rIVAtCFQLAhWDQH24v9pP1XD5XeuaCFQLAtWCQMUkF+jQi5hydND7WXX57ZsVP15VF60G9ROogX6JQGNhpQ4nvQUaq5A+RYRtJi6jqRkE2s1NbbKbm/aJbxCoFs/i8kzO4sZKHU76CjRWHT0oVaBR5gLd7HjoHnpy9FXbru/droFAtfQRaORSfDFTiAsEKiamQF1Lh97H2bjjiCDQfCBQLQhUTHqBRtpxRBYva7Mt3lWP37asi0C1eAvUzp9hphAXvYoz0E2XCPSYMQr0gzQvvtxYc/Fq1j51rUdxNs7XTUigVa65BdyYKcQFAhUTLaJop0BzdNDblfLm8/nqx+eta45IoNX+X1kLaQeBakGgYiIK1Ll4nAJdvv/hk7X2Hn3RcSU9AtWCQLUgUDGpBWp6zwLGJNBtEflracFfoGawVMsZCFRMrIgiZm/iqDYxGoEuEWgkLNVyBgIVE0+gcfYbd9fDQaBaEKgWBCoGgfbEdR1oVadzDwh0OcHJWQ5YquWMngKNVkcPihRozOgRqIScAp3g5CwHLNVyRp/iLPTSJQId1b49eP9r26MI1IMpTs5ywFItZyBQMXEyaopecBHT+DuoEYEu8wl0ipOzHLBUyxkIVEwsgbqXI9ClHYHuik1eyyTnFjhgqZYzEKiYpAKV+HP0HRSBItBs9CjOSqoFCjTqO/jRd1A7At2QvJZJTs5ywFItZ/QTaMRC/ClSoO7lCHSzSukDfoqTsxywVMsZvQQasY4eINAdgrlAW/Yej4dn8zpPhr3lrIxddZOjmAlOznLAUi1nIFAxaQUac+/xWHx9dKHnwHN2CHQ5xclZDliq5QwEKiZGSnHfwed5xdR6rU0NBKoFgWpBoGIipNTYm8cr0OVN+5m6AwhUCwLVgkDF6FOK3plzHNjFy9Y37gcQqBYEqgWBiokhUPUeUzfg4q/P/+i1np9ATZG3nsnMLbDHUi1n+BZn6FkegY6tgSEg0J4g0KQgUDHylOL3ZSsH1klXccYG+4rM9UxlcpY9lmo5A4GKiSBQ8Q4ztDAAH4GmqcQbcwXVQaBaEKgYBKoFgWpBoFoQqJh0AhVdxDTyDmprrK8xV1AdBKoFgYpJJlDRfZwtLZgAgWpBoFoQqJiEAo3dghcP//AHVR1OShNo7jyX9j6XG3ue2/XMhFqWQGPfhrQc2kHbp58cTHECDciTyVmayd0/D+uZ6ailCbThASMCXd60fwfPUEoTaEieTM7SQub+eVjPTEctSqAtL0CNCHTx0ndekCCKE2hQnkzO0kjm/nlYz0xHLUygDQ/o/DnwLdK/fHH1uOvLyAdQmkAD82RylgZy98/DemY6KgJdYUagT1c949EX/y4r55jiBBqWp3hyFlOMun8e1jOTKwIVM7CNv/z5H2er3nHxWdt38YTSXpy1K27WZMmTyVmayNk/6+uZyRWBihG0sfjLD8/aP7wIpTyBrsiV52YNY4GOPM/demZyRaBirBxYJ2UKNB6lnRKJDQIVg0C1IFAtCFQLAhWjTSlJ5lYOrBMEqgWBakGgYhCoFgSqBYFqQaBiEKiWboGmqsQbgyUdQKBaEKgYaUoJboRfjrqD2umVNQyWdACBakGgYsQCdS8X3sfZ0oo/D/812oQNRQo0W54mEx11nof1zASLQLUvQMfcQe30yhojztNkoqPO87CemVyHCvQvf37+/Pn/yH1r16CdIdD9o2a65YER52ky0VHnuV/NTq6DBPruMPPXkyhTDCBQLQhUCwLV4i1QO6dyBwh0M3HixXw+/2T1jxg3xyJQLQhUS5GXhSHQOuECfff04rN/231r9uIvX88izLWaQqDaz5DG3EENDvfR52ku0RHnWV/NTK7BAr2f//PJS85XfyM3qDKmpr6s9eeYO6jB4T76PM0lOuI8+66WhFCBLv7l/KTnu39QJ6sVqG5fUZtBoHVGnqe5REecZ9/VkhAq0P/jerX58M/DijlvBoFKQaBaEKgWn+IsvX9fhgv0V+fi9+IPkhCoFgSqBYFqKUigmx9Wvic67a4it7P47zEm+15TpEDJs86I89yvYynWgQI18j3RPnsajUAjUuSAjwh5ailOoFa+Jzrlnqw0FAIDXgt5ailPoEa+Jzp8T+KLmEbdQRnwfSFPLcUJ1Mr3RIfvCYH6PpoJk0XtQKBayhOoke+JDt8RAvV9NBMmi9qBQLX4CdRUrAPfwhv5nujgHYnv42xpyZOcs1tZ6pd7Rp2nwURHnOduHVOxDhXoivzfEx28I7k/B5WceXYrS/1yz6jzNJjoiPPcrWMqVoVA46FKqjFySwLNPruVpX65Z9R5Gkx0xHnu1jEVaykCbXjAkEDzz25lqV/uGXWeBhMdcZ67dUzFGirQP7uefx7+27BizpuJLFC9P4NLNjC7laV+uWfUeRpMdMR5blexFWuoQO8drlz8izrR6K9A9QQ2ZWF2K0v9cs+o8zSY6Ijz3K5iK9bgt/C3f3ua6LtnXw2v56SZYgRqYXYrS/1yz6jzNJjoiPPcrmIr1vBzoLfVZ3WF/uVZ9aWmpHozpQh0sTm5dDo5S9rZrSz1yz2jztNgoiPOc7uKrVgHfIj0y6yqHn36fMWzT6oqxl3xxQh0S97JWSz1yz2jztNgoiPOc7uKrViHfAq/+NNsf13YxQvLF9KPRaB5J2ex1C/3jDpPg4lmyfPd9fP5fP78RdfFo4UJ9AO/fD2fVRfzf4o0LagoqZSJD2sq6+QslvrlHvLUkiHP+6v966zLdv+WJ9DIyATqXBzhIqahb5GyTs5iqV/uIU8t6fO8n1WX375Z8eNVx4k+BCqmOIFmnZzFUr/cQ55a0ud5U33s/LcDBCqmNIHmnZzFUr/cQ55akud59MFTx6dQvgL1bDoFCFSMoORck7OY6pg7yFNL8jwRqHOzk98fnv6t4U/h3bvRT2XX3JYRyhzw8SDPbhYvq8MNNnfV4zZPlCxQy9PZNQlUsnOvtozAgNdCnh7cVRdfbqy5eDWrWu9W7C5uZU9TuSJQMYElW5icxVTH3EGeWjLkebt60Tifz1c/Pm9dE4GK0USV8hRoaMkWJmcx1TF3kKeWHHm+/2E9g2j16IuOS6D8BGqKggUah9DGDEzOYq1vriFPLSPOc7OGsVDDBfrwX5682F8PhkAHN5Z/chZrfXMNeWoZcZ6bNYyFOkCg64tqLz799s0SgSoayz45i7W+uYY8tYw4z80axkId8BZ+8ZfrZ5v7Ah790/+cIdDBjeWenMVa31xDnlry5ul6oVXV6drBlAS6ZvH6m/Wna5a/lXMsAl1mnpzFWt9cQ55a8uYpEGhgy7GQfIj0/sdvPrEr0LSZmzvCdYob8JEhz768/7Xt0a7ijF1Ev0L0KXwkIgo0zkVM2TtoOwx4LeSpBYGKiSfQOPdxNrVmBQa8FvLUgkDFxBSoYM/erVmBAa+FPLUgUDEIVAsDXgt5akGgYooVaJbZrcx1zhXkqWXEeSLQ/s0I2nFnbl6gzF+5gTy1JM/z4dm8zpMh84Ei0L7NSATqWBjNnwx4MeSpJXmei6+PLvQcNKEyAu3bDAKVwoDXQp4+3LZ/EVINBCommkDjwYDXQp5acuR50z6N8gEEKqYkgWad3aoyN1HtjnHm6fFoJnLkuXjpuXZXngi0bzMlCTTn7FZTFGj22cLIc8dfn//Raz0EKqYkgWad3WqCAs0/Wxh59gWBihHElTrxge1lmt1qigJdk3O2MPLsS7dAIzQ6DAQqRtFe+tmtJivQNZlmCyPPviBQMZEEGu8iJqOjZkehAo1GoQKNBgIVg0C1IFAtCFQLAhWDQLU0FLc9O2+ydJNF7UCgWhComDgCjenPUXZQ3+9TyIHNqrYgUC0IVMzwwFK/AB1lB0WggSBQLQhUDALVgkC1tJxTbns0JyaL2oFAxUQRaLRv82hq0A4IVAsfymlBoGIiCXToTns2aAcEqgWBakGgYuK8hY+KwWN8AIFqQaBaEKiYwYGlT9zgMT6AQLUgUC0IVAwC1YJAtSBQLQhUDALVgkC1IFAtCFQMAtWCQLW05mmzdJNF7UCgYhCoFgSqhTy1lHNjwkgE6ujEcS9iMnqUd7QP+MTF+GG0rA0IVAsCFTNcoGeLEKhjqd3xPsY8TQdqs6otCFQMAtXiLK6yPN5HmCcCDQaBihkYmdOfCPRsodXBvsJuZUsEqgaBiokh0EF7DGrTDghUCwLVgkDFDIvM1YURqGOh1cG+wm5lSwSqBoGKGRSZswcjUMdCq4N9hd3KlghUDQIVM1CgjoUI9GyR3cG+wm5lSwSqBoGK0Qs0OiaP8g4EqgWBakGgYhCoFgSqhRsTtCBQMUMiy9SDTR7lHQhUCzcmaEGgYoYJVFeH/Wb9QKBauDFBCwIVg0C1nBdne7QvR5fncn9Vg9HCjZa1AYGKQaD+vPtm/uTF2/Z1EKgWLgvTgkDFiAUa/Romd7NxeXj60c8fftyuh+3FV63rIlAtCFQLAhWDQLvZCPSuuvjyzZvvq4vv2tZFoFoQqBYEKgaBdrMW6OJltX7teVt93LZug0BzXbHgg93KlghUDQIVg0C7WQt0+z5+eT/b/GygSaA2++Yau5UtuapBDQIVg0C7ORLo7mcDboE6H7CC3cqWCFQNAhUzIDKnPycr0OXN5uTn/exx2wfxCFQLAtWCQMWoBTqklvB24/LwtKoefXo9W538XNyEnAN1PmAFu5UtEagaBCoGgXrw+vrZasSu38hXre/gEagYrmrQgkDFhEeWLew8DS9eX/9+JdDP2q+kR6D+cGNCehCoGASqBYF2w40J+UCgYhColkaB2oUbE7TYrWyJQOUgUC0ItBtuTMgHAhUTHFm+Hpz3KLuuA63quB5MU1og3JigxW5lSwQqZ4BApXWMouUVCHQw3JiQDwQqRinQJBcxZT/K739texSBdsONCflAoGIQqBbXgM9RRw+4MUGL3cqWCFSOUKBJ7uN0tmwIBOoBNyZkA4GKkQp0YC3BLSfg3fXz+Xz+/MVPHeshUE+4MSELCFQMAvXh/mr/GdFl62WLCFQMAtXSWNz24rCkxfgxTYE6PhmZrkDvZ9Xlt29W/HjV98Jvk33yCNMV8qGcFgQqJlygp0tSnQLNcJTrH3T0/dDDZJ88wnSFCFQLAhWjFOjQWoKbjszRpYp9r1s02SeP4LpaLabLQ6BidAJNBgLVgkC1mC4PgYoJrS5j0snb3t22veau6nfht8k+eQQ3JmgxXV6rQG1WjkDFpG97NXHQxpqLV7Oqdf41BKqFqxq0IFAxCNSH9dSV8/l89ePz1jURqBYEqqWhOMtTBE5RoFmjztH2+x8+WXewR190XEmPQP3gxoQ8IFAxoQJV1zGWxrtAoD5wY0IuEKgYlUCTXcQ0tg5quto13JigxXSFCFQMAtXCgPeAGxOygUDFIFAtDPhuuK42HwhUjEigye7jdDVuCQZ8Nwg0HwhUjEygglpCG7cEA74bbkzIBwIVg0C1MOA94MaEbLQLNHExfiBQMUaP8wYGvA/cmJALBCoGgWphwHvBjQmZQKBiuJBeCwNeC3lqcRdn155LBCrH7qFenhZXGZ0h7AjTFSJQLc7iDL/8XE5SoHnTtnuolwhUDQLVgkDFhFSXOWy7h3qJQNUgUC0IVEyYQPV1jKf5dhCoFgSqBYGKQaBaTgVquGPuMF0hAtWCQMUEVHeWdcprmJaj6qCmO+YO0xUiUC2O4izfhbQin0DffTN/8qLtPrlloEBPFiDQAwhUCwLVgkA92M7PsL7do7povVMOgYpBoFoQqBYE6sFGoKsbjt+8+b7vhLXdINAWEKgWPpTTgkA9WAt0N+XNbc8Jazs53wKBHkCgWhCoFgTqwVqgu3kW72fn8y1WdXoXdv4CFIHuQaBaEKg/YZ95BIsgFZkF6pqwVi3QwDoDsXuolwhUDQLtZthnHgj0jE2gN5uTn/ezfhPWdoJA20CgWsizm2GfeWwztZtrDoFW1aNPr2erk5+Lvl/a1Un2pLMX0AYDXgt5djPsMw8Ees7r62erVNZv5KvWr5xBoGIY8FrIs5vOzzxquAXqfMAKmS6kX7y+/v0q1s/azyojUC0MeC3k2U3nZx41EKiY3tXlDzp/BS0w4LWQZzfDPvNAoINAoFoY8FrIs5thn3mYjxSBislfQQsMeC3k6cGgzzzMRzpxgaa+iIkBr8Z0heTpSfBnHuYjRaBiTB9vBrwW8tSCQMX0re407dT3cS5H1UEZ8EMhTy0IVEx/gR7/nt6fY+qgDPihkKcWBCoGgWphwGshz570nvvCfKAIVIzpI86A10KePUGgu83EZTQ1M0ygGU6B2j7iDHgt5NmX97+2PYpAxQwWqLCWsBJswYDXQp5aEKiYntVZSNtCDY0w4LWQp5az4kxXu2ZKAjXRfS3U0AgDXgt5+vHu+vl8Pn/+4qeO9RComL4CjVVHD0wU0QQDXgt5+nB/tf+M6LJ1PmUEqgaBamHAayFPD+5n1eW3b1b8eNV3RvrJ5olAmzBRRBMMeC3k6UF9Bqa+szFNNk8E2oSJIppgwGshz26OLv3sO6HyZPMcg0BzXMRk/JCfDfhchfhjukYE2g0CdW4mLqOpGQQqBYFqQaDd7L5Pbs1d1W9G+snmiUA9i7AFAtWCQD1YfaPxxpqLV7Oq9YvhEaiYXtWd9N4c93EujR/y0wGfq44emC4Sgfpwu8plPp+vfnzeuiYCFdNToEe/5vGn7UOOQLUgUC/e//DJOptHX3RcSY9AxSBQLQhUCwLVgkDFIFAtCFQLAtWCQMUMEGgmf9o+5AhUCx/KaUGgYoa8As2EjSoaQKBaEKgWBCqmT3VGsjZShhsEqgWBakGgYhCoFgSqhTy1nOVputo1CFSMkTLcMOC1kKcWBCqmR3VW3j8ZKcMNA14LeWop56oGiwKNWEcPrNThhAGvhTy1IFAxwQLNdRHTyDporjp6YLpI8tSCQMUgUC0MeC3kqQWBikGgWhjwWshTCwIVg0C1MOC1kKcWBCoGgWphwGshTy0IVEyoQDPNBXpWhzUY8FrIUwsCFRMuUH0tIXVYgwGvhTy1IFAx/tVVCNQDBrwW8tSCQMX0EWjMOnpgphAXDHgt5KkFgYpBoFoY8FrIUwsCFYNAtTDgtZCnFgQqBoFqYcBrIU8tCFSMb3WGgrZTiQMGvBby1IJAxfgLNG4dPTBUyjkMeC3kqQWBigkTaMaLmEbWQXPV0QPTRZKnFgQqBoFqYcBrIU8tCFRMkEAz3se5HFkHzVVHD0wXSZ5aEKiYQIFGqcUT04ecAa+FPLUgUDEIVAsDXgt5akGgYjyrM3QKdFwdNFcdPTBdJHlqQaBiQgSa15/j6qC56uiB6SLJUwsCFYNAtTDgtZCnFgQqJugtfF4s1XIGA14LeWo5E2iuQvxBoGIs1XIGA14LeWpBoGIQqBYGvBby1IJAxSBQLQx4LeSppZw8EWgTlmo5o5wOmgby1FJOngi0CUu1nFFOB00DeWopJ09TAq2vlfkiJuNHvZwOmgby1FJOngi0CdNHvZwOmgby1FJOnpYEWiFQX8rpoGkgTy3l5GlLoId/Z/en7aNeTgdNA3lqKSdPQwK19QLU9lEvp4OmgTy1lJOnKYHWfkGgrZTTQdNAnlrKydOoQPNORr/G9FEvp4OmgTy1lJOnWYHGq8UT00e9nA6aBvLUUk6eRgVqAGPlHFNOB00DeWopJ08E2oSxco4pp4OmgTy1lJOnHYFam7LFWDnHlNNB00CeWsrJ05JAE9TRA2v1HFFOB00DeWopJ08E2oS1eo4op4OmgTy1lJMnAm3CWj1HlNNB00CeWsrJ06RADVzEZPyol9NB00CeWsrJE4E2Yfqol9NB00CeWsrJ04xAKwTag3I6aBrIU0s5eRoS6OHf5Qr03fXz+Xz+/MVPHeuV00HTQJ5ayskTgTaR4ajfX1U7Lr9rXbOcDpoG8tRSTp4WBWrCnxmO+v2suvz2zYofr6qLVoOW00HTQJ5ayskTgTaR/qjfVB87/+2gnA6aBvLUUk6eCLSJ5Ef94elHP7t/OaecDjoMzinnoZw8rQjU2p3wCFQN55S1mC6ynDztCDRJHT1IXtHiZfXV/pe76vHblnXL6aAD4JxyNsrJE4E2kb6iu+riy401F69mNZk6KKeDDoBzytkoJ08jArX3Dj7HUb9dvdmcz+erH5+3rllOBw2HUyL5KCdPMwJNU0cPcpT0/odP1mfsHn3R8alHOR00HASaj3LyRKBNGCzpQDkdNBzOKeejnDztCdTGRUzGj3o5HXQAnFPORjl5ItAmTB/1cjroEDinnIty8jQnUCv+zHzUXefsqjrbZb9tWZr+fVN97xAGwznlTJSTJwJtYgwCrX47EZbR3zfVDwokLuUM+DSUk6cNgVYI9JT3v7Y9uhPo0Q/bmC6ynAGfhnLytCLQ3b9+Q6A+IFAt5Qz4NJSTpwmBWnwBavuoI9CecE45KQhUTJdA9/8sXKA9Zw9CoL5wTjkpCFQMAvWh9+xBCNQbzimnBIGK8RaoHdIX1X/2IAa8CPLUgkDFIFAP+s8exIAXQZ5aEKgYBNpNyOQXm58m8zuFc8paTBeJQMUg0G4QqBrOKecCgYpBoN2EzB6EQFvgnLIcvmPqbDNxGU3NINBuAmYPQqAtcE5ZDN8x5dhMXEZTM34CtXMRU5aj3n/2IATaDKdExPAdU67NxGU0NeMl0N8KF2j/2YMY8M0gUDF8x5RrM3EZTc14CjRFLZ6YPuoM+G44p6yFr0hxbiYuo6kZBCqFAe8B55SlIFDnZuIymppBoFIY8D5wTlkJ3zHl3ExcRlMzPgI1dQrU9lFnwHvBOWUlfMeUazNxGU3NtLVj8gWo7aPOgNdCnj7wHVOOzcRlNDWDQKUw4LWQpxd8x9T5ZuIymprxEagtbFa1hQGvhTy1IFAxCFQLA14LeWpBoGIQqBYGvBby1IJAxSBQLQx4LeTZE75javdHB23Vv5mWdox2V6NlbWDAayHPnvAdU7s/Omir/s0gUCkMeC3k2Re+Y2q7mbiMpmYQqBQGvBby1IJAxbRUt3u5b+sqUONHnQGvhTy1IFAxrQLd/ESgPWDAayFPP/iOqbPNxGU0NdMp0N8QaA/2xa3/YbrUHaaLRKA+8B1Tjs3EZTQ109iO1Regto86AtWCQD3gO6Zcm4nLaGoGgUpBoFoQqAcBM9JPP08E2oTpo45AtZBnN3xFinMzcRlNzTS1c/gMHoH2gAGvhTy7QaDOzcRlNDXTLNDNT3P+tH3UGfBayLMbvmPKuZm4jKZmugRqD7uVLRnwasjTA75jyrWZuIymZhCoFAa8FvL032BfSAAADlpJREFUge+YcmwmLqOpGQQqhQGvhTy94DumzjcTl9HUDAKVwoDXQp5aEKgYBKqFAa+FPLUgUDEIVAsDXgt5akGgYjoEau8iJuNHnQGvhTy1IFAxCFQLA14LeWpBoGIaqtvN/Y9Ae8KA10KeWhComEaBrn/Yu49zafyoM+C1kKcWBCqmS6BpquiF6aPOgNdCnloQqBgEqoUBr4U8tSBQMQhUCwNeC3lqQaBiWgVq0p+2jzoDXgt5aiknTwsCtYnl2grqoGkgTy3l5JlVoKaDHUlxq3+ZLnWH6SLLGfBpKCdPBNrESIpDoArKGfBpKCdPBNrESIpDoArIUwsCFYNAtTDgtZCnFgQqxlmd7VxNV8eA10KeWhComBaB2ryIyfhRZ8BrIU8tCFQMAtXCgNdCnloQqBgEqoUBr4U8tSBQMa7qtssQaAAMeC3kqQWBimkWqFV/2j7qDHgt5KkFgYpBoFoY8FrIUwsCFYNAtTDgtZCnFgQqxlGd4W/zWGP6qDPgtZCnFgQqxinQNE2HYro+BrwW8tSCQMUgUC0MeC3kqQWBikGgWhjwWshTSzl5ZhOo+VBNF1hOB00DeWopJ08E2oTpAsvpoGkgTy3l5IlAmzBdYDkdNA3kqaWcPDML1OxFTMaPejkdNA3kqaWcPBFoE6aPejkdNA3kqaWcPHMJdOdPBBpErbgP/zRd6g7TRZYz4NNQTp65BZqm+RBMH3UEqqWcAZ+GcvJEoE2YPuoIVAt5akGgYhCoFga8FvLUgkDFuAVq2Z+2jzoDXgt5akGgYhCoFga8FvLUgkDFNLyFt4zpChnwWshTCwIVg0C1MOC1kKcWBCoGgWphwGshTy0IVAwC1cKA10KeWhCoGASqhQGvhTy1IFAxCFQLA14LeWopJ888Aq1W3yhn+iImOqga00WSp5Zy8swl0KXxq0DpoGpMF0meWsrJE4E2Yfqol9NB00CeWsrJM59AjfvT9lEvp4OmgTy1lJMnAm3C9FEvp4OmgTy1lJMnAm3C9FEvp4OmgTy1lJNnFoFuPoNHoOGU00HTQJ5ayskzk0DtvwC1fdTL6aBpIE8t5eSZTaDmMV1kvbj1RbX2MV1kOQM+DeXkiUCbMF0kAtVSzoBPQzl5ItAmTBeJQLWQpxYEKgaBamHAayFPLQhUDALVwoDXQp5aEKgYBKqFAa+FPLUgUDGnAjV/EdN4OigDXgB5akGgYhCoFga8FvLUgkDFIFAtDHgt5KmlnDzzCNT8fZxLOqga00WSp5Zy8swl0DTNDsH0US+ng6aBPLWUkycCbcL0US+ng6aBPLWUkycCbcL0US+ng6aBPLWUkycCbcL0US+ng6aBPLWUkycX0jdhushyOmgayFNLOXki0CZMF1lOB00DeWopJ08E2oTpIsvpoGkgTy3l5IlAmzBdZDkdNA3kqaWcPBFoE6aLLKeDpoE8tZSTJwJtwnSR5XTQNJCnlnLyzCHQ336bcKBpKKeDpoE8tZSTJwJtIttRf/fN/MmLt+3rHBU36Q46nL55TnvAp6GcPDMI9IM/JxxoOA9PP/r5w4/bVYerLr5qXReBdkOeceAJ6WgzcRlNzSDQTjYD/q66+PLNm++ri+/a1mXAd0OeWkKfkBCoAATazbqDLl5W6655W33cti4Dvhvy1BL6hIRABdSq+w2Bull30O3T/PJ+tvnZAAO+G/LUwhOSczNxGU3N1AVq+/z3jrwDfvezgXI6aDjkqYUnJOdm4jKamkGgnWz65s3mvdH97HHbefpyOmg45KmFJyTnZuIymprhQvpOHp5W1aNPr2er90aLG94iDYU8tfCE5NxMXEZTMwi0m9fXz1Yn3NfP81XrE3xBHXQA5CmFJyTnZuIymppBoH4sXl//fjXgP2u/0K6cDjoQ8tTBE5JrM3EZTc0gUCnldNA0kKcnPCGdbiYuo6kZBCqlnA6aBvLUUk6eCLQJ00WW00HTQJ5ayskztUDXXyc35UBFcJmIFvJMSjl5ItAmGPBayFMLeWrJI9B318/n8/nzFz91NbNt5zcE6sn7X9seLaeDqiBPKQh0t9mQNu+vqh2XrXML1ARa/8009oqs6hwvz1aTP/aKJM8B8IS03WxAk/ez6vLbNyt+vPKcnQWBDoABr4U8tRSZ55A/rX43guedCQi0nb6nRLa/kGcD5JkQBNqPo9MgrnMi54Gup7KrJh3oEPqfEtn+Qp5OyFMNT0hnm4W3GCTQ0fgzQwcNOCVy/otZyFPLmJ6Q4palIb1Ad3Orrrmr/GdnGQfpSw44JTIiyFPLeJ6QxkGGc6Cr2f031ly8mlWtX5JSTqDhdL6ir0Ge3ZCnGJ6QXJsNaXP9/VLz+Xz14/P2ZooJNBwGvBby1EKezs0GNfr+h0/WZ0QefdFxVrmcQMPhlIgW8tSCQJ2bictoaqaYQAfAKREt5CmFJyTnZuIympopJtAhcEpEC3lK4QnJtZm4jKZmigl0EJwS0UKeUnhCcmwmLqOpmWICTYPp4tyYLtl0cW54QtKCQMVkK3nx+t/avy9hSZ59IM/0mC7ODQIVk63kjg8415CnP+SphSeko83EZTQ1U0ygw2HAayFPLeR5tJm4jKZmigl0OHRQLeSphTyPNhOX0dRMMYEOhw6qhTy1kOfRZuIympopJtDh0EG1kKcW8jzaTFxGUzPFBDocTtJrIU8tCPRoM3EZTc0UE2gaTBfnxnTJpotzwxOSFgQqxnTJpotzY7pk08W5MV2y6eLcIFAxpks2XZwb0yWbLs6N6ZJNF+cGgYoxXbLp4tyYLtl0cW5Ml2y6ODcIVIzpkk0X58Z0yaaLc2O6ZNPFuUGgYkyXbLo4N6ZLNl2cG9Mlmy7ODQIVY7pk08W5MV2y6eLcmC7ZdHFuEKgY0yWbLs6N6ZJNF+fGdMmmi3ODQMWYLtl0cW5Ml2y6ODemSzZdnBsEKsZ0yaaLc2O6ZNPFuTFdsuni3FgX6AhJE00QuaMJIndoLeSOJojcobWQO5ogwv5ScXJNzYyRNNEEkTuaIHKH1kLuaILIHVoLuaMJIuwvFSfX0VpDc2NZbg1r+ZBn3uXWsJZPhDwRaJ/l1rCWD3nmXW4Na/kg0MzLrWEtH/LMu9wa1vJBoJmXW8NaPuSZd7k1rOWDQDMvt4a1fMgz73JrWMsHgWZebg1r+ZBn3uXWsJYPAs283BrW8iHPvMutYS0fBJp5uTWs5UOeeZdbw1o+CDTzcmtYy4c88y63hrV8EGjm5dawlg955l1uDWv5INDMy61hLR/yzLvcGtbyQaCZl1vDWj7kmXe5Nazlg0AzL7eGtXzIM+9ya1jLZ/QCBQCYEAgUACAQBAoAEAgCBQAIBIECAASCQAEAAkGgAACBIFAAgEAQKABAIAgUACAQBAoAEAgCBQAIBIECAASCQAEAAkGgAACBIFAAgEAQKABAIAgUACCQlAL95aqqLv/Qb5ubi++81331SVU9+tJz5duPfl7/fP+nWY+tTEGeWshTSxF5JhTobbXm837b+Ad602f/r6pNoO+ebrb6uE9VNiBPLeSppYw80wn0flZ9ufpDejzFLO8q/9XvqosPz3avZj4bLL6vtoHeVL/7dbVV9ZV/VTYgTy3kqaWQPNMJ9HbzXHHb4ynpfnZ55R1oj/3fX1WXV+tAH54+frvZanRP8eSphTy1FJJnMoEuXm6iuZ9t/gSvTT763y/7B9r93HJz8eL/vdyeE9lwPxtbByVPLeSppZQ8Ewp08xc8PD36S9q4ufhu4R/o/Wz1kv6Xmcfu37zdl7Olz/OkDchTC3lqKSXPZALdvXg++UtaWD239Ah09UL9A5d+6x+Xce9zGGxBnlrIU0spedoV6N3qNEWfQP/PbBXohd8VCkdl3I/wHD15aiFPLaXkaVagm3MnPQK9rS5/Wr2k98umXsar9eeFI4M8tZCnllLyNHsOdHsVWbW7/sB3/54nrQ+BLv5UXYzu+Z081ZCnllLyNPspfN9Aez7j7VdbvFw/k40O8tRCnlpKydP0daB9XtI/PO11wHaBfsjzd76XWdiCPLWQp5ZC8rR9J1KfcyI31eX/Wi7/88rvgO0CHd/1ITvIUwt5aikkT+P3wvcI9MNzyxq/dwzbQB+e7t44eF/uawby1EKeWsrI0/hsTH0ua1j8sJqd5YVfMNtA76rxdlDyFEOeWorIk/lAAQACQaAAAIEgUACAQBAoAEAgCBQAIBAECgAQCAIFAAgEgQIABIJAAQACQaAAAIEgUACAQBAoAEAgCBQAIBAECgAQCAIFAAgEgQIABIJAAQACQaAAAIEgUACAQBAoAEAgCBQAIBAECgAQCAIFAAgEgQIABIJAAQACQaAAAIEgUACAQBAoAEAgCBQAIBAECgAQCAIFAAgEgQIABIJAAQACQaAAAIEgUACAQBAoAEAgCBQAIBAECgAQCAIFAAgEgQIABDJ2gT48/XjxdfX4be46pgJ5aiFPLebyHLtA76q/f1lVX+UuYzKQpxby1GIuz7EL9Lay9HQ0fshTC3lqMZfn2AV6U32cu4RJQZ5ayFOLuTxHLtDFy4vvctcwJchTC3lqsZfnyAV6P7P1gn7skKcW8tRiL8+RC/Su+jx3CZOCPLWQpxZ7eY5coLeWPpCbAOSphTy12Mtz5AK9+ejn3CVMCvLUQp5a7OU5boE+PLV2SmTckKcW8tRiMM9xC/R+ZuyihpFDnlrIU4vBPMctUACAjCBQAIBAECgAQCAIFAAgEAQKABAIAgUACASBAgAEgkABAAJBoAAAgSBQAIBAECgAQCAIFAAgEAQKABAIAgUACASBAgAEgkABAAJBoAAAgSBQAIBAECgAQCAIFAAgEAQKABAIAgUACASBAgAEgkABAAJBoAAAgSBQAIBAECgAQCAIFAAgEAQKABAIAgUACASBAgAEgkABAAL5/+EyxVCowo9aAAAAAElFTkSuQmCC" width="672" /></p>
<p>After the adjustment of K, the L function graphs change. The dashed
curve of CSR has become a flat line at zero, where positive L values
indicate clustering and negative L values indicate dispersion. These
plots describe that the cactus’s are clustered in space! Additionally
the L curves change significantly with corrections, indicating a degree
of edge effects in our dataset.</p>
</div>
</div>
<div id="pair-correlation-function-g" class="section level2">
<h2>3. Pair Correlation Function (g)</h2>
<p><strong>Purpose</strong>: Describes the probability of finding a pair
of points at a specific distance apart, relative to a homogeneous
Poisson process.</p>
<div id="interpretation-1" class="section level3">
<h3>Interpretation</h3>
<ul>
<li><span class="math inline">\(g(r)\)</span> is the ratio of the
observed density of pairs at distance <span class="math inline">\(r\)</span> to the expected density under complete
spatial randomness (CSR).</li>
<li><span class="math inline">\(g(r) > 1\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(g(r) < 1\)</span>: Indicates
dispersion.</li>
<li><strong>Formula</strong>: <span class="math inline">\(g(t) =
\frac{1}{2\pi t \lambda^2} \frac{d K(r)}{d r}\)</span>.</li>
</ul>
<pre class="r"><code># 1: 1:1 expectation (no correction)
Pnone <- pcf(ppp, correction="none")
# 2: Isotropic edge correction
Piso <- pcf(ppp, correction="isotropic")
# 3: Translate (toroidal) edge correction
Ptrans <- pcf(ppp, correction="trans")
# 4: Plot!
par(mfrow = c(1,3))
plot(Pnone, main = "Pnone",legend=F, ylim=c(0,3))
plot(Piso, main = "Piso", legend=F, ylim=c(0,3))
plot(Ptrans, main = "Ptrans", legend=F, ylim=c(0,3))</code></pre>
<p><img 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" width="672" /></p>
<p>The g function determines the amount of clustering within a band at
radius r, meaning we are measuring the intensity of points at various
distances to reveal fine-scale spatial structure. The benefit of this is
that it facilitates the distinction between random distribution,
clustering, and regular spacing without the need for scaling like K and
L.</p>
<p>These graphs indicate that points are clustered at close distances,
but at around a 7 meter radius points become close to spatially random.
The iso and trans corrections, like the L function, indicate the
presence of edge effects!</p>
</div>
</div>
<div id="basic-g-function" class="section level2">
<h2>4. Basic G function</h2>
<p><strong>Purpose</strong>: Measures the distribution of the distances
from a randomly chosen point to its nearest neighbor.</p>
<div id="interpretation-2" class="section level3">
<h3>Interpretation</h3>
<ul>
<li><span class="math inline">\(G(t)\)</span> is the cumulative
distribution function of the nearest-neighbor distances.</li>
<li><span class="math inline">\(G(t) > G_{CSR}(t)\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(G(t) < G_{CSR}(t)\)</span>: Indicates
dispersion.</li>
<li><strong>Formula</strong>: Empirically calculated as the proportion
of points with nearest-neighbor distance less than or equal to <span class="math inline">\(r\)</span>.</li>
</ul>
<p>Note: G & F don’t have an isometric or trans correction, but they
have similar corrections.</p>
<pre class="r"><code># 1: 1:1 expectation (no correction)
Gnone <- Gest(ppp, correction="none")
# 2: Reduced sample or border correction
Grs <- Gest(ppp, correction="rs")
# 3: Best (determines best correction for dataset)
Gbest = Gest(ppp, correction="best")
# 4: Plot!
par(mfrow = c(1,3))
plot(Gnone, main = "Gnone",legend=F)
plot(Grs, main = "Grs", legend=F)
plot(Gbest, main = "Gbest", legend=F)</code></pre>
<p><img 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" width="672" /></p>
<p>The G curve is useful for analyzing the “closeness” of points, and
providing insight into the clustering of points at the smallest scales.
This is particularly helpful in determining how dense clusters are or
how isolated points are within a pattern. This works by measuring the
cumulative probability that a randomly selected point has its nearest
neighbor within distance r.</p>
<p>These G curves indicate clustering at most scales, and consistent
with the L and g functions there appears to be edge effects. This is due
to the deviation in curve shape in the corrected functions.</p>
</div>
</div>
<div id="basic-f-function" class="section level2">
<h2>5. Basic F function</h2>
<p><strong>Purpose</strong>: Measures the distribution of the distances
from a randomly chosen location in the study area to the nearest
point.</p>
<div id="interpretation-3" class="section level3">
<h3>Interpretation</h3>
<ul>
<li><span class="math inline">\(F(r)\)</span> is the cumulative
distribution function of the distances from random locations to the
nearest point.</li>
<li><span class="math inline">\(F(r) < F_{CSR}(r)\)</span>: Indicates
clustering.</li>
<li><span class="math inline">\(F(r) > F_{CSR}(r)\)</span>: Indicates
dispersion.</li>
<li><strong>Formula</strong>: Empirically calculated as the proportion
of random locations with distance to the nearest point less than or
equal to <span class="math inline">\(r\)</span>.</li>
</ul>
<pre class="r"><code># 1: 1:1 expectation (no correction)
Fnone <- Fest(ppp, correction="none")
# 2: Reduced sample or border correction
Frs <- Fest(ppp, correction="rs")
# 3: Best (determines best correction for dataset)
Fbest = Fest(ppp, correction="best")
# 4: Plot!
par(mfrow = c(1,3))
plot(Fnone, main = "Fnone",legend=F)
plot(Frs, main = "Frs", legend=F)
plot(Fbest, main = "Fbest", legend=F)</code></pre>
<p><img 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" width="672" /></p>
<p>The F Function describes the spatial arrangement and clustering of
points from the perspective of the space between points. The approach
essentially determines distance from arbitrary locations to the nearest
point, and is useful for understanding how “empty” or “filled” a space
is. This is the flip side of the G function!</p>
<p>The F curve is consistently below the dashed curve of CSR, indicating
clustering. The corrected F curves only slightly deviate from the
uncorrected curve, but we know from our previous analytics that there
are likely edge effects which gives us confidence that it is visualized
here as well.</p>
</div>
</div>
<div id="spatial-conclusions" class="section level2">
<h2>Spatial Conclusions</h2>
<p>Based on the point pattern functions we plotted, we can safely assume
that the cactus’s are clustered in space! This is due to the summarized
point pattern results described below:</p>
<ul>
<li>The K curve is above the dashed curve of CSR, indicating that points
are clustered.</li>
<li>The L curve is positive, indicating that points are clustered.</li>
<li>The g curve is above 1.0, indicating that the points are
clustered.</li>
<li>The G curve is above the dashed curve of CSR, indicating that points
are clustered.</li>
<li>The F curve is below the dashed curve of CSR, indicating
clustering.</li>
</ul>
</div>
</div>
<div id="point-pattern-process-envelopes" class="section level1">
<h1>Point Pattern Process Envelopes</h1>
<div id="l-function-envelopes" class="section level2">
<h2>1. L Function Envelopes</h2>
<p>Let’s create a Lest simulated envelope of global and pointwise
confidence under CSR!</p>
<pre class="r"><code># 1: Create a global & pointwise (non-global) Envelope
Lcsr <- envelope(ppp, Lest, nsim=99, rank=1, correction="trans", global=F)</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<pre class="r"><code>Lcsr.g <- envelope(ppp, Lest, nsim=99, rank=1, correction="trans", global=T)</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<div id="pointwise-envelope-interpretation" class="section level3">
<h3>Pointwise Envelope Interpretation</h3>
<p>This envelope is constructed by comparing the observed L function
against the L functions from 99 simulated datasets under complete
spatial randomness (CSR). The envelope is not global, meaning the
comparison is made at each distance r individually, without considering
the overall pattern across all distances.</p>
<ul>
<li>Inside the Envelope: If the observed L function lies within the
pointwise envelope at a specific distance r, it suggests that the
spatial pattern at that distance is consistent with CSR.</li>
<li>Outside the Envelope: If the observed L function falls outside the
envelope at a specific distance r, it indicates significant deviation
from CSR at that distance, suggesting clustering or dispersion.</li>
</ul>
<pre class="r"><code># 2: Plot point-wise envelope
plot(Lcsr, . - r~r, shade=c("hi", "lo"), legend=F)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
</div>
<div id="global-envelope-interpretation" class="section level3">
<h3>Global Envelope Interpretation</h3>
<p>This envelope is constructed by comparing the observed L function
against the L functions from 99 simulated datasets under CSR, but it
considers the overall pattern across all distances. This global envelope
provides a more stringent test for CSR, taking into account the entire
range of distances simultaneously.</p>
<ul>
<li>Inside the Envelope: If the observed L function lies within the
global envelope across all distances r, it indicates that the overall
spatial pattern is consistent with CSR.</li>
<li>Outside the Envelope: If the observed L function falls outside the
global envelope at any distance r, it suggests significant deviation
from CSR in the overall pattern, indicating clustering or dispersion
over a range of distances.</li>
</ul>
<pre class="r"><code># 3: Plot global envelope
plot(Lcsr.g, . - r~r, shade=c("hi", "lo"), legend=F)</code></pre>
<p><img 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" width="672" /></p>
</div>
</div>
<div id="pair-correlation-function-g-envelopes" class="section level2">
<h2>2. Pair Correlation Function (g) Envelopes</h2>
<p>Create a pcf simulated envelope of pointwise confidence under CSR,
and inspect non-envelope pcf.</p>
<pre class="r"><code># 1: Create a pair correlation function, g, with trans correction
Ptrans <- pcf(ppp, correction="trans")
# 2: Create a fine envelope
Penv <- envelope(ppp,pcf, nsim=99, rank=1, stoyan=0.15, correction="trans", global=F) # stoyan = bandwidth; set to default</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<pre class="r"><code># 3: Create a coarse envelope
Penv.coarse <- envelope(ppp, pcf, nsim=99, rank=1, stoyan=0.3, correction="trans", global=F)</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<pre class="r"><code># 4: Plot no-envelope Ptrans
plot(Ptrans, legend=FALSE, ylim = c(0,3))</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<div id="fine-envelope-interpretation" class="section level3">
<h3>Fine Envelope Interpretation</h3>
<p>This envelope is created by simulating 99 datasets under CSR and
computing the PCF for each. The stoyan parameter, which controls the
bandwidth of the kernel used in the PCF estimation, is set to 0.15,
resulting in a “fine” envelope. Interpretation:</p>
<ul>
<li>Inside the Envelope: If the observed PCF lies within the fine
envelope at a specific distance r, it suggests that the spatial pattern
at that distance is consistent with CSR.</li>
<li>Outside the Envelope: If the observed PCF falls outside the envelope
at a specific distance r, it indicates significant deviation from CSR at
that distance, suggesting clustering or dispersion.</li>
</ul>
<pre class="r"><code># 5: Plot our fine envelope
plot(Penv, shade=c("hi", "lo"), legend=FALSE, ylim = c(0,3))</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
</div>
<div id="coarse-envelope-interpretation" class="section level3">
<h3>Coarse Envelope Interpretation</h3>
<p>This envelope is created similarly to the fine envelope but with a
stoyan parameter of 0.3, resulting in a “coarse” envelope.
Interpretation:</p>
<ul>
<li>Inside the Envelope: If the observed PCF lies within the coarse
envelope at a specific distance r, it suggests that the spatial pattern
at that distance is consistent with CSR.</li>
<li>Outside the Envelope: If the observed PCF falls outside the envelope
at a specific distance r, it indicates significant deviation from CSR at
that distance, suggesting clustering or dispersion.</li>
<li>The coarser envelope provides a broader, less detailed comparison,
which can be useful for identifying general trends but may overlook
finer-scale patterns.</li>
</ul>
<pre class="r"><code># 6: Plot our coarse envelope
plot(Penv.coarse, shade=c("hi", "lo"), legend=F, ylim = c(0,3))</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
</div>
</div>
<div id="basic-g-function-envelopes" class="section level2">
<h2>Basic G Function Envelopes</h2>
<p>Create a Gest simulated envelope of pointwise confidence under CSR,
and inspect non-envelope G Function.</p>
<pre class="r"><code># 1: Create a G estimation with trans correction
Gtrans <- Gest(ppp, correction="rs")
# 2: Create a pointwise Gest envelope
Genv <- envelope(ppp, Gest, nsim=99, rank=1, correction="rs", global=F)</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<pre class="r"><code># 3: Create a nearest neighbor distance variable for our plot
nn.dist <- nndist(ppp)
max(nn.dist)</code></pre>
<pre><code>## [1] 10.1433</code></pre>
<pre class="r"><code># 4: Plot our trans G
plot(Gtrans, legend=F)</code></pre>
<p><img 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" width="672" /></p>
<div id="envelope-nearest-neighbor-interpretation" class="section level3">
<h3>Envelope & Nearest Neighbor Interpretation</h3>
<p>This envelope is created by simulating 99 datasets under CSR and
computing the G function for each. The envelope is not global, meaning
the comparison is made at each distance r individually, without
considering the overall pattern across all distances.
Interpretation:</p>
<ul>
<li>Inside the Envelope: If the observed G function lies within the
pointwise envelope at a specific distance r, it suggests that the
spatial pattern at that distance is consistent with CSR.</li>
<li>Outside the Envelope: If the observed G function falls outside the
envelope at a specific distance r, it indicates significant deviation
from CSR at that distance, suggesting clustering (G observed > G CSR)
or dispersion (G observed < G CSR).</li>
</ul>
<pre class="r"><code># 5: Plot G with our pointwise envelope & nearest neighbor distances
plot(Genv, shade=c("hi", "lo"), legend=F)
plot(ecdf(nn.dist), add=T)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
</div>
</div>
</div>
<div id="mark-correlation-analysis" class="section level1">
<h1>Mark-Correlation Analysis</h1>
<pre class="r"><code># 1. Load in Spruces Dataset
data(spruces)
# 2: Create an envelope for spruces
MCFenv <- envelope(spruces, markcorr, nsim=99, correction="iso", global=F)</code></pre>
<pre><code>## Generating 99 simulations of CSR ...
## 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
## 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
## 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60,
## 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80,
## 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98,
## 99.
##
## Done.</code></pre>
<pre class="r"><code># 3: Plot envelope
plot(MCFenv, shade=c("hi", "lo"), legend=F)</code></pre>
<p><img 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8NHHVAFhcKUHtCOxh1QBYWyCGjYMAFVUCiKgIYNFFAFhZIIaNhQAVVQKIiAhg0WUAWFcgho2HABVVAohoCGDRhQBYVSCGjYkAFVUChEQQF9/yh0aWZFVyIJKBRGQMMGDaiCQhkKCujs7eNjCaiEQhFKCujiM40P+lT4ggIqoVCAogK6LOiTQwZQUEAlFEavrIB2vn3dbUUFVEJh5AoL6OzysJ34wgIqoTBqpQV0vhN/yCZocQFVUBix0gI6e3N29tf43y4voAoK41VcQA9TYEAlFEZLQMOGjuZNWZcJEEtAw4ZO5i1ZFwoQSUDDhi7mbVmXChBHQMOGDuZdWZcLEENAw4bOZUjWJQN0J6BhQ8cyKOuiAToT0LChWxmWddkAXQlo2NCp3CXr0gG6EdCwoUO5U9bFA3QioGFDd3K3rMsH6EJAw4bO5D5ZlxDQnoCGDR3JvbIuIqA1AQ0bupH7ZV1GQFu5A/r6xTdnZ2d/fPE69WjiVBJQBYVRyBnQ6S/bH6N577vfU4+qu1oCenhBUw8vxxBh7PIFdPr89NYHEJ98PnhCqwnoQYFKPcQ8Uwnjly2gP9/O5zKhX6UeW0cVBTS6TWkHmnFCYfQyBXT6bNHLD8++ffF65dUP39xf/OijYTdCawpoXJjSDjXvtMLY5Qno4vPbH/x457/efn06uXfIpxIfrKqARlQp7WAzTyyMXpaATp+efBne0pz+fHrQ57ofqq6Ado1S2uHmn14YuxwBnT6999PO/54+HXIvvrKAdkpS2uHmn14YvxwBvdibyOn5w9SjbK+6gLYuUtoB9zDBUIAMAX3z6f6d9Ol//z71OFurL6DZdrf3DLmPKYYSZAjos6Y+vvk89ThbqzCgLXqUdtC9TDIUIeuVSCO5fnNLjQFtzFHSQfc0zVCEnAF9/2gE1x7dVGVAG2qUdNCJpjgw5Mocx1ySN6CTQc9ZCqgzoHeknJF8iyXZWo1YoX2NZ5B5pT9Zd+GfCuiQEs1HxoWSYQ13XJX9jUlEq5T1dnaXk8mT1IM/zFEFNJWcyyTTeu40wcWNi/HIez/QZ0Nf+36bgEbJuUiyres+p2Icc0z/Mt9Q+WJkBRXQOFkXSIb13O/0jGGOGUbeg0gffvaH4W9ht01Axyj1Wu53okYxywwk81H4lQdjuBn9koCOUtJ13Od05Rw2Q+myfrIehX/+xeZWyp9+e/f2dv0T0JFKtoZ7nbKcw2YA3ddN7g+Ve/fr6kbKS8Of1CSgo5Vk/fY7ZTmHTd/i1kwvH2v87odvPhFQ9jt87fY7cfmG3GreDl9crMWvl/4+F/7dD39ouE1TDwR0xA5ct/1OXb4hd5qzA5cZh1471l9AR0FAR+2QVdvr9OUabtRsHbLUjt6hSzVDQP+j8SH/MdhBeQEdueg12+f05Rpu9FxFL7XjlmKZZgjoRdPlmxfD3ZJeQMcubr0OPdUJHD5PcYvuaKVZmhkC+v6f9t9R+XLAY0kCOnoxq3XoaU4j3SzFLMOjkm4Z5ngP9PKD3Z8pN+/n6YA3GBHQArRem0NPaGqJ56zbS+OIpFx6WQ4ine++fHP6b5MBP1NOQItwtCsn/fzFv1SqlXbJ5TkKfz65F77u6JfHk89Tj7ALAS3C8a6UHHOZ6LVTh9RLLU9Ap88mk5M/3Wro9JevJ5NBtz8FtBhWSEppX0TtXzq9jrdZjmWW6zzQn0+XV8DfP/vji7nnZ39YXdA59K2ZBLQUVkZSGV5LrV80vYy7WZ4llu1E+rdfT+56sO/oUh8EtBhWQ2r5XlbNayrruBNMX/QUZ7wS6e0XY8ungHLUMr2qhhx3wimMmt6sl3JO/33T0E9HcU9QAeWoZXhNDTnuxFMYMbXZr4Wfvn714vXrMcRzQUA5cklfT8OOPdM0dppSNxMJi1zqMHptXwJ5XiQtx55M5qUkoGGxix3GL+Ypn+4lcsDrt7vcUymgYdHLHQoQ9zRP9QJJ/KrO8jJuOQYBDTvo+QHVSvPyyPcST/UibjmO3gL66s/f/u231OPqTEBhDLK+zFO8hFuOpa+AXqxOZrr/x7+8Tj3CLgQURiHr67y/beSeAvr+0eTBi6vP5xzyo+UEFEYi4+u8v6nrLaCrbE5//fMX/0VAgWGvjEo0bT0FdPr0ZP9t6nsioDAeWV7kvU5aX++BXg58H7srAgojlOTVPcQU9XYU/mIUBRVQGLEOr+VxTElfAZ1+PZmcPBj8RCYBpV637n429OTEG8OLMnVRWgsP8Px6rd7/45C3ZRJQ6hS4+25FER16/AmK0tqOo/An38/e/bA8kclpTJBWKJe1RHTIcScsSmt7T2Oazd79+j9tgUIy+zJZfEKHk7oore26EmnAT4PfEFDq0pxICY2Suiit7TiI9PSjMdxUWUCpSbs42g6NkLoorYV34f/57JN736UeVXcCSj3aZ1FCO0tdlNZ2XQu/8NmXPw67HSqg1KJrEhW0k9RFaS08wHcvvvni9Orj5RyFhwPFbFEqaAepi9LangFOX/1w9onTmOBAkTvkNkLbS12U1tyRHrKKfz/TO6GtpS5KawIKGR0WQQltKXVRWhNQyOfgAEpoK6mL0pqAQjYp4qegLaQuSms+VA4ySZU+Bd1v0joUPlQubOg1CHck3Pm2EbrHcjmnLkprPlQOMkj73qV3Qne5WjKpi9KaD5WD5NIHT0GDrhdL6qK05kPlILE824sKetd6maQuSms+VA6Syra7bSP0lq0FkroorflQOUgpY+YUdNuNP1Spi9KaD5WDhPI2TkGv3drOT12U1rJ/qNz09a8vXrz42+uYwQgoZcm+jWgjdOnO2ySpi9Ja3g+Ve/X1ZOPBj50nTkApSB8nGzmhKbgMUheltZwfKvf28eSmex2P7Qso5egrbcde0OByTl2U1jJ+qNzl8pbM989WPll8c9JtsAJKGa62EPobW09jGqHwck5dlNbyfajc4nNBTrY/WOmX065vCAgoJeg3ny+PeiN0x5ynLkpr+T5U7uJOLhdJ7XR2lIAyfkO8K3msBd0536mL0lq2D5WbPp3ceR/gcjLptGUroIxb79ue22MeYKzD2rOsUxeltWwfKjeP8J399dDP9k6cgJLV5LaY3802dY2jH2bMA9m7rFMXpbVsHyonoIzZnXTe1ea3e5veHdMw4Ph7tn9uUxeltWx3pJ/vwt+5I4ldeMZgdyRbZDVqazWPUUxETxpmNXVRWsv3kR7nd2q5eFv04y6DEFBSa5+/ccdzZTxTklfjIk9dlNbyBfTN6bygP2394O28n91ukyegpDWu/CVQ19zs0GKdpS5Ka5sBvv/fiQe9/FyQk7O/vFj4YXUmfbd7PAko6VQXz6Ua5+mWNnOYuiitbQX0n1LfRPnn01v7PSdfdZw4ASWROvO5UOlsrbWavdRFaW0roI+S34Z++nw7oSdfdj2rVEBJo9Z4rlQ+b21mLnVRWtsO6M1zjF79txSfhjR99eL52dnZly9izskXUFKoO58vK94Ibb3mUhelta0BXkwm966budh2HPLzOFcElMNVn8+X1c5j+7lKXZTWtgd4cX3i0asvFlMuoJSv0rTcUeN8dpij1EVp7cYALxbnaV6/cXnw3UQOJ6Acpsas7FLbrHaan9RFae3mAC/iD/jkIKAc4pjyuVDV3HZbd6mL0tqtAa4K2v3DN9rZfy38nas9Jh0C+p9Xrheo731/jN9fR2cs09PX9y1DkSeg7//5T3+73uB8Npl8nm3jM19A//PWAvW974/y+6vtttFMT0/fDxzQxe0/Tz779vXiB8+6fu5GB+7GRE+ObOd9o4q3LbrPQ+qitLYO6NKHf/zu9XnHC9a7ePe600fNCyhxKohItPITGjH9qYvS2mqAr55/sb3jPPwJTCsCSoziC3KgshMaNfGpi9LaZoDvfv3mk3VCP3zwl07binkIKN2VnY80Cl4GcVOeuiit3Rrg63//w+l4tkMFlK4KTkdSpS6HyKlOXZTWAgOcvvqzK5EoUqnZyKHEZRE9yamL0tquAb774evYj5NLR0DppMBk5FRcQuOnN3VRWst3R/oEBJQuCstFD8pK6AHTmroorQkolSiqFb0pJ6EHTWjqorQmoFShnFD0rZAlc9hUpi5Ka9kCujk7/wZXIpFBIZEYSAlL58ApTF2U1gSU4pUQiGGNfQkdPHmpi9Javl34t48FlB6MPQ7jMOqldPi0pS5KaxnfA50+7foxxrcJKE1GHYZRGe+SSjBdqYvSWs6DSIuCHnRnJwFlv/FGYYzGubSSTFTqorSW9Sh819vX3Sag7DPOIIzZCJdYmilKXZTW8p7GdHnYTryAstsIY1CAsS21RFOTuiit5Q3ofCf+kE1QAWWXsYWgHGNacskmJXVRWst8Iv2bs7O/xv+2gBI2pgiUZzRLL910pC5Ka65EojBXJ8QNPRlFG8cyTDgFqYvSmoBSkPX5xENPSPGGX45JR5+6KK0JKIUQz9QGXZppx526KK0JKD0LXaC2P43NjyDOcMs08XhTF6U1AaUne8LZztAzUKVhlmzykaYuSmsCSg/ahVA6hzDAEk4/xtRFaU1AyUwGx67vtZNhbKmL0pqAkpF4lqHPdZRlVKmL0pqAkol4lqS3NZVnPKmL0pqAkoF4lqef9ZVpHKmL0pqAkpx4lin/Wss2gtRFaU1ASUo8S5Z53eUbeuqitCagJCSfpcu5/jI+M1IXpTUBJRHxrEOutZj1yZG6KK0JKAk4aFSTHGsy87MjdVFaE1AOJJ71Sb0+sz8/UhelNQE9aoc+scWzVknXav5nSOqitCagR2fSpOtQMk8vw0i3bnt4jqQuSmsCekTCseya0u6xpUxp1nAvT5PURWlNQI9E++g1bqFK59E4fE339FxJXZTWBPQIxEZPOjlsjff2fEldlNYEtHKyx2Hinz89Pu9SF6U1Aa2aeHK4A/ZfskxPQOqitCag1RJP0un2bOr9uZe6KK0JaKXkk7TaP6MGeO6lLkprAprF0PEaevzUqTmNA/3hTl2U1gQ0seGPWtv2JIngy2r3M3vQ8zRSF6U1AU1q+yk0TETlkwT2vrACGwlDxnMhdVFaE9Bkdj2B+nxqiScJtHxpjSKdK6mL0pqAJrL/SdTPk2zwpzE1GOPLq0nqorQmoEm0SVfehI5gK4DyjfUF1iR1UVoT0ATapytX5uSTBMb7EmuSuiitCejBuqUrR+rEk4ON+0XWJHVRWhPQQ0XEK2XwbHuSwOhfZg1SF6U1AT1QXLxSZU8+kxlzHvLq8IocelJ3Sl2U1gT0IPH1SpE+8Uxm6CfScDq+JtOOL8H0B4a6m4CGJVsPHR0YsEMiatszoX6eSgM+UXeIfF3mG2PuORHQsAPW6CEOD1jc+aGjOHW5Ir08nfIM+5BhHvDKzDm+nMMW0LCoZX6wRAXrFkPxTK6PJ1SeYccP85CXZdw48w25w9AFNCxiiR8uZcTaZVE8MzjsSdXyURmervEvgvYvwFQvu5zD7jQGAQ3ruLSTSNyxybZ9/5typGVKucLjn1rtn345nrBxL4WWL6cu4qc0wbA7j0VAwzos6VTypGyyX4YxFibtKk/2TO0+jtxTnWc+W40t8XjTLRMB3eWAZ2OkrDU7ynQ2r8jUKz3pczU4PTmetomnugTploqAhkU9Ew9xFEnrU9PKTL/aD352plDiNA8jzZIR0LDYF1Es/Uwr+hnS/xjTK2+Kh3L40hHQsOjXURz9TOqg50j/Y8yhtOkdzmFLSEDDol5F0fQzpYOfJf2PMZdypnRY8etUQMMiXrfx9DOZZM+UIcbJkOLWqoCGpXxRN9HPVJI+V/ofI0PrvmYFNCzPCzxIPxPJ8Hzpf4wMrdu6FdCw3C/2Df1MI+Ozpt+xURIBDevvhV9HP3tdZKGxwxAENKy3137h/YxdaCkXcuLnCLQnoGGJXtuNytyBP2zBpV3MBzwb4FACGpbgld1Ggf08bOGlXdCd1j2kJ6BhB72uWyuvnx2Wdfvfyz0lkIuAhqWITbPS+pl13XRY9L1MBzQT0LDsLVooqp9Z10uHxd/rdMB+AhrWR5LK2YHPuk6gXAIa1keWSuln1jUCJRPQsB66pJ9QOgENy9+lrjvwQ13qk3V9QNkENCx/mLr1s6eJCo8XCBPQsOxl6tTP3qZq14iBEAENy12mTjvw/U3WzhEDAQIaljtNcf3st6AZlj/URUDDMrepQz/7nbCd4wXuEtCwvHFqvwPf95TtHi9wh4CG5c1T234OMGm7xwvcJqBhWfvUsp+DTNue8QK3CGhYzkC124Hva+K2h5dgCcMxEdCwpI265dB+ppu6wxcoHDUBDUuVqIDD++mjMGAcBDQsQaF2aLUDn30CD1qKwIqAhh3Ypz3S9POQKTxg+QHbBDQsPk8NWmDGnyYAABKHSURBVPQz5yTGLjggQEDDourUQosd+PZz03HcUUsM2E1AwyL72ChlP/dPZveFA3QkoGEJm7ktcT93T2jXwQARBDQscTivNQY0aq7EE4YhoGEl9RMYiICGDRPQrPMOpCagYUP0M+ucA+kJaFiefu4NaNYZBzIoMKDvXr2Ye/1bzO8OHFD9hKqUFtBfHk/WPvyyc0SHDOjefnadEWAEygro2618Ln3+e7cBDBjQfTvwnRcEMAZFBfTN6WK78/4nk8nJn745+2RR0I+6FXTQgMonVKakgE6fzoP50+qLk+/n/zyfB/XjToMYLqD6CfUpKaAX6w3OeUE/+PtstUn6pMsgRhjQjgsBGI+CArrYAL2u5eVk8nDx70XHTdDBAqqfUKGCAvr+0Wqz8+rr5cbofBO007ugowtot0UAjEq5AV1+vf2zNoYK6I5+dlsAwMiUFdDFoaOl+ZZnSQHdcQpTt/kHxqaggM7ON294Xh9Puux4ItNgAdVPqFBJAZ3XcnXoaP3VL6fXP2lpmIDqJ9SppIAuDsNP7n374oev5//O99zfP17928GIAhqxAIBxKSmgq2KuLN4Nff9o3tOfOg1hkICG+tl95oHRKSqgs+mzq34+WLzx+f7RyZclXAsvoFCpsgI69+vzsz/+rWM2N4YIqH5CrYoL6GEEFEhHQMP0E2gkoGECCjQS0LCs/RRQqEPhAd1/KeckoOWA0/XTBihUS0DD0gU08MM08w4MreqA3tV3QPUTalZ4QGfvun28sYAC6ZQe0I56Dqh+QtUENExAgUYCGqafQKMCAzp9/euLFy/+9jrmgngBBdIpLaCvvt46JenBj11/vdeAuo8yVK6sgL59fOusznvfN//StuED2nmegdEqKqCXp4to3j9b+WR5Y+Unzb+2pc+A2gCF2pUU0MUd6E++2/rB4iORRvuRHuFP4uwyscDIlRTQizu5XCR1rB8qZwMUqldQQBefKXd7h328H2sc7qeAQk0KCmjouvfxXgtvAxTqJ6BhefopoFCVggI634U/uX3W0mh34W2AwhEoKKCz8zu1XLwt+nGXQfQVUBugcAxKCuib03lBf9r6wdt5P+9slO41bEC7TCkwfiUFdHEe07yYZ395sfDD6kz6Tmcx9RVQG6BwFIoK6Ozn01uXcp581W0Agwa08+wC41ZWQGfT59sJPfmy6x2Z+gmoDVA4DoUFdG766sXzs7OzL1/8GHE/u14CGr6IUz+hOuUF9CA9BTT446wzBgxAQMP0E2gkoGECCjQS0DD9BBoJaJiAAo0ENEw/gUYCGiagQCMBDdNPoJGAhgko0EhAw/QTaCSgYbH9FFA4IgIaFhtQ/YQjIqBhKfspoFApAQ1LGdCscwQMR0DDEvZTQKFWAhqWMKBZZwgYkICGpeungEK1BDQsXUCzzg8wJAENS9ZPAYV6CWhYsoBmnR1gUAIalqqfAgoVE9Cw7v20AQpHR0DDugdUP+HoCGhYmn4KKFRNQMPSBDTrvABDE9AwG6BAIwENswEKNBLQMBugQCMBDevWTxugcJQENCzBBmjWGQFGQEDDDu+ngEL1BDTMBijQSEDD9BNoJKBhAgo0EtAw/QQaCWhY+34GA5p1JoCRENAwG6BAIwEN00+gkYCGHRTQrLMAjIaAhtkABRoJaJgNUKCRgIbpJ9BIQMPa9TMU0KzTD4yJgIZFb4BmnXxgVAQ0TD+BRgIa1qafgYBmnXhgZAQ0zAYo0EhAw/QTaCSgYc39tAMPR09Aw2I2QLNOOTA+Ahqmn0AjAQ3rHtCs0w2MkYCG6SfQSEDDugY061QD4ySgYd36mXWagbES0LD9/bwV0KyTDIyWgIZ12QDNOsXAeAlomH4CjQQ0rP0OfNbpBcZMQMPaboBmnVpg3AQ0rF0/s04rMHYCGtZqBz7rpAKjJ6BhbTZAs04pMH4CGtbcz6zTCZRAQMOaduCzTiVQBgEN27cBmnUKgXIIaNjufmadPqAkAhq2Ywc+68QBhRHQMP0EGglomH4CjQQ0LBTQrFMGlEdAw/QTaCSgYXbggUYCGnarnxmWE1A8AQ2zAw80EtAwO/BAIwENswMPNBLQMP0EGglo2M1+jnqegKEIaJh+Ao0ENEw/gUYCGuYNUKCRgIbpJ9Co3IBOX/3tt86/1DWgduCB3UoL6K8vXvy0+Pft43naJif/0vHXOwZUP4E9ygroz6eLbH70++xy+cXq6y66BVQ/gX2KCujFVTU/fv9ovvV5dvbJ4utOQ+gU0BxLB6hISQF9M9/svPeXH+Y773+YTB4ufrIo6pMug+gSUP0E9ispoOerPfbp082G53nHTdBOs2sHHtiroIAuwrnc3Lyc779/v/rZfKO007ugXWZXP4H9Cgro+0eTD/5+44sbX7bSYXb1E2ggoDsfqZ/AfgUFdL4Lv9pzn++359+F10+gSUEBXR8xmv+7Ogi/PAyf7yASwF4lBfRyHs7PX79+Npnc32yLZjqNCaBRSQFdbnouLz/6v/NwPnjx4uvOlyIJKJBOUQGdPlv2c771eX1NUrdDSAIKpFRUQGezV9/c//TLxTbnP1YXwz/odim8gAIJFRbQjemv35z9pfP97AQUSKfYgMYRUCAdAQWIJKAAkQQUIFLhAd1/LfwkoMeJAyonoACRqg7oXQIKpFN4QGfvXnc6F1RAgXRKD2hHAgqkI6AAkQQUIFKBAZ2+/vXFixd/e93xPiJLAgqkU1pAX329dUrSgx+7/rqAAumUFdC3j2+d1Xnv+24DEFAgnaICerm8Cej9s5VPljdX7vSJHgIKJFRSQN8/mgfzu60f/HLa9Zb0oWuTAGIlrlzGgF7cyeUiqQ+7DGLohQ3UJWnjZnk/F/7OR3Bedv1UubYq3devdLbMV1kqna00si2b0HXvXa+Fb63SVVzpbJmvslQ6W2kI6IhVOlvmqyyVzlYaOXfhT26ftWQXvptKZ8t8laXS2Uoj37I5v1PLxduiH2cZV6WruNLZMl9lqXS20si3bN6czgv609YP3s77eWejNI1KV3Gls2W+ylLpbKWRcdlcLM4aODn7y4uFH1Zn0nc6i6m9SldxpbNlvspS6WylkXPZ/Hx66xysk68yjanSVVzpbJmvslQ6W2lkXTbT59sJPfkyywGkhUpXcaWzZb7KUulspZF72UxfvXh+dnb25Ysfs9VzVu0qrnS2zFdZKp2tNOpYNpWu4kpny3yVpdLZSqOOZVPpKq50tsxXWSqdrTTqWDaVruJKZ8t8laXS2UqjjmVT6SqudLbMV1kqna006lg2la7iSmfLfJWl0tlKo45lU+kqrnS2zFdZKp2tNOpYNpWu4kpny3yVpdLZSqOOZVPpKq50tsxXWSqdrTTqWDaVruJKZ8t8laXS2UrDsgGIJKAAkQQUIJKAAkQSUIBIAgoQSUABIgkoQCQBBYgkoACRBBQgkoACRBJQgEgCChBJQAEiCShAJAEFiCSgAJEEFCCSgAJEElCASAIKEElAASIJKEAkAQWIJKAAkQQUIFIFAX379elkcvLgp6GnI63p8/uTyeTD2mbrypvTyZOhpyGx6c+LFXb/q9+HnpC0XlX56kqn/ID+PF/BCyf/MvSUpHQ9V5PJ50NPSgbvH01qC+ib6xV27+9DT0pC0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