{"id":14,"date":"2016-11-29T11:49:53","date_gmt":"2016-11-29T18:49:53","guid":{"rendered":"https:\/\/blogs.ubc.ca\/snappingturtle\/?page_id=14"},"modified":"2016-12-02T14:58:35","modified_gmt":"2016-12-02T21:58:35","slug":"results","status":"publish","type":"page","link":"https:\/\/blogs.ubc.ca\/snappingturtle\/results\/","title":{"rendered":"Results"},"content":{"rendered":"<p><strong>RESULTS OF MULTICRITERIA EVALUATION<\/strong><\/p>\n<p>After running an MCE weighted sum analysis for both hibernation habitat suitability and nesting habitat suitability, we obtained these results. The suitable hibernation habitat is heavily dependent on bodies of water, which is why we observe clusters of highly suitable areas around the rivers and streams in the area. The suitable nesting habitat analysis did not place as much weight on proximity to water as it did on aspect (for sun exposure) and soil, so we see\u00a0far less clustering of the high suitability areas- they are more dispersed over the region.\u00a0While we changed the symbology to an ordinal scale, it is important to note that the numerical limits we set on each category were the same for both hibernation and nesting habitat. This indicates that hibernation habitat will likely play a greater role in an analysis of suitable sites as there is greater differentiation between unsuitable and highly suitable areas (the results are highly autocorrelated).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-74 size-full\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationSuitability.jpg\" alt=\"hibernationsuitability\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationSuitability.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationSuitability-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationSuitability-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationSuitability-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-76 size-full\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestedWeighted.jpg\" alt=\"nestedweighted\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestedWeighted.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestedWeighted-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestedWeighted-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestedWeighted-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>RESULTS OF\u00a0HABITAT PATCH IDENTIFICATION<\/strong><\/p>\n<p>As mentioned under &#8216;Methodology,&#8217; we realized that the level of detail in our MCE maps made it difficult to identify key target conservation regions. In order to aggregate our data and identify patterns, we used a fishnet grid overlay to identify patches in which the sum of suitable pixels was high.\u00a0After overlaying this grid onto both MCE maps, we then\u00a0combined the rasters to find the areas favoured by both analyses.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-135 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationGrid.jpg\" alt=\"hibernationgrid\" width=\"4620\" height=\"3570\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationGrid.jpg 4620w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationGrid-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationGrid-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/HibernationGrid-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 4620px) 100vw, 4620px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-136 aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestingGrid.jpg\" alt=\"nestinggrid\" width=\"4620\" height=\"3570\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestingGrid.jpg 4620w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestingGrid-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestingGrid-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/NestingGrid-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 4620px) 100vw, 4620px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-137 aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/OverallGrid.jpg\" alt=\"overallgrid\" width=\"4620\" height=\"3570\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/OverallGrid.jpg 4620w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/OverallGrid-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/OverallGrid-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/OverallGrid-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 4620px) 100vw, 4620px\" \/><\/p>\n<p><strong>UNDERSTANDING THE IMPORTANCE OF WATER TO SNAPPING TURTLE HABITAT\u00a0<\/strong><\/p>\n<p>To visually depict the importance of water\u00a0to the habitat choice of snapping turtles, we created a map with the rivers overlaid onto our analysis of overall habitat suitability. Almost all of the suitable patches fall along major rivers in the region, and some along smaller creeks.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-138 aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/Screen-Shot-2016-12-02-at-10.44.47-AM.png\" alt=\"screen-shot-2016-12-02-at-10-44-47-am\" width=\"1972\" height=\"1492\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/Screen-Shot-2016-12-02-at-10.44.47-AM.png 1972w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/Screen-Shot-2016-12-02-at-10.44.47-AM-300x227.png 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/Screen-Shot-2016-12-02-at-10.44.47-AM-768x581.png 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/Screen-Shot-2016-12-02-at-10.44.47-AM-1024x775.png 1024w\" sizes=\"auto, (max-width: 1972px) 100vw, 1972px\" \/><\/p>\n<p><strong>ASSESSING THE RESULTS OF OUR ANALYSIS AND IDENTIFYING ROAD RISK<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-186 aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/ROADS2.jpg\" alt=\"roads2\" width=\"4620\" height=\"3570\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/ROADS2.jpg 4620w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/ROADS2-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/ROADS2-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/ROADS2-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 4620px) 100vw, 4620px\" \/><\/p>\n<p>To\u00a0situate our analysis in the real world, we wanted to overlay our results on top of aerial imagery. To do this, we first selected only cells\u00a0with a very high concentration of suitable hibernation and nesting\u00a0patches from our\u00a0overall habitat suitability map, and from there, we selected only the cells with major roads intersecting them.\u00a0We ended up with 6 key target zones in which\u00a0high traffic roads and highly suitable habitat could result in greater rates of turtle mortality.\u00a0We make recommendations for mitigation under &#8216;Discussion.&#8217;<\/p>\n<p><strong>1. Conestogo Community, Township of Woolwich,\u00a0Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-71 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Sawmill-Rd-Woolwich.jpg\" alt=\"j-sawmill-rd-woolwich\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Sawmill-Rd-Woolwich.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Sawmill-Rd-Woolwich-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Sawmill-Rd-Woolwich-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Sawmill-Rd-Woolwich-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>2. Village of Ayr, Township of North Dumfries, Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-70 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Northumberland-Street.jpg\" alt=\"j-northumberland-street\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Northumberland-Street.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Northumberland-Street-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Northumberland-Street-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Northumberland-Street-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>3. Township of Wilmot, Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-69 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hutchison-Road-WellesleyWilmot.jpg\" alt=\"j-hutchison-road-wellesleywilmot\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hutchison-Road-WellesleyWilmot.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hutchison-Road-WellesleyWilmot-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hutchison-Road-WellesleyWilmot-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hutchison-Road-WellesleyWilmot-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>4. City of Cambridge, Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-68 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Highway-401-Cambridge.jpg\" alt=\"j-highway-401-cambridge\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Highway-401-Cambridge.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Highway-401-Cambridge-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Highway-401-Cambridge-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Highway-401-Cambridge-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>5. City of Cambridge, Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-67 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hespeler-Road-Cambridge.jpg\" alt=\"j-hespeler-road-cambridge\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hespeler-Road-Cambridge.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hespeler-Road-Cambridge-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hespeler-Road-Cambridge-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Hespeler-Road-Cambridge-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>6. City of Waterloo, Region of Waterloo<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-66 size-full aligncenter\" src=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Arthur-Street-South-Woolwich.jpg\" alt=\"j-arthur-street-south-woolwich\" width=\"1650\" height=\"1275\" srcset=\"https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Arthur-Street-South-Woolwich.jpg 1650w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Arthur-Street-South-Woolwich-300x232.jpg 300w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Arthur-Street-South-Woolwich-768x593.jpg 768w, https:\/\/blogs.ubc.ca\/snappingturtle\/files\/2016\/11\/J-Arthur-Street-South-Woolwich-1024x791.jpg 1024w\" sizes=\"auto, (max-width: 1650px) 100vw, 1650px\" \/><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>RESULTS OF MULTICRITERIA EVALUATION After running an MCE weighted sum analysis for both hibernation habitat suitability and nesting habitat suitability, we obtained these results. The suitable hibernation habitat is heavily dependent on bodies of water, which is why we observe clusters of highly suitable areas around the rivers and streams in the area. The suitable [&hellip;]<\/p>\n","protected":false},"author":35511,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/pages\/14","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/users\/35511"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":17,"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":189,"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/pages\/14\/revisions\/189"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/snappingturtle\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}