{"id":5125,"date":"2021-12-20T15:49:32","date_gmt":"2021-12-20T22:49:32","guid":{"rendered":"https:\/\/steveschwarz.com\/?p=5125"},"modified":"2023-03-08T23:12:59","modified_gmt":"2023-03-09T06:12:59","slug":"time-for-something-completely-different","status":"publish","type":"post","link":"https:\/\/www.steveschwarz.com\/?p=5125","title":{"rendered":"Time for Something Completely Different"},"content":{"rendered":"<p>Starting January 10th, 2022 &#8211; A New Career.&nbsp; It is career number &#8230;Navy, Geologist, Mineral Development Advisor, Remote Sensing Analyst and and soon &#8211; Lands Specialist.<\/p>\n<p>As I write this &#8211; Three days to go. It has been a run of 20 years. Bitter sweet to be leaving, especially after the release of the Long Term Change Detection (LTCD) dataset, development of the LTCD User Guide and doing a CBC radio interview. Leaving on a good note, and it is time to move on. The commute will be to the other side of the building, new colleagues, and a completely new job.<br \/>\nThinking back of the projects I have worked on since 2002. A ton of writing computer code and data processing, creating seamless mosaics of topographic data for all of NWT, forest fire burn severity, identifying and counting caribou and bison using satellite images, flood map predictive models, PM for collection of air photos over proposed Mackenzie Gas project and Mackenzie Delta, mapping coastal erosion at Cape Bathurst (360m in 38 years), and the highlight &#8211; the LTCD project for developing scripts to process 40 years of satellite data using Google Earth Engine.<br \/>\nOver the years technology and computer systems evolved from needing high end desktop computer, specialized remote sensing software and having to download satellite data (100&#8217;s of Gb per day) to cloud enabled computing &#8211; I can run the scripts and process satellite imagery using my phone !. My Thanks to the many colleagues, and my classmates at COGS (2000-2001).&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>Mapping Coastal Erosion at Cape Bathurst, NWT.<\/p>\n<p><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5129#main\" rel=\"attachment wp-att-5129\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-medium wp-image-5129\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/1974R_2010B-300x247.jpg\" alt=\"\" width=\"300\" height=\"247\"><\/a><\/p>\n<div id=\"attachment_5128\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5128#main\" rel=\"attachment wp-att-5128\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5128\" class=\"size-medium wp-image-5128\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/1972V_2010R-300x247.jpg\" alt=\"\" width=\"300\" height=\"247\"><\/a><p id=\"caption-attachment-5128\" class=\"wp-caption-text\">Mapping coastal erosion &#8211; the Old way. Converting the raster (satellite picture into a line layer). 1972 coastline in red, satellite picture (blue outline) from 2010.<\/p><\/div>\n<div id=\"attachment_5131\" style=\"width: 242px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5131#main\" rel=\"attachment wp-att-5131\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5131\" class=\"size-medium wp-image-5131\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capebathurst_2-232x300.jpg\" alt=\"\" width=\"232\" height=\"300\"><\/a><p id=\"caption-attachment-5131\" class=\"wp-caption-text\">Schematic of the changes in the coastline at Cape Bathurst, years and coastline shown.<\/p><\/div>\n<div id=\"attachment_5130\" style=\"width: 255px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5130\" rel=\"attachment wp-att-5130\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5130\" class=\"size-medium wp-image-5130\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capebathurst_9-245x300.jpg\" alt=\"\" width=\"245\" height=\"300\"><\/a><p id=\"caption-attachment-5130\" class=\"wp-caption-text\">Coastal erosion shown in blue using the LTCD script. Takes 20 minutes to run &#8211; instead of 3 days of eyeball strain !.<\/p><\/div>\n<div id=\"attachment_5133\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5133\" rel=\"attachment wp-att-5133\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5133\" class=\"size-medium wp-image-5133\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-300x182.jpg\" alt=\"\" width=\"300\" height=\"182\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-300x182.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-1024x622.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-768x466.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-1536x933.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-2048x1243.jpg 2048w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-695x422.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Yukon-game-reserve_150-247x150.jpg 247w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5133\" class=\"wp-caption-text\">Counting wildlife using a satellite image. Satellite is in orbit approx 800km above earth.<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>Wildfire Burn Severity mapping:<\/p>\n<div id=\"attachment_5140\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5140\" rel=\"attachment wp-att-5140\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5140\" class=\"size-medium wp-image-5140\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-300x182.jpg\" alt=\"\" width=\"300\" height=\"182\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-300x182.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-1024x620.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-768x465.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-1536x930.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-695x421.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1-248x150.jpg 248w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1.jpg 1655w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5140\" class=\"wp-caption-text\">2014 Wildfires in NWT.<\/p><\/div>\n<div id=\"attachment_5127\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5127\" rel=\"attachment wp-att-5127\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5127\" class=\"size-medium wp-image-5127\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-300x232.jpg\" alt=\"\" width=\"300\" height=\"232\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-300x232.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-1024x791.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-768x593.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-1536x1187.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-2048x1583.jpg 2048w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-695x537.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Figure7-194x150.jpg 194w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5127\" class=\"wp-caption-text\">Wildfire Burn Severity analysis.<\/p><\/div>\n<p>Mackenzie Gas Pipeline Airphoto Project:<\/p>\n<p>Wrote specifications and contract managed for 1;30,000 scale airphotos covering Mackenzie gas Pipeline route (pipeline yet to be built) and Mackenzie Delta,and creating of 1 meter contours and digital elevation model (DEM).<\/p>\n<div id=\"attachment_5136\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5136\" rel=\"attachment wp-att-5136\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5136\" class=\"size-medium wp-image-5136\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771-300x249.jpg\" alt=\"\" width=\"300\" height=\"249\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771-300x249.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771-768x637.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771-695x576.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771-181x150.jpg 181w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/580-771.jpg 989w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5136\" class=\"wp-caption-text\">1:30,000 scale airphoto tile.<\/p><\/div>\n<div id=\"attachment_5137\" style=\"width: 271px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5137\" rel=\"attachment wp-att-5137\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5137\" class=\"size-medium wp-image-5137\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-261x300.jpg\" alt=\"\" width=\"261\" height=\"300\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-261x300.jpg 261w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-889x1024.jpg 889w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-768x884.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-695x800.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2-130x150.jpg 130w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Mactiles_17x19print_100dpi2.jpg 1188w\" sizes=\"auto, (max-width: 261px) 100vw, 261px\" \/><\/a><p id=\"caption-attachment-5137\" class=\"wp-caption-text\">Area covered by MVAP tiles, contours and DEM (extends down Mackenzie Valley).<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>Long Term Change Detection (LTCD):<\/p>\n<div id=\"attachment_5134\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5134\" rel=\"attachment wp-att-5134\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5134\" class=\"size-medium wp-image-5134\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-300x149.jpg\" alt=\"\" width=\"300\" height=\"149\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-300x149.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1024x510.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-768x382.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-1536x765.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-2048x1020.jpg 2048w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-695x346.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/Capture-301x150.jpg 301w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5134\" class=\"wp-caption-text\">Long Term Change Detection &#8211; User Guide.<\/p><\/div>\n<div id=\"attachment_5142\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5142\" rel=\"attachment wp-att-5142\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5142\" class=\"size-medium wp-image-5142\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-300x152.jpg\" alt=\"\" width=\"300\" height=\"152\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-300x152.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-1024x518.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-768x389.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-1536x777.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-2048x1036.jpg 2048w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-695x352.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-2-296x150.jpg 296w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5142\" class=\"wp-caption-text\">LTCD User Guide. Description of colours for wildfires.<\/p><\/div>\n<div id=\"attachment_5143\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/steveschwarz.com\/?attachment_id=5143\" rel=\"attachment wp-att-5143\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5143\" class=\"size-medium wp-image-5143\" src=\"https:\/\/steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-300x153.jpg\" alt=\"\" width=\"300\" height=\"153\" srcset=\"https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-300x153.jpg 300w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-1024x522.jpg 1024w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-768x391.jpg 768w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-1536x783.jpg 1536w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-695x354.jpg 695w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3-294x150.jpg 294w, https:\/\/www.steveschwarz.com\/wp-content\/uploads\/2021\/12\/LTCD-3.jpg 1958w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-5143\" class=\"wp-caption-text\">LTCD User Guide. Sample images of slope movement.<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>Read more about the User Guide and ESRI &#8216;App&#8217; of the Month, and CBC Weekender radio interview here:<\/p>\n<p>https:\/\/www.geomatics.gov.nt.ca\/en\/newsroom\/long-term-change-detection-wins-esri-canadas-app-month-december-2021<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Starting January 10th, 2022 &#8211; A New Career.&nbsp; It is career number &#8230;Navy, Geologist, Mineral Development Advisor, Remote Sensing Analyst and and soon &#8211; Lands Specialist. As I write this &#8211; Three days to go. It has been a run of 20 years. Bitter sweet to be leaving, especially after the release of the Long [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[1],"tags":[1419,1412,1418,1421,1416,1414,1417,1415,28,1413,1420],"class_list":["post-5125","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-cape-bathurst","tag-climate-change","tag-coastal-erosion","tag-forest-fire","tag-gee","tag-gis","tag-ltcd","tag-mapping","tag-northwest-territories","tag-remote-sensing","tag-wildfire"],"_links":{"self":[{"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/posts\/5125","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5125"}],"version-history":[{"count":19,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/posts\/5125\/revisions"}],"predecessor-version":[{"id":5705,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=\/wp\/v2\/posts\/5125\/revisions\/5705"}],"wp:attachment":[{"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.steveschwarz.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}