{"id":11756,"date":"2024-10-12T18:28:33","date_gmt":"2024-10-12T18:28:33","guid":{"rendered":"https:\/\/www.starsskytravel.com\/?page_id=11756"},"modified":"2024-10-12T18:32:25","modified_gmt":"2024-10-12T18:32:25","slug":"how-artificial-intelligence-is-changing-wildlife-research","status":"publish","type":"page","link":"https:\/\/www.starsskytravel.com\/ar\/how-artificial-intelligence-is-changing-wildlife-research\/","title":{"rendered":"How artificial intelligence is changing wildlife research"},"content":{"rendered":"<div class=\"VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<div class=\"dHdHP jLREf zXXje aGO eCClZ nTLv jLsYA gmuro TOSFd VmeZt sCkVm hkQai wGrlE MUuGM fciaN qQjt DhNVo Tgcqk IGLAf tWjkv\">\n<div class=\"kCTVx qtHut lqtkC HkWF HfYhe kGyAC\" data-testid=\"prism-headline\">\n<h1 class=\"vMjAx gjbzK WaKtx eHrJ mTgUP\"><span class=\"gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">How artificial intelligence is changing wildlife research<\/span><\/h1>\n<p class=\"jxTEW Poyse uieav lqtkC HkWF HfYhe kGyAC\"><span class=\"gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">From analyzing animal photos to combing through YouTube, new software is harnessing data never before accessible to scientists.<\/span><\/p>\n<\/div>\n<div class=\"QHblV nkdHX kvZxL hTosT whbOj\" data-testid=\"prism-byline\">\n<div class=\"VZTD mLASH OcxMG oJce\">\n<div class=\"kKfXc VZTD rEPuv\"><\/div>\n<\/div>\n<div class=\"RwkLV Wowzl FokqZ LhXlJ FjRYD toBqx\" data-testid=\"prism-share\">\n<div class=\"JpUfa aYoBt\">\n<div>\n<div class=\"xdNAs rMQsN cELo NoeP BtinW YHmbu hWtE\">San Diego Zoo\u2019s Jenna Stacy-Dawes knows all too well the urgency of her research. Reticulated giraffes across the regions in northern Kenya that she studies have declined up to 70 percent in the past thirty years. Across Africa, <a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.com\/animals\/mammals\/facts\/giraffe\" data-testid=\"prism-linkbase\">giraffe<\/a>\u00a0numbers have shrunk by 40 percent in the same period, down to less than 100,000 individuals. Biologists are rushing to assess their numbers, movements, and preferred habitat to ensure protection of those areas. But the traditional way of counting giraffes using aerial surveys costs time and money, both of which are in short supply in the giraffe world.<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"dHdHP jLREf zXXje aGO eCClZ nTLv jLsYA gmuro TOSFd VmeZt sCkVm hkQai wGrlE MUuGM fciaN qQjt DhNVo Tgcqk IGLAf tWjkv\">\n<div class=\"PrismArticleBody SingleColumn xvlfx ZRifP TKoO eaKKC bOdfO\" data-testid=\"prism-article-body\">\n<div class=\"FITT_Article_main_group_wrapper VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs iJVrZ\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Enter\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.wildbook.org\/doku.php\" data-testid=\"prism-linkbase\">Wildbook<\/a>, a software program developed by Portland-based conservation tech nonprofit Wild Me, which automatically identifies individual animals by their unique coat patterns or other hallmark features, such as fluke or ear outlines. With the help of Wildbook and the nonprofit Giraffe Conservation Foundation, Stacy-Dawes, a research coordinator at the zoo&#8217;s Institute for Conservation Research, and her colleagues are able to blitz a giraffe population with photos over two days, upload the images and location data to their\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/giraffespotter.org\/\" data-testid=\"prism-linkbase\">GiraffeSpotter<\/a>\u00a0database, and presto: a robust population assessment emerges. So far they\u2019ve used Wildbook to assess giraffe numbers across three wildlife conservancies in northern Kenya.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">&#8220;Before a population assessment wasn&#8217;t something you could do in a weekend. It&#8217;s incredible,&#8221; Stacy-Dawes says. &#8220;It&#8217;s been really helpful in allowing us to work faster and understand the population better than we ever really could have before.&#8221; (Learn more:\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.com\/photography\/article\/giraffe-radio-collar-solar-tracker\" data-testid=\"prism-linkbase\">How to save the world\u2019s tallest animal<\/a>.)<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"NYwzQ vUYNV glxIO ilAoG HPkGR\">\n<div class=\"natgeo-ad\" data-testid=\"prism-ad-wrapper\" data-ad-placeholder=\"true\">\n<div data-box-type=\"fitt-adbox-fitt-article-inline-outstream\" data-testid=\"prism-ad\">\n<div class=\"Ad fitt-article-inline-outstream ad-slot\" data-slot-type=\"fitt-article-inline-outstream\" data-slot-kvps=\"pos=fitt-article-inline-outstream-1\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"FITT_Article_main_group_wrapper VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs iJVrZ\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">By year\u2019s end GiraffeSpotter will be publicly accessible so that everybody from park rangers to tourists on safari can upload their giraffe photos and location information to the online database. &#8220;We can increase our study efforts 10-fold by having tourists and citizen scientists be able to contribute to our research. It provides us with a huge data set that wouldn&#8217;t have been accessible before,&#8221; she says.<\/p>\n<div class=\"oLzSq QrHMO fnRUo pvsTF EhJPu vPlOC zNYgW OsTsW RMeqy daRVX ISNQ sKyCY eRftA acPPc MENS nFwaT MCnQE mEeeY SmBjI xegrY rPLsU iulOd NIuqO zzscu lzDCc aHUBM IEgzD OjMNy eQqcx SVqKB GQmdz jaoD VWDdR ONJdw vrZxD OnRTz gbbfF roDbV GPGwb oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div>\n<div class=\"InlineImage GpQCA lZur asrEW\" data-testid=\"prism-inline-image\">\n<figure class=\"kzIjN GNmeK pYrtp dSqFO\" data-testid=\"prism-figure\">\n<div class=\"lZur\" data-testid=\"prism-copyright-wrapper\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=374&amp;h=249, https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=748&amp;h=498 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=413&amp;h=275, https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=826&amp;h=550 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=718&amp;h=479, https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg?w=1436&amp;h=958 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" id=\"01-machine-saving-animals\" class=\"hsDdd vBqtr KrDt zFTjo hakZw HlUVI UbGlr\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/e08539cb-1827-43ee-ae1a-b927d19fda31\/01-machine-saving-animals-nationalgeographic_731179.jpg\" alt=\"a whale shark\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<p>&nbsp;<figcaption>\n<div class=\"nMMea bNYiy Mjgpa dGwha DDmxa jgKNG RGHCC aBIU PriDW lZur\" data-testid=\"prism-caption\">\n<div class=\"HXPPJ barbu IzgMt VcHIt uhSzI YGNMU cRAsZ xqMcl QtRul\">\n<p>A bot developed as part of Wildbook combs through YouTube to automatically identify individual whale sharks based on their unique constellation of spots.<\/p>\n<\/div>\n<div class=\"qinlA IpWvx oqZz tylGM lyWxS nWcVF UhTug PPcLh\"><span class=\"YNujN JGtjI aZFDu rkKLh gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">Photograph by Brian J. Skerry, Nat Geo Image Collection<\/span><\/div>\n<\/div>\n<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Welcome to the world of artificial intelligence in service of conservation, where some of hardest working additions to a research team aren&#8217;t the lead scientists or interns but tireless computers. Just as artificial intelligence (AI) powers Amazon&#8217;s Alexa, Gmail&#8217;s spam filter, and Facebook&#8217;s new friends suggestions, it\u2019s now being used to help out the animal world. AI is well on the road to completing tasks typically done manually by researchers, from identifying individual animals from photos for population studies to categorizing the many millions of camera trap photos gathered by field scientists. Thanks to advances in computing power and machine learning, computers now have the ability to learn on their own using banks of data.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">&#8220;There&#8217;s a perfect storm of AI and camera trap technology in terms of understanding animals from images,&#8221; says Robert Long, a conservation biologist at Seattle&#8217;s Woodland Park Zoo, who has been collaborating with Microsoft to develop AI tools to help monitor rare carnivores in the Pacific Northwest using camera traps. &#8220;I think it&#8217;s literally a revolution underway in terms of auto-identification of animals, whether it&#8217;s from still cameras or video.\u201d<\/p>\n<h2 class=\"RxNCg PvZ nIjPJ PMXYp LmsHF SfAHY mNgye lNbol LBPRq\">Binge-watching YouTube<\/h2>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">In addition to Microsoft\u2019s AI for Earth, which Long is working with and\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.org\/newsroom\/getting-back-to-nature-with-ai-why-microsoft-and-national-geographic-society-are-working-together-to-advance-conservation-science-with-computer-science\/\" data-testid=\"prism-linkbase\">National Geographic Society helps fund,<\/a>\u00a0there\u2019s Google\u2019s Wildlife Insights too. Both are collaborating with researchers to roll out the automation of camera trap photo analysis. Microsoft\u2019s program, a five-year, $50 million project that provides researchers access to AI tools to solve environmental challenges, is also working with Wildbook to lower the cost of new Wildbook databases. The goal is to move from start-up costs as high as tens of thousands of dollars down to an annual operating cost of $1,000.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Already Wildbook runs databases for 20 species, ranging from jaguars to zebras, but there are thousands of other species that computers could be trained to identify. Each Wildbook is typically used collaboratively by multiple organizations and research labs, with individual researchers owning their own data within the Wildbook database.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"NYwzQ vUYNV glxIO ilAoG HPkGR\">\n<div class=\"natgeo-ad\" data-testid=\"prism-ad-wrapper\" data-ad-placeholder=\"true\">\n<div data-box-type=\"fitt-adbox-fitt-article-inline-box\" data-testid=\"prism-ad\">\n<div class=\"Ad fitt-article-inline-box ad-slot\" data-slot-type=\"fitt-article-inline-box\" data-slot-kvps=\"pos=fitt-article-inline-box\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"FITT_Article_main_group_wrapper VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs iJVrZ\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<div class=\"oLzSq QrHMO fnRUo pvsTF EhJPu vPlOC zNYgW OsTsW RMeqy daRVX ISNQ sKyCY eRftA acPPc MENS nFwaT MCnQE mEeeY SmBjI xegrY rPLsU iulOd NIuqO zzscu lzDCc aHUBM IEgzD OjMNy eQqcx SVqKB GQmdz jaoD VWDdR ONJdw vrZxD OnRTz gbbfF roDbV GPGwb oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div class=\"video\">\n<div>\n<div class=\"ResponsiveWrapper\">\n<aside class=\"InlineElement InlineElement--content-width InlineElement--desktop InlineVideo\" aria-label=\"Video\">\n<div class=\"SingleVideo\">\n<div data-meta-id=\"\">\n<div class=\"NatGeoVideoPlayer NatGeoVideoPlayer--videoPlaying aspect-ratio--parent aspect-ratio--16x9 VideoPlayer\">\n<p><iframe class=\"absolute-fill\" title=\"Video Player\" src=\"about:blank\" allowfullscreen=\"allowfullscreen\" aria-hidden=\"false\" data-mce-fragment=\"1\"><\/iframe><\/p>\n<div class=\"VideoPlayer--placeholder absolute-fill\">\n<div class=\"PrismMediaPlaceholder\">\n<div class=\"MediaPlaceholder relative MediaPlaceholder--16x9 cursor-pointer height-contain\" tabindex=\"-1\" aria-hidden=\"true\">\n<figure class=\"Image aspect-ratio--parent MediaPlaceholder__Image\">\n<div class=\"RatioFrame aspect-ratio--16x9\"><\/div>\n<div class=\"Image__Wrapper aspect-ratio--child\"><img decoding=\"async\" class=\"\" src=\"https:\/\/i.natgeofe.com\/n\/cc99c3e6-72e7-4acb-8569-8b3e4cf59b72\/00000159-b1e9-d46a-afdd-b5ef8d960000.jpg?wp=1&amp;w=640&amp;h=360\" alt=\"\" aria-hidden=\"true\" data-mptype=\"image\" \/><\/div>\n<\/figure>\n<div class=\"MediaPlaceholder__Overlay absolute-fill flex flex-center-all\">\n<div class=\"MediaPlaceholder__Pill items-center absolute flex\" aria-hidden=\"true\">3:50<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"nMMea bNYiy Mjgpa dGwha DDmxa jgKNG RGHCC aBIU eEzcu lZur\" data-testid=\"prism-caption\">\n<div class=\"HXPPJ barbu IzgMt VcHIt uhSzI YGNMU cRAsZ xqMcl QtRul\"><span class=\"hsDdd OOSI GpQCA lZur VlFaz\" data-testid=\"prism-truncate\"><span class=\"mNSUE OQXzL FWSOf mIlhR jWzcU msTA-d OEkod\" aria-hidden=\"false\">Investigating the Mysterious Whale Sharks of Mafia Island<\/span><span class=\"gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">The whale sharks of Mafia Island are unusual because they don&#8217;t migrate\u2014and researchers want to know why.<\/span><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/aside>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Wildbook&#8217;s latest innovation is an &#8220;intelligent agent,&#8221; or bot, that combs through YouTube every night to extract new\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.com\/animals\/fish\/facts\/whale-shark\" data-testid=\"prism-linkbase\">whale shark<\/a>\u00a0videos, often uploaded by tourists and divers sharing their vacation footage. The intelligent agent locates and extracts still images of the whale shark from the video clip, so that the bot can analyze the shark\u2019s unique constellation of spots and identify it. The bot also collects the date and location of the sighting (or solicits it from the video&#8217;s uploader in the comments), then it submits the data to whaleshark.org&#8217;s database, a Wildbook for whale sharks that catalogues individuals using this computer-driven photo identification. (Read more from National Geographic about the\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/news.nationalgeographic.com\/2017\/11\/animals-whales-oceans-tourism-endangered\/\" data-testid=\"prism-linkbase\">Wildbook for whale sharks<\/a>.)<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">&#8220;We&#8217;ve been kind of stunned by how well the intelligent agent is doing its job and how much faster it&#8217;s collecting data than a traditional human researcher,&#8221; says Jason Holmberg, executive director of Wild Me. The intelligent agent currently works in five languages and averages about 30 video analyses a day.<\/p>\n<div class=\"oLzSq QrHMO fnRUo pvsTF EhJPu vPlOC zNYgW OsTsW RMeqy daRVX ISNQ sKyCY eRftA acPPc MENS nFwaT MCnQE mEeeY SmBjI xegrY rPLsU iulOd NIuqO zzscu lzDCc aHUBM IEgzD OjMNy eQqcx SVqKB GQmdz jaoD VWDdR ONJdw vrZxD OnRTz gbbfF roDbV GPGwb oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div>\n<div class=\"InlineImage GpQCA lZur asrEW\" data-testid=\"prism-inline-image\">\n<figure class=\"kzIjN GNmeK pYrtp dSqFO\" data-testid=\"prism-figure\">\n<div class=\"lZur\" data-testid=\"prism-copyright-wrapper\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=374&amp;h=249, https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=748&amp;h=498 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=413&amp;h=275, https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=826&amp;h=550 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=718&amp;h=479, https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg?w=1436&amp;h=958 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" id=\"03-machine-saving-animals\" class=\"hsDdd vBqtr KrDt zFTjo hakZw HlUVI UbGlr\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/b1cdbd94-c762-4535-9101-77b821eea011\/03-machine-saving-animals-nationalgeographic_1581645.jpg\" alt=\"plains zebras\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<p>&nbsp;<figcaption>\n<div class=\"nMMea bNYiy Mjgpa dGwha DDmxa jgKNG RGHCC aBIU PriDW lZur\" data-testid=\"prism-caption\">\n<div class=\"HXPPJ barbu IzgMt VcHIt uhSzI YGNMU cRAsZ xqMcl QtRul\">\n<p>Advancements in artificial intelligence have led to the development of computer programs that can analyze thousands of photos to identify just how many individual animals are represented in the set of images. Zebras are one such animal that\u2019s been surveyed this way.<\/p>\n<\/div>\n<div class=\"qinlA IpWvx oqZz tylGM lyWxS nWcVF UhTug PPcLh\"><span class=\"YNujN JGtjI aZFDu rkKLh gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">Photograph by Sergio Pitamitz, Nat Geo Image Collection<\/span><\/div>\n<\/div>\n<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">\u201cLetting this thing loose on YouTube, especially with migratory species that are out in the ocean, you get this chance of finding outlier sightings of animals where researchers just simply aren\u2019t going,\u201d says Jon Van Oast, a senior engineer at Wildbook and the brain behind the intelligent agent. \u201cIt goes places where the researchers just can\u2019t for logistics reasons and funding.\u201d<\/p>\n<div class=\"oLzSq QrHMO GbsKS pvsTF EhJPu vPlOC zNYgW OsTsW AMhAA daRVX ISNQ sKyCY eRftA acPPc ebfE nFwaT MCnQE mEeeY SmBjI xegrY VvTxJ iulOd NIuqO zzscu lzDCc aHUBM hbvnu OjMNy eQqcx SVqKB GQmdz jaoD iShaE ONJdw vrZxD OnRTz gbbfF roDbV kRoBe oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div class=\"zzkIM UtCfs sXthe lyRMG XQpSH\" data-testid=\"prism-divider\"><\/div>\n<div>\n<section class=\"CHWlW ZgZTu FlDNH hQfuy feniZ wBpop uAyYK yJYJo OGgqj tQHio PCVZs Kiog iKqXF eeiyR\" data-testid=\"prism-collection\">\n<header class=\"mLASH VZTD bhaVx\">\n<div>\n<h2 class=\"KuBvM lFzlq GbVC HkWF exKgG kGyAC SwCrv RTkZF\">You May Also Like<\/h2>\n<\/div>\n<\/header>\n<div class=\"rRTs EwJTR UpiKB sKbok RsAxh msYPt zKjNI SXHxp OaElp KzevM LFuuA jLoop liAe uMOq zYIfP pYgZk Mxrkk VZTD lZur TPpRg NoUSU igcMP DtJWr QgBvn DFdlJ QGHKv HNQqj\" data-testid=\"prism-card\">\n<div class=\"hsDdd GpQCA lZur BOsoU YMZw dihEb srtah LmIPo JzlZQ iRFVw qrShQ ZZxEf jCA-DP TucPs MWLZF PEVz zHngH VbrfA zZsl kjmkg OwbFk QuuaM\">\n<div class=\"GpQCA lZur oVsVV uMOq\" data-testid=\"prism-ratio-frame\">\n<div class=\"FvQLF iLTd NqeUA UzzHi iWsMV\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/6b27f44c-0025-4951-ac43-5eab66c6e68a\/NationalGeographic_2801343_square.jpg?w=195&amp;h=195, https:\/\/i.natgeofe.com\/n\/6b27f44c-0025-4951-ac43-5eab66c6e68a\/NationalGeographic_2801343_square.jpg?w=390&amp;h=390 2x\" media=\"(max-width: 767px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/6b27f44c-0025-4951-ac43-5eab66c6e68a\/NationalGeographic_2801343_square.jpg?w=220&amp;h=220, https:\/\/i.natgeofe.com\/n\/6b27f44c-0025-4951-ac43-5eab66c6e68a\/NationalGeographic_2801343_square.jpg?w=440&amp;h=440 2x\" media=\"(min-width: 768px)\" \/><img decoding=\"async\" class=\"hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/6b27f44c-0025-4951-ac43-5eab66c6e68a\/NationalGeographic_2801343_square.jpg\" alt=\"\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"QGHKv iVcn VZTD rEPuv ICwhc ibBnq xuArw ZLXw kSqqG\">\n<div class=\"VZTD rEPuv QXDKT aimoN\" data-testid=\"prism-meta\">\n<div class=\"CJAFL gDeX\">\n<div id=\"Howtosurviveanencountags\" class=\"mLASH VZTD UeCOM wSnmx ltDkr MjHGf rmiAn vvBSK\">\n<div class=\"wXbPV YAJid wPGsL\">ANIMALS<\/div>\n<\/div>\n<h2 id=\"Howtosurviveanencounheadline\" class=\"PFoxV eBpQD rcQBv bQtjQ lQUdN GpQCA mAkiF FvMyr WvoqU dMSoH tuAKv\">How to survive an encounter with wildlife\u2014from bears to bison<\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"rRTs EwJTR UpiKB sKbok RsAxh msYPt zKjNI SXHxp OaElp KzevM LFuuA jLoop liAe uMOq zYIfP pYgZk Mxrkk VZTD lZur TPpRg NoUSU igcMP DtJWr QgBvn DFdlJ QGHKv HNQqj\" data-testid=\"prism-card\">\n<div class=\"hsDdd GpQCA lZur BOsoU YMZw dihEb srtah LmIPo JzlZQ iRFVw qrShQ ZZxEf jCA-DP TucPs MWLZF PEVz zHngH VbrfA zZsl kjmkg OwbFk QuuaM\">\n<div class=\"GpQCA lZur oVsVV uMOq\" data-testid=\"prism-ratio-frame\">\n<div class=\"FvQLF iLTd NqeUA UzzHi iWsMV\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/cdbd4ca6-1d15-4057-af43-d16c84a64aaf\/NationalGeographic_1455239_square.jpg?w=195&amp;h=195, https:\/\/i.natgeofe.com\/n\/cdbd4ca6-1d15-4057-af43-d16c84a64aaf\/NationalGeographic_1455239_square.jpg?w=390&amp;h=390 2x\" media=\"(max-width: 767px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/cdbd4ca6-1d15-4057-af43-d16c84a64aaf\/NationalGeographic_1455239_square.jpg?w=220&amp;h=220, https:\/\/i.natgeofe.com\/n\/cdbd4ca6-1d15-4057-af43-d16c84a64aaf\/NationalGeographic_1455239_square.jpg?w=440&amp;h=440 2x\" media=\"(min-width: 768px)\" \/><img decoding=\"async\" class=\"hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/cdbd4ca6-1d15-4057-af43-d16c84a64aaf\/NationalGeographic_1455239_square.jpg\" alt=\"\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"QGHKv iVcn VZTD rEPuv ICwhc ibBnq xuArw ZLXw kSqqG\">\n<div class=\"VZTD rEPuv QXDKT aimoN\" data-testid=\"prism-meta\">\n<div class=\"CJAFL gDeX\">\n<div id=\"Theworldslargestfishtags\" class=\"mLASH VZTD UeCOM wSnmx ltDkr MjHGf rmiAn vvBSK\">\n<div class=\"wXbPV YAJid wPGsL\">ANIMALS<\/div>\n<\/div>\n<h2 id=\"Theworldslargestfishheadline\" class=\"PFoxV eBpQD rcQBv bQtjQ lQUdN GpQCA mAkiF FvMyr WvoqU dMSoH tuAKv\">The world&#8217;s largest fish are vanishing without a trace<\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"EwJTR UpiKB sKbok RsAxh msYPt zKjNI SXHxp OaElp KzevM LFuuA jLoop liAe uMOq zYIfP pYgZk Mxrkk VZTD lZur TPpRg NoUSU igcMP DtJWr QgBvn DFdlJ QGHKv HNQqj\" data-testid=\"prism-card\">\n<div class=\"hsDdd GpQCA lZur BOsoU YMZw dihEb srtah LmIPo JzlZQ iRFVw qrShQ ZZxEf jCA-DP TucPs MWLZF PEVz zHngH VbrfA zZsl kjmkg OwbFk QuuaM\">\n<div class=\"GpQCA lZur oVsVV uMOq\" data-testid=\"prism-ratio-frame\">\n<div class=\"FvQLF iLTd NqeUA UzzHi iWsMV\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/f6ecd5da-b71f-4ddc-8f23-0c84540c0e00\/NationalGeographic_1517521_square.jpg?w=195&amp;h=195, https:\/\/i.natgeofe.com\/n\/f6ecd5da-b71f-4ddc-8f23-0c84540c0e00\/NationalGeographic_1517521_square.jpg?w=390&amp;h=390 2x\" media=\"(max-width: 767px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/f6ecd5da-b71f-4ddc-8f23-0c84540c0e00\/NationalGeographic_1517521_square.jpg?w=220&amp;h=220, https:\/\/i.natgeofe.com\/n\/f6ecd5da-b71f-4ddc-8f23-0c84540c0e00\/NationalGeographic_1517521_square.jpg?w=440&amp;h=440 2x\" media=\"(min-width: 768px)\" \/><img decoding=\"async\" class=\"hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/f6ecd5da-b71f-4ddc-8f23-0c84540c0e00\/NationalGeographic_1517521_square.jpg\" alt=\"\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"QGHKv iVcn VZTD rEPuv ICwhc ibBnq xuArw ZLXw kSqqG\">\n<div class=\"VZTD rEPuv QXDKT aimoN\" data-testid=\"prism-meta\">\n<div class=\"CJAFL gDeX\">\n<div id=\"Howcanyoutellifaphottags\" class=\"mLASH VZTD UeCOM wSnmx ltDkr MjHGf rmiAn vvBSK\">\n<div class=\"wXbPV YAJid wPGsL\">SCIENCE<\/div>\n<\/div>\n<h2 id=\"Howcanyoutellifaphotheadline\" class=\"PFoxV eBpQD rcQBv bQtjQ lQUdN GpQCA mAkiF FvMyr WvoqU dMSoH tuAKv\">How can you tell if a photo is AI generated? Here are some tips.<\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<div class=\"zzkIM UtCfs Ufjyt XQpSH\" data-testid=\"prism-divider\"><\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Since the intelligence agent began work in May 2017, it has located a total of 1,900 whale shark videos, and it\u2019s continually improving its performance. In the past 30 days, it has logged over 500 encounters\u2014twice as many as the most productive human spotters. &#8220;It&#8217;s essentially a flood of free data that researchers are missing,&#8221; says Holmberg. The data can be used by researchers to create population models, assess whether marine protected areas are boosting whale shark numbers, or identify new whale shark hot spots for conservation.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Population data collected through\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"http:\/\/whaleshark.org\/\" data-testid=\"prism-linkbase\">whaleshark.org<\/a>\u00a0was instrumental in informing the 2016 decision to\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/news.nationalgeographic.com\/2016\/08\/whale-sharks-endangered-species-conservation\/\" data-testid=\"prism-linkbase\">increase the whale shark\u2019s status<\/a>\u00a0from \u201cvulnerable\u201d to \u201cendangered\u201d in the IUCN Red List of Threatened Species, a global database that tracks and assigns conservation statuses. Meanwhile the same population data can help inform the creation and management of marine protected areas to help increase whale sharks\u2019 numbers, which have halved over the past 75 years.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"NYwzQ vUYNV glxIO ilAoG HPkGR\">\n<div class=\"natgeo-ad\" data-testid=\"prism-ad-wrapper\" data-ad-placeholder=\"true\">\n<div data-box-type=\"fitt-adbox-fitt-article-inline-outstream\" data-testid=\"prism-ad\">\n<div class=\"Ad fitt-article-inline-outstream ad-slot\" data-slot-type=\"fitt-article-inline-outstream\" data-slot-kvps=\"pos=fitt-article-inline-outstream-2\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"FITT_Article_main_group_wrapper VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs iJVrZ\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<div class=\"oLzSq QrHMO fnRUo pvsTF EhJPu vPlOC zNYgW OsTsW RMeqy daRVX ISNQ sKyCY eRftA acPPc MENS nFwaT MCnQE mEeeY SmBjI xegrY rPLsU iulOd NIuqO zzscu lzDCc aHUBM IEgzD OjMNy eQqcx SVqKB GQmdz jaoD VWDdR ONJdw vrZxD OnRTz gbbfF roDbV GPGwb oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div>\n<div class=\"InlineImage GpQCA lZur asrEW\" data-testid=\"prism-inline-image\">\n<figure class=\"kzIjN GNmeK pYrtp dSqFO\" data-testid=\"prism-figure\">\n<div class=\"lZur\" data-testid=\"prism-copyright-wrapper\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=374&amp;h=234, https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=748&amp;h=468 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=413&amp;h=258, https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=826&amp;h=516 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=718&amp;h=449, https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg?w=1436&amp;h=898 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" id=\"04-machines-saving-animals\" class=\"hsDdd vBqtr KrDt zFTjo hakZw HlUVI UbGlr\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/927f1b01-8426-456f-a184-74e254bad574\/04-machines-saving-animals-matches.jpg\" alt=\"a whale tail\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<p>&nbsp;<figcaption>\n<div class=\"nMMea bNYiy Mjgpa dGwha DDmxa jgKNG RGHCC aBIU PriDW lZur\" data-testid=\"prism-caption\">\n<div class=\"HXPPJ barbu IzgMt VcHIt uhSzI YGNMU cRAsZ xqMcl QtRul\">\n<p>Wildbook software can identify individual whales by analyzing photos of their flukes, each of which is unique.<\/p>\n<\/div>\n<div class=\"qinlA IpWvx oqZz tylGM lyWxS nWcVF UhTug PPcLh\"><span class=\"YNujN JGtjI aZFDu rkKLh gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">Photograph by Hendrik Weideman, Zach Jablons, and Chuck Stewart<\/span><\/div>\n<\/div>\n<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Wildbook is currently rolling out an additional intelligent agent to spot and log individual\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.com\/animals\/reptiles\/facts\/green-sea-turtle\" data-testid=\"prism-linkbase\">green sea turtles<\/a>\u00a0and\u00a0<a class=\"zZygg UbGlr iFzkS qdXbA WCDhQ DbOXS tqUtK GpWVU iJYzE\" href=\"https:\/\/www.nationalgeographic.com\/animals\/reptiles\/facts\/hawksbill-sea-turtle\" data-testid=\"prism-linkbase\">hawksbill sea turtles<\/a>\u00a0in YouTube videos. By month&#8217;s end, they plan to have the agent working on identifying giant manta rays, humpback whales, and giraffes from YouTube.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">&#8220;We very much envision the ability for researchers to not be spending years curating their data but moving to a world of continuous monitoring where we can react and pivot to population numbers very rapidly,\u201d says Holmberg.<\/p>\n<h2 class=\"RxNCg PvZ nIjPJ PMXYp LmsHF SfAHY mNgye lNbol LBPRq\">How smart computers handle bad photos<\/h2>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">Many of the digital images uploaded to Wildbook databases are taken by humans, but it\u2019s not just user-taken photos that are fair game for computer vision-aided animal identification. One increasingly invaluable field tool for scientists to monitor where animals occur and how many of them there are is the camera trap, a remote camera that\u2019s triggered by a motion or infrared sensor to snap photos of bypassing wildlife.<\/p>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">But camera trap images are often blurry, out of focus, or taken in low light. And the sheer volume of images taken by digital camera traps can number in the tens or even hundreds of thousands, often creating a bottleneck back at the lab, where someone has to manually view and log each image.<\/p>\n<div class=\"oLzSq QrHMO fnRUo pvsTF EhJPu vPlOC zNYgW OsTsW RMeqy daRVX ISNQ sKyCY eRftA acPPc MENS nFwaT MCnQE mEeeY SmBjI xegrY rPLsU iulOd NIuqO zzscu lzDCc aHUBM IEgzD OjMNy eQqcx SVqKB GQmdz jaoD VWDdR ONJdw vrZxD OnRTz gbbfF roDbV GPGwb oMlSS gfNzt oJhud eXZcf zhVlX\">\n<div>\n<div class=\"uGHbk\" role=\"region\" data-testid=\"prism-gallery\" aria-roledescription=\"gallery with carousel\" aria-label=\"Gallery With Carousel\">\n<div class=\"XthkA TGBnE VuQAx Ydfl GbOxz dBqGN nbrgV JqMGV bacNQ CoqvJ UElbh fNrir HwLVL\">\n<section class=\"hSpKe\" data-testid=\"prism-carousel\">\n<div class=\"hSpKe\" data-interactiontype=\"mouse\">\n<div>\n<div class=\"lbJqa hSpKe qspDq ZTYCi\">\n<div class=\"qspDq iTZkW zGoMv qgMXg DUhSA\">\n<div class=\"ueamt GeGpz giuUh TWQou cqAbB LmzRU BqEc NAWz\" data-carousel-id=\"0\" aria-hidden=\"false\" data-testid=\"prism-carousel-slide\">\n<div class=\"liGUL OuZVC rYAqg efFOC\">\n<div class=\"jhUci VXMgX uQHle qSKXd WwZcy JnQUy bKaue tyDRZ\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=374&amp;h=249, https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=748&amp;h=498 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=413&amp;h=275, https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=826&amp;h=550 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=718&amp;h=477, https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG?w=1436&amp;h=954 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" class=\"FGWBh xBeoR qNpPy lXDCk WjXg RopXG kmLsR bikB uEBbE icHVz FAoGs UUPFw SfOwA TQkkk fmLLj NAnzU UbGlr hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/3ac79952-e41e-4726-b41c-b0e56f1dd38a\/giraffe_01.JPG\" alt=\"giraffes\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"ueamt GeGpz giuUh TWQou cqAbB LmzRU BqEc NAWz\" data-carousel-id=\"1\" aria-hidden=\"true\" data-testid=\"prism-carousel-slide\">\n<div class=\"liGUL OuZVC rYAqg efFOC\">\n<div class=\"jhUci VXMgX uQHle qSKXd WwZcy JnQUy bKaue tyDRZ\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=374&amp;h=562, https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=748&amp;h=1124 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=413&amp;h=621, https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=826&amp;h=1242 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=718&amp;h=1080, https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG?w=1436&amp;h=2160 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" class=\"FGWBh xBeoR qNpPy lXDCk WjXg RopXG kmLsR bikB uEBbE icHVz FAoGs UUPFw SfOwA TQkkk fmLLj NAnzU UbGlr hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/ddf05451-ec7e-42e0-9f62-3f8fca8bb87b\/giraffe_02.JPG\" alt=\"a giraffe\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"ueamt GeGpz giuUh TWQou cqAbB LmzRU BqEc NAWz\" data-carousel-id=\"2\" aria-hidden=\"true\" data-testid=\"prism-carousel-slide\">\n<div class=\"liGUL OuZVC rYAqg efFOC\">\n<div class=\"jhUci VXMgX uQHle qSKXd WwZcy JnQUy bKaue tyDRZ\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=374&amp;h=249, https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=748&amp;h=498 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=413&amp;h=275, https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=826&amp;h=550 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=718&amp;h=477, https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg?w=1436&amp;h=954 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" class=\"FGWBh xBeoR qNpPy lXDCk WjXg RopXG kmLsR bikB uEBbE icHVz FAoGs UUPFw SfOwA TQkkk fmLLj NAnzU UbGlr hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/feeed720-7caa-4f98-a55e-0e8f01ed62ee\/giraffe_03.jpg\" alt=\"a reticulated giraffe\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"ueamt GeGpz giuUh TWQou cqAbB LmzRU BqEc NAWz\" data-carousel-id=\"3\" aria-hidden=\"true\" data-testid=\"prism-carousel-slide\">\n<div class=\"liGUL OuZVC rYAqg efFOC\">\n<div class=\"jhUci VXMgX uQHle qSKXd WwZcy JnQUy bKaue tyDRZ\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=374&amp;h=249, https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=748&amp;h=498 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=413&amp;h=275, https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=826&amp;h=550 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=718&amp;h=478, https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg?w=1436&amp;h=956 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" class=\"FGWBh xBeoR qNpPy lXDCk WjXg RopXG kmLsR bikB uEBbE icHVz FAoGs UUPFw SfOwA TQkkk fmLLj NAnzU UbGlr hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/72beb286-447e-403a-b8b7-6b5d5a69b62e\/giraffe_04.jpg\" alt=\"a reticulated giraffe\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<div class=\"ueamt GeGpz giuUh TWQou cqAbB LmzRU BqEc NAWz\" data-carousel-id=\"4\" aria-hidden=\"true\" data-testid=\"prism-carousel-slide\">\n<div class=\"liGUL OuZVC rYAqg efFOC\">\n<div class=\"jhUci VXMgX uQHle qSKXd WwZcy JnQUy bKaue tyDRZ\"><picture data-testid=\"prism-picture\"><source srcset=\"https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=374&amp;h=562, https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=748&amp;h=1124 2x\" media=\"(max-width: 374px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=413&amp;h=621, https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=826&amp;h=1242 2x\" media=\"(min-width: 375px) and (max-width: 413px)\" \/><source srcset=\"https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=718&amp;h=1080, https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg?w=1436&amp;h=2160 2x\" media=\"(min-width: 414px)\" \/><img decoding=\"async\" class=\"FGWBh xBeoR qNpPy lXDCk WjXg RopXG kmLsR bikB uEBbE icHVz FAoGs UUPFw SfOwA TQkkk fmLLj NAnzU UbGlr hsDdd\" draggable=\"false\" src=\"https:\/\/i.natgeofe.com\/n\/9a3edd5d-4892-4c61-9d1f-03ac83d8e1cf\/giraffe_05.jpg\" alt=\"a Masai giraffe\" data-testid=\"prism-image\" \/><\/picture><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"NqeUA GpQCA mwbmA hxxnp nSlfC bWaJF iqpUm mwqbS\" aria-live=\"polite\" aria-atomic=\"true\"><\/div>\n<\/div>\n<\/section>\n<p>&nbsp;<\/p>\n<div class=\"suKNX VZTD iLTd jIRH sWZE AAtaa UzzHi FpGwl LvMeO\">\n<div id=\"undefined-dot-pagination\" class=\"mLASH VZTD kDSxb WPpZh vZHJR UdONg dCIOf ccwzg DStGo gWRci aNnIu GDslh CuJpq OVEqF RjIuw fSKxW WFjCC gjjeA iCEKb QspJs UQKFE\" tabindex=\"0\" role=\"status\" data-testid=\"prism-pagination-dots\" aria-label=\"Image 1 of 5\" aria-live=\"polite\" aria-atomic=\"true\">\n<div class=\"kvoS rSWM NBuIE suKNX Javgp wRmsm JgpQK azEp lqtkC dfzPr HfYhe mvEmE hCYhn\" aria-hidden=\"true\"><\/div>\n<div class=\"ypmn rSWM NBuIE suKNX OsZBP wRmsm JgpQK WoPDf lqtkC ujbQC HfYhe EoRHR\" aria-hidden=\"true\"><\/div>\n<div class=\"ypmn rSWM NBuIE suKNX OsZBP wRmsm JgpQK WoPDf lqtkC ujbQC HfYhe EoRHR\" aria-hidden=\"true\"><\/div>\n<div class=\"ypmn rSWM NBuIE suKNX OsZBP wRmsm JgpQK WoPDf lqtkC ujbQC HfYhe EoRHR\" aria-hidden=\"true\"><\/div>\n<div class=\"ypmn rSWM NBuIE suKNX OsZBP wRmsm JgpQK WoPDf lqtkC ujbQC HfYhe EoRHR\" aria-hidden=\"true\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div aria-live=\"polite\" aria-atomic=\"true\">\n<div class=\"QYtBu rvnTO oFvou tWrXp nMMea bNYiy Mjgpa dGwha DDmxa jgKNG RGHCC aBIU eEzcu lZur\" data-testid=\"prism-caption\">\n<div class=\"HXPPJ barbu IzgMt VcHIt uhSzI YGNMU cRAsZ xqMcl QtRul\"><span class=\"hsDdd OOSI GpQCA lZur VlFaz\" data-testid=\"prism-truncate\"><span class=\"gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">A reticulated giraffe (<i>Giraffa camelopardalis reticulata<\/i>) and a Rothschild&#8217;s giraffe (<i>Giraffa camelopardalis rothschildi<\/i>), two giraffe subspecies, photographed at Rolling Hills Wildlife Adventure in Salina, Kansas<\/span><\/span><\/div>\n<div class=\"qinlA IpWvx oqZz tylGM lyWxS nWcVF UhTug PPcLh\"><span class=\"YNujN JGtjI aZFDu rkKLh gtOSm FbbUW tUtYa vOCwz EQwFq yCufu eEak Qmvg nyTIa SRXVc vzLa jgBfc WXDas CiUCW kqbG zrdEG txGfn ygKVe BbezD UOtxr CVfpq xijV soGRS XgdC sEIlf daWqJ\">Photograph by Joel Sartore, National Geographic Photo Ark<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p class=\"EkqkG nlgHS yuUao lqtkC TjIXL aGjvy\">\u201cThere\u2019s this community of people who are using images for important work, and they are extremely limited by the time required for humans to annotate all of those images, so the problem is really teed up nicely for AI to tremendously accelerate what conservation biologists do,\u201d says Dan Morris, a principal researcher in the Microsoft AI for Earth program who studies computer vision image processing for conservation. He says that AI technology is almost good enough to be applied to camera trap photos, but it will likely have some limitations out of the gate, given how widely photo quality in camera trap images varies, from blurry nighttime images to out-of-focus shots.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"NYwzQ vUYNV glxIO ilAoG HPkGR\">\n<div class=\"natgeo-ad\" data-testid=\"prism-ad-wrapper\" data-ad-placeholder=\"true\">\n<div data-box-type=\"fitt-adbox-fitt-article-inline-outstream\" data-testid=\"prism-ad\">\n<div class=\"Ad fitt-article-inline-outstream ad-slot\" data-slot-type=\"fitt-article-inline-outstream\" data-slot-kvps=\"pos=fitt-article-inline-outstream-3\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"FITT_Article_main_group_wrapper VZTD UeCOM jIRH oimqG DjbQm UwdmX Xmrlz ReShI KaJdY lqtkC ssImf HfYhe RTHNs iJVrZ\" data-testid=\"prism-GridContainer\">\n<div class=\"Kiog kNVGM nvpSA qwdi bmjsw\" data-testid=\"prism-GridRow\">\n<div class=\"theme-e oBTii mrzah\" data-testid=\"prism-GridColumn\">\n<p class=\"EkqkG nlgHS yuUao lqtkC eTIW sUzSN\">Machine learning will not only usher in the automation of monitoring endangered species from camera trap data but also the automation of spotting poachers, something Morris describes as being right on the cusp of practicality: \u201cYou can\u2019t put people everywhere but you can put cameras in a lot of places.\u201d The potential for computer vision to help the planet encompasses everything from analyzing aerial imagery in arctic and savannah landscapes to monitor large animals to tracking forest recovery and loss from satellite imagery, to even monitoring plastic pollution using AI drones. &#8220;Computer vision can offer a lot not just for wildlife conservation applications but also sustainability more broadly,\u201d says Morris. \u201cFundamentally it\u2019s really about leveraging AI to save the planet.\u201d<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>How artificial intelligence is changing wildlife research From analyzing animal photos to combing through YouTube, new software is harnessing data never before accessible to scientists. San Diego Zoo\u2019s Jenna Stacy-Dawes knows all too well the urgency of her research. Reticulated giraffes across the regions in northern Kenya that she studies have declined up to 70 [&hellip;]<\/p>","protected":false},"author":1,"featured_media":10752,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11756","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/pages\/11756","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/comments?post=11756"}],"version-history":[{"count":2,"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/pages\/11756\/revisions"}],"predecessor-version":[{"id":11758,"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/pages\/11756\/revisions\/11758"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/media\/10752"}],"wp:attachment":[{"href":"https:\/\/www.starsskytravel.com\/ar\/wp-json\/wp\/v2\/media?parent=11756"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}