{"id":10294,"date":"2024-04-09T22:47:33","date_gmt":"2024-04-09T20:47:33","guid":{"rendered":"https:\/\/geopard.tech\/?p=10294"},"modified":"2024-04-09T22:47:33","modified_gmt":"2024-04-09T20:47:33","slug":"pasaules-salo-augsnu-kartesana-izmantojot-talizpetes-tehnologijas","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lv\/blog\/mapping-worlds-salted-soils-using-remote-sensing-technologies\/","title":{"rendered":"Pasaules s\u0101\u013co augs\u0146u kart\u0113\u0161ana, izmantojot t\u0101lizp\u0113tes tehnolo\u0123ijas"},"content":{"rendered":"<p>P\u0113tnieku komanda ir izveidojusi metodi, kas ar iespaid\u012bgu precizit\u0101ti l\u012bdz 10 metriem m\u0113ra augsnes s\u0101\u013cuma saturu vis\u0101 pasaul\u0113. \u0160is uzlabojums apmierina kritisko vajadz\u012bbu p\u0113c prec\u012bza augsnes s\u0101\u013cuma nov\u0113rt\u0113juma, kas ir b\u016btisks jaut\u0101jums, kas ietekm\u0113 lauksaimniec\u012bbas produktivit\u0101ti un augsnes vesel\u012bbu vis\u0101 pasaul\u0113.<\/p>\n<p>Augsnes s\u0101\u013cums, kas ir zemes degrad\u0101cijas veids, ietekm\u0113 vair\u0101k nek\u0101 1 miljardu hekt\u0101ru vis\u0101 pasaul\u0113, kait\u0113jot lauksaimniec\u012bbas produktivit\u0101tei un vides vesel\u012bbai. Iepriek\u0161\u0113jie centieni kart\u0113t augsnes s\u0101\u013cumu sask\u0101r\u0101s ar gr\u016bt\u012bb\u0101m pieejamo datu kopu zem\u0101s detaliz\u0101cijas un gr\u016bt\u012bbu d\u0113\u013c par\u0101d\u012bt nep\u0101rtraukt\u0101s augsnes s\u0101\u013cuma l\u012bme\u0146a izmai\u0146as.<\/p>\n<p>Atz\u012bstot \u0161\u012bs probl\u0113mas, p\u0113tnieku komanda nol\u0113ma izveidot modeli, kas izmanto Sentinel-1\/2 att\u0113lus, klimata datus, reljefa inform\u0101ciju un uzlabotus ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s algoritmus. Vi\u0146u m\u0113r\u0137is bija nov\u0113rt\u0113t augsnes s\u0101\u013cumu piecos klimata re\u0123ionos.<\/p>\n<p>Rezult\u0101ti tika public\u0113ti rakst\u0101, kas public\u0113ts 2024. gada 28. mart\u0101 \u017eurn\u0101l\u0101 Journal of Remote Sensing. \u0160aj\u0101 p\u0113t\u012bjum\u0101 tiek ieviests jaunin\u0101jums, kas efekt\u012bvi apvieno le\u0146\u0137iskus spir\u0101lveida kan\u0101lus ar periodiskiem sarau\u0161an\u0101s-izple\u0161an\u0101s mas\u012bviem.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"10301\" data-permalink=\"https:\/\/geopard.tech\/lv\/blog\/mapping-worlds-salted-soils-using-remote-sensing-technologies\/global-soil-salinity-estimation-at-10-m-using-multi-source-remote-sensing\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?fit=1280%2C626&amp;ssl=1\" data-orig-size=\"1280,626\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Global Soil Salinity Estimation at 10 m Using Multi-Source Remote Sensing\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?fit=1024%2C501&amp;ssl=1\" class=\"aligncenter wp-image-10301 size-full\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?resize=810%2C396&#038;ssl=1\" alt=\"Glob\u0101la augsnes s\u0101\u013cuma nov\u0113rt\u0113\u0161ana 10 m att\u0101lum\u0101, izmantojot t\u0101lizp\u0113ti no vair\u0101kiem avotiem\" width=\"810\" height=\"396\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?w=1280&amp;ssl=1 1280w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?resize=300%2C147&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?resize=1024%2C501&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?resize=768%2C376&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Global-Soil-Salinity-Estimation-at-10-m-Using-Multi-Source-Remote-Sensing.jpg?resize=1200%2C587&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>\u0160\u012bs p\u016bles pamat\u0101 ir datu integr\u0101cija no da\u017e\u0101d\u0101m t\u0101lizp\u0113tes tehnolo\u0123ij\u0101m, jo \u012bpa\u0161i sare\u017e\u0123\u012btajiem Sentinel-1\/2 satel\u012btiem, apvienojum\u0101 ar ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s algoritmu strat\u0113\u0123isku izmanto\u0161anu. \u0160\u012b pieeja ir novedusi pie uzlabota mode\u013ca izstr\u0101des, kas sp\u0113j prec\u012bzi kart\u0113t augsnes s\u0101\u013cumu ar iev\u0113rojamu precizit\u0101ti \u2014 10 metru iz\u0161\u0137irtsp\u0113ju pat da\u017e\u0101dos klimatiskajos apst\u0101k\u013cos.<\/p>\n<p>\u0160\u012b revolucion\u0101r\u0101 metode m\u016bs krietni p\u0101rsniedz iepriek\u0161\u0113jo centienu ierobe\u017eojumus, kurus ierobe\u017eoja zem\u0101ka iz\u0161\u0137irtsp\u0113ja un \u0161aur\u0101ks fokuss uz augsnes s\u0101\u013cuma anal\u012bzi. M\u016bsu p\u0113tnieku komanda ir apkopojusi pla\u0161u datu kopu, kas aptver glob\u0101los klimata mode\u013cus, prec\u012bzus augsnes s\u0101\u013cuma m\u0113r\u012bjumus zemes l\u012bmen\u012b un visaptvero\u0161u \u0123eotelpisko main\u012bgo kl\u0101stu.<\/p>\n<p>Izmantojot Random Forest algoritmu, modelis ne tikai izce\u013cas ar iev\u0113rojamu precizit\u0101ti augsnes s\u0101\u013cuma prognoz\u0113\u0161an\u0101, bet ar\u012b izgaismo klimata, grunts\u016bde\u0146u l\u012bme\u0146a un s\u0101\u013cuma indeksu b\u016btisko lomu augsnes s\u0101\u013cuma ainavu veido\u0161an\u0101. \u0160is sasniegums iez\u012bm\u0113 soli uz priek\u0161u m\u016bsu sp\u0113j\u0101 uzraudz\u012bt un p\u0101rvald\u012bt augsnes vesel\u012bbu glob\u0101l\u0101 m\u0113rog\u0101.<\/p>\n<p>Galvenais p\u0113tnieks, profesors D\u017eou \u0160i, sac\u012bja: \u201c\u0160is p\u0113t\u012bjums ir iev\u0113rojams progress m\u016bsu sp\u0113j\u0101 nov\u0113rt\u0113t un risin\u0101t augsnes s\u0101\u013cuma probl\u0113mu glob\u0101l\u0101 m\u0113rog\u0101. Integr\u0113jot satel\u012btatt\u0113lus ar ma\u0161\u012bnm\u0101c\u012b\u0161anos, m\u0113s tagad varam prec\u012bzi un detaliz\u0113ti noteikt s\u0101\u013c\u0101s augsnes, sniedzot nenov\u0113rt\u0113jamu ieskatu ilgtsp\u0113j\u012bg\u0101 zemes un lauksaimniec\u012bbas praks\u0113.\u201d<\/p>\n<p>Jaun\u0101kie p\u0113t\u012bjumi ir rad\u012bju\u0161i augstas iz\u0161\u0137irtsp\u0113jas glob\u0101lu augsnes s\u0101\u013cuma karti. \u0160\u012b karte ir v\u0113rt\u012bgs instruments gan zin\u0101tniekiem, gan politikas veidot\u0101jiem, gan lauksaimniekiem. T\u0101 pal\u012bdz vi\u0146iem efekt\u012bvi risin\u0101t augsnes s\u0101\u013cuma probl\u0113mas. Nosakot apgabalus ar augstu s\u0101\u013cumu, vi\u0146i var veikt m\u0113r\u0137tiec\u012bgas darb\u012bbas, lai atjaunotu augsnes vesel\u012bbu.<\/p>\n<p>Turkl\u0101t t\u0101 atbalsta ilgtsp\u0113j\u012bgas lauksaimniec\u012bbas prakses ievie\u0161anu un pal\u012bdz pl\u0101not resursu p\u0101rvald\u012bbas strat\u0113\u0123ijas. Turkl\u0101t \u0161aj\u0101 p\u0113t\u012bjum\u0101 izmantot\u0101 metodolo\u0123ija nosaka jaunu standartu vides monitoringam ar potenci\u0101lu pielietojumu citos zemes degrad\u0101cijas nov\u0113rt\u0113jumos.<\/p>\n<hr \/>\n<p><strong>Vair\u0101k inform\u0101cijas<\/strong>Nan Wang et al., Glob\u0101l\u0101 augsnes s\u0101\u013cuma nov\u0113rt\u0113\u0161ana 10 m att\u0101lum\u0101, izmantojot vair\u0101ku avotu t\u0101lizp\u0113ti, Journal of Remote Sensing (2024). DOI: 10.34133\/remotesensing.0130<\/p>","protected":false},"excerpt":{"rendered":"<p>P\u0113tnieku komanda ir izveidojusi metodi, kas ar iespaid\u012bgu precizit\u0101ti l\u012bdz 10 metriem m\u0113ra augsnes s\u0101\u013cu saturu vis\u0101 pasaul\u0113. \u0160\u012b\u2026<\/p>","protected":false},"author":210157960,"featured_media":10296,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1378],"tags":[],"class_list":["post-10294","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-remote-sensing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mapping World\u2019s Salted Soils Using Remote Sensing Technologies - GeoPard Agriculture<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/lv\/emuars\/pasaules-salo-augsnu-kartesana-izmantojot-talizpetes-tehnologijas\/\" \/>\n<meta property=\"og:locale\" content=\"lv_LV\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mapping World\u2019s Salted Soils Using Remote Sensing Technologies - GeoPard Agriculture\" \/>\n<meta property=\"og:description\" content=\"A team of researchers has created a technique that measures the soil salt content across the globe with impressive precision, down to 10 meters. 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