{"id":5353,"date":"2022-07-04T09:58:54","date_gmt":"2022-07-04T07:58:54","guid":{"rendered":"https:\/\/geopard.tech\/?p=5353"},"modified":"2023-05-12T21:13:40","modified_gmt":"2023-05-12T19:13:40","slug":"vegetacijas-indekss-ka-tos-izmanto-precizaja-lauksaimnieciba","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lv\/blog\/vegetation-index-how-are-they-used-in-precision-agriculture\/","title":{"rendered":"Ve\u0123et\u0101cijas indekss: k\u0101 tas tiek izmantots prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101?"},"content":{"rendered":"<p>Lai s\u0101ktu piln\u012bgu sarunu par prec\u012bzo lauksaimniec\u012bbu, j\u0101run\u0101 par ve\u0123et\u0101cijas indeksu, \u012bpa\u0161i, ja runa ir par t\u0101lizp\u0113tes lomu \u0161aj\u0101 lauksaimniec\u012bbas form\u0101.<\/p>\r\n<p>Ve\u0123et\u0101cija ir cie\u0161i saist\u012bta gandr\u012bz ar visiem cilv\u0113ka eksistences aspektiem, tostarp elpo\u0161anu, ap\u0123\u0113rba un pajumtes nodro\u0161in\u0101\u0161anu, p\u0101rtikas ra\u017eo\u0161anu utt. Jebkuras izmai\u0146as ve\u0123et\u0101cijas sast\u0101v\u0101 var b\u016btiski ietekm\u0113t vidi un ekonomiku.<\/p>\r\n<p>Jaun\u0101kie tehnolo\u0123iskie sasniegumi (\u0123eogr\u0101fisk\u0101s inform\u0101cijas sist\u0113mas (\u0122IS), glob\u0101l\u0101s pozicion\u0113\u0161anas sist\u0113mas (GPS), t\u0101lizp\u0113te un prec\u012bz\u0101 lauksaimniec\u012bba) ir biju\u0161i galvenie uzlabotas kult\u016braugu apsaimnieko\u0161anas virz\u012bt\u0101jsp\u0113ki. Piem\u0113ram, prec\u012bz\u0101 lauksaimniec\u012bba nodro\u0161ina uzlabotu anal\u012bzi, k\u0101 ar\u012b gan laika, gan \u0123eogr\u0101fisko kult\u016braugu ra\u017eo\u0161anas at\u0161\u0137ir\u012bbu atkl\u0101\u0161anu un kontroli vien\u0101 lauk\u0101.<\/p>\r\n<p>Lauksaimniec\u012bbas tehnolo\u0123iju (AgTech) pionieri revolucioniz\u0113 prec\u012bzo lauksaimniec\u012bbu, izmantojot ve\u0123et\u0101cijas indeksus. Tam ir \u0101rk\u0101rt\u012bgi liela noz\u012bme \u0161\u0101da veida lauksaimniec\u012bbas m\u0113r\u0137a sasnieg\u0161an\u0101, proti, palielin\u0101t ra\u017eo\u0161anu, vienlaikus samazinot izmantoto resursu skaitu.<\/p>\r\n<p>\u0160\u012b m\u016bsdien\u012bg\u0101 ve\u0123et\u0101cijas indeksa izmanto\u0161ana prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101 sniedz vair\u0101kas priek\u0161roc\u012bbas: fizik\u0101li \u0137\u012bmisko monitoringu, datus re\u0101llaik\u0101 un saimniec\u012bbas darb\u012bbas pl\u0101no\u0161anu. Ir iesp\u0113jams ar\u012b efekt\u012bvi izmantot ve\u0123et\u0101cijas indeksu kart\u0113\u0161anu turpm\u0101k\u0101m atsauc\u0113m, lai nor\u0101d\u012btu uz cikliskaj\u0101m izmai\u0146\u0101m.<\/p>\r\n<h2>Kas ir ve\u0123et\u0101cijas indeksi un to veidi?<\/h2>\r\n<p>Kop\u0161 1974.\u00a0gada pla\u0161i tiek izmantoti ve\u0123et\u0101cijas indeksi, kas pal\u012bdz veikt periodiskus att\u0101lus ve\u0123et\u0101cijas apsekojumus. Izmantojot divas vai vair\u0101kas spektra joslas, \u0161is statistiskais modelis ir spektr\u0101l\u0101 transform\u0101cija, ko var izmantot, lai noteiktu ve\u0123et\u0101ciju t\u0101s visp\u0101r\u012bg\u0101k\u0101 noz\u012bm\u0113.<br \/><br \/><\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"5357\" data-permalink=\"https:\/\/geopard.tech\/lv\/blog\/vegetation-index-how-are-they-used-in-precision-agriculture\/78-2-min\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?fit=1920%2C1040&amp;ssl=1\" data-orig-size=\"1920,1040\" 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=\"Hyperspectral vegetation indices\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"alignnone wp-image-5357 size-large\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"Kas ir ve\u0123et\u0101cijas indeksi un to veidi?\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=1536%2C832&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=2048%2C1109&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?resize=1200%2C650&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?w=1920&amp;ssl=1 1920w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.2-min.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><br \/><br \/><br \/>Izmantojot \u0161o metodi, zin\u0101tnieki un citi zin\u0101tk\u0101ri cilv\u0113ki var efekt\u012bvi nov\u0113rot fotocentrisku uzved\u012bbu un paman\u012bt at\u0161\u0137ir\u012bbas koku lapotn\u0113. Ja nepiecie\u0161ams, vi\u0146i var ar\u012b veikt ticamus sal\u012bdzin\u0101jumus, izmantojot \u0161o inform\u0101ciju. Tas ietver da\u017e\u0101du main\u012bgo lielumu, piem\u0113ram, kult\u016braugu att\u012bst\u012bbas, to sp\u0113ka, biomasas un hlorofila satura, nov\u0113rt\u0113\u0161anu. L\u016bk, <a href=\"https:\/\/geopard.tech\/lv\/emuars\/kc9y2x96kv-which-vegetation-index-is-better-to-use\/\">ve\u0123et\u0101cijas indeksu saraksts<\/a>:<\/p>\r\n<ul>\r\n<li>NDVI (normaliz\u0113ts diferenci\u0101lais ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>VARI (redzam\u0101 atmosf\u0113ras iztur\u012bbas indekss)<\/li>\r\n<li>ReCl (sarkan\u0101s malas hlorofila ve\u0123et\u0101cijas indeksi)<\/li>\r\n<li>EVI2 (divu joslu uzlabotais ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>LAI (lapu plat\u012bbas ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>WDRVI (pla\u0161a dinamisk\u0101 diapazona ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>GNDVI (za\u013c\u0101s normaliz\u0113t\u0101 diferenci\u0101l\u0101 ve\u0123et\u0101cijas indeksi)<\/li>\r\n<li>GCI (za\u013c\u0101s hlorofila ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>RCI (sarkan\u0101 hlorofila ve\u0123et\u0101cijas indekss)<\/li>\r\n<li>NDWI (normaliz\u0113ts diferenci\u0101lais \u016bdens indekss)<\/li>\r\n<\/ul>\r\n<h2>Kam var izmantot ve\u0123et\u0101cijas indeksu?<\/h2>\r\n<p>Izp\u0113tot augu vesel\u012bbas mode\u013cus, lauksaimniec\u012bbas speci\u0101listiem, piem\u0113ram, lauksaimniekiem, agronomiem, kult\u016braugu apdro\u0161in\u0101t\u0101jiem, p\u0113tniekiem un citiem, var\u0113tu b\u016bt noder\u012bgi izmantot ve\u0123et\u0101cijas indeksu, piem\u0113ram, NDVI vai VARI.<\/p>\r\n<p>Lauksaimniec\u012bbas kart\u0113\u0161anas un anal\u012bzes r\u012bka lietot\u0101ji var ieviest indeksu ar vienu klik\u0161\u0137i, atkar\u012bb\u0101 no indeksa rezult\u0101tiem izveidojot za\u013cu vai sarkanu laukumu uz aerofotoatt\u0113liem. Re\u0123ionos, kas apz\u012bm\u0113ti ar za\u013co kr\u0101su, ir augi, kas ir lab\u0101 vesel\u012bbas st\u0101vokl\u012b. T\u0101das kr\u0101sas k\u0101 oran\u017ea, dzeltena un sarkana nor\u0101da uz ener\u0123ijas un vitalit\u0101tes zudumu.<\/p>\r\n<p>Piem\u0113ram, kukur\u016bzas audz\u0113t\u0101js var izmantot programmu, lai iesniegtu savu kukur\u016bzas lauku multispektr\u0101l\u0101s fotogr\u0101fijas jebkur\u0101 br\u012bd\u012b starp augu par\u0101d\u012b\u0161anos un ra\u017eas nov\u0101k\u0161anu. P\u0113c tam lietojumprogramma piem\u0113rotu v\u0113lamo ve\u0123et\u0101cijas indeksu.<\/p>\r\n<p>Kr\u0101sain\u0101 ra\u017ea var piev\u0113rst vi\u0146u uzman\u012bbu tam, ka da\u013ca lauka noteikt\u0101s viet\u0101s ir ieguvusi oran\u017eu un sarkanu nokr\u0101su. Tas nor\u0101da, ka augi k\u013c\u016bst br\u016bni vai dzelteni, vai ar\u012b uz tiem veidojas bedrainas lapas. Augi \u0161aj\u0101 re\u0123ion\u0101 var ciest no ilgsto\u0161a sausuma, pl\u016bdu, nepietiekamas vai p\u0101rm\u0113r\u012bgas m\u0113slo\u0161anas sek\u0101m vai ar\u012b ir infic\u0113ti ar k\u0101du slim\u012bbu.<\/p>\r\n<p>T\u0101pat k\u0101 iepriek\u0161, zemes p\u0101rbaude bija visefekt\u012bv\u0101k\u0101 metode konkr\u0113tas probl\u0113mas diagnostic\u0113\u0161anai. Tom\u0113r ve\u0123et\u0101cijas indekss sniedz lauksaimniekam m\u0101jienu, ka vi\u0146am vajadz\u0113tu koncentr\u0113t savus centienus uz konkr\u0113tu zemes da\u013cu. \u0160aj\u0101 br\u012bd\u012b vi\u0146\u0161 var br\u012bvi izp\u0113t\u012bt probl\u0113mas c\u0113loni un apsv\u0113rt iesp\u0113jamos risin\u0101jumus.<\/p>\r\n<h2>K\u0101p\u0113c hiperspektr\u0101lie ve\u0123et\u0101cijas indeksi ir tik svar\u012bgi?<\/h2>\r\n<p>Atstaro\u0161anas spektra integr\u0113\u0161ana vien\u0101 skaitlisk\u0101 v\u0113rt\u012bb\u0101, kas paz\u012bstama k\u0101 ve\u0123et\u0101cijas indekss, ir standarta metode ve\u0123et\u0101cijas \u012bpa\u0161\u012bbu noteik\u0161anai. <a href=\"https:\/\/geopard.tech\/lv\/emuars\/ka-satelitatteli-palidz-precizaja-lauksaimnieciba\/\">Hiperspektr\u0101lie ve\u0123et\u0101cijas indeksi<\/a>, kas paz\u012bstami ar\u012b k\u0101 \u0161aurjoslas ve\u0123et\u0101cijas indeksi, satur raksturlielumus vai vi\u013c\u0146u garumus, ko hiperspektr\u0101l\u0101s iek\u0101rtas var uztvert tikai to \u012bs\u0101k\u0101 joslas platuma d\u0113\u013c.<\/p>\r\n<p>Strukt\u016bra, bio\u0137\u012bmija un augu fiziolo\u0123ija jeb stress ir tr\u012bs galven\u0101s kategorijas, kuras var izmantot, lai klasific\u0113tu ve\u0123et\u0101cijas atrib\u016btus, kurus var nov\u0113rt\u0113t, izmantojot HVI.<\/p>\r\n<ul>\r\n<li>Proporcion\u0101lais segums, lapu laukuma indekss (LAI), za\u013co lapu biomasa, novecoju\u0161\u0101 biomasa un absorb\u0113t\u0101 fotosint\u0113tiski akt\u012bv\u0101 starojuma \u012bpatsvars ir struktur\u0101lo paz\u012bmju piem\u0113ri, kuras var izm\u0113r\u012bt. Liel\u0101k\u0101 da\u013ca struktur\u0101l\u0101s anal\u012bzes indeksu tika izstr\u0101d\u0101ti piln\u012bgas joslas iestat\u012bjumiem, un tiem bija \u0161aurjoslas un hiperspektr\u0101lie analogi.<\/li>\r\n<li>Bio\u0137\u012bmisko \u012bpa\u0161\u012bbu piem\u0113ri ir \u016bdens, pigmenti (piem\u0113ram, hlorofils, antocian\u012bni un karotino\u012bdi) un citi ar sl\u0101pekli bag\u0101ti produkti (piem\u0113ram, olbaltumvielas). \u0160aj\u0101 kategorij\u0101 ietilpst ar\u012b augu struktur\u0101lie komponenti (lign\u012bns un celuloze).<\/li>\r\n<li>Stresa izrais\u012btas ksantofilu st\u0101vok\u013ca izmai\u0146as, hlorofila satura izmai\u0146as, lapu mitruma izmai\u0146as un fluorescence ir da\u017eas no nepietiekami nov\u0113rt\u0113taj\u0101m izmai\u0146\u0101m, ko var izm\u0113r\u012bt, izmantojot fiziolo\u0123iskos un stresa indeksus.<\/li>\r\n<\/ul>\r\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"5356\" data-permalink=\"https:\/\/geopard.tech\/lv\/blog\/vegetation-index-how-are-they-used-in-precision-agriculture\/78-3-min-1\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?fit=2400%2C1300&amp;ssl=1\" data-orig-size=\"2400,1300\" 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=\"The vegetation indices and their types\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?fit=1024%2C555&amp;ssl=1\" class=\"wp-image-5356  aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=810%2C439&#038;ssl=1\" alt=\"K\u0101p\u0113c hiperspektr\u0101lie ve\u0123et\u0101cijas indeksi ir tik svar\u012bgi?\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=1536%2C832&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=2048%2C1109&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?resize=1200%2C650&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/07\/78.3-min-1.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><br \/><br \/>Visp\u0101r\u012bgi run\u0101jot, bio\u0137\u012bmiskie un fiziolo\u0123iskie jeb stresa indikatori tika izstr\u0101d\u0101ti, izmantojot laboratorijas vai lauka iek\u0101rtas (spektr\u0101l\u0101 paraugu \u0146em\u0161ana maz\u0101ka par 10 nm). Tie ir v\u0113rsti uz \u013coti s\u012bk\u0101m spektr\u0101laj\u0101m \u012bpa\u0161\u012bb\u0101m. Tie\u0161i t\u0101p\u0113c tie ir tikai hiperspektr\u0101li. Izstr\u0101d\u0101tie \u016bdens indeksi ir vien\u012bgais iz\u0146\u0113mums no \u0161\u012b noteikuma.<\/p>\r\n<h2>Ve\u0123et\u0101cijas indekss un t\u0101lizp\u0113tes tehnolo\u0123ija<\/h2>\r\n<p>Zemes nov\u0113ro\u0161anas satel\u012bti pieg\u0101d\u0101 t\u0101lizp\u0113tes zin\u0101tniekiem jaunus datus, lai papildin\u0101tu vi\u0146u p\u0113t\u012bjumus un uzlabotu jau veikto anal\u012bzi, sensoriem att\u012bstoties.<\/p>\r\n<p>Uz\u0146\u0113mumi, kuriem jau ir sava uz indeksiem balst\u012bta tehnolo\u0123ija, un tie, kas gatavojas ieviest jaunu, var iev\u0113rojami rad\u012bt tirgu saviem ar lauksaimniec\u012bbu saist\u012btajiem produktiem, izmantojot jaun\u0101k\u0101s inov\u0101cijas spektr\u0101lo ve\u0123et\u0101cijas indeksu lietojumprogramm\u0101s. Tas attiecas gan uz uz\u0146\u0113mumiem, kuriem jau ir sava uz indeksiem balst\u012bta programmat\u016bra, gan uz tiem, kas pl\u0101no laist klaj\u0101 jaunu.<\/p>\r\n<p>Ieguvumi, ko sniedz ve\u0123et\u0101cijas indeksi t\u0101lizp\u0113t\u0113, uzlabo klientu pieredzes kop\u0113jo kvalit\u0101ti. Satel\u012btu fotogr\u0101fiju sal\u012bdzin\u0101\u0161ana ar da\u017e\u0101da veida aerofotograf\u0113\u0161anu \u013cauj:<\/p>\r\n<ul>\r\n<li>Samazin\u0101tas dronu darb\u012bbas, apstr\u0101des un datu interpret\u0101cijas izmaksas.<\/li>\r\n<li>Sal\u012bdzinot ar aerofotoatt\u0113liem, satel\u012btatt\u0113li var aptvert pla\u0161\u0101ku teritoriju.<\/li>\r\n<li>Lauka p\u0101rbau\u017eu izmaksu samazin\u0101\u0161ana: papildu bezpilota lidapar\u0101tu (UAV) nov\u0113rojumi ir d\u0101rg\u0101ki nek\u0101 standarta satel\u012btu atk\u0101rtoti apmekl\u0113jumi.<\/li>\r\n<li>Datu anal\u012bzes ieg\u016b\u0161ana piem\u0113rot\u0101 form\u0101t\u0101 \u012bs\u0101k\u0101 laik\u0101.<\/li>\r\n<li>Lauku uzraudz\u012bba neatkar\u012bgi no v\u0113ja stipruma.<\/li>\r\n<\/ul>\r\n<p>Satel\u012btatt\u0113lu izmanto\u0161ana \u013cauj lauksaimniec\u012bbas programmat\u016bras uz\u0146\u0113mumiem iev\u0113rojami palielin\u0101t jau eso\u0161o aerofoto datu apjomu, vienlaikus ietaupot laiku un naudu, k\u0101 ar\u012b \u013caujot lietot\u0101jiem ieg\u016bt vair\u0101k datu \u012bs\u0101k\u0101 laik\u0101.<\/p>\r\n<p>T\u0101p\u0113c ve\u0123et\u0101cijas indekss <a href=\"https:\/\/geopard.tech\/lv\/lauku-uzraudziba\/\">t\u0101lizp\u0113te un kult\u016braugu uzraudz\u012bba<\/a> pal\u012bdz\u0113t veikt augsta l\u012bme\u0146a, att\u0101lin\u0101tu kult\u016braugu st\u0101vok\u013ca p\u0101rbaudi. Ja rodas probl\u0113ma, lauksaimnieki var izv\u0113l\u0113ties p\u0101rbaud\u012bt paman\u012bt\u0101s teritorijas, nevis visu lauku.<\/p>\r\n<p><strong>Sazinieties ar GeoPard, lai atrastu risin\u0101jumu sav\u0101 ni\u0161\u0101.<\/strong><\/p>\r\n<p>Liel\u0101k\u0101 da\u013ca kritisk\u0101ko ve\u0123et\u0101cijas indeksu, kuru skaits sniedzas simtos, lauksaimniec\u012bbas programmat\u016br\u0101 ir j\u0101iek\u013cauj gara saraksta veid\u0101, kuram var piek\u013c\u016bt un ko var izmantot vienuviet. <a href=\"https:\/\/geopard.tech\/lv\/\">GeoPard<\/a> pied\u0101v\u0101 b\u016btisko anal\u012btiku, ko var integr\u0113t jau pieejamaj\u0101 lauksaimniec\u012bbas programmat\u016br\u0101 un pl\u0101notaj\u0101 programmat\u016br\u0101.<\/p>\r\n<p>M\u0113s pal\u012bdz\u0113sim jums izv\u0113l\u0113ties optim\u0101lu variantu, kas atbild\u012bs j\u016bsu vai j\u016bsu klientu noteiktaj\u0101m pras\u012bb\u0101m. Neatkar\u012bgi no t\u0101, k\u0101 pl\u0101nojat izmantot m\u016bsu produktu \u2014 API, balto eti\u0137eti vai piel\u0101gotus risin\u0101jumus \u2014, varat b\u016bt dro\u0161i, ka sa\u0146emtie dati b\u016bs prec\u012bzi un uzticami, jo tie tika apkopoti, izmantojot t\u0101lizp\u0113ti un jaun\u0101k\u0101s satel\u012btu tehnolo\u0123ijas.<\/p>\r\n<p>GeoPard var nodro\u0161in\u0101t prec\u012bzu, uz datiem balst\u012btu anal\u012btiku pasaules m\u0113rog\u0101. T\u0101 rezult\u0101t\u0101 uz\u0146\u0113mums ir ieguvis daudzu apmierin\u0101tu klientu apmierin\u0101t\u012bbu. L\u016bdzu, sazinieties ar mums, lai p\u0101rrun\u0101tu specifiku un izmanto\u0161anas potenci\u0101lu. <a href=\"https:\/\/geopard.tech\/lv\/emuars\/talizpetes-veidi-lauksaimnieciba\/\">att\u0101l\u0101 izp\u0113te<\/a> sav\u0101 ni\u0161\u0101 vai nozar\u0113.<\/p>\r\n<section class=\"blog-usp-product\">\n  <div class=\"blog-usp-product__content\">\n    <h2 class=\"blog-usp-product__title\">Lopkop\u012bbas uzraudz\u012bba ir b\u016btiska sast\u0101vda\u013ca, kas \u013cauj kult\u016braugu audz\u0113t\u0101jiem noteikt problem\u0101tisk\u0101s zonas un mazin\u0101t ra\u017eas zudumu risku.  <\/h2>\n    \t  <p class=\"blog-usp-product__text\">Viegli p\u0101rraugiet kult\u016braugu att\u012bst\u012bbu, izmantojot jaun\u0101kos satel\u012btatt\u0113lus. Pievienojiet savas lauka robe\u017eas sist\u0113mai un vien\u0101 ekr\u0101n\u0101 piek\u013c\u016bstiet pilnam satel\u012btatt\u0113lu arh\u012bvam:<\/p>      \t\t\t  \t  <ul class=\"blog-usp-product__list\">\n    \t\t\t\t  <li class=\"blog-usp-product__list-item\">Augu att\u012bst\u012bbas apst\u0101k\u013cu nov\u0113rt\u0113jums.<\/li>\n      \t\t\t  <li class=\"blog-usp-product__list-item\">Ve\u0123et\u0101cijas anom\u0101liju noteik\u0161ana gandr\u012bz re\u0101l\u0101 laik\u0101.<\/li>\n      \t\t\t  <li class=\"blog-usp-product__list-item\">Nov\u0113ro\u0161anas punkti ar da\u017e\u0101diem kult\u016braugu att\u012bst\u012bbas l\u012bme\u0146iem.<\/li>\n      \t\t\t  <li class=\"blog-usp-product__list-item\">Skaists skats caur m\u0101ko\u0146iem.<\/li>\n      \t\t\t\t  <\/ul>      \t\t\t  <p class=\"blog-usp-product__text\">P\u0101rv\u0113rtiet satel\u012btu att\u0113lu kult\u016bru monitoringu lauka darbu pas\u0101kumos un g\u016bstiet labumu no datu balst\u012btu l\u0113mumu pie\u0146em\u0161anas: <\/p>      \t\t\t  \t  <ul class=\"blog-usp-product__list\">\n    \t\t\t\t  <li class=\"blog-usp-product__list-item\">Atrodiet kult\u016braugu ve\u0123et\u0101cijas at\u0161\u0137ir\u012bbas jaun\u0101kajos att\u0113los un izp\u0113tiet m\u0113r\u0137tiec\u012bgas zonas audu paraugu \u0146em\u0161anai.<\/li>\n      \t\t\t  <li class=\"blog-usp-product__list-item\">Izveidojiet main\u012bg\u0101s devas lieto\u0161anas kartes kult\u016braugu aizsardz\u012bbai un m\u0113slo\u0161anai sezonas laik\u0101, pamatojoties uz gandr\u012bz re\u0101l\u0101 laika lauka nov\u0113rt\u0113jumu, un apkopojiet izpildes p\u0101rskatu.<\/li>\n      \t\t\t  <li class=\"blog-usp-product__list-item\">Atz\u012bm\u0113jiet boj\u0101to lauku plat\u012bbu da\u013cas p\u0113c laikapst\u0101k\u013cu katastrofas vai slim\u012bbas vai kait\u0113k\u013cu uzbrukuma un nos\u016btiet zi\u0146ojumus apdro\u0161in\u0101\u0161anai.<\/li>\n      \t\t\t\t  <\/ul>      \t\t  <\/div>\n\t<a href=\"https:\/\/geopard.tech\/lv\/lauku-uzraudziba\/\" class=\"blog-usp-product__button\">Uzzin\u0101t vair\u0101k<\/a>\n  <div class=\"blog-usp-product__background\"><\/div>\n  <style>\n      .blog-usp-product__background {\n          position: absolute;\n          width: 100vw;\n\/*           height: calc(100% + 60px); *\/\n          background: linear-gradient(180deg, rgba(255, 255, 255, 0.99) 0%, rgba(255, 255, 255, 0.6) 50.32%, rgba(255, 255, 255, 0.99) 100%), url(https:\/\/geopard.tech\/wp-content\/uploads\/2021\/12\/crop-monit-bg-min.jpg), #F5F7E9;\n          opacity: 0.8;\n          transform: translateX(-50%);\n          margin-left: 50%;\n          background-position: center;\n          background-repeat: no-repeat;\n          background-size: cover;\n\t\t  z-index: -1;\n      }\n  <\/style>\n\t<script>\n\tconst usp = document.querySelector('.blog-usp-product');\n\t\tconst uspBackground = usp.querySelector('.blog-usp-product__background');\n\t\tuspBackground.style.height = `calc(${usp.offsetHeight}px)`;\n\t\tconsole.log(uspBackground);\n\t\tconsole.log(`calc(${usp.offsetHeight} + 60px)`);\n\t<\/script>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>Lai s\u0101ktu piln\u012bgu sarunu par prec\u012bzo lauksaimniec\u012bbu, ir j\u0101run\u0101 par ve\u0123et\u0101cijas indeksu, \u012bpa\u0161i, ja runa ir par t\u0101lizp\u0113tes lomu\u2026<\/p>","protected":false},"author":210157960,"featured_media":5355,"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,"_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":[1657,1662,1380],"tags":[1598],"class_list":["post-5353","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-ndvi","category-whats","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- 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