{"id":11311,"date":"2025-02-02T19:42:33","date_gmt":"2025-02-02T18:42:33","guid":{"rendered":"https:\/\/geopard.tech\/?p=11311"},"modified":"2025-02-02T19:42:33","modified_gmt":"2025-02-02T18:42:33","slug":"talizpete-revolucionize-nikotina-uzraudzibu-cigaru-lapas","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lv\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/","title":{"rendered":"T\u0101lizp\u0113te ieviest revolucion\u0101ras izmai\u0146as nikot\u012bna uzraudz\u012bb\u0101 cig\u0101ru lap\u0101s"},"content":{"rendered":"

Novatorisk\u0101 p\u0113t\u012bjum\u0101 tiek izmantota bezpilota lidapar\u0101tu (UAV) hiperspektr\u0101l\u0101 att\u0113lveido\u0161ana un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s, lai prec\u012bzi nov\u0113rt\u0113tu nikot\u012bna l\u012bmeni cig\u0101ru lap\u0101s.<\/p>\n

Jaun\u0101kie sasniegumi aerofotogr\u0101fijas hiperspektr\u0101laj\u0101 att\u0113lveido\u0161an\u0101 apvienojum\u0101 ar ma\u0161\u012bnm\u0101c\u012b\u0161anos ir revolucioniz\u0113ju\u0161i nikot\u012bna monitoringu cig\u0101ru lap\u0101s. \u0160\u012b progres\u012bv\u0101 pieeja uzlabo nov\u0113rt\u0113\u0161anas precizit\u0101ti, vienlaikus sniedzot v\u0113rt\u012bgu ieskatu tabakas r\u016bpniec\u012bb\u0101, kur \u0137\u012bmiskais sast\u0101vs ir kritiski svar\u012bgs kvalit\u0101tei.<\/p>\n

Si\u010dua\u0146as Lauksaimniec\u012bbas universit\u0101tes Tiana un l\u012bdzautoru vad\u012bb\u0101 p\u0113tnieki cent\u0101s p\u0101rvar\u0113t tradicion\u0101lo manu\u0101lo kvalit\u0101tes p\u0101rbau\u017eu ierobe\u017eojumus, kur\u0101m bie\u017ei vien tr\u016bkst precizit\u0101tes un efektivit\u0101tes. Vi\u0146u p\u0113t\u012bjums, kas public\u0113ts 2025. gada 2. febru\u0101r\u012b, atkl\u0101j sp\u0113c\u012bgu korel\u0101ciju starp sl\u0101pek\u013ca m\u0113slojuma izmanto\u0161anu, mitruma l\u012bmeni un nikot\u012bna koncentr\u0101ciju, uzsverot savlaic\u012bgu un prec\u012bzu uzraudz\u012bbas meto\u017eu noz\u012bmi.<\/p>\n

P\u0113t\u012bjums tika veikts no 2022. gada maija l\u012bdz septembrim universit\u0101tes Modern\u0101s lauksaimniec\u012bbas p\u0113tniec\u012bbas b\u0101z\u0113, kur p\u0113tnieki izmantoja bezpilota lidapar\u0101tus (UAV), kas apr\u012bkoti ar hiperspektr\u0101l\u0101m kamer\u0101m, lai uztvertu 15 da\u017e\u0101du cig\u0101ru lapu \u0161\u0137ir\u0146u lapu atstaro\u0161anas spektrus da\u017e\u0101d\u0101s sl\u0101pek\u013ca apstr\u0101d\u0113s.<\/p>\n

Vi\u0146u atkl\u0101jumi atkl\u0101ja tie\u0161u korel\u0101ciju starp sl\u0101pek\u013ca m\u0113slojuma lieto\u0161anu un nikot\u012bna l\u012bmeni cig\u0101ru lap\u0101s. "Palielinoties sl\u0101pek\u013ca m\u0113slojuma lieto\u0161anas \u0101trumam, palielin\u0101j\u0101s nikot\u012bna saturs cig\u0101ru lap\u0101s," nor\u0101d\u012bja autori, uzsverot lauksaimniec\u012bbas prakses ietekmi uz produktu kvalit\u0101ti.<\/p>\n

Lai uzlabotu bezpilota lidapar\u0101tu (UAV) sav\u0101kto hiperspektr\u0101lo att\u0113lu datu kvalit\u0101ti, p\u0113t\u012bjum\u0101 tika izmantotas t\u0101das pirmapstr\u0101des metodes k\u0101 daudzfaktoru izkliedes korekcija, standarta norm\u0101l\u0101 transform\u0101cija un Savica-Golaja konvol\u016bcijas izl\u012bdzin\u0101\u0161ana. P\u0113c tam tika pielietoti uzlaboti ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s algoritmi, tostarp da\u013c\u0113jas maz\u0101ko kvadr\u0101tu regresijas (PLSR) un atpaka\u013cizplat\u012b\u0161an\u0101s neironu t\u012bkli, lai izstr\u0101d\u0101tu paredzo\u0161os mode\u013cus, kas sp\u0113j prec\u012bzi nov\u0113rt\u0113t nikot\u012bna saturu.<\/p>\n

Visefekt\u012bv\u0101kais identific\u0113tais modelis bija MSC-SNV-SG-CARS-BP modelis, kas sasniedza test\u0113\u0161anas precizit\u0101ti ar R\u00b2 v\u0113rt\u012bb\u0101m aptuveni 0,797 un RMSE 0,078. "MSC-SNV-SG-CARS-BP modelim ir vislab\u0101k\u0101 nikot\u012bna satura prognoz\u0113\u0161anas precizit\u0101te," atz\u012bm\u0113ja autori, pozicion\u0113jot to k\u0101 daudzsolo\u0161u instrumentu turpm\u0101kiem p\u0113t\u012bjumiem un prec\u012bz\u0101s lauksaimniec\u012bbas pielietojumiem.<\/p>\n

Izmantojot t\u0101lizp\u0113ti, lai analiz\u0113tu cig\u0101ru lapu spektr\u0101l\u0101s \u012bpa\u0161\u012bbas, lauksaimnieki un ra\u017eot\u0101ji var \u0101tri un nedestrukt\u012bvi nov\u0113rt\u0113t ra\u017eas kvalit\u0101ti, t\u0101d\u0113j\u0101di \u013caujot pie\u0146emt pamatot\u0101kus l\u0113mumus par ra\u017eo\u0161anu un pieg\u0101des \u0137\u0113di. \u0160\u012b pieeja pied\u0101v\u0101 pla\u0161u p\u0101rkl\u0101jumu par zem\u0101m ekspluat\u0101cijas izmaks\u0101m, vienlaikus nodro\u0161inot datu konsekvenci, samazinot atkar\u012bbu no cilv\u0113ciskajiem faktoriem.<\/p>\n

Hiperspektr\u0101l\u0101s att\u0113lveido\u0161anas un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s integr\u0101cijai ir potenci\u0101ls p\u0101rveidot tradicion\u0101lo tabakas audz\u0113\u0161anu, ne tikai uzlabojot nikot\u012bna kvalit\u0101ti, bet ar\u012b veicinot ilgtsp\u0113j\u012bgu un efekt\u012bvu lauksaimniec\u012bbas praksi. P\u0113tnieki uzsver nepiecie\u0161am\u012bbu p\u0113c nep\u0101rtrauktas att\u012bst\u012bbas, lai pilnveidotu \u0161\u012bs tehnolo\u0123ijas un piel\u0101gotu t\u0101s da\u017e\u0101d\u0101m tabakas \u0161\u0137irn\u0113m un cit\u0101m kult\u016br\u0101m.<\/p>\n

Turpm\u0101kajos p\u0113t\u012bjumos galven\u0101 uzman\u012bba tiks piev\u0113rsta bezpilota lidapar\u0101tu (UAV) ekspluat\u0101cijas apst\u0101k\u013cu optimiz\u0113\u0161anai, lai ieg\u016btu visaugst\u0101k\u0101s kvalit\u0101tes spektr\u0101los datus, \u0146emot v\u0113r\u0101 t\u0101dus main\u012bgos lielumus k\u0101 lidojuma augstums, apgaismojuma apst\u0101k\u013ci un trok\u0161\u0146a samazin\u0101\u0161ana. \u0160o faktoru risin\u0101\u0161ana ir \u013coti svar\u012bga, lauksaimniec\u012bbas praksei att\u012bstoties, lai apmierin\u0101tu tirgus piepras\u012bjumu, vienlaikus pie\u0161\u0137irot priorit\u0101ti vides ilgtsp\u0113j\u012bbai.<\/p>\n

\u0160is p\u0113t\u012bjums izce\u013c siner\u0123iju starp tehnolo\u0123ij\u0101m un lauksaimniec\u012bbas zin\u0101tni, uzsverot inovat\u012bvu meto\u017eu pieaugo\u0161o ievie\u0161anu produktu kvalit\u0101tes uzlabo\u0161anai. P\u0113tnieki iest\u0101jas par pla\u0161\u0101ku hiperspektr\u0101l\u0101s uztver\u0161anas pielietojumu lauksaimniec\u012bb\u0101, pastiprinot tehnolo\u0123iju lomu ra\u017eas, efektivit\u0101tes un vides atbild\u012bbas palielin\u0101\u0161an\u0101.<\/p>\n

Avoti: https:\/\/www.nature.com\/articles\/s41598-025-88091-4<\/a><\/p>","protected":false},"excerpt":{"rendered":"

Novatorisk\u0101 p\u0113t\u012bjum\u0101 tiek izmantota bezpilota lidapar\u0101tu (UAV) hiperspektr\u0101l\u0101 att\u0113lveido\u0161ana un ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s, lai prec\u012bzi nov\u0113rt\u0113tu nikot\u012bna l\u012bmeni cig\u0101ru lap\u0101s. Jaun\u0101kie sasniegumi aerofotograf\u0113\u0161anas hiperspektr\u0101laj\u0101 att\u0113lveido\u0161an\u0101, apvienojum\u0101 ar\u2026<\/p>","protected":false},"author":210249433,"featured_media":11312,"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":[1377,1378],"tags":[],"class_list":["post-11311","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crop-monitoring","category-remote-sensing"],"acf":[],"yoast_head":"\nRemote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves - 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\/talizpete-revolucionize-nikotina-uzraudzibu-cigaru-lapas\/\" \/>\n<meta property=\"og:locale\" content=\"lv_LV\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves - GeoPard Agriculture\" \/>\n<meta property=\"og:description\" content=\"A groundbreaking study leverages UAV hyperspectral imaging and machine learning to accurately assess nicotine levels in cigar leaves. Recent advancements in aerial hyperspectral imaging, combined...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/lv\/emuars\/talizpete-revolucionize-nikotina-uzraudzibu-cigaru-lapas\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-02T18:42:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Muhammad Farjad\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Muhammad Farjad\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 min\u016btes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/\"},\"author\":{\"name\":\"Muhammad Farjad\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/123c5562fb47aa8cf3aa81ae91e5e935\"},\"headline\":\"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves\",\"datePublished\":\"2025-02-02T18:42:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/\"},\"wordCount\":506,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"Crop monitoring\",\"Remote Sensing\"],\"inLanguage\":\"lv-LV\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/\",\"name\":\"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves - GeoPard Agriculture\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2025-02-02T18:42:33+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#breadcrumb\"},\"inLanguage\":\"lv-LV\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"lv-LV\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2025\\\/02\\\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"lv-LV\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"lv-LV\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/favicon.png?fit=200%2C200&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/favicon.png?fit=200%2C200&ssl=1\",\"width\":200,\"height\":200,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/123c5562fb47aa8cf3aa81ae91e5e935\",\"name\":\"Muhammad Farjad\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"lv-LV\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"caption\":\"Muhammad Farjad\"},\"url\":\"#\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"T\u0101lizp\u0113te revolucioniz\u0113 nikot\u012bna monitoringu cig\u0101ru lap\u0101s - GeoPard Agriculture","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/lv\/emuars\/talizpete-revolucionize-nikotina-uzraudzibu-cigaru-lapas\/","og_locale":"lv_LV","og_type":"article","og_title":"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves - GeoPard Agriculture","og_description":"A groundbreaking study leverages UAV hyperspectral imaging and machine learning to accurately assess nicotine levels in cigar leaves. Recent advancements in aerial hyperspectral imaging, combined...","og_url":"https:\/\/geopard.tech\/lv\/emuars\/talizpete-revolucionize-nikotina-uzraudzibu-cigaru-lapas\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2025-02-02T18:42:33+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png","type":"image\/png"}],"author":"Muhammad Farjad","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"Written by":"Muhammad Farjad","Est. reading time":"2 min\u016btes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/"},"author":{"name":"Muhammad Farjad","@id":"https:\/\/geopard.tech\/#\/schema\/person\/123c5562fb47aa8cf3aa81ae91e5e935"},"headline":"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves","datePublished":"2025-02-02T18:42:33+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/"},"wordCount":506,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1","articleSection":["Crop monitoring","Remote Sensing"],"inLanguage":"lv-LV","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/","url":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/","name":"T\u0101lizp\u0113te revolucioniz\u0113 nikot\u012bna monitoringu cig\u0101ru lap\u0101s - GeoPard Agriculture","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1","datePublished":"2025-02-02T18:42:33+00:00","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#breadcrumb"},"inLanguage":"lv-LV","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/"]}]},{"@type":"ImageObject","inLanguage":"lv-LV","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/remote-sensing-revolutionizes-nicotine-monitoring-in-cigar-leaves\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Remote Sensing Revolutionizes Nicotine Monitoring in Cigar Leaves"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"GeoPard - Prec\u012bzijas lauksaimniec\u012bbas programmat\u016bra","description":"Prec\u012bz\u0101s lauksaimniec\u012bbas kart\u0113\u0161anas programmat\u016bra","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"lv-LV"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"GeoPard Lauksaimniec\u012bba","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"lv-LV","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/03\/favicon.png?fit=200%2C200&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/03\/favicon.png?fit=200%2C200&ssl=1","width":200,"height":200,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/123c5562fb47aa8cf3aa81ae91e5e935","name":"Muhameds Farjads","image":{"@type":"ImageObject","inLanguage":"lv-LV","@id":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","caption":"Muhammad Farjad"},"url":"#"}]}},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2025\/02\/Remote-Sensing-Revolutionizes-Nicotine-Monitoring-in-Cigar-Leaves.png?fit=1920%2C1080&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2Wr","_links":{"self":[{"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/posts\/11311","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/users\/210249433"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/comments?post=11311"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/posts\/11311\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/media\/11312"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/media?parent=11311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/categories?post=11311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/lv\/wp-json\/wp\/v2\/tags?post=11311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}