{"id":5639,"date":"2022-10-10T11:47:41","date_gmt":"2022-10-10T09:47:41","guid":{"rendered":"https:\/\/geopard.tech\/?p=5639"},"modified":"2026-09-13T11:21:53","modified_gmt":"2026-09-13T09:21:53","slug":"mapy-potencjalu-pola-daja-dane-o-plonie","status":"publish","type":"post","link":"https:\/\/geopard.tech\/pl\/blog\/field-potential-maps-yield-data\/","title":{"rendered":"Mapy potencja\u0142u pola GeoPard vs dane o plonach"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Mapy potencja\u0142u pola GeoPard bardzo cz\u0119sto wygl\u0105daj\u0105 <strong>dok\u0142adnie jak plon<\/strong> dane.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Tworzymy je za pomoc\u0105 <a href=\"https:\/\/geopard.tech\/pl\/blog\/analityka-wielowarstwowa\/\">analityka wielowarstwowa<\/a> informacji historycznych, topografii i analizy ods\u0142oni\u0119tego gruntu.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Proces taki <strong>syntetyczne mapy plon\u00f3w s\u0105 zautomatyzowane<\/strong> (i opatentowany), a jego wygenerowanie zajmuje dowolnemu polu na \u015bwiecie oko\u0142o 1 minuty.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"5640\" data-permalink=\"https:\/\/geopard.tech\/pl\/blog\/field-potential-maps-yield-data\/image-4-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?fit=2048%2C1087&amp;ssl=1\" data-orig-size=\"2048,1087\" 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=\"GeoPard Field Potential maps\u00a0vs Yield data\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;GeoPard Field Potential is your start into Precision Agriculture&lt;\/p&gt;\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?fit=1024%2C544&amp;ssl=1\" class=\"alignnone wp-image-5640\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=810%2C430&#038;ssl=1\" alt=\"Mapy potencja\u0142u pola GeoPard vs dane o plonach\" width=\"810\" height=\"430\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1024%2C544&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=300%2C159&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=768%2C408&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1536%2C815&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?resize=1200%2C637&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?w=2048&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/10\/image-4.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Mo\u017cna go wykorzysta\u0107 jako podstaw\u0119 do:<\/p>\r\n<ul>\r\n<li><strong>Strefowy lub hybrydowy <a href=\"https:\/\/geopard.tech\/pl\/pobieranie-probek-gleby\/\">Pobieranie pr\u00f3bek gleby<\/a><\/strong> (redukcja koszt\u00f3w pr\u00f3bek \u00b150%)<\/li>\r\n<li>Planowanie <strong><a href=\"https:\/\/geopard.tech\/pl\/rolnictwo-weglowe\/\">Pobieranie pr\u00f3bek w\u0119gla<\/a><\/strong> (i po weryfikacji)<\/li>\r\n<li><strong><a href=\"https:\/\/geopard.tech\/pl\/blog\/co-jest-potrzebne-do-stosowania-nawozenia-o-zmiennej-dawce\/\">Nawo\u017cenie zmienn\u0105 dawk\u0105<\/a><\/strong> (P, K)<\/li>\r\n<li><strong><a href=\"https:\/\/geopard.tech\/pl\/blog\/zmienna-dawka-siewu-jak-to-dziala\/\">Sadzenie VR<\/a><\/strong> aplikacje (lepiej u\u017cywa\u0107 z danymi topograficznymi, glebowymi lub dotycz\u0105cymi plon\u00f3w) z <a href=\"https:\/\/geopard.tech\/pl\/blog\/analityka-wielowarstwowa\/\">Wielowarstwowe mapy VRA<\/a><\/li>\r\n<\/ul>\r\n<div class=\"wp-block-group\">\r\n<div class=\"wp-block-group\">\r\n<ul>\r\n\r\n\r\n\r\n\r\n\r\n<\/ul>\r\n<!-- \/wp:post-content --><\/div>\r\n<!-- \/wp:group --><\/div>\r\n<!-- \/wp:group -->\r\n\r\n<!-- wp:paragraph -->\r\n<h2>Czym s\u0105 mapy potencja\u0142u polowego?<\/h2>\r\n<p>Mapy potencja\u0142u polowego, znane r\u00f3wnie\u017c jako mapy potencja\u0142u plonowania lub mapy potencja\u0142u produktywno\u015bci, to wizualne przedstawienie przestrzennej zmienno\u015bci potencjalnych plon\u00f3w lub produktywno\u015bci na danym polu. Mapy te powstaj\u0105 w wyniku analizy r\u00f3\u017cnych czynnik\u00f3w wp\u0142ywaj\u0105cych na wzrost upraw, takich jak w\u0142a\u015bciwo\u015bci gleby, topografia i historyczne dane dotycz\u0105ce plon\u00f3w.<\/p>\r\n<p>Mapy te mo\u017cna stosowa\u0107 w rolnictwie precyzyjnym do podejmowania decyzji dotycz\u0105cych zarz\u0105dzania, np. zmiennego dawkowania nawoz\u00f3w, nawadniania i innych \u015brodk\u00f3w, a tak\u017ce do identyfikacji obszar\u00f3w wymagaj\u0105cych szczeg\u00f3lnej uwagi lub praktyk zarz\u0105dzania.<\/p>\r\n<!-- \/wp:paragraph -->\r\n\r\n<!-- wp:paragraph -->\r\n<p>Przy tworzeniu map potencja\u0142\u00f3w polowych zwykle bierze si\u0119 pod uwag\u0119 nast\u0119puj\u0105ce kluczowe czynniki:<\/p>\r\n<ol>\r\n<li><strong>W\u0142a\u015bciwo\u015bci gleby:<\/strong> Cechy gleby, takie jak tekstura, struktura, zawarto\u015b\u0107 materii organicznej i dost\u0119pno\u015b\u0107 sk\u0142adnik\u00f3w od\u017cywczych, odgrywaj\u0105 istotn\u0105 rol\u0119 w okre\u015blaniu potencja\u0142u plonowania. Mapuj\u0105c w\u0142a\u015bciwo\u015bci gleby na polu, rolnicy mog\u0105 zidentyfikowa\u0107 obszary o wysokim lub niskim potencjale produktywno\u015bci.<\/li>\r\n<li><strong>Topografia<\/strong>Czynniki takie jak wysoko\u015b\u0107, nachylenie i ekspozycja mog\u0105 wp\u0142ywa\u0107 na wzrost upraw i potencja\u0142 plonowania. Na przyk\u0142ad obszary nisko po\u0142o\u017cone mog\u0105 by\u0107 podatne na podtopienia lub mie\u0107 wi\u0119ksze ryzyko przymrozk\u00f3w, podczas gdy strome zbocza mog\u0105 by\u0107 bardziej podatne na erozj\u0119. Mapowanie tych cech topograficznych mo\u017ce pom\u00f3c rolnikom zrozumie\u0107, jak wp\u0142ywaj\u0105 one na potencja\u0142 produktywno\u015bci i odpowiednio dostosowa\u0107 swoje praktyki zarz\u0105dzania.<\/li>\r\n<li><strong>Dane historyczne dotycz\u0105ce plon\u00f3w:<\/strong> Analizuj\u0105c historyczne dane dotycz\u0105ce plon\u00f3w z poprzednich lat lub sezon\u00f3w, rolnicy mog\u0105 identyfikowa\u0107 trendy i wzorce w produktywno\u015bci swoich p\u00f3l. Informacje te mo\u017cna wykorzysta\u0107 do tworzenia map, kt\u00f3re wskazuj\u0105 obszary o stale wysokim lub niskim potencjale plonowania.<\/li>\r\n<li><strong>Dane teledetekcyjne:<\/strong> Zdj\u0119cia satelitarne, zdj\u0119cia lotnicze i inne dane teledetekcyjne mog\u0105 by\u0107 wykorzystane do oceny kondycji, wigoru i fazy wzrostu upraw. Informacje te mog\u0105 pos\u0142u\u017cy\u0107 do tworzenia map odzwierciedlaj\u0105cych zmienno\u015b\u0107 przestrzenn\u0105 potencja\u0142u produktywno\u015bci upraw.<\/li>\r\n<li><strong>Dane klimatyczne:<\/strong> Zmienne klimatyczne, takie jak temperatura, opady i promieniowanie s\u0142oneczne, r\u00f3wnie\u017c mog\u0105 wp\u0142ywa\u0107 na wzrost upraw i potencja\u0142 plonowania. Uwzgl\u0119dniaj\u0105c dane klimatyczne na tych mapach, rolnicy mog\u0105 lepiej zrozumie\u0107, jak czynniki \u015brodowiskowe wp\u0142ywaj\u0105 na potencja\u0142 produktywno\u015bci na ich polach.<\/li>\r\n<\/ol>\r\n<p>S\u0105 cennymi narz\u0119dziami w rolnictwie precyzyjnym, poniewa\u017c pomagaj\u0105 rolnikom zwizualizowa\u0107 przestrzenn\u0105 zmienno\u015b\u0107 potencja\u0142u produkcyjnego na ich polach. Wykorzystuj\u0105c te mapy do podejmowania decyzji zarz\u0105dczych, rolnicy mog\u0105 optymalizowa\u0107 wykorzystanie zasob\u00f3w, zwi\u0119ksza\u0107 og\u00f3lne plony i ogranicza\u0107 wp\u0142yw swoich dzia\u0142a\u0144 rolniczych na \u015brodowisko.<\/p>\r\n<h2>R\u00f3\u017cnica mi\u0119dzy mapami potencja\u0142u pola a danymi dotycz\u0105cymi plon\u00f3w<\/h2>\r\n<p>Mapy potencja\u0142u polowego i dane dotycz\u0105ce plon\u00f3w s\u0105 wykorzystywane w rolnictwie precyzyjnym, aby pom\u00f3c rolnikom zrozumie\u0107 zmienno\u015b\u0107 przestrzenn\u0105 na ich polach i podejmowa\u0107 bardziej \u015bwiadome decyzje zarz\u0105dcze. Istniej\u0105 jednak pewne kluczowe r\u00f3\u017cnice mi\u0119dzy nimi:<\/p>\r\n<p><strong>\u0179r\u00f3d\u0142a danych:<\/strong><\/p>\r\n<p>Mapy te powstaj\u0105 poprzez integracj\u0119 danych z r\u00f3\u017cnych \u017ar\u00f3de\u0142, takich jak w\u0142a\u015bciwo\u015bci gleby, topografia, historyczne dane o plonach, dane teledetekcyjne i dane klimatyczne. Dane te s\u0105 jednak gromadzone za pomoc\u0105 monitor\u00f3w plon\u00f3w zainstalowanych na sprz\u0119cie \u017cniwnym, kt\u00f3re rejestruj\u0105 plony w trakcie zbior\u00f3w.<\/p>\r\n<p><strong>Aspekt czasowy:<\/strong><\/p>\r\n<p>Mapy te przedstawiaj\u0105 szacunkow\u0105 potencjaln\u0105 produktywno\u015b\u0107 pola, kt\u00f3ra jest zazwyczaj statyczna lub zmienia si\u0119 powoli w czasie, chyba \u017ce zachodz\u0105 istotne zmiany we w\u0142a\u015bciwo\u015bciach gleby lub innych czynnikach wp\u0142ywaj\u0105cych. Dane dotycz\u0105ce plon\u00f3w s\u0105 jednak specyficzne dla danego sezonu wegetacyjnego lub kilku sezon\u00f3w i mog\u0105 si\u0119 znacznie r\u00f3\u017cni\u0107 z roku na rok w zale\u017cno\u015bci od czynnik\u00f3w takich jak warunki pogodowe, presja szkodnik\u00f3w i metody zarz\u0105dzania.<\/p>\r\n<p>Podsumowuj\u0105c, mapy potencja\u0142u polowego i dane dotycz\u0105ce plon\u00f3w to uzupe\u0142niaj\u0105ce si\u0119 narz\u0119dzia w rolnictwie precyzyjnym. Mapy te pozwalaj\u0105 oszacowa\u0107 potencjaln\u0105 produktywno\u015b\u0107 pola, pomagaj\u0105c rolnikom zidentyfikowa\u0107 obszary, kt\u00f3re mog\u0105 wymaga\u0107 innych praktyk zarz\u0105dzania. Dane dotycz\u0105ce plon\u00f3w dokumentuj\u0105 natomiast rzeczywist\u0105 wielko\u015b\u0107 plon\u00f3w i mog\u0105 by\u0107 wykorzystywane do oceny skuteczno\u015bci praktyk zarz\u0105dzania oraz wspomagania procesu decyzyjnego.<\/p>\r\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Aby por\u00f3wna\u0107 potencjalne strefy p\u00f3l z uzyskanymi w nich zbiorami, otw\u00f3rz <a style=\"color:#15701e;text-decoration:underline;text-underline-offset:2px;font-weight:600\" href=\"https:\/\/geopard.tech\/pl\/raport-plonow\/\">Automatyczny raport wydajno\u015bci<\/a>:umieszcza plon obok mapy stref, pokazuje ka\u017cd\u0105 stref\u0119 w por\u00f3wnaniu ze \u015bredni\u0105 pola i wycenia ka\u017cdy krok stawki.<\/p>\n<!-- \/wp:paragraph -->","protected":false},"excerpt":{"rendered":"<p>Mapy potencja\u0142u pola GeoPard bardzo cz\u0119sto wygl\u0105daj\u0105 dok\u0142adnie tak samo, jak dane o plonach. Tworzymy je, wykorzystuj\u0105c wielowarstwow\u0105 analiz\u0119 danych historycznych, topografii i analizy ods\u0142oni\u0119tego gruntu\u2026.<\/p>","protected":false},"author":210157960,"featured_media":5640,"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":[1586,1587,1372,1377,1376,1378,1366,1367,1368,1369],"tags":[1617],"class_list":["post-5639","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-partnership","category-blog","category-crop-monitoring","category-management-zones","category-remote-sensing","category-topography","category-use-cases","category-yield","category-vra","tag-geopard"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GeoPard Field Potential maps\u00a0vs Yield data - GeoPard Agriculture<\/title>\n<meta name=\"description\" content=\"Field potential maps and yield data are both used in precision agriculture to help farmers understand the spatial variability in their fields.\" \/>\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\/pl\/blog\/mapy-potencjalu-pola-daja-dane-o-plonie\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GeoPard Field Potential maps\u00a0vs Yield data - GeoPard Agriculture\" \/>\n<meta property=\"og:description\" content=\"Field potential maps and yield data are both used in precision agriculture to help farmers understand the spatial variability in their fields.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/pl\/blog\/mapy-potencjalu-pola-daja-dane-o-plonie\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - 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