{"id":244,"date":"2020-09-04T17:29:00","date_gmt":"2020-09-04T15:29:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=244"},"modified":"2026-09-13T10:55:39","modified_gmt":"2026-09-13T08:55:39","slug":"topografia-oparta-na-danych-maszynowych","status":"publish","type":"post","link":"https:\/\/geopard.tech\/pl\/blog\/topography-based-on-machinery-data\/","title":{"rendered":"Topografia oparta na danych maszynowych"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Wiele danych zebranych z p\u00f3l nie jest wykorzystywanych przez rolnik\u00f3w i agronom\u00f3w. Na przyk\u0142ad, niemal ka\u017cdy nowoczesny sprz\u0119t jest wyposa\u017cony w odbiornik GPS, kt\u00f3ry umo\u017cliwia zbieranie danych o wysoko\u015bci, a dok\u0142adno\u015b\u0107 cz\u0119sto poprawia si\u0119 dzi\u0119ki\u2026\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Real-time_kinematic\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Kinematyka w czasie rzeczywistym<\/a>\u00a0(RTK).\u00a0<\/p>\r\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11082\" class=\"elementor elementor-11082\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-644b854 e-flex e-con-boxed e-con e-parent\" data-id=\"644b854\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2919625 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"2919625\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Bildkarusell\" dir=\"ltr\" data-no-translation-aria-label=\"\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 av 2\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-2-1-1.webp?fit=1592%2C626&amp;ssl=1\" alt=\"Mapa topograficzna oparta na danych maszynowych\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 av 2\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-6-1.webp?fit=1594%2C630&amp;ssl=1\" alt=\"Topografia na podstawie danych maszynowych i ro\u015blinno\u015bci\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-left\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 504C119 504 8 393 8 256S119 8 256 8s248 111 248 248-111 248-248 248zm28.9-143.6L209.4 288H392c13.3 0 24-10.7 24-24v-16c0-13.3-10.7-24-24-24H209.4l75.5-72.4c9.7-9.3 9.9-24.8.4-34.3l-11-10.9c-9.4-9.4-24.6-9.4-33.9 0L107.7 239c-9.4 9.4-9.4 24.6 0 33.9l132.7 132.7c9.4 9.4 24.6 9.4 33.9 0l11-10.9c9.5-9.5 9.3-25-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Wi\u0119kszo\u015b\u0107 tych danych nie jest aktywnie wykorzystywana, poniewa\u017c ich wyodr\u0119bnienie, oczyszczenie i przetworzenie w celu uzyskania rzeczywistej warto\u015bci jest do\u015b\u0107 czasoch\u0142onne. Jednym z g\u0142\u00f3wnych za\u0142o\u017ce\u0144 GeoPard jest zmniejszenie z\u0142o\u017cono\u015bci wykorzystania danych w rolnictwie precyzyjnym.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GeoPard umo\u017cliwia automatyczne wyodr\u0119bnianie danych wysoko\u015bciowych o wysokiej dok\u0142adno\u015bci z:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Zestawy danych wydajno\u015bciowych<\/li>\r\n<li>Zestawy danych EC\/innych czujnik\u00f3w<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GeoPard wykorzysta\u0142 najlepsze dost\u0119pne\u00a0<a href=\"https:\/\/geopard.tech\/pl\/blog\/analiza-topografii-i-rzezby-terenu-pol-uprawnych\/\">zbi\u00f3r danych topograficznych<\/a>\u00a0dla ka\u017cdego terenu, ale niestety dane lidarowe o wysokiej dok\u0142adno\u015bci nie s\u0105 dost\u0119pne dla ka\u017cdego miejsca na \u015bwiecie. Dlatego cyfrowy model terenu oparty na danych maszynowych b\u0119dzie idealnym rozwi\u0105zaniem i znacz\u0105co poszerzy wiedz\u0119 o terenie.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Od tej pory, tak jak w przypadku ka\u017cdej warstwy danych w GeoPard, mo\u017cesz tworzy\u0107 strefy z danych wysoko\u015bci maszyn za pomoc\u0105 Kreatora stref i u\u017cywa\u0107 tych danych w\u00a0<a href=\"https:\/\/geopard.tech\/pl\/blog\/strefy-zarzadzania-w-rolnictwie-precyzyjnym-w-celu-optymalizacji-plonow\/\">Modu\u0142 Zones Ops<\/a>\u00a0(wyszukiwanie nak\u0142adek pomi\u0119dzy r\u00f3\u017cnymi zbiorami danych) i wykorzystanie go w\u00a0<a href=\"\/pl\/blog\/analityka-wielowarstwowa\/\">analityka wielowarstwowa<\/a>.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Nale\u017cy pami\u0119ta\u0107, \u017ce mo\u017cliwe jest r\u00f3wnie\u017c\u00a0<a href=\"https:\/\/geopard.tech\/pl\/blog\/podzielony-widok\/\" target=\"_blank\" rel=\"noreferrer noopener\">por\u00f3wnywa\u0107<\/a>\u00a0modele topografii oparte na teledetekcji i maszynach\/RTK.<\/p>\r\n<h2>Czym jest sprz\u0119t topograficzny?<\/h2>\r\n<p>Sprz\u0119t topograficzny to specjalistyczne narz\u0119dzia i instrumenty wykorzystywane w dziedzinie topografii, kt\u00f3ra zajmuje si\u0119 badaniem i mapowaniem ukszta\u0142towania powierzchni Ziemi.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"6811\" data-permalink=\"https:\/\/geopard.tech\/pl\/blog\/topography-based-on-machinery-data\/what-are-topographic-equipment\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" 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=\"What are topographic equipment\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?fit=1024%2C575&amp;ssl=1\" class=\"aligncenter wp-image-6811 size-full\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?resize=810%2C455&#038;ssl=1\" alt=\"Czym jest sprz\u0119t topograficzny\" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-are-topographic-equipment.jpg?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\r\n<p>Narz\u0119dzia te s\u0142u\u017c\u0105 do pomiaru i rejestrowania r\u00f3\u017cnych aspekt\u00f3w topografii terenu, w tym wysoko\u015bci, nachylenia i poziomic. Oto kilka powszechnie u\u017cywanych urz\u0105dze\u0144 topograficznych:<\/p>\r\n<ul>\r\n<li><strong>Tachimetr:<\/strong> Tachimetr to elektroniczny instrument pomiarowy, kt\u00f3ry \u0142\u0105czy funkcje teodolitu (s\u0142u\u017c\u0105cego do pomiaru k\u0105t\u00f3w poziomych i pionowych) oraz dalmierza elektronicznego (EDM) do pomiaru odleg\u0142o\u015bci. S\u0142u\u017cy do precyzyjnego pozycjonowania oraz pomiaru k\u0105t\u00f3w i odleg\u0142o\u015bci w pomiarach topograficznych.<\/li>\r\n<li><strong>Odbiornik GPS (Global Positioning System):<\/strong> Odbiorniki GPS wykorzystuj\u0105 sygna\u0142y z satelit\u00f3w do dok\u0142adnego okre\u015blania pozycji na powierzchni Ziemi. W topografii odbiorniki GPS s\u0142u\u017c\u0105 do wyznaczania punkt\u00f3w kontrolnych i pomiaru wsp\u00f3\u0142rz\u0119dnych, co jest kluczowe dla tworzenia dok\u0142adnych map topograficznych.<\/li>\r\n<li><strong>Urz\u0105dzenie do poziomowania:<\/strong> Przyrz\u0105dy niwelacyjne, takie jak niwelator p\u0142aski lub niwelator cyfrowy, s\u0142u\u017c\u0105 do pomiaru r\u00f3\u017cnic wysoko\u015bci lub wysoko\u015bci mi\u0119dzy r\u00f3\u017cnymi punktami na terenie. Pomagaj\u0105 w okre\u015blaniu kontur i nachyle\u0144 terenu.<\/li>\r\n<li><strong>LiDAR (detekcja \u015bwiat\u0142a i pomiar odleg\u0142o\u015bci):<\/strong> LiDAR to technologia teledetekcji, kt\u00f3ra wykorzystuje \u015bwiat\u0142o laserowe do pomiaru odleg\u0142o\u015bci i tworzenia szczeg\u00f3\u0142owych map tr\u00f3jwymiarowych. Jest powszechnie stosowana w pomiarach lotniczych i naziemnych do pozyskiwania danych wysoko\u015bciowych o wysokiej rozdzielczo\u015bci.<\/li>\r\n<li><strong>Sprz\u0119t fotogrametryczny:<\/strong> Fotogrametria polega na uzyskiwaniu pomiar\u00f3w ze zdj\u0119\u0107. Do wykonywania zdj\u0119\u0107 lotniczych u\u017cywa si\u0119 specjalistycznych kamer, topograf\u00f3w, dron\u00f3w lub bezza\u0142ogowych statk\u00f3w powietrznych (BSP) wyposa\u017conych w kamery o wysokiej rozdzielczo\u015bci. Nast\u0119pnie oprogramowanie fotogrametryczne przetwarza te zdj\u0119cia i wydobywa z nich informacje topograficzne.<\/li>\r\n<li><strong>Urz\u0105dzenia GPS przeno\u015bne:<\/strong> Przeno\u015bne urz\u0105dzenia GPS dostarczaj\u0105 dok\u0142adnych danych o pozycji w czasie rzeczywistym. S\u0105 przeno\u015bne i s\u0142u\u017c\u0105 do nawigacji, mapowania i gromadzenia danych w terenie.<\/li>\r\n<li><strong>Ksi\u0105\u017cki terenowe i narz\u0119dzia pomiarowe:<\/strong> Dzienniki terenowe s\u0142u\u017c\u0105 geodetom do zapisywania pomiar\u00f3w, szkic\u00f3w i notatek podczas pomiar\u00f3w topograficznych. Narz\u0119dzia pomiarowe, takie jak ta\u015bmy miernicze, tyczki i ta\u015bma flagowa, s\u0142u\u017c\u0105 do pomiaru odleg\u0142o\u015bci i oznaczania punkt\u00f3w zainteresowania.<\/li>\r\n<\/ul>\r\n<p>Oto niekt\u00f3re z niezb\u0119dnych urz\u0105dze\u0144 topograficznych u\u017cywanych w terenie. Nale\u017cy pami\u0119ta\u0107, \u017ce post\u0119p technologiczny mo\u017ce wprowadza\u0107 nowe narz\u0119dzia lub odmiany istniej\u0105cego sprz\u0119tu, dlatego zaleca si\u0119 \u015bledzenie najnowszych osi\u0105gni\u0119\u0107.<\/p>\r\n<h2>Co to jest <span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;topographer machine&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:6723,&quot;3&quot;:{&quot;1&quot;:0},&quot;4&quot;:{&quot;1&quot;:2,&quot;2&quot;:16777215},&quot;9&quot;:0,&quot;12&quot;:0,&quot;14&quot;:{&quot;1&quot;:2,&quot;2&quot;:-570425344},&quot;15&quot;:&quot;Roboto, RobotoDraft, Helvetica, Arial, sans-serif&quot;}\">maszyna topograficzna?<br \/><\/span><\/h2>\r\n<p>Maszyna topograficzna, znana r\u00f3wnie\u017c jako maszyna do pomiaru topografii lub system mapowania topograficznego, to specjalistyczne narz\u0119dzie wykorzystywane w rolnictwie do precyzyjnego pomiaru i mapowania cech fizycznych pola lub gruntu rolnego.<\/p>\r\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"6809\" data-permalink=\"https:\/\/geopard.tech\/pl\/blog\/topography-based-on-machinery-data\/what-is-topographer-machine-in-agriculture\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" 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=\"What is topographer machine in agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?fit=1024%2C575&amp;ssl=1\" class=\"aligncenter wp-image-6809 size-full\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?resize=810%2C455&#038;ssl=1\" alt=\"Czym jest maszyna topograficzna w rolnictwie?\" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2020\/09\/What-is-topographer-machine-in-agriculture.jpg?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\r\n<p>Jego celem jest zbieranie dok\u0142adnych danych o wysoko\u015bci i tworzenie szczeg\u00f3\u0142owych map topograficznych przedstawiaj\u0105cych kontury terenu, nachylenia i inne istotne cechy.<\/p>\r\n<p>Topograf zazwyczaj sk\u0142ada si\u0119 z zaawansowanego sprz\u0119tu pomiarowego, w tym odbiornik\u00f3w GPS, skaner\u00f3w laserowych, czujnik\u00f3w LiDAR (detekcji \u015bwiat\u0142a i pomiaru odleg\u0142o\u015bci) oraz komputer\u00f3w pok\u0142adowych.<\/p>\r\n<p>Komponenty te wsp\u00f3\u0142pracuj\u0105 ze sob\u0105, aby zbiera\u0107 precyzyjne dane o lokalizacji i mierzy\u0107 wysoko\u015b\u0107 r\u00f3\u017cnych punkt\u00f3w na terenach rolniczych.<\/p>\r\n<p>Maszyna jest obs\u0142ugiwana przez profesjonalist\u00f3w z bran\u017cy rolniczej lub przeszkolonych technik\u00f3w, kt\u00f3rzy wykorzystuj\u0105 j\u0105 w terenie. Podczas przemieszczania si\u0119 po terenie, maszyna wykorzystuje sygna\u0142y GPS do okre\u015blenia swojej pozycji oraz technologi\u0119 laserow\u0105 lub LiDAR do pomiaru wysoko\u015bci terenu. Zebrane dane s\u0105 nast\u0119pnie przetwarzane i analizowane w celu tworzenia dok\u0142adnych map topograficznych.<\/p>\r\n<p>Wygenerowane mapy topograficzne dostarczaj\u0105 cennych informacji rolnikom i zarz\u0105dcom grunt\u00f3w. Umo\u017cliwiaj\u0105 one lepsze planowanie i zarz\u0105dzanie dzia\u0142alno\u015bci\u0105 rolnicz\u0105, tak\u0105 jak nawadnianie, drena\u017c i niwelacja terenu.<\/p>\r\n<p>Dzi\u0119ki zrozumieniu topografii terenu rolnicy mog\u0105 zoptymalizowa\u0107 swoje praktyki rolnicze, zminimalizowa\u0107 erozj\u0119 gleby i zwi\u0119kszy\u0107 og\u00f3ln\u0105 wydajno\u015b\u0107 upraw.<\/p>\r\n<p>Podsumowuj\u0105c, sprz\u0119t topograficzny odgrywa kluczow\u0105 rol\u0119 w precyzyjnym pomiarze i mapowaniu ukszta\u0142towania powierzchni Ziemi w dziedzinie topografii. Informacje zebrane za pomoc\u0105 tych narz\u0119dzi s\u0105 kluczowe dla tworzenia szczeg\u00f3\u0142owych map topograficznych, kt\u00f3re z kolei wspomagaj\u0105 efektywne zarz\u0105dzanie gruntami, planowanie dzia\u0142alno\u015bci rolniczej i optymalizacj\u0119 praktyk rolniczych.\u00a0<\/p>","protected":false},"excerpt":{"rendered":"<p>Wiele danych zebranych w terenie nie jest wykorzystywanych przez rolnik\u00f3w i agronom\u00f3w. Na przyk\u0142ad, niemal ka\u017cdy nowoczesny sprz\u0119t jest wyposa\u017cony w GPS\u2026<\/p>","protected":false},"author":210157960,"featured_media":1362,"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":[1586,1660,1380,1366],"tags":[1600],"class_list":["post-244","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-agriculture-mapping","category-whats","category-topography","tag-topography"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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