{"id":10420,"date":"2024-06-06T23:18:01","date_gmt":"2024-06-06T21:18:01","guid":{"rendered":"https:\/\/geopard.tech\/?p=10420"},"modified":"2024-06-17T11:08:53","modified_gmt":"2024-06-17T09:08:53","slug":"geopardi-abil-tappispollumajanduses-saastva-pollumajanduse-majanduslike-mojude-visualiseerimine","status":"publish","type":"post","link":"https:\/\/geopard.tech\/est\/blog\/visualizing-economic-impacts-of-sustainable-farming-using-geopard-in-precision-agriculture\/","title":{"rendered":"S\u00e4\u00e4stva p\u00f5llumajanduse majandusliku m\u00f5ju visualiseerimine GeoPardi abil t\u00e4ppisp\u00f5llumajanduses"},"content":{"rendered":"<p>Bayerische Landesanstalt f\u00fcr Landwirtschafti (LfL) ja GeoPard Agriculture&#039;i teadlased tegid koost\u00f6\u00f6d, et uurida ribap\u00f5llukultuuride s\u00fcsteemide majanduslikku k\u00fclge s\u00e4\u00e4stva p\u00f5llumajanduse jaoks. Nad jagasid oma tulemusi Hohenheimi \u00fclikooli \u00fcritusel \u201cBioloogilise mitmekesisuse edendamine digitaalse p\u00f5llumajanduse kaudu\u201d, keskendudes keskkonnas\u00f5bralikele p\u00f5llumajandustavadele ja nende finantsm\u00f5judele.<\/p>\n<p>Nende projekti \u201cTuleviku p\u00f5llukultuuride kasvatamine\u201d eesm\u00e4rk oli uurida uusi p\u00f5llumajandusviise, p\u00f6\u00f6rates erilist t\u00e4helepanu ribakultuuridele. See tehnika h\u00f5lmab erinevate p\u00f5llukultuuride kasvatamist ribadena samal p\u00f5llul k\u00f5rvuti, mis v\u00f5ib v\u00e4hendada kemikaalide vajadust ja suurendada bioloogilist mitmekesisust. Teadlased soovisid leida viise, kuidas muuta p\u00f5llumajandus keskkonnas\u00f5bralikumaks, j\u00e4\u00e4des samal ajal p\u00f5llumeestele kasumlikuks.<\/p>\n<p>Olivia Spykmani ja Markus Gandorferi juhtimisel LfL-ist ning Victoria Sorokina&#039;st GeoPardist sai see koost\u00f6\u00f6 alguse EIT Food Accelerator programmi ajal. Kasutades oma teadmisi p\u00f5llumajanduse, digitaalsete t\u00f6\u00f6riistade ja andmeanal\u00fc\u00fcsi valdkonnas, asusid nad uurima s\u00e4\u00e4stva p\u00f5llumajanduse majanduslikku k\u00fclge.<\/p>\n<p>Samal ajal kui <span style=\"font-weight: 400;\">S\u00fcnteetiliste sisendite v\u00e4hendamise ja bioloogilise mitmekesisuse suurendamise teemadel leidsid nad, et ribap\u00f5llunduse \u00f6koloogilist potentsiaali on h\u00e4sti uuritud. Selle mehhaniseerimine ja t\u00f6\u00f6j\u00f5umajanduslikkus, eriti autonoomsete seadmete puhul, vajavad aga edasist hindamist. <\/span><\/p>\n<p>Nad leidsid, et p\u00f5llumehed olid selle praktilisuse osas ebakindlad, eriti uue tehnoloogia puhul. Selle probleemi lahendamiseks vestlesid nad p\u00f5llumeestega ribap\u00f5llukultuuride vaheltk\u00fclvi laboris, et m\u00f5ista nende muresid ja paremini suhelda.<\/p>\n<p>Lisaks v\u00f5ivad maastiku muutused tekitada p\u00f5llumeestes k\u00f5hklusi, seega on oluline anda eelnevalt selget teavet. Seet\u00f5ttu saavad digitaalsed t\u00f6\u00f6riistad, n\u00e4iteks visualiseeringud, h\u00f5lbustada p\u00f5llumeeste ja nende kogukondade vahelist suhtlust, soodustades \u00f6koloogiliselt kasulike maastikumuutuste aktsepteerimist ja tunnustamist.<\/p>\n<p>N\u00e4iteks Uus-Meremaal kasutasid p\u00f5llumehed metsastamiseks sobivate alade visualiseerimiseks virtuaalreaalsuse (VR) prille, mis aidates kaasa p\u00f5llumajanduslikule planeerimisele, illustreerides m\u00f5ju p\u00f5llumajandusettev\u00f5tte kasumlikkusele, maastiku esteetikale ja maapiirkondade kogukondadele. Sellised visualiseeringud v\u00f5ivad suurendada p\u00f5llumeeste arusaamist ja huvi maastiku muutuste vastu, kuigi edukas rakendamine s\u00f5ltub ka p\u00f5llumeeste enesekindlusest.<\/p>\n<p>Samamoodi kasutati k\u00e4esolevas uuringus pilvep\u00f5hist programmi GeoPard, et anal\u00fc\u00fcsida ribap\u00f5hist vahelduskultuuride tootmiss\u00fcsteemi mitmest vaatenurgast. GeoPardi v\u00f5rrandid parameetriseeriti Future Crop Farming projekti empiiriliste andmetega. Esialgsed tulemused h\u00f5lmavad herbitsiidide ja l\u00e4mmastiku sisendi ning saagikuse visualiseeringuid, kusjuures kavandatud on keerukamad arvutused.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"10431\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/visualizing-economic-impacts-of-sustainable-farming-using-geopard-in-precision-agriculture\/herbicide-application-map-displaying\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?fit=1075%2C767&amp;ssl=1\" data-orig-size=\"1075,767\" 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=\"Herbicide application map displaying\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?fit=1024%2C731&amp;ssl=1\" class=\"alignnone size-full wp-image-10431\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?resize=810%2C578&#038;ssl=1\" alt=\"Herbitsiidide pealekandmise kaardi kuvamine\" width=\"810\" height=\"578\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?w=1075&amp;ssl=1 1075w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?resize=300%2C214&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?resize=1024%2C731&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Herbicide-application-map-displaying.jpg?resize=768%2C548&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Lisaks integreeris s\u00fcsteem mitmesuguseid andmeallikaid, sealhulgas:<\/p>\n<ul>\n<li>Saagikuse ja rakendatud sisendi andmekogumid<\/li>\n<li>P\u00f5llukultuuride ja taimekaitsevahendite hinnainfo (kasutaja esitatud)<\/li>\n<li>Satelliidipildid (Sentinel-2, Landsat, Planet)<\/li>\n<li>Topograafilised andmed<\/li>\n<li>GeoPardis saadaolevate ajalooliste andmete tsoonikaardid<\/li>\n<\/ul>\n<p>Samal ajal h\u00f5lmasid peamised kasutatud tehnikad ruumianal\u00fc\u00fcsi ja ruumiandmete t\u00f5husat k\u00e4sitlemist NumPy raamistiku abil. Andmed p\u00e4rinesid .xlsx ja .shp failidest. Kujundusfailil puudusid aga \u00fcksikute ribade kohta t\u00e4psed andmed, mis tingis erinevate andmevormingute integreerimise vajaduse.<\/p>\n<p>GeoPard h\u00f5lbustas andmete ruumilist korraldamist, et siduda ribap\u00f5hised detailid nende vastavate asukohtadega p\u00f5llul. Seega moodustas ribasid kuvav integreeritud andmestik GeoPardis kirjeldava katseanal\u00fc\u00fcsi aluse.<\/p>\n<p>Kuigi uuringus ei uuritud sisendite muutuva m\u00e4\u00e4raga rakendamist, v\u00f5imaldas GeoPardi k\u00f5rge eraldusv\u00f5imega kaardistamine (piksli suurus: 3 \u00d7 3 meetrit) detailset visualiseerimist pikslitasandil, lisades keerukust. See detailne kaardistamine on v\u00e4\u00e4rtuslik tulevaste rakenduste jaoks, n\u00e4iteks mitme kihi kombineerimiseks v\u00f5i ruumiliselt muutuvama teabe, n\u00e4iteks saagiprofiilide integreerimiseks, mis p\u00f5hinevad uurimisprojekti k\u00e4igus maat\u00fckkide kombainide poolt kogutud v\u00e4ikesemahulistel saagiandmetel.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"10432\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/visualizing-economic-impacts-of-sustainable-farming-using-geopard-in-precision-agriculture\/yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.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=\"Yield-per-crop map in full view and zoomed-in to show pixel-level details\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?fit=1024%2C575&amp;ssl=1\" class=\"alignnone size-full wp-image-10432\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?resize=810%2C455&#038;ssl=1\" alt=\"Saagikuse kaart t\u00e4isvaates ja suumitud pikslitaseme detailide kuvamiseks\" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/06\/Yield-per-crop-map-in-full-view-and-zoomed-in-to-show-pixel-level-details.jpg?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Teadlased on avastanud ka, et kuigi GeoPard on peamiselt t\u00e4itnud kirjeldavaid funktsioone, on sellel potentsiaali keerukamate visualiseeringute jaoks. N\u00e4iteks alamkultuuride saagikuse andmete ja hinnainfo lisamine v\u00f5ib aidata luua kasumikaarte, mis n\u00e4itavad k\u00fclgnevate p\u00f5llukultuuride ribade vahelisi servaefekte.<\/p>\n<p>Lisaks v\u00f5iks t\u00f6\u00f6majanduslike andmete integreerimine paljastada mastaabis\u00e4\u00e4stu v\u00e4hendamise m\u00f5ju bioloogilise mitmekesisuse edendamisele. Sellised andmed v\u00f5ivad aidata stsenaariumide modelleerimist, v\u00f5imaldades uurida erinevaid k\u00fclvikordi, ribalaiusi ja mehhaniseerimist\u00fc\u00fcpe, keskendudes p\u00f5lluspetsiifilistele tulemustele, et parandada p\u00f5llumajanduslikku juhtimist ja otsuste tegemist.<\/p>\n<p>Seega v\u00f5iks s\u00fcsteem toimida digitaalse kaksikuna, edastades reaalajas andmeid p\u00f5llumasinatelt ja anduritelt GeoPardi, mis on juba saavutatav m\u00f5nede kommertstehnoloogiate ja satelliidiandmetega. P\u00f5llumeeste mure tehnoloogia \u00fchilduvuse p\u00e4rast r\u00f5hutab aga vajadust integreerida t\u00e4iendavaid andmeallikaid laiema rakendatavuse tagamiseks.<\/p>","protected":false},"excerpt":{"rendered":"<p>Bayerische Landesanstalt f\u00fcr Landwirtschafti (LfL) ja GeoPard Agriculture&#039;i teadlased tegid koost\u00f6\u00f6d, et uurida ribap\u00f5llukultuuride s\u00fcsteemide majanduslikku k\u00fclge s\u00e4\u00e4stva p\u00f5llumajanduse jaoks. Nad jagasid\u2026<\/p>","protected":false},"author":210157960,"featured_media":10422,"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":[1657,1661,1376,1367],"tags":[],"class_list":["post-10420","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-satellite-imagery","category-management-zones","category-use-cases"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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