{"id":4802,"date":"2022-05-27T09:23:53","date_gmt":"2022-05-27T07:23:53","guid":{"rendered":"https:\/\/geopard.tech\/?p=4802"},"modified":"2026-09-13T10:54:47","modified_gmt":"2026-09-13T08:54:47","slug":"cum-ajuta-imaginile-din-satelit-la-agricultura-de-precizie","status":"publish","type":"post","link":"https:\/\/geopard.tech\/ro\/blog\/how-does-satellite-imagery-help-precision-agriculture\/","title":{"rendered":"Cum ajut\u0103 imaginile satelitare hiperspectrale agricultura de precizie?"},"content":{"rendered":"<p>Utilizarea imaginilor satelitare hiperspectrale \u00een agricultur\u0103 a transformat modul \u00een care terenurile agricole sunt gestionate pentru a satisface cerin\u021bele tot mai mari ale popula\u021biei \u00een cre\u0219tere, \u00een contextul schimb\u0103rilor climatice.<\/p>\n<p>Dezvoltarea \u0219i comercializarea acestui instrument \u00een ultima vreme s-au tradus prin \u00een\u021belegerea \u0219i monitorizarea accesibile nu doar a fermelor mari, ci \u0219i a fermelor mici de pretutindeni.<\/p>\n<p>Este important s\u0103 \u00een\u021belegem conceptul de imagistic\u0103 satelitar\u0103 hiperspectral\u0103 \u0219i implica\u021biile sale benefice pentru fermieri \u0219i terenuri agricole, precum \u0219i modul de utilizare a acestora.<\/p>\n<h2>Cum sunt utile imaginile din satelit pentru agricultur\u0103?<\/h2>\n<p>Pentru cea mai mare parte a istoriei omenirii, agricultura a fost o \u0219tiin\u021b\u0103 \u0219i o practic\u0103 strict terestr\u0103. Cu toate acestea, domeniul de aplicare al agriculturii de ast\u0103zi s-a extins la cote mari, ajung\u00e2nd la sateli\u021bi care orbiteaz\u0103 P\u0103m\u00e2ntul. Dar cum afecteaz\u0103, de fapt, sateli\u021bii modul \u00een care cultiv\u0103m culturi \u0219i producem alimente?<\/p>\n<p>R\u0103spunsul const\u0103 \u00een factorii de care depinde agricultura, \u0219i anume solul, vremea, temperatura, regimul precipita\u021biilor, dezvoltarea culturilor, topografia \u0219i a\u0219a mai departe.<\/p>\n<p>Sateli\u021bii sau tehnologiile spa\u021biale ne permit s\u0103 m\u0103sur\u0103m \u0219i s\u0103 monitoriz\u0103m cu u\u0219urin\u021b\u0103 ace\u0219ti factori, direct de pe ecranele computerelor noastre, iar informa\u021biile astfel ob\u021binute pot fi utilizate pentru a planifica interven\u021bii agricole adecvate.<\/p>\n<p>Utilizarea sateli\u021bilor \u00een agricultur\u0103 este o practic\u0103 \u00een cre\u0219tere rapid\u0103. A evoluat de la simpla colectare de informa\u021bii la efectuarea efectiv\u0103 a opera\u021biunilor agricole precise, de exemplu, utilizarea tractoarelor montate pe GPS pentru recoltare.<\/p>\n<p>Este important de men\u021bionat c\u0103 sateli\u021bii sunt utiliza\u021bi \u00een principal pentru generarea de date geospa\u021biale precise ale obiectelor de interes - terenuri agricole \u0219i culturi \u00een cazul nostru. Acest lucru se realizeaz\u0103 prin utilizarea unei combina\u021bii de mai mult de trei sateli\u021bi \u0219i a unui concept cunoscut sub numele de trilatera\u021bie.<\/p>\n<p>Mai mult, pentru a m\u0103sura \u0219i monitoriza factorii men\u021biona\u021bi mai sus, sateli\u021bii sunt echipa\u021bi cu diverse tipuri de senzori de \u00eenalt\u0103 performan\u021b\u0103. Prin combinarea acestor mecanisme, sateli\u021bii au devenit at\u00e2t de utili \u00een agricultura modern\u0103.<\/p>\n<h2>Ce este imagistica hiperspectral\u0103 \u00een agricultura de precizie?<\/h2>\n<p>Imagistica hiperspectral\u0103 este procesul de ob\u021binere a datelor despre un obiect prin captarea diferitelor semn\u0103turi spectrale din \u00eentregul spectru electromagnetic al luminii \u0219i nu doar din banda de lumin\u0103 pe care o putem vedea \u0219i care este reflectat\u0103 prin lovirea obiectului.<\/p>\n<p>Captarea acelor semn\u0103turi spectrale se face cu ajutorul unor senzori specializa\u021bi, afla\u021bi la bordul sateli\u021bilor.<\/p>\n<p>\u00cen agricultur\u0103, imagistica hiperspectral\u0103 se bazeaz\u0103 pe faptul c\u0103 aproape toate tipurile de culturi prezint\u0103 semn\u0103turi spectrale diferite \u00een diferite etape ale ciclului lor de via\u021b\u0103 \u0219i \u00een diferite condi\u021bii fiziologice. Aceste diferen\u021be pot fi atribuite fie observa\u021biilor a\u0219teptate, fie celor nea\u0219teptate.<\/p>\n<p>\u00cen cazul rezultatelor nea\u0219teptate, diferen\u021bele pot fi atribuite mai multor factori de mediu sau de gestionare care au modificat condi\u021biile fiziologice ale plantelor. Acest lucru poate fi util \u00een detectarea:<\/p>\n<ul>\n<li>Nivelul de umiditate al solului<\/li>\n<li>Mai multe boli<\/li>\n<li>Compozi\u021bia culturilor pentru sistemele de culturi multiple<\/li>\n<li>Infestarea cu buruieni<\/li>\n<li>Nivelul de nutrien\u021bi din sol etc.<\/li>\n<\/ul>\n<p>Studiind \u0219i analiz\u00e2nd cu aten\u021bie aceste descoperiri, un fermier \u00ee\u0219i poate adapta cu u\u0219urin\u021b\u0103 interven\u021biile pentru o produc\u021bie optim\u0103 \u00een timp \u0219i spa\u021biu. \u00centr-un fel, imagistica hiperspectral\u0103 permite fermierilor s\u0103 \u00een\u021beleag\u0103 ce \u00ee\u0219i dore\u0219te cultura.<\/p>\n<p>Procesul propriu-zis de imagistic\u0103 \u00een agricultur\u0103 se realizeaz\u0103 fie de la nivelul solului, fie din aer. Pentru imagistica de la nivelul solului, imagistica se face cu robo\u021bi sau vehicule echipate cu senzori hiperspectrali. Pentru imagistica hiperspectral\u0103 aerian\u0103, se utilizeaz\u0103 drone (UAV), precum \u0219i imagini din satelit.<\/p>\n<p>\u00centruc\u00e2t mecanismul de func\u021bionare al imagisticii hiperspectrale implic\u0103 m\u0103surarea precis\u0103 a luminii \u0219i a benzilor sale spectrale, chiar \u0219i o mic\u0103 mi\u0219care sau neregularitate \u00een sistem poate denatura \u00een mare m\u0103sur\u0103 rezultatele \u0219i poate provoca mai mult r\u0103u dec\u00e2t bine.<\/p>\n<p>A\u0219adar, este vital s\u0103 se utilizeze sisteme \u0219i servicii fiabile \u0219i precise pentru orice opera\u021biuni agricole de imagistic\u0103 hiperspectral\u0103. \u00cen cele din urm\u0103, aplicarea imagisticii hiperspectrale \u00een agricultur\u0103 este cel mai bine realizat\u0103 atunci c\u00e2nd este utilizat\u0103 \u00een mod regulat pe parcursul mai multor cicluri de cultur\u0103, astfel \u00eenc\u00e2t \u00een\u021belegerea \u0219i monitorizarea culturilor s\u0103 fie mai precise \u0219i exacte.<\/p>\n<h2>Cum ajut\u0103 imaginile spectrale din satelit fermierii de precizie?<\/h2>\n<p>Sateli\u021bii \u0219i tehnologiile asociate nu numai c\u0103 \u00eei ajut\u0103 pe fermieri s\u0103 \u00ee\u0219i gestioneze eficient fermele; ei schimb\u0103 modul \u00een care se practic\u0103 agricultura la nivel global.<\/p>\n<p>Sateli\u021bii ofer\u0103 fermierilor o viziune \u0219i o perspectiv\u0103 asupra \u00eentregii lor ferme dintr-un punct de vedere la care nu ar fi putut visa niciodat\u0103 \u00een urm\u0103 cu doar c\u00e2teva decenii. Diferitele moduri \u00een care sateli\u021bii \u00eei ajut\u0103 pe fermieri s\u0103 \u00ee\u0219i gestioneze fermele \u00een mod eficient \u0219i sustenabil sunt urm\u0103toarele:<\/p>\n<ul>\n<li><strong>Cartografiere:<\/strong> Primul pas \u00een agricultura de precizie cu utilizarea sateli\u021bilor implic\u0103 o cartografiere am\u0103nun\u021bit\u0103 a \u00eentregii parcele de teren. Acest lucru este benefic \u00een special \u00een cazurile de terenuri agricole mari, care le permite fermierilor s\u0103 identifice \u0219i s\u0103 prioritizeze terenurile lor \u00een func\u021bie de caracteristicile spa\u021biale.<\/li>\n<li><strong>M\u0103surarea \u0219i studierea:<\/strong> Camerele \u0219i senzorii multispectrali monta\u021bi \u00een sateli\u021bi ofer\u0103, direct sau indirect, o m\u0103sur\u0103toare a unei game vaste de caracteristici importante ale terenurilor agricole, cum ar fi s\u0103n\u0103tatea culturilor, nutri\u021bia, stresul hidric al solului, stadiul planta\u021biei, modelele meteorologice, bolile \u0219i a\u0219a mai departe.<\/li>\n<li><strong>Executare \u0219i monitorizare:<\/strong> Trec\u00e2nd mai departe, datele satelitare \u0219i func\u021bionalit\u0103\u021bile acestora sunt utile \u00een efectuarea automat\u0103 a ma\u0219inilor tehnologice \u0219i permit utilizarea cu precizie a ratelor variabile de aplicare a \u00eengr\u0103\u0219\u0103mintelor \u0219i a varia\u021biilor modelelor de irigare. Mai mult, pe m\u0103sur\u0103 ce imaginile se acumuleaz\u0103 una dup\u0103 alta \u00een timp, ele reflect\u0103 modelul caracteristicilor terenurilor agricole, precum \u0219i al mediului \u00eenconjur\u0103tor. Acest lucru ajut\u0103 la prezicerea evenimentelor viitoare \u0219i la planificarea \u0219i preg\u0103tirea \u00een avans pentru a avea cele mai mari \u0219anse de a minimiza evenimentele extreme de pierderi cauzate de factori precum seceta, schimb\u0103rile climatice, focarele de boli etc.<\/li>\n<\/ul>\n<p>Utilizarea sa \u00een agricultur\u0103, inclusiv imaginile hiperspectrale, se \u00eencadreaz\u0103 \u00een sfera larg\u0103 a agriculturii de precizie. Prin urmare, imaginile din satelit sunt rareori utilizate izolat \u0219i reprezint\u0103 mai degrab\u0103 unul dintre elementele Internetului Lucrurilor (IoT) utilizate \u00een agricultura de precizie.<\/p>\n<p>Imagini din satelit, combinate cu date terestre, inteligen\u021b\u0103 artificial\u0103, analiz\u0103 de big data \u0219i diseminarea datelor p\u00e2n\u0103 la nivelul fermierilor folosind smartphone-uri \u0219i servicii de aplica\u021bii.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"4806\" data-permalink=\"https:\/\/geopard.tech\/ro\/blog\/how-does-satellite-imagery-help-precision-agriculture\/49-2-min\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?fit=1200%2C650&amp;ssl=1\" data-orig-size=\"1200,650\" 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=\"Satellite imagery helps to precision agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"wp-image-4806 size-large aligncenter\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"Imaginile din satelit ajut\u0103 la agricultura de precizie \" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/05\/49.2-min.jpg?w=1200&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Mai precis, imagistica cu spectru \u00eenalt \u00een agricultur\u0103 este un factor care permite urm\u0103toarele:<\/p>\n<p><strong>1. Detectarea st\u0103rii de s\u0103n\u0103tate a culturilor:<\/strong><\/p>\n<p>Diferite tipuri de indici de vegeta\u021bie calcula\u021bi din imaginile satelitare multispectrale sunt utiliza\u021bi pentru a \u00een\u021belege, detecta \u0219i monitoriza starea de s\u0103n\u0103tate a culturilor. A\u0219a cum am men\u021bionat anterior, diferite condi\u021bii de s\u0103n\u0103tate sau vigoarea lor determin\u0103 absorb\u021bia sau reflectarea diferitelor lungimi de und\u0103 ale luminii.<\/p>\n<p>Senzorii capteaz\u0103 \u0219i calculeaz\u0103 indicii, iar cel mai bun poate fi utilizat aproape \u00een timp real pentru a genera strategii de gestionare adecvate. Pentru a \u00een\u021belege mai multe despre diferitele tipuri de indici de vegeta\u021bie \u0219i pe care s\u0103 \u00eel alege\u021bi, citi\u021bi acest articol. <a href=\"https:\/\/geopard.tech\/ro\/blog\/indicele-de-vegetatie-cum-sunt-utilizati-in-agricultura-de-precizie\/\">Blogul GeoPard<\/a>.<\/p>\n<p><strong>2. Starea \u0219i propriet\u0103\u021bile solului:<\/strong><\/p>\n<p>La fel cum culturile \u0219i frunzi\u0219ul lor prezint\u0103 semn\u0103turi spectrale distincte \u00een diferite condi\u021bii de s\u0103n\u0103tate, varia\u021biile solului \u0219i ale propriet\u0103\u021bilor acestuia se traduc \u0219i \u00eentr-un spectru diferit de lumin\u0103 reflectat\u0103 de senzorii transporta\u021bi prin aer.<\/p>\n<p>De exemplu, Indicele de luminozitate a solului este un astfel de indice utilizat pentru a m\u0103sura \u0219i cartografia propriet\u0103\u021bile solului. Deoarece propriet\u0103\u021bile solului, precum umiditatea, nivelurile de nutrien\u021bi, textura, erodabilitatea \u0219i pH-ul, joac\u0103 un rol imens \u00een succesul sau e\u0219ecul general al \u00eentregului sistem agricol, este important s\u0103 se cartografieze, s\u0103 se gestioneze \u0219i s\u0103 se monitorizeze starea solului cu precizie \u0219i \u00een mod regulat.<\/p>\n<p>E\u0219antionarea sistematic\u0103 a solului poate oferi o descriere mai precis\u0103 a propriet\u0103\u021bilor solului, dar poate fi costisitoare \u0219i ineficient\u0103 pe suprafe\u021be mari.<\/p>\n<p>Prin urmare, cea mai bun\u0103 abordare combin\u0103 imagistica hiperspectral\u0103 cu e\u0219antionarea sistematic\u0103 a solului \u00een gril\u0103 pentru a ob\u021bine o hart\u0103 precis\u0103 \u0219i fiabil\u0103 a diferitelor propriet\u0103\u021bi ale solului.<\/p>\n<p>Aceasta poate fi utilizat\u0103 \u00een continuare pentru a aplica fertilizarea VRA. Aceast\u0103 abordare este cea utilizat\u0103 de <a href=\"https:\/\/geopard.tech\/ro\/prelevarea-de-probe-de-sol\/\">Analiza datelor despre sol<\/a> solu\u021bie oferit\u0103 de <a href=\"https:\/\/geopard.tech\/ro\/\">GeoPard Agricultur\u0103<\/a>.<\/p>\n<p><strong>3. Cre\u0219terea culturilor \u0219i detectarea tipurilor de culturi\/soiuri<\/strong><\/p>\n<p>Aplicarea imaginilor satelitare multispectrale \u00een \u00een\u021belegerea \u0219i monitorizarea cre\u0219terii culturilor, precum \u0219i a compozi\u021biei acestora, este esen\u021bial\u0103 \u00een cazurile sistemelor de culturi multiple din fermele mari.<\/p>\n<p>\u00cen fermele mari, diferite parcele de teren pot avea factori de mediu localiza\u021bi care cauzeaz\u0103 o abatere de la modelul normal de cre\u0219tere. Mai mult, plantele nedorite, cum ar fi buruienile, pot cre\u0219te \u00een zone care degradeaz\u0103 cre\u0219terea culturilor majore.<\/p>\n<p>Pentru a monitoriza toate aceste probleme \u0219i pentru a v\u0103 asigura c\u0103 \u00eentreaga parcel\u0103 va produce rezultate optime, imaginile satelitare multispectrale produc straturi de date pe care le pute\u021bi compara \u0219i lua decizii informate.<\/p>\n<p>Pe l\u00e2ng\u0103 aceste aplica\u021bii comune ale imaginilor HS, alte aplica\u021bii includ detectarea \u0219i avertizarea timpurie a inunda\u021biilor, detectarea incendiilor de vegeta\u021bie, monitorizarea animalelor \u0219i a\u0219a mai departe.<\/p>\n<p>Pe scurt, imaginile satelitare hiperspectrale au un poten\u021bial \u0219i aplica\u021bii masive \u00een agricultur\u0103 \u0219i sunt transformate \u00eentr-o practic\u0103 avansat\u0103 pentru a face fa\u021b\u0103 provoc\u0103rilor tot mai mari ale secolului XXI.<\/p>\n<p>Exist\u0103 numeroase modalit\u0103\u021bi prin care fermierii pot beneficia de acest instrument puternic \u0219i \u00ee\u0219i pot face practicile agronomice mai u\u0219oare, eficiente, sustenabile \u0219i, cel mai important, profitabile.<\/p>\n<p>Cu toate acestea, este clar c\u0103 aplicarea sa necesit\u0103 un nivel ridicat de precizie \u0219i cuno\u0219tin\u021be, iar fermierii trebuie s\u0103 se asigure c\u0103 utilizeaz\u0103 o platform\u0103 fiabil\u0103 de furnizare de servicii agricole, cu o eficien\u021b\u0103 opera\u021bional\u0103 ridicat\u0103 \u0219i expertiz\u0103 tehnic\u0103.<\/p>\n<p>GeoPard Agricultural ofer\u0103 o gam\u0103 larg\u0103 de solu\u021bii agricole, toate utiliz\u00e2nd pe deplin domeniul de aplicare al imaginilor satelitare multispectrale, precum Landsat, Sentinel \u0219i Planet.<\/p>\n<p>Tehnologiile utilizate se m\u00e2ndresc cu o precizie foarte mare, cu o rezolu\u021bie mare de 3 m \u0219i o baz\u0103 de date de imagini de mai mul\u021bi ani pentru a stabili tendin\u021bele vegeta\u021biei \u0219i <a href=\"https:\/\/geopard.tech\/ro\/zone-de-management-harti-de-vraja\/\">zone de gestionare<\/a> pentru terenurile voastre agricole.<\/p>\n<p>Alte oportunit\u0103\u021bi ale puternicului motor GeoPard includ func\u021bionalitatea aproape \u00een timp real <a href=\"https:\/\/geopard.tech\/ro\/monitorizarea-culturilor\/\">Monitorizarea culturilor<\/a> \u0219i <a href=\"https:\/\/geopard.tech\/ro\/date-despre-randament\/\">Date ale randamentului<\/a> folosind cele mai recente imagini pe care le pute\u021bi vizualiza cu u\u0219urin\u021b\u0103 pe web \u0219i pe platformele cloud mobile.<\/p>\n<p>Folosind toate aceste informa\u021bii \u0219i straturi de date, GeoPard analizeaz\u0103 caracteristicile generale ale productivit\u0103\u021bii terenurilor agricole \u0219i prescrie rate variabile de input, cum ar fi <a href=\"https:\/\/geopard.tech\/ro\/blog\/ce-este-necesar-pentru-a-practica-fertilizarea-cu-rata-variabila\/\">\u00eengr\u0103\u015f\u0103m\u00e2nt<\/a>, <a href=\"https:\/\/geopard.tech\/ro\/blog\/beneficiile-irigarii-inteligente\/\">irigare<\/a>, sau specii de culturi pentru terenul dumneavoastr\u0103 agricol, cu scopul de a v\u0103 \u00eembun\u0103t\u0103\u021bi practicile agronomice dintr-o perspectiv\u0103 sustenabil\u0103 \u0219i financiar\u0103.<\/p>\n<hr \/>\n<h2>\u00centreb\u0103ri frecvente<\/h2>\n<hr \/>\n<p><strong>1. Cum se ob\u021bin imagini din satelit pentru o ferm\u0103?<\/strong><\/p>\n<p>Pentru a ob\u021bine imagini pentru ferma dvs., \u00eencepe\u021bi prin a c\u0103uta furnizori de renume care ofer\u0103 servicii agricole, cum ar fi <a href=\"https:\/\/geopard.tech\/ro\/\">GeoPard<\/a>. Selecta\u021bi un plan de servicii adecvat pe baza unor factori precum rezolu\u021bia imaginii \u0219i frecven\u021ba actualiz\u0103rilor. Dup\u0103 abonare, accesa\u021bi imaginile prin intermediul platformei sau instrumentelor furnizorului \u0219i desc\u0103rca\u021bi imaginile pentru zona fermei dvs. Folosi\u021bi aceste imagini pentru monitorizarea s\u0103n\u0103t\u0103\u021bii culturilor, identificarea zonelor de interes \u0219i luarea unor decizii informate pentru a optimiza practicile de gestionare a fermei.<\/p>\n<p><strong>2. De ce sunt utile imaginile din satelit pentru \u00een\u021belegerea re\u021belelor trofice?<\/strong><\/p>\n<p>Este util \u00een \u00een\u021belegerea re\u021belelor trofice din mai multe motive. \u00cen primul r\u00e2nd, ofer\u0103 o imagine la scar\u0103 larg\u0103 a suprafe\u021bei P\u0103m\u00e2ntului, permi\u021b\u00e2nd cercet\u0103torilor s\u0103 observe \u0219i s\u0103 monitorizeze suprafe\u021be mari \u0219i ecosisteme. Aceste imagini pot ajuta la identificarea caracteristicilor cheie ale habitatului, cum ar fi modelele de vegeta\u021bie sau procesele oceanografice, care influen\u021beaz\u0103 distribu\u021bia \u0219i abunden\u021ba organismelor \u00een cadrul re\u021belelor trofice. \u00cen plus, ajut\u0103 la urm\u0103rirea schimb\u0103rilor \u00een acoperirea terenurilor \u0219i a variabilelor climatice, care sunt factori importan\u021bi care afecteaz\u0103 dinamica re\u021belelor trofice.<\/p>","protected":false},"excerpt":{"rendered":"<p>Utilizarea imaginilor satelitare hiperspectrale \u00een agricultur\u0103 a transformat modul \u00een care terenurile agricole sunt gestionate pentru a satisface cerin\u021bele tot mai mari ale popula\u021biei \u00een expansiune\u2026<\/p>","protected":false},"author":210157960,"featured_media":4805,"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":[1657,1380],"tags":[1598],"class_list":["post-4802","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-whats","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- 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