{"id":5155,"date":"2024-08-08T10:20:10","date_gmt":"2024-08-08T07:20:10","guid":{"rendered":"https:\/\/weagro.ua\/blog\/teledetectia-pamantului-tipuri-si-perspective\/"},"modified":"2026-03-24T07:55:08","modified_gmt":"2026-03-24T05:55:08","slug":"teledetectia-pamantului-tipuri-si-perspective","status":"publish","type":"post","link":"https:\/\/weagro.ua\/ro\/blog\/teledetectia-pamantului-tipuri-si-perspective\/","title":{"rendered":"Teledetec\u021bia P\u0103m\u00e2ntului: tipuri \u0219i perspective"},"content":{"rendered":"<p>Teledetec\u021bia P\u0103m\u00e2ntului este unul dintre elementele cele mai importante ale agriculturii de precizie. Aceast\u0103 tehnologie de ultim\u0103 genera\u021bie presupune scanarea suprafe\u021bei planetei cu o rezolu\u021bie de la c\u00e2\u021biva metri la c\u00e2\u021biva centimetri. Este utilizat\u0103 pe scar\u0103 larg\u0103 \u00een agricultur\u0103 pentru automatizarea proceselor de produc\u021bie, cre\u0219terea randamentului culturilor \u0219i reducerea impactului negativ al mediului asupra culturilor. Ast\u0103zi vom analiza cum func\u021bioneaz\u0103 teledetec\u021bia P\u0103m\u00e2ntului (TDP), care tipuri de tehnologie au devenit cele mai r\u0103sp\u00e2ndite, cum utilizeaz\u0103 aceast\u0103 metod\u0103 agricultorii ucraineni \u0219i care sunt perspectivele de dezvoltare ale acesteia.    <\/p>\n\n<h2 class=\"wp-block-heading\">Ce este teledetec\u021bia P\u0103m\u00e2ntului<\/h2>\n\n<p>Teledetec\u021bia P\u0103m\u00e2ntului este scanarea suprafe\u021bei planetei cu ajutorul platformelor aeronautice \u0219i spa\u021biale. Acestea colecteaz\u0103 informa\u021bii despre relief, gradul de reflexie a luminii, umiditate, gama de culori, temperatur\u0103 \u0219i alte caracteristici importante. Datorit\u0103 acestui fapt, se reu\u0219e\u0219te construirea de h\u0103r\u021bi care sunt utilizate \u00een primul r\u00e2nd \u00een agricultur\u0103. Dar astfel de imagini sunt utile \u0219i \u00een alte domenii \u2014 urbanism, extrac\u021bia de minerale, silvicultur\u0103, opera\u021biuni de c\u0103utare \u0219i salvare, domeniul militar etc.    <\/p>\n\n<p>Ast\u0103zi teledetec\u021bia P\u0103m\u00e2ntului se realizeaz\u0103 \u00een mare parte cu ajutorul sateli\u021bilor artificiali \u2014 aparate spa\u021biale care func\u021bioneaz\u0103 pe diferite orbite. Chiar \u0219i \u00een cazul utiliz\u0103rii tehnologiei gratuite EGNOS, utilizatorii pot ob\u021bine h\u0103r\u021bi cu o rezolu\u021bie de p\u00e2n\u0103 la 2-3 metri. Prin aplicarea metodelor hardware de corec\u021bie \u0219i ajustare eDif \u0219i RTK, precizia construirii h\u0103r\u021bilor cre\u0219te la 15-30 \u0219i respectiv 8-10 cm. Echipamentul aeronautic este utilizat pentru actualizarea urgent\u0103 a datelor sau precizarea h\u0103r\u021bilor.    <\/p>\n\n<h2 class=\"wp-block-heading\">Tipuri de teledetec\u021bie a P\u0103m\u00e2ntului<\/h2>\n\n<p>Dispozitivele instalate pe platformele spa\u021biale se \u00eempart \u00een dou\u0103 tipuri \u2014 active \u0219i pasive. Teledetec\u021bia activ\u0103 a P\u0103m\u00e2ntului presupune utilizarea anumitor surse de radia\u021bie \u2014 cu unde radio, luminoas\u0103, infraro\u0219ie, laser etc. \u00cen cea pasiv\u0103 se utilizeaz\u0103 doar semnalele reflectate \u2014 acest lucru o face sensibil\u0103 la momentul zilei \u0219i pozi\u021bia corpurilor cere\u0219ti, dar simplific\u0103 construc\u021bia echipamentului \u0219i reduce costurile pentru ob\u021binerea informa\u021biilor. S\u0103 analiz\u0103m mai detaliat ce metodici anume se aplic\u0103 \u00een TDP.   <\/p>\n\n<h3 class=\"wp-block-heading\">Scanarea cu microunde<\/h3>\n\n<p>Undele radio cu lungimea de la 1 cm la 1 m trec liber prin atmosfera terestr\u0103, f\u0103r\u0103 s\u0103 se reflecte de nori \u0219i f\u0103r\u0103 s\u0103 se disperseze din cauza condi\u021biilor meteorologice nefavorabile. \u00cen agricultur\u0103 se utilizeaz\u0103 predominant metodicile pasive de teledetec\u021bie cu microunde a P\u0103m\u00e2ntului. Acestea permit determinarea nivelului de umiditate al solului \u0219i aerului, concentra\u021bia de ozon din atmosfer\u0103 \u0219i temperatura suprafe\u021bei.   <\/p>\n\n<p>Datele unor astfel de cercet\u0103ri sunt utilizate pe platforma de agricultur\u0103 de precizie <a href=\"https:\/\/www.frendt.ua\/onesoil-yield-yak-otsinyty-efektyvnist-dyf-vnesennya\/\">OneSoil Yield<\/a>. A fost dezvoltat\u0103 de compania elve\u021bian\u0103 OneSoil, iar \u00een Ucraina este sus\u021binut\u0103 de echipa FRENDT. Aceast\u0103 solu\u021bie software construie\u0219te h\u0103r\u021bi de sem\u0103nat diferen\u021biat \u0219i aplicare de \u00eengr\u0103\u0219\u0103minte cu analiza ulterioar\u0103 a rezultatelor ob\u021binute din h\u0103r\u021bile de randament.  <\/p>\n\n<p>Scanarea activ\u0103 cu microunde este utilizat\u0103 mai rar. Permite determinarea contururilor obiectelor, construind h\u0103r\u021bi ale reliefului fizic \u0219i amplasarea obiectelor. De obicei este aplicat\u0103 pentru precizarea datelor ob\u021binute \u0219i crearea de h\u0103r\u021bi agricole multistrat.  <\/p>\n\n<h3 class=\"wp-block-heading\">Scanarea hipersprectral\u0103<\/h3>\n\n<p>Analiza luminii vizibile reflectate de suprafa\u021ba planetei. Senzorii hipersprectrali, spre deosebire de spectrometrele obi\u0219nuite, pot determina sute sau chiar mii de game de unde luminoase. Acest lucru ajut\u0103 la diferen\u021bierea nuan\u021belor de verde \u2014 frunzele tinere \u0219i mature, plantele s\u0103n\u0103toase \u0219i bolnave etc. Tehnologii similare sunt utilizate \u0219i \u00een sistemele de automatizare a agroscoutingului companiei FRENDT. Acestea permit ob\u021binerea de date despre starea c\u00e2mpurilor \u00een aplica\u021biile mobile, pentru a alege abord\u0103rile optime \u00een agricultur\u0103.     <\/p>\n\n<p>Scanarea hipersprectral\u0103 pasiv\u0103 permite ob\u021binerea de date foarte importante de teledetec\u021bie a P\u0103m\u00e2ntului. Datorit\u0103 func\u021bion\u0103rii \u00een gamele de radia\u021bie infraro\u0219ie apropiat\u0103 \u0219i medie, senzorii pot analiza nivelul de \u00eenc\u0103lzire a suprafe\u021bei planetei \u0219i semnaliza despre incendiile apropiate. Acest lucru ajut\u0103 la luarea \u00een timp util a deciziilor importante, de exemplu, despre cre\u0219terea volumelor de irigare sau chemarea serviciilor de urgen\u021b\u0103.   <\/p>\n\n<h3 class=\"wp-block-heading\">Scanarea cu ajutorul echolotului<\/h3>\n\n<p>Senzorii cu ultrasunete au fost crea\u021bi pentru prima dat\u0103 pentru cercetarea reliefului fundului marin. \u00cen teledetec\u021bia P\u0103m\u00e2ntului sunt utiliza\u021bi pentru scanarea \u201ecoloanei&#8221; verticale a atmosferei. Evalu\u00e2nd viteza de \u00eentoarcere a semnalelor \u0219i gradul de dispersare a acestora, dispozitivele pot trage concluzii despre starea actual\u0103 a vremii \u0219i gradul de saturare a aerului cu umiditate.   <\/p>\n\n<p>Combin\u00e2nd datele de la echoloatele mai multor sateli\u021bi \u0219i studiind aceast\u0103 informa\u021bie \u00een dinamic\u0103, se pot face prognoze destul de precise ale vremii pe termen scurt. Acest lucru permite de asemenea optimizarea costurilor pentru irigare, protejarea \u00een timp util a plantelor de grindin\u0103, ploi toren\u021biale \u0219i uragane, precum \u0219i alegerea momentului ideal pentru aplicarea agrochimicalelor sau recoltarea.  <\/p>\n\n<h2 class=\"wp-block-heading\">Teledetec\u021bia P\u0103m\u00e2ntului \u00een Ucraina<\/h2>\n\n<p>Primele experimente de teledetec\u021bie a P\u0103m\u00e2ntului din spa\u021biu au \u00eenceput \u00eenc\u0103 \u00een epoca sovietic\u0103. \u00cen anii 1970, pe orbita terestr\u0103 joas\u0103 a ajuns o \u00eentreag\u0103 serie de <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%A1%D0%BF%D0%B8%D1%81%D0%BE%D0%BA_%D0%BA%D0%BE%D1%81%D0%BC%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D1%85_%D0%B0%D0%BF%D0%BF%D0%B0%D1%80%D0%B0%D1%82%D0%BE%D0%B2_%C2%AB%D0%9A%D0%BE%D1%81%D0%BC%D0%BE%D1%81%C2%BB_(1001%E2%80%931250)\">sateli\u021bi \u201eKosmos\u201d<\/a>, crea\u021bi de oameni de \u0219tiin\u021b\u0103 ucraineni de la Biroul de Proiectare \u201ePivdenne\u201d (KB).  \u00cens\u0103 aceste aparate aveau \u00een principal destina\u021bie militar\u0103, astfel \u00eenc\u00e2t domeniul de utilizare a datelor lor \u00een agricultur\u0103 se limita la c\u00e2teva experimente strict specializate. <\/p>\n\n<p>La ideea de a utiliza datele de teledetec\u021bie a P\u0103m\u00e2ntului s-a revenit la \u00eenceputul anilor 2000, c\u00e2nd \u00een accesul liber au ap\u0103rut h\u0103r\u021bi construite cu ajutorul <a href=\"https:\/\/uk.wikipedia.org\/wiki\/Landsat\">sateli\u021bilor americani Landsat<\/a>. Acesta este cel mai \u00eendelungat \u0219i mai informativ program de teledetec\u021bie, care continu\u0103 s\u0103 func\u021bioneze ast\u0103zi \u0219i prevede lansarea de noi nave spa\u021biale \u00een viitor. <\/p>\n\n<p>\u00cen 2004, Ucraina a lansat propriul <a href=\"https:\/\/uk.wikipedia.org\/wiki\/%D0%A1%D1%96%D1%87-1%D0%9C\">satelit Sich-1M<\/a>, care, printre alte sarcini, efectua teledetec\u021bia P\u0103m\u00e2ntului. Din p\u0103cate, acesta s-a defectat \u00een 2006, de\u0219i unele dintre datele sale sunt \u00eenc\u0103 utilizate \u00een domeniile \u0219tiin\u021bific \u0219i agricol. <\/p>\n\n<p>Ast\u0103zi agricultura ucrainean\u0103 prime\u0219te date de la urm\u0103toarele grup\u0103ri de sateli\u021bi spa\u021biali, echipa\u021bi cu spectrometri, radiometri, echoloate, altimetre laser \u0219i alte dispozitive de cercetare:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ru.wikipedia.org\/wiki\/RADARSAT_Constellation\">RADARSAT Constellation<\/a>;<\/li>\n\n\n\n<li><a href=\"https:\/\/ru.wikipedia.org\/wiki\/TerraSAR-X\">TerraSAR-X<\/a>;<\/li>\n\n\n\n<li><a href=\"https:\/\/uk.wikipedia.org\/wiki\/%D0%9F%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%B0_%C2%AB%D0%9A%D0%BE%D0%BF%D0%B5%D1%80%D0%BD%D0%B8%D0%BA%C2%BB#%D0%9C%D1%96%D1%81%D1%96%D1%97_Sentinel\">Sentinel<\/a> \u0219i altele. <\/li>\n<\/ul>\n\n<p>Pentru accesul la informa\u021bii se utilizeaz\u0103 diverse platforme cloud. Un exemplu elocvent este serviciul EOS Data Analytics, care ofer\u0103 o serie de solu\u021bii specializate pentru agricultori. Utilizatorii s\u0103i pot ob\u021bine h\u0103r\u021bi ale st\u0103rii culturilor \u0219i date despre starea suprafe\u021bei planetei, inclusiv despre temperatur\u0103, umiditate, mi\u0219carea fronturilor atmosferice etc. API-ul deschis permite transmiterea datelor c\u0103tre software personalizat, inclusiv aplica\u021bii desktop \u0219i mobile. Datorit\u0103 acestui fapt se poate ob\u021bine o solu\u021bie individual\u0103, creat\u0103 special pentru nevoile unei anumite \u00eentreprinderi.     <\/p>\n\n<p><em>Ob\u021binerea datelor de teledetec\u021bie a P\u0103m\u00e2ntului este unul dintre cele mai importante \u0219i mai r\u0103sp\u00e2ndite servicii de \u00eenalt\u0103 tehnologie \u00een agricultura ucrainean\u0103. Aceasta \u00ee\u0219i recupereaz\u0103 rapid investi\u021biile datorit\u0103 optimiz\u0103rii cuprinz\u0103toare a activit\u0103\u021bii \u00eentreprinderii. Totu\u0219i, agricultorii pot \u00eent\u00e2mpina probleme \u00een finan\u021barea acesteia.   Din fericire, acestea pot fi u\u0219or dep\u0103\u0219ite cu ajutorul serviciului de plat\u0103 \u00een rate pentru agricultur\u0103 <\/em><a href=\"https:\/\/weagro.ua\/ro\/\"><em>WEAGRO<\/em><\/a><em>. Printre partenerii no\u0219tri se num\u0103r\u0103 furnizori de solu\u021bii gata f\u0103cute pentru agricultura de precizie. Ace\u0219tia ofer\u0103 aplica\u021bii \u0219i servicii care utilizeaz\u0103 date de teledetec\u021bie cu actualizare \u0219i rafinare regulat\u0103.  Pute\u021bi ob\u021bine acces la acestea acum \u0219i s\u0103 pl\u0103ti\u021bi pentru utilizarea informa\u021biilor importante mai t\u00e2rziu, inclusiv dup\u0103 recoltare. <\/em><\/p>\n<div class=\"banner banner--content\">\n    <div class=\"banner__inner\">\n                    <img decoding=\"async\" data-src=\"https:\/\/weagro.ua\/wp-content\/webp-express\/webp-images\/uploads\/2024\/05\/banner-content.jpg.webp\"  class=\"banner__bg lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 780px; --smush-placeholder-aspect-ratio: 780\/222;\" \/>\n                <div class=\"banner__content\">\n            <div class=\"banner__text\">\n                <h4>Cump\u0103ra\u021bi acum, pl\u0103ti\u021bi mai t\u00e2rziu<\/h4>\n<h2>Finan\u021bare agricol\u0103 pentru produc\u0103torul agricol<\/h2>            <\/div>\n                                                \t\t\t\t\t\t\t        <\/div>\n    <\/div>\n<\/div>\n<p><em>Citi\u021bi de asemenea: <\/em><a href=\"https:\/\/weagro.ua\/blog\/shho-take-rozstrochka-riznyczya-mizh-kredytom-i-rozstrochkoyu\/\"><em>Ce este plata \u00een rate: diferen\u021ba dintre credit \u0219i plata \u00een rate<\/em><\/a><\/p>\n\n<p>\u00cen 2013, \u00een Ucraina au fost adoptate <a href=\"https:\/\/zakon.rada.gov.ua\/laws\/show\/657-2013-%D1%80#Text\">bazele conceptuale ale Legii<\/a> \u201ePrivind reglementarea de stat \u00een domeniul teledetec\u021biei P\u0103m\u00e2ntului\u201d. \u00cens\u0103 acest document nu a ajuns niciodat\u0103 spre examinare \u00een Rada Suprem\u0103. \u00cen schimb, proiectul s\u0103u a fost elaborat de Cabinetul de Mini\u0219tri \u00een 2015. Acesta a devenit baza pentru <a href=\"https:\/\/www.drs.gov.ua\/wp-content\/uploads\/2019\/10\/10262.pdf\">un nou proiect de lege<\/a>, \u00eenaintat de Agen\u021bia Spa\u021bial\u0103 de Stat a Ucrainei \u00een 2019.    Deocamdat\u0103, acest document nu a fost adoptat \u2014 se inten\u021bioneaz\u0103 revenirea la reglementarea final\u0103 a utiliz\u0103rii teledetec\u021biei \u00een agricultur\u0103 \u0219i \u00een alte domenii dup\u0103 \u00eencheierea r\u0103zboiului pe scar\u0103 larg\u0103. <\/p>\n\n<h2 class=\"wp-block-heading\">Utilizarea datelor de teledetec\u021bie a P\u0103m\u00e2ntului \u00een sectorul agricol<\/h2>\n\n<p>Cele mai r\u0103sp\u00e2ndite exemple de utilizare a datelor de teledetec\u021bie a P\u0103m\u00e2ntului:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Monitorizarea complex\u0103 a terenurilor agricole \u2014 evaluarea st\u0103rii plantelor cu interval de la c\u00e2teva ore la 1-3 zile.<\/li>\n\n\n\n<li>Urm\u0103rirea productivit\u0103\u021bii anumitor parcele \u0219i culturi \u2014 analiza caracteristicilor suprafe\u021bei planetei permite prognozarea nivelului de randament.<\/li>\n\n\n\n<li>Detectarea timpurie a celor mai mari riscuri \u2014 \u00eenr\u0103ut\u0103\u021birea condi\u021biilor meteorologice, incendii, afectarea plantelor de boli, \u00eenmul\u021birea d\u0103un\u0103torilor etc.<\/li>\n\n\n\n<li>Reducerea costurilor \u2014 h\u0103r\u021bile cu norm\u0103 variabil\u0103 de aplicare (VRA) permit optimizarea utiliz\u0103rii semin\u021belor, apei, \u00eengr\u0103\u0219\u0103mintelor \u0219i pesticidelor \u00een func\u021bie de starea actual\u0103 a plantelor \u0219i solurilor.<\/li>\n\n\n\n<li>Inventarierea culturilor \u2014 teledetec\u021bia P\u0103m\u00e2ntului poate fi utilizat\u0103 pentru dezvoltarea primar\u0103 a h\u0103r\u021bilor teritoriului \u0219i digitizarea datelor ob\u021binute.<\/li>\n\n\n\n<li>Monitorizarea lucr\u0103rilor agricole \u2014 observa\u021bia prin satelit ofer\u0103 posibilitatea de a urm\u0103ri procesele de sem\u0103nat, recoltare, irigare etc. Pute\u021bi s\u0103 le compara\u021bi cu planurile pentru a evalua productivitatea \u00eentreprinderii. <\/li>\n\n\n\n<li>Prognozarea vremii \u2014 observa\u021biile spa\u021biale sunt mult mai precise dec\u00e2t metodicile tradi\u021bionale. \u00cen ultima vreme eroarea lor s-a redus semnificativ datorit\u0103 prelucr\u0103rii datelor cu ajutorul inteligen\u021bei artificiale. <\/li>\n<\/ul>\n\n<p><em>Toate aceste informa\u021bii pot fi disponibile pentru gospod\u0103ria dumneavoastr\u0103 fermiereasc\u0103 sau \u00eentreprinderea agricol\u0103. Serviciul de plat\u0103 \u00een rate agricole <\/em><a href=\"https:\/\/weagro.ua\/ro\/\"><em>WEAGRO<\/em><\/a><em> \u2014 solu\u021bie convenabil\u0103 pentru abonarea la servicii pl\u0103tite de observa\u021bie prin satelit \u0219i teledetec\u021bie a P\u0103m\u00e2ntului. Am\u00e2narea pl\u0103\u021bii se extinde at\u00e2t asupra tehnicii, c\u00e2t \u0219i asupra serviciilor specializate. Pute\u021bi alege un furnizor dintre partenerii no\u0219tri sau g\u0103si propria solu\u021bie, propun\u00e2nd dezvoltatorului s\u0103 se al\u0103ture serviciului online WEAGRO.<\/em> <\/p>\n<div class=\"banner banner--content\">\n    <div class=\"banner__inner\">\n                    <img decoding=\"async\" data-src=\"https:\/\/weagro.ua\/wp-content\/webp-express\/webp-images\/uploads\/2024\/05\/banner-content.jpg.webp\"  class=\"banner__bg lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 780px; --smush-placeholder-aspect-ratio: 780\/222;\" \/>\n                <div class=\"banner__content\">\n            <div class=\"banner__text\">\n                <h4>Cump\u0103ra\u021bi acum, pl\u0103ti\u021bi mai t\u00e2rziu<\/h4>\n<h2>Finan\u021bare agricol\u0103 pentru produc\u0103torul agricol<\/h2>            <\/div>\n                                                \t\t\t\t\t\t\t        <\/div>\n    <\/div>\n<\/div>\n<h2 class=\"wp-block-heading\">Perspectivele utiliz\u0103rii datelor de teledetec\u021bie a P\u0103m\u00e2ntului \u00een Ucraina<\/h2>\n\n<p>Domeniul teledetec\u021biei se dezvolt\u0103 constant. Potrivit cercet\u0103torului \u0219tiin\u021bific junior al Centrului \u0218tiin\u021bific de Cercet\u0103ri Aerospa\u021biale ale P\u0103m\u00e2ntului din cadrul Institutului de \u0218tiin\u021be Geologice al Academiei Na\u021bionale de \u0218tiin\u021be a Ucrainei, <a href=\"https:\/\/www.nas.gov.ua\/UA\/Messages\/news\/Pages\/View.aspx?MessageID=3392\">Olga Tomcenko<\/a>, acum cinci ani teritoriul \u021b\u0103rii noastre era cercetat de 20 de sateli\u021bi, iar ast\u0103zi num\u0103rul lor a crescut la 300.  \u00cen consecin\u021b\u0103, s-au extins \u0219i posibilit\u0103\u021bile echipamentelor care analizeaz\u0103 radia\u021bia \u00een noi spectre \u0219i cu o rezolu\u021bie mai mare. <\/p>\n\n<p>Prin urmare, \u00een viitorul apropiat teledetec\u021bia P\u0103m\u00e2ntului poate fi aplicat\u0103 pentru rezolvarea urm\u0103toarelor sarcini \u00een domeniul agriculturii:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>c\u0103utarea <a href=\"https:\/\/www.researchgate.net\/publication\/342467767_Vikoristanna_danih_distancijnogo_zonduvanna_Zemli_u_doslidzennah_vodnih_ob'ektiv_Ukraini\">leg\u0103turii \u00eentre \u00eenflorirea bazinelor de ap\u0103<\/a> \u0219i randamentul parcelelor de coast\u0103;<\/li>\n\n\n\n<li>detectarea construc\u021biilor ilegale pe terenurile cu destina\u021bie agricol\u0103;<\/li>\n\n\n\n<li>stabilirea <a href=\"https:\/\/ukrgeojournal.org.ua\/sites\/default\/files\/UGJ_2014_3_61-65.pdf\">grani\u021belor urbanismului<\/a> \u00een regiunile tradi\u021bional agricole;<\/li>\n\n\n\n<li><a href=\"https:\/\/eprints.kname.edu.ua\/63827\/1\/2023%20182%D0%9B%20%D0%9D%D0%B5%D1%81%D1%82%D0%B5%D1%80%D0%B5%D0%BD%D0%BA%D0%BE%2C%20%D0%90%D1%84%D0%B0%D0%BD%D0%B0%D1%81%D1%8C%D1%94%D0%B2%2C%20%D0%9C%D0%B8%D1%80%D0%BE%D0%BD%D0%B5%D0%BD%D0%BA%D0%BE.pdf\">prognozarea incendiilor<\/a> \u00een p\u0103duri \u0219i turb\u0103rii.<\/li>\n<\/ul>\n\n<p>O alt\u0103 direc\u021bie de dezvoltare a tehnologiei poate fi automatizarea \u0219i robotizarea tehnicii agricole. Primind date de la serviciile de teledetec\u021bie a P\u0103m\u00e2ntului, ma\u0219inile vor alege independent func\u021biile \u0219i set\u0103rile necesare. Acest lucru va permite prelucrarea fiec\u0103rui metru sau chiar centimetru de sol \u00een mod optim. Singurele sarcini ale omului \u00een aceast\u0103 situa\u021bie vor fi controlul \u0219i alegerea configura\u021biei corecte a tehnicii.    <\/p>\n\n<p><em>Citi\u021bi de asemenea: <\/em><a href=\"https:\/\/weagro.ua\/blog\/yak-vyznachyty-kyslotnist-gruntu-i-yak-yiyi-znyzyty-chy-zbilshyty\/\"><em>Cum s\u0103 determina\u021bi aciditatea solului \u0219i cum s\u0103 o sc\u0103de\u021bi sau s\u0103 o m\u0103ri\u021bi<\/em><\/a><\/p>\n\n<h2 class=\"wp-block-heading\">Concluzii<\/h2>\n\n<p>Teledetec\u021bia P\u0103m\u00e2ntului este cheia c\u0103tre agricultura de precizie. Monitorizarea prin satelit permite alegerea tehnicilor optime de agricultur\u0103 \u0219i urm\u0103rirea st\u0103rii actuale a terenurilor. \u00cen viitor, metodele sale \u00een combina\u021bie cu inteligen\u021ba artificial\u0103 pot fi utilizate pentru automatizarea \u0219i robotizarea ma\u0219inilor.   <\/p>","protected":false},"excerpt":{"rendered":"<p>Teledetec\u021bia P\u0103m\u00e2ntului este unul dintre elementele cele mai importante ale agriculturii de precizie. Aceast\u0103 tehnologie de ultim\u0103 genera\u021bie presupune scanarea suprafe\u021bei planetei cu o rezolu\u021bie de la c\u00e2\u021biva metri la c\u00e2\u021biva centimetri. Este utilizat\u0103 pe scar\u0103 larg\u0103 \u00een agricultur\u0103 pentru automatizarea proceselor de produc\u021bie, cre\u0219terea randamentului culturilor \u0219i reducerea impactului negativ al mediului asupra culturilor. [&hellip;]<\/p>","protected":false},"author":11,"featured_media":5156,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[63],"tags":[],"class_list":["post-5155","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tehnologii"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Teledetec\u021bia P\u0103m\u00e2ntului: tipuri \u0219i perspective - WEAGRO<\/title>\n<meta name=\"description\" content=\"Utilizarea datelor de teledetec\u021bie a P\u0103m\u00e2ntului \u00een agricultur\u0103. 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