I-AI kwezamahlathi
I-AI isiza abanikazi bamahlathi ukuthi baqaphe udedangendlale wehlathi kusukela kumasathelayithi nama-drones, bathole imililo yequbula nezinambuzane kusenesikhathi, futhi bahlele isivuno esiqhubekayo.
Uhlolojikelele
It matters because forests store carbon, supply timber, and face mounting climate threats that are impossible to track by hand.
I-Deep Dive
Amahlathi ahlanganisa cishe u-31% womhlaba womhlaba, kodwa akude, makhulu, futhi kunzima ukuwahlola ngezinyawo. I-AI ishintsha lokho ngokuhlaziya izithombe zesathelayithi (kusukela kumasistimu afana ne-Sentinel-2 ne-Landsat), izithombe ze-air drone, namafu ephoyinti le-LiDAR. Amamodeli abona ngekhompyutha ahlukanisa izinhlobo zezihlahla, alinganise ukuphakama kwe-canopy, ukubala iziqu, nokugawulwa kwefulegi phakathi kwezinsuku kuneminyaka. Amamodeli okufunda ngomshini aqeqeshelwe isimo sezulu, umswakama kaphethiloli, kanye nedatha yendawo abikezela ingozi yomlilo wequbula nokusabalala. Izinzwa ze-Acoustic ezimataniswe ne-AI zilalela ama-chainsaw ukuze abambe ukugawulwa kwemithi okungekho emthethweni ngesikhathi sangempela. Izinkampani nama-ejensi zisebenzisa lawa mathuluzi ukukala isitokwe sekhabhoni ezimakethe ze-offset, zandise ukuthi zizoncipha nini futhi nini noma zitshalwe kabusha, futhi zithole ukuqubuka kwebhungane lamagxolo ngaphambi kokuthi zibulale izitendi. Umphumela uba ubuhlakani behlathi obusheshayo, obushibhile, obunembe ngokwesilinganiso sendawo.
I-Technical Insight
Ipayipi elivamile lihlanganisa amabhendi esathelayithi optical ne-LiDAR, eshisa ama-laser pulses futhi aphindaphinde ukubuya kwawo ukuze akhe imodeli ye-3D ye-canopy kanye nomhlabathi. I-Convolutional neural networks ihlukanisa imiqhele yesihlahla ngasinye futhi ilinganisela i-biomass, kuyilapho amamodeli ochungechunge lwesikhathi eqhathanisa izithombe kuzo zonke izinsuku ukuze abone ukulahleka kwe-canopy kungazelelwe. Amaphikseli amafulegi we-algorithms wokubona ushintsho asuka 'ehlathini' aye 'engenalutho,' acuphe izexwayiso zokugawulwa kwamahlathi ngisho nangekhava yamafu ingxenye.
I-Strategic Impact
Context and rules
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Ukulawulwa kwekhwalithi
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Yakha ukukhetha
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ikusasa le-AI kwezamahlathi
Lindela ukuqapha kwamahlathi emhlabeni jikelele okuseduze kwesikhathi sangempela njengoba izikhathi zokuvakashela kabusha ngesathelayithi zincipha ukuze i-AI yansuku zonke futhi ingene ebhodini icubungule izithombe ngaphambi kokuba ifinyelele phansi. Amawele edijithali amahlathi azolingisa ukukhula, umlilo, kanye nezimo zokuvuna amashumi eminyaka ngaphambili. Ama-drones azimele namarobhothi angase aphathe ukutshala okunembayo kanye nokunciphisa okukhethiwe. Njengoba izimakethe zekhabhoni zikhula, ukulinganisa okuqinisekisiwe kwe-AI, ukubika, kanye nokuqinisekiswa (MRV) kuzoba umgogodla othembekile wokufakazela ukuthi ihlathi liyayigcina ngempela ikhabhoni eliyifunayo.
Ukuqaliswa Komhlaba Wangempela
I-Global Forest Watch isebenzisa ukufunda komshini kudatha yesathelayithi ukuze ikhiphe izexwayiso zokugawulwa kwamahlathi eziseduze nesikhathi sangempela kohulumeni nama-NGO.
Amamodeli engcuphe yomlilo wequbula (asetshenziswa ama-ejensi afana ne-CAL FIRE) ahlanganisa uphethiloli, isimo sezulu, nedatha yendawo ukuze ibikezele ukuvutha nokusabalala.
I-Rainforest Connection isebenzisa amafoni anamandla elanga anokutholwa komsindo we-AI ukuze abambe i-chainsaw engekho emthethweni nemisindo yamaloli ezindaweni ezivikelekile.
Izinkampani zamapulangwe zisebenzisa i-LiDAR efakwe i-drone kanye ne-AI ekuhlanganiseni izibalo zezihlahla, ubude, namavolumu ngezinhlelo zokuvuna nokutshala kabusha.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Qhubeka Uhlole
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Umhlahlandlela olandelayo
I-AI Ekudleni Nesiphuzo
Imibuzo evame ukubuzwa
What is AI in Forestry?
I-AI isiza abanikazi bamahlathi ukuthi baqaphe udedangendlale wehlathi kusukela kumasathelayithi nama-drones, bathole imililo yequbula nezinambuzane kusenesikhathi, futhi bahlele isivuno esiqhubekayo. Kubalulekile ngoba amahlathi agcina ikhabhoni, ahlinzeka ngezingodo, kanye nezinsongo zesimo sezulu ezikhuphukayo okungenakwenzeka ukuzilandelela ngesandla.
I-LiDAR ilinganisa ini ngokuyinhloko ukusiza imephu yamahlathi?
I-LiDAR ishisa ama-laser pulses futhi ikala ukuthi kuthatha isikhathi esingakanani ukubuya, ikhiqiza ifu lephoyinti le-3D lobude be-canopy kanye nendawo ephansi.
Amasistimu e-AI ngokuvamile akuthola kanjani ukugawulwa kwamahlathi okusha kumasathelayithi?
Ama-algorithms okuthola ushintsho aqhathanisa izithombe kuzo zonke izinsuku namaphikseli efulegi asuka ehlathini aye endaweni eyize, okubonisa ukugawulwa kwamahlathi okungenzeka.
Iyiphi idatha uhlelo lwe-Rainforest Connection oluyihlaziyayo ukuze lubambe ukugawulwa kwemithi okungekho emthethweni?
I-Rainforest Connection isebenzisa amadivayisi asebenzisa amandla elanga ane-AI elalela amasiginesha e-acoustic yama-chainsaw namaloli okugawula imithi.
Imaphi amamodeli e-AI ayingozi yomlilo wequbula avame ukuwahlanganisa?
Amamodeli omlilo wasendle ahlanganisa uhlaza/izimo zikaphethiloli, isimo sezulu, nendawo ukuze alinganisele amathuba okuba akhona kanye nendawo yokusabalalisa.
Cishe ungakanani umhlaba woMhlaba ombozwe amahlathi?
Amahlathi ahlanganisa cishe u-31% wendawo yomhlaba wonke, okwenza ukuzwa kude kubalulekile ekuqapheni insiza enkulu kangaka.