AI mu mashyamba
AI ifasha abanyamashyamba gukurikirana amashyamba manini aturuka kuri satelite na drones, kumenya inkongi y'umuriro nudukoko hakiri kare, no gutegura umusaruro urambye.
Incamake
It matters because forests store carbon, supply timber, and face mounting climate threats that are impossible to track by hand.
Kwibira cyane
Amashyamba afite hafi 31% yubutaka bwisi, ariko ni kure, manini, kandi biragoye kugenzura n'amaguru. AI ihindura ibyo mu gusesengura amashusho ya satelite (uhereye kuri sisitemu nka Sentinel-2 na Landsat), amafoto ya drone yo mu kirere, hamwe n'ibicu bya LiDAR. Moderi-iyerekwa ryerekana ubwoko bwibiti, kugereranya uburebure bwa canopy, kubara ibiti, no gutema amashyamba muminsi aho kuba imyaka. Imashini yiga imashini zahuguwe kubihe, lisansi-nubushuhe, hamwe namakuru yubutaka byerekana ingaruka zumuriro no gukwirakwira. Ibyuma bya Acoustic bifatanije na AI umva iminyururu kugirango ifate ibiti bitemewe mugihe nyacyo. Ibigo n’ibigo bifashisha ibyo bikoresho mu gupima ububiko bwa karubone ku masoko ya offset, guhitamo aho nigihe cyo kunanuka cyangwa guhindurwa, no kumenya icyorezo cy’inyenzi mbere yo kwica ibirindiro byose. Ibisubizo birihuta, bihendutse, byukuri ubwenge bwamashyamba kurwego rwimiterere.
Ubushishozi
Umuyoboro usanzwe uhuza imirongo ya satelite optique hamwe na LiDAR, irasa impiswi ya laser ninshuro bagaruka kubaka moderi ya 3D ya kanopi nubutaka. Imiyoboro ya neural imiyoboro igizwe nigiti cyibiti kugiti cye no kugereranya biomass, mugihe ibihe-byerekana urugero bigereranya amashusho kumatariki kugirango ubone igihombo gitunguranye. Guhindura-gutahura algorithms ibendera rya pigiseli iva mu 'ishyamba' ikajya 'yambaye ubusa,' itera amashyamba yo kumenyesha amashyamba ndetse no mu gipfukisho cy'igicu.
Ingaruka z'Ingamba
Context and rules
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Kugenzura ubuziranenge
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Build choices
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Kazoza ka AI mumashyamba
Witegereze hafi-nyayo-mugihe gikurikiranwa n’amashyamba kwisi nkuko satelite isubiramo ibihe bigabanuka kumunsi kandi mubwato bwa AI butunganya amashusho mbere yuko bugera kubutaka. Impanga ya digitale yamashyamba izagereranya gukura, umuriro, nibisarurwa mumyaka mirongo iri imbere. Indege zitagira abadereva na robo birashobora gukora neza gutera no guhitamo neza. Mugihe amasoko ya karubone azamuka, gupima AI, gupima, gutanga raporo, no kugenzura (MRV) bizahinduka inkingi yizewe yo kwerekana ko ishyamba ribika karubone ivuga.
Gushyira mu bikorwa Isi
Global Forest Watch ikoresha imashini yiga kumibare yamakuru ya satelite kugirango itange amakuru yigihe-nyacyo cyo gutema amashyamba leta nimiryango itegamiye kuri leta.
Icyitegererezo cy’umuriro (gikoreshwa n’ibigo nka CAL FIRE) gihuza lisansi, ikirere, hamwe nubutaka bwo guhanura umuriro no gukwirakwira.
Rainforest Connection ikoresha terefone ikoreshwa nizuba hamwe na AI yerekana amajwi kugirango ifate iminyururu itemewe namakamyo ahantu harinzwe.
Isosiyete ikora ibiti ikoresha LiDAR na AI ikoreshwa na drone kubara ibiti, uburebure, nubunini bwo gusarura no kongera gahunda.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI mu biribwa n'ibinyobwa
Ibibazo bikunze kubazwa
What is AI in Forestry?
AI ifasha abanyamashyamba gukurikirana amashyamba manini aturuka kuri satelite na drones, kumenya inkongi y'umuriro nudukoko hakiri kare, no gutegura umusaruro urambye. Ntacyo bivuze kuko amashyamba abika karubone, agatanga ibiti, kandi akanahura n’imihindagurikire y’ikirere idashoboka gukurikiranwa n'intoki.
Ni iki LiDAR ipima cyane cyane kugirango ifashe ikarita y'amashyamba?
LiDAR irasa laser pulses kandi igapima igihe bifata kugirango igaruke, itanga igicu cya 3D point ya burebure n'ubutaka.
Nigute sisitemu ya AI itahura amashyamba mashya muri satelite?
Guhindura-gutahura algorithms igereranya amashusho kumatariki na pigiseli yibendera ihinduka kuva mumashyamba ikajya yambaye ubusa, byerekana ko amashyamba ashobora guterwa.
Ni ayahe makuru sisitemu ya Rainforest Connection isesengura kugirango ifate ibiti bitemewe?
Rainforest Connection ikoresha ibikoresho bikoreshwa nizuba hamwe na AI yunva imikono ya acoustic yiminyururu hamwe namakamyo atema.
Ni izihe nyongeramusaruro zerekana imiterere ya AI ikunze guhura?
Icyitegererezo cyumuriro gihuza ibimera / ibicanwa, ikirere, nubutaka kugirango ugereranye amahirwe yo gutwikwa no gukwirakwiza icyerekezo.
Hafi yubutaka bwisi butwikiriwe n amashyamba?
Amashyamba agera kuri 31% yubutaka bwisi, bigatuma kure yunvikana mugukurikirana umutungo munini.