Incamake
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.
AI mu mashyamba ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo.
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.
Kumenya AI mumashyamba
AI ifasha abanyamashyamba gukurikirana amashyamba manini aturuka kuri satelite na drone, 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. AI mu mashyamba ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muguhitamo ibishushanyo. Kugirango wubake byimbitse, fata AI mumashyamba nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura neza ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubikorwa, amatsinda akomeye akoresha AI mumashyamba ahuza ubushobozi bwa tekiniki na politiki ya domaine, kugenzura, no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Global Forest Watch ikoresha imashini yiga kumibare ya satelite kugirango itange amakuru hafi yigihe-cyo gutema amashyamba leta na ONG.
Icyitegererezo cy’umuriro (gikoreshwa n’ibigo nka CAL FIRE) gihuza lisansi, ikirere, hamwe nubutaka bwo guhanura umuriro no gukwirakwira.
Rainforest Connection ikoresha terefone ikoresha izuba 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.
Uburyo bwo Gushyira mu bikorwa
AI mu mashyamba mubikorwa
Global Forest Watch ikoresha imashini yiga kumibare ya satelite kugirango itange amakuru hafi yigihe-cyo gutema amashyamba leta na ONG.
Global Forest Watch ikoresha imashini yiga kumibare yamakuru ya satelite kugirango itange amakuru hafi y’igihe cyo gutema amashyamba kuri guverinoma n’imiryango itegamiye kuri Leta Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu z’umusaruro hamwe n’ikosa ryakozwe mu gihe runaka.
AI mu mashyamba mubikorwa
Icyitegererezo cy’umuriro (gikoreshwa n’ibigo nka CAL FIRE) gihuza lisansi, ikirere, hamwe nubutaka bwo guhanura umuriro no gukwirakwira.
Ingero ziterwa n’umuriro (zikoreshwa n’ibigo nka CAL FIRE) zihuza lisansi, ikirere, hamwe nubutaka bwo guhanura gutwika no gukwirakwiza Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo bikabije, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu mashyamba mubikorwa
Rainforest Connection ikoresha terefone ikoresha izuba hamwe na AI yerekana amajwi kugirango ifate iminyururu itemewe namakamyo ahantu harinzwe.
Rainforest Connection ikoresha terefone ikoreshwa nizuba hamwe na AI yerekana amajwi kugirango ifate iminyururu itemewe n’amakamyo mu turere turinzwe Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro n’ikosa ryigihe.
AI mu mashyamba mubikorwa
Isosiyete ikora ibiti ikoresha LiDAR na AI ikoreshwa na drone kubara ibiti, uburebure, nubunini bwo gusarura no kongera gahunda.
Isosiyete ikora ibiti ikoresha LiDAR na AI ikoreshwa na drone kugirango ibare ibiti, uburebure, nubunini bwo gusarura no kongera gahunda Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.