I-AI Ezivini nasekwenzeni iwayini
I-AI isiza abalimi ukuthi baqaphe impilo yomvini, babikezele izivuno, ukuvunwa kwesikhathi, ngisho nokuqondisa ukuvutshelwa nokuhlanganiswa.
Uhlolojikelele
From drones over the rows to sensors in the tanks, data is reshaping a craft that is thousands of years old.
I-Deep Dive
Izinga lewayini linqunywa kakhulu esivinini, lapho umehluko omncane wokuvuthwa, ukucindezeleka kwamanzi, nokucindezela kwezifo kubaluleke kakhulu. I-AI iletha ukunemba kulokhu. Ama-drones namasathelayithi athwebula izithombe ze-multispectral, futhi amamodeli ahlanganisa izinkomba zezitshalo ezifana ne-NDVI ukuze enze imephu yamandla omvini ngebhulokhi, ukuhlaba umkhosi imigqa egxilile noma izimpawu zokuqala zesikhunta ne-esca. Umbono wekhompyutha ngogandaganda namarobhothi ubala amaqoqo amagilebhisi ukuze ubikezele isivuno sezinyanga ezizayo. Amamodeli wesimo sezulu kanye nomswakama womhlabathi aqondisa ukuchelela kwehle kancane kancane. Egumbini elingaphansi komhlaba, izinzwa zilandelela izinga lokushisa, ushukela, ne-pH ngesikhathi sokuvutshelwa, kuyilapho ukufunda ngomshini kusiza ukubikezela amadethi alungile okuvuna futhi kuphakamise nokuxutshwa ngokwenza imodeli ukuthi izingxenye zewayini zihlangana kanjani. Abakhiqizi abafana no-E. & J. Gallo kanye nezindawo eziningi zase-Bordeaux manje basebenzisa lawa mathuluzi.
I-Technical Insight
Isivini esiningi se-AI sisenzwa kude. Amakhamera amaningi alinganisa ukukhanya okubonakalayo nokuseduze kwe-infrared; i-normalized difference vegetation index (NDVI) yembula i-chlorophyll nempilo ye-canopy engabonakali ngeso. Lawa mamephu avumela ukuchelela okuguquguqukayo kanye nokufafaza. Ukulinganisa kwesivuno kusebenzisa amamodeli okuthola into aqeqeshelwe ukubala amaqoqo namajikijolo asuka ezithombeni, bese kubalwa izikali kusetshenziswa idatha yomlando yesisindo. Ukutholwa kwezifo kuhlukanisa izithombe zeqabunga ze-downy mildew noma amaphethini e-powdery mildew.
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 Ezivinini nasekwenzeni iwayini
Lindela amarobhothi esivini esizimele ahlola, asithene, futhi afafaze amabala ukuze asakazeke njengoba ukushoda kwezisebenzi kukhula. Ukushintsha kwesimo sezulu kucindezela i-AI ekuboniseni indlela ukushisa okuguquguqukayo nemvula okuthinta ngayo ukuvuthwa, okusiza abalimi ukuthi bajwayelane nezinhlobonhlobo namafasitela okuvuna. Egumbini elingaphansi komhlaba, ukulawulwa kokuvutshelwa okubikezelwayo kanye nokuhlanganisa okusizwa yi-AI kanye nokukhiqizwa kwamanothi okunambitha kuzokhula, nakuba abenzi bewayini begcizelela ukuthi ubuchwepheshe bukhulisa kunokuba buthathe indawo yolwanga nokwahlulela komuntu.
Ukuqaliswa Komhlaba Wangempela
Ama-drones anamakhamera amaningi abonisa imephu ye-NDVI kuwo wonke amabhlokhi esivinini ukuze aveze imivini ecindezelekile noma enesifo ngaphambi kokuba izimpawu zibonakale ngezinyawo.
Umbono wekhompyutha ubala amaqoqo amagilebhisi ukusuka kumakhamera afakwe ngogandaganda ukuze ubikezele isivuno sokuvuna kusasele izinyanga.
Izinzwa zomswakama womhlabathi kanye nezibonelo zesimo sezulu zishayela ukuchelela okuguquguqukayo, okunikeze ibhulokhi ngayinye amanzi adingekayo.
Egumbini elingaphansi komhlaba, izinzwa ziqapha ushukela, izinga lokushisa, ne-pH ngesikhathi sokuvutshelwa, zixwayisa abenzi bewayini ukuthi banamathele noma babaleke.
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 ku-Veterinary Diagnostics imaging
Imibuzo evame ukubuzwa
What is AI in Vineyards and Winemaking?
I-AI isiza abalimi ukuthi baqaphe impilo yomvini, babikezele izivuno, ukuvunwa kwesikhathi, ngisho nokuqondisa ukuvutshelwa nokuhlanganiswa. Kusukela kuma-drones phezu kwemigqa kuya kuzinzwa emathangeni, idatha ilungisa kabusha ubuciko obuneminyaka eyizinkulungwane ubudala.
Yini inkomba ye-NDVI, esetshenziswa kuma-drones esivinini, ivezani ngokuyinhloko?
I-NDVI ihlanganisa ukukhanya okubonakalayo nokuseduze kwe-infrared ukwenza imephu ye-chlorophyll nempilo ye-canopy, igqamisa imivini ecindezelekile noma enamandla.
I-AI ivame ukubikezela kanjani isivuno sesivini ezinyangeni ezizayo?
Amamodeli okuthola into abala amaqoqo namajikijolo avela ezithombeni, bese kubalwa isikali kusetshenziswa idatha yomlando yesisindo ukuze kulinganiswe isivuno.
Iluphi uhlobo lwekhamera oluvumela ama-drones abone ingcindezi yomvini engabonakali ngeso lenyama?
Amakhamera anemibala eminingi athwebula i-infrared eduze nokukhanya okubonakalayo, aveza ukucindezeleka kwezitshalo ngaphambi kokuba iso likubone.
Yini ezuzwa ukuchelela ngesilinganiso esiguquguqukayo, okuholwa yi-AI?
Umswakama womhlabathi kanye namamodeli wesimo sezulu avumela ibhulokhi ngayinye ithole ncamashi amanzi ewadingayo, ithuthukise ikhwalithi futhi yonge amanzi.
Egumbini elingaphansi komhlaba, yiziphi izinzwa zokuvutshelwa ezilandelelwa ngokuyinhloko?
Ukuqapha ushukela, izinga lokushisa, kanye ne-pH kuvumela abenzi bewayini ukuba babambe ukuvutshelwa okubambekile noma okubalekile kusenesikhathi.