{"id":9,"date":"2026-06-10T15:53:32","date_gmt":"2026-06-10T15:53:32","guid":{"rendered":"https:\/\/methodstory.growthrowstory.com\/?p=9"},"modified":"2026-06-10T15:53:32","modified_gmt":"2026-06-10T15:53:32","slug":"giai-ma-nong-nghiep-chinh-xac-cach-farmgenius-tich-hop-du-lieu-ve-tinh-cam-bien-va-giong-cay-trong","status":"publish","type":"post","link":"https:\/\/methodstory.growthrowstory.com\/?p=9","title":{"rendered":"Gi\u1ea3i M\u00e3 N\u00f4ng Nghi\u1ec7p Ch\u00ednh X\u00e1c: C\u00e1ch FarmGenius T\u00edch H\u1ee3p D\u1eef Li\u1ec7u V\u1ec7 Tinh, C\u1ea3m Bi\u1ebfn V\u00e0 Gi\u1ed1ng C\u00e2y Tr\u1ed3ng"},"content":{"rendered":"<p>Ch\u00e0o m\u1eebng c\u00e1c b\u1ea1n \u0111am m\u00ea c\u00f4ng ngh\u1ec7 v\u00e0 n\u00f4ng nghi\u1ec7p \u0111\u00e3 quay tr\u1edf l\u1ea1i v\u1edbi g\u00f3c chia s\u1ebb c\u1ee7a ch\u00fang ta. H\u00f4m nay, ch\u00fang ta s\u1ebd c\u00f9ng nhau b\u00f3c t\u00e1ch m\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u1ef1c k\u1ef3 th\u00fa v\u1ecb v\u00e0 mang t\u00ednh \u0111\u1ed9t ph\u00e1 trong l\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c. N\u1ebfu b\u1ea1n \u0111\u00e3 t\u1eebng \u0111\u1ee9ng gi\u1eefa m\u1ed9t c\u00e1nh \u0111\u1ed3ng r\u1ed9ng l\u1edbn, nh\u00ecn l\u00ean b\u1ea7u tr\u1eddi v\u00e0 t\u1ef1 h\u1ecfi l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 th\u1ea5u hi\u1ec3u t\u1eebng t\u1ea5c \u0111\u1ea5t, t\u1eebng ng\u1ecdn c\u00e2y m\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i t\u1ef1 tay ki\u1ec3m tra t\u1eebng centimet vu\u00f4ng, th\u00ec b\u00e0i vi\u1ebft n\u00e0y ch\u00ednh l\u00e0 d\u00e0nh cho b\u1ea1n. Ch\u00fang ta \u0111ang s\u1ed1ng trong m\u1ed9t k\u1ef7 nguy\u00ean m\u00e0 d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 n\u1eb1m trong c\u00e1c trung t\u00e2m m\u00e1y ch\u1ee7 l\u1ea1nh l\u1ebdo, m\u00e0 n\u00f3 \u0111ang th\u1ef1c s\u1ef1 ch\u1ea3y tr\u00e0n tr\u00ean c\u00e1c c\u00e1nh \u0111\u1ed3ng, nu\u00f4i d\u01b0\u1ee1ng nh\u1eefng v\u1ee5 m\u00f9a b\u1ed9i thu. V\u00e0 nh\u00e2n v\u1eadt ch\u00ednh trong c\u00e2u chuy\u1ec7n c\u00f4ng ngh\u1ec7 n\u00f4ng nghi\u1ec7p h\u00f4m nay c\u1ee7a ch\u00fang ta ch\u00ednh l\u00e0 FarmGenius, m\u1ed9t n\u1ec1n t\u1ea3ng ph\u1ea7n m\u1ec1m d\u1ea1ng d\u1ecbch v\u1ee5 hay c\u00f2n g\u1ecdi l\u00e0 SaaS, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi Zorvex.<\/p>\n<p>N\u00f4ng nghi\u1ec7p ngo\u00e0i tr\u1eddi t\u1eeb bao \u0111\u1eddi nay lu\u00f4n l\u00e0 m\u1ed9t b\u00e0i to\u00e1n kh\u00f3. Kh\u00e1c v\u1edbi n\u00f4ng nghi\u1ec7p trong nh\u00e0 k\u00ednh n\u01a1i m\u1ecdi y\u1ebfu t\u1ed1 nh\u01b0 nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, \u00e1nh s\u00e1ng \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t m\u1ed9t c\u00e1ch ch\u1eb7t ch\u1ebd, n\u00f4ng nghi\u1ec7p ngo\u00e0i tr\u1eddi ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 ph\u1eabn n\u1ed9 v\u00e0 c\u1ea3 s\u1ef1 \u01b0u \u00e1i th\u1ea5t th\u01b0\u1eddng c\u1ee7a m\u1eb9 thi\u00ean nhi\u00ean. Bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu \u0111ang l\u00e0m cho nh\u1eefng kinh nghi\u1ec7m truy\u1ec1n th\u1ed1ng \u0111\u00f4i khi tr\u1edf n\u00ean k\u00e9m hi\u1ec7u qu\u1ea3. Nh\u1eefng c\u01a1n m\u01b0a tr\u00e1i m\u00f9a, nh\u1eefng \u0111\u1ee3t h\u1ea1n h\u00e1n k\u00e9o d\u00e0i, hay s\u1ef1 b\u00f9ng ph\u00e1t \u0111\u1ed9t ng\u1ed9t c\u1ee7a s\u00e2u b\u1ec7nh \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi n\u00f4ng d\u00e2n v\u00e0 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd n\u00f4ng tr\u1ea1i ph\u1ea3i c\u00f3 nh\u1eefng quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng, ch\u00ednh x\u00e1c v\u00e0 d\u1ef1a tr\u00ean c\u01a1 s\u1edf khoa h\u1ecdc v\u1eefng ch\u1eafc. \u0110\u00f3 ch\u00ednh l\u00e0 l\u00fac c\u00f4ng ngh\u1ec7 l\u00ean ti\u1ebfng. FarmGenius kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t \u0111\u01a1n thu\u1ea7n. N\u00f3 l\u00e0 m\u1ed9t b\u1ed9 n\u00e3o ph\u00e2n t\u00edch t\u1ed5ng h\u1ee3p, m\u1ed9t ng\u01b0\u1eddi tr\u1ee3 l\u00fd \u0111\u1eafc l\u1ef1c c\u00f3 kh\u1ea3 n\u0103ng nh\u00ecn th\u1ea5u nh\u1eefng \u0111i\u1ec1u m\u00e0 m\u1eaft th\u01b0\u1eddng kh\u00f4ng th\u1ec3 th\u1ea5y.<\/p>\n<p>Trong b\u00e0i vi\u1ebft ph\u00e2n t\u00edch chuy\u00ean s\u00e2u nh\u01b0ng v\u1eabn gi\u1eef tinh th\u1ea7n c\u1edfi m\u1edf v\u00e0 d\u1ec5 hi\u1ec3u n\u00e0y, ch\u00fang ta s\u1ebd c\u00f9ng nhau kh\u00e1m ph\u00e1 c\u00e1ch FarmGenius t\u00edch h\u1ee3p ba ngu\u1ed3n d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 quan tr\u1ecdng nh\u1ea5t: d\u1eef li\u1ec7u v\u1ec7 tinh t\u1eeb kh\u00f4ng gian, d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn t\u1eeb m\u1eb7t \u0111\u1ea5t, v\u00e0 d\u1eef li\u1ec7u v\u1ec1 gi\u1ed1ng c\u00e2y tr\u1ed3ng t\u1eeb c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m sinh h\u1ecdc. S\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a ba y\u1ebfu t\u1ed1 n\u00e0y t\u1ea1o ra m\u1ed9t b\u1ee9c tranh to\u00e0n c\u1ea3nh, \u0111a chi\u1ec1u v\u00e0 c\u1ef1c k\u1ef3 chi ti\u1ebft v\u1ec1 t\u00ecnh tr\u1ea1ng c\u1ee7a n\u00f4ng tr\u1ea1i. Ch\u00fang ta s\u1ebd \u0111i s\u00e2u v\u00e0o t\u1eebng l\u1edbp d\u1eef li\u1ec7u, hi\u1ec3u c\u00e1ch ch\u00fang ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp v\u00e0 c\u00e1ch ch\u00fang h\u00f2a quy\u1ec7n v\u00e0o nhau trong h\u1ec7 sinh th\u00e1i c\u1ee7a FarmGenius \u0111\u1ec3 mang l\u1ea1i nh\u1eefng gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n kh\u00f4ng th\u1ec3 \u0111ong \u0111\u1ebfm cho ng\u01b0\u1eddi l\u00e0m n\u00f4ng nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i. H\u00e3y c\u00f9ng pha m\u1ed9t t\u00e1ch c\u00e0 ph\u00ea, ng\u1ed3i l\u1ea1i th\u1eadt tho\u1ea3i m\u00e1i v\u00e0 b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh kh\u00e1m ph\u00e1 c\u00f4ng ngh\u1ec7 n\u00f4ng nghi\u1ec7p \u0111\u1ea7y h\u1ea5p d\u1eabn n\u00e0y nh\u00e9.<\/p>\n<p>\u0110\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 s\u1ee9c m\u1ea1nh c\u1ee7a FarmGenius, tr\u01b0\u1edbc ti\u00ean ch\u00fang ta c\u1ea7n ph\u1ea3i ph\u00e1 v\u1ee1 nh\u1eefng \u0111\u1ecbnh ki\u1ebfn c\u0169 v\u1ec1 vi\u1ec7c l\u00e0m n\u00f4ng. N\u00f4ng nghi\u1ec7p ng\u00e0y nay kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e0y cu\u1ed1c v\u00e0 gieo h\u1ea1t. N\u00f3 l\u00e0 m\u1ed9t ng\u00e0nh khoa h\u1ecdc d\u1eef li\u1ec7u th\u1ef1c th\u1ee5. M\u1ed7i m\u1ed9t c\u00e1i c\u00e2y, m\u1ed7i m\u1ed9t m\u00e9t vu\u00f4ng \u0111\u1ea5t \u0111\u1ec1u \u0111ang li\u00ean t\u1ee5c ph\u00e1t ra nh\u1eefng t\u00edn hi\u1ec7u. V\u1ea5n \u0111\u1ec1 l\u00e0 ch\u00fang ta c\u00f3 c\u00f4ng c\u1ee5 \u0111\u1ec3 l\u1eafng nghe v\u00e0 gi\u1ea3i m\u00e3 nh\u1eefng t\u00edn hi\u1ec7u \u0111\u00f3 hay kh\u00f4ng. FarmGenius \u0111\u01b0\u1ee3c sinh ra ch\u00ednh l\u00e0 \u0111\u1ec3 l\u00e0m c\u00f4ng vi\u1ec7c gi\u1ea3i m\u00e3 n\u00e0y. B\u1eb1ng c\u00e1ch thu th\u1eadp h\u00e0ng tri\u1ec7u \u0111i\u1ec3m d\u1eef li\u1ec7u m\u1ed7i ng\u00e0y, n\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap bi\u1ebfn nh\u1eefng con s\u1ed1 kh\u00f4 khan th\u00e0nh nh\u1eefng h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3: h\u00f4m nay t\u01b0\u1edbi bao nhi\u00eau n\u01b0\u1edbc, ng\u00e0y mai b\u00f3n lo\u1ea1i ph\u00e2n g\u00ec, khu v\u1ef1c n\u00e0o \u0111ang c\u00f3 nguy c\u01a1 nhi\u1ec5m b\u1ec7nh c\u1ea7n ph\u1ea3i c\u1eed ng\u01b0\u1eddi \u0111\u1ebfn ki\u1ec3m tra ngay l\u1eadp t\u1ee9c.<\/p>\n<p>S\u1ef1 chuy\u1ec3n d\u1ecbch t\u1eeb n\u00f4ng nghi\u1ec7p d\u1ef1a tr\u00ean kinh nghi\u1ec7m sang n\u00f4ng nghi\u1ec7p d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn t\u1ea5t y\u1ebfu. V\u00e0 FarmGenius \u0111ang \u0111\u00f3ng vai tr\u00f2 l\u00e0 m\u1ed9t trong nh\u1eefng ng\u01b0\u1eddi ti\u00ean phong d\u1eabn d\u1eaft s\u1ef1 chuy\u1ec3n d\u1ecbch n\u00e0y. V\u1edbi thi\u1ebft k\u1ebf th\u00e2n thi\u1ec7n, giao di\u1ec7n tr\u1ef1c quan nh\u01b0ng \u1ea9n ch\u1ee9a b\u00ean trong l\u00e0 nh\u1eefng thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u1ee9c t\u1ea1p, FarmGenius gi\u00fap thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00f4ng ngh\u1ec7 cao v\u00e0 th\u1ef1c ti\u1ec5n \u0111\u1ed3ng ru\u1ed9ng. D\u00f9 b\u1ea1n l\u00e0 m\u1ed9t k\u1ef9 s\u01b0 n\u00f4ng nghi\u1ec7p d\u00e0y d\u1ea1n kinh nghi\u1ec7m hay m\u1ed9t nh\u00e0 qu\u1ea3n l\u00fd trang tr\u1ea1i m\u1edbi b\u1eaft \u0111\u1ea7u ti\u1ebfp c\u1eadn v\u1edbi c\u00f4ng ngh\u1ec7, n\u1ec1n t\u1ea3ng n\u00e0y \u0111\u1ec1u cung c\u1ea5p nh\u1eefng th\u00f4ng tin chi ti\u1ebft v\u00e0 d\u1ec5 hi\u1ec3u nh\u1ea5t \u0111\u1ec3 b\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u00fang \u0111\u1eafn. B\u00e2y gi\u1edd, h\u00e3y c\u00f9ng \u0111i s\u00e2u v\u00e0o l\u1edbp d\u1eef li\u1ec7u \u0111\u1ea7u ti\u00ean v\u00e0 c\u0169ng l\u00e0 l\u1edbp d\u1eef li\u1ec7u mang t\u00ednh v\u0129 m\u00f4 nh\u1ea5t: D\u1eef li\u1ec7u v\u1ec7 tinh.<\/p>\n<h2>\u0110\u00f4i M\u1eaft T\u1eeb Kh\u00f4ng Gian: S\u1ee9c M\u1ea1nh C\u1ee7a D\u1eef Li\u1ec7u V\u1ec7 Tinh Trong FarmGenius<\/h2>\n<p>Khi nh\u1eafc \u0111\u1ebfn v\u1ec7 tinh, nhi\u1ec1u ng\u01b0\u1eddi th\u01b0\u1eddng ngh\u0129 \u0111\u1ebfn vi\u1ec5n th\u00f4ng, \u0111\u1ecbnh v\u1ecb to\u00e0n c\u1ea7u hay c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh th\u00e1m hi\u1ec3m v\u0169 tr\u1ee5. Nh\u01b0ng trong n\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c, v\u1ec7 tinh \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t con m\u1eaft th\u1ea7n kh\u1ed5ng l\u1ed3, li\u00ean t\u1ee5c qu\u00e9t qua c\u00e1c c\u00e1nh \u0111\u1ed3ng v\u00e0 ghi l\u1ea1i nh\u1eefng th\u00f4ng tin v\u00f4 gi\u00e1. FarmGenius t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 cung c\u1ea5p m\u1ed9t c\u00e1i nh\u00ecn to\u00e0n c\u1ea3nh v\u1ec1 s\u1ee9c kh\u1ecfe c\u1ee7a c\u00e2y tr\u1ed3ng tr\u00ean di\u1ec7n r\u1ed9ng. \u0110i\u1ec3m \u0111\u1eb7c bi\u1ec7t c\u1ee7a d\u1eef li\u1ec7u v\u1ec7 tinh l\u00e0 kh\u1ea3 n\u0103ng bao qu\u00e1t nh\u1eefng di\u1ec7n t\u00edch kh\u1ed5ng l\u1ed3 m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 \u0111i b\u1ed9 ki\u1ec3m tra h\u1ebft trong m\u1ed9t ng\u00e0y, th\u1eadm ch\u00ed l\u00e0 m\u1ed9t tu\u1ea7n.<\/p>\n<p>FarmGenius kh\u00f4ng ch\u1ec9 nh\u00ecn v\u00e0o h\u00ecnh \u1ea3nh v\u1ec7 tinh th\u00f4ng th\u01b0\u1eddng nh\u01b0 c\u00e1ch ch\u00fang ta xem b\u1ea3n \u0111\u1ed3 tr\u00ean \u0111i\u1ec7n tho\u1ea1i. N\u1ec1n t\u1ea3ng n\u00e0y ph\u00e2n t\u00edch c\u00e1c d\u1ea3i quang ph\u1ed5 kh\u00e1c nhau m\u00e0 m\u1eaft ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 nh\u00ecn th\u1ea5y \u0111\u01b0\u1ee3c, ch\u1eb3ng h\u1ea1n nh\u01b0 tia h\u1ed3ng ngo\u1ea1i g\u1ea7n. Th\u1ef1c v\u1eadt kh\u1ecfe m\u1ea1nh ph\u1ea3n x\u1ea1 \u00e1nh s\u00e1ng h\u1ed3ng ngo\u1ea1i g\u1ea7n r\u1ea5t m\u1ea1nh, trong khi th\u1ef1c v\u1eadt b\u1ecb b\u1ec7nh ho\u1eb7c thi\u1ebfu n\u01b0\u1edbc l\u1ea1i h\u1ea5p th\u1ee5 n\u00f3. D\u1ef1a tr\u00ean nguy\u00ean l\u00fd v\u1eadt l\u00fd c\u01a1 b\u1ea3n n\u00e0y, FarmGenius t\u00ednh to\u00e1n ra h\u00e0ng lo\u1ea1t c\u00e1c ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt c\u1ef1c k\u1ef3 quan tr\u1ecdng.<\/p>\n<p>Ch\u1ec9 s\u1ed1 \u0111\u1ea7u ti\u00ean v\u00e0 ph\u1ed5 bi\u1ebfn nh\u1ea5t l\u00e0 NDVI. \u0110\u00e2y l\u00e0 th\u01b0\u1edbc \u0111o c\u01a1 b\u1ea3n nh\u1ea5t v\u1ec1 m\u1eadt \u0111\u1ed9 v\u00e0 s\u1ee9c kh\u1ecfe c\u1ee7a th\u1ea3m th\u1ef1c v\u1eadt. Khi nh\u00ecn v\u00e0o b\u1ea3n \u0111\u1ed3 NDVI tr\u00ean FarmGenius, b\u1ea1n s\u1ebd th\u1ea5y c\u00e1c khu v\u1ef1c m\u00e0u xanh \u0111\u1eadm bi\u1ec3u th\u1ecb c\u00e2y tr\u1ed3ng \u0111ang ph\u00e1t tri\u1ec3n r\u1ea5t t\u1ed1t, trong khi c\u00e1c khu v\u1ef1c m\u00e0u v\u00e0ng ho\u1eb7c \u0111\u1ecf c\u1ea3nh b\u00e1o r\u1eb1ng c\u00e2y \u0111ang g\u1eb7p v\u1ea5n \u0111\u1ec1, c\u00f3 th\u1ec3 l\u00e0 do thi\u1ebfu dinh d\u01b0\u1ee1ng, s\u00e2u b\u1ec7nh ho\u1eb7c stress n\u01b0\u1edbc. Tuy nhi\u00ean, FarmGenius kh\u00f4ng d\u1eebng l\u1ea1i \u1edf NDVI. N\u1ec1n t\u1ea3ng n\u00e0y c\u00f2n t\u00edch h\u1ee3p NDRE, m\u1ed9t ch\u1ec9 s\u1ed1 nh\u1ea1y c\u1ea3m h\u01a1n v\u1edbi h\u00e0m l\u01b0\u1ee3ng di\u1ec7p l\u1ee5c \u1edf giai \u0111o\u1ea1n c\u00e2y \u0111\u00e3 tr\u01b0\u1edfng th\u00e0nh v\u00e0 t\u00e1n l\u00e1 d\u00e0y \u0111\u1eb7c, n\u01a1i m\u00e0 NDVI th\u01b0\u1eddng b\u1ecb b\u00e3o h\u00f2a v\u00e0 kh\u00f4ng c\u00f2n \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n<p>B\u00ean c\u1ea1nh \u0111\u00f3, ch\u00fang ta c\u00f2n c\u00f3 GNDVI, m\u1ed9t bi\u1ebfn th\u1ec3 s\u1eed d\u1ee5ng d\u1ea3i \u00e1nh s\u00e1ng xanh l\u00e1 c\u00e2y thay v\u00ec \u00e1nh s\u00e1ng \u0111\u1ecf, gi\u00fap \u0111\u00e1nh gi\u00e1 ch\u00ednh x\u00e1c h\u01a1n n\u1ed3ng \u0111\u1ed9 nit\u01a1 trong l\u00e1. \u0110i\u1ec1u n\u00e0y c\u1ef1c k\u1ef3 h\u1eefu \u00edch cho vi\u1ec7c quy\u1ebft \u0111\u1ecbnh th\u1eddi \u0111i\u1ec3m v\u00e0 li\u1ec1u l\u01b0\u1ee3ng b\u00f3n ph\u00e2n \u0111\u1ea1m. EVI v\u00e0 SAVI l\u00e0 nh\u1eefng ch\u1ec9 s\u1ed1 \u0111\u01b0\u1ee3c tinh ch\u1ec9nh \u0111\u1ec3 gi\u1ea3m thi\u1ec3u \u1ea3nh h\u01b0\u1edfng c\u1ee7a t\u00edn hi\u1ec7u n\u1ec1n \u0111\u1ea5t v\u00e0 b\u1ea7u kh\u00ed quy\u1ec3n, mang l\u1ea1i k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c h\u01a1n \u1edf nh\u1eefng khu v\u1ef1c c\u00f3 m\u1eadt \u0111\u1ed9 c\u00e2y tr\u1ed3ng th\u01b0a th\u1edbt ho\u1eb7c trong \u0111i\u1ec1u ki\u1ec7n th\u1eddi ti\u1ebft kh\u00f4ng l\u00fd t\u01b0\u1edfng.<\/p>\n<p>Kh\u00f4ng ch\u1ec9 quan t\u00e2m \u0111\u1ebfn m\u00e0u xanh c\u1ee7a l\u00e1, FarmGenius c\u00f2n theo d\u00f5i l\u01b0\u1ee3ng n\u01b0\u1edbc b\u00ean trong c\u00e2y th\u00f4ng qua c\u00e1c ch\u1ec9 s\u1ed1 nh\u01b0 NDMI v\u00e0 NDWI. Nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t n\u01b0\u1edbc t\u1eeb r\u1ea5t s\u1edbm, ngay c\u1ea3 tr\u01b0\u1edbc khi l\u00e1 c\u00e2y b\u1eaft \u0111\u1ea7u h\u00e9o \u00faa. Nh\u1edd \u0111\u00f3, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c c\u1ea3nh b\u00e1o t\u01b0\u1edbi ti\u00eau k\u1ecbp th\u1eddi, gi\u00fap c\u1ee9u v\u00e3n n\u0103ng su\u1ea5t v\u00e0 t\u1ed1i \u01b0u h\u00f3a l\u01b0\u1ee3ng n\u01b0\u1edbc s\u1eed d\u1ee5ng. Vi\u1ec7c ph\u00e2n t\u00edch \u0111a d\u1ea1ng c\u00e1c ch\u1ec9 s\u1ed1 n\u00e0y gi\u00fap FarmGenius t\u1ea1o ra m\u1ed9t b\u1ee9c tranh \u0111a chi\u1ec1u, kh\u00f4ng b\u1ecf s\u00f3t b\u1ea5t k\u1ef3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng n\u00e0o tr\u00ean c\u00e1nh \u0111\u1ed3ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/IunNLLqqYajPyuOk.png\" alt=\"B\u1ea3n \u0111\u1ed3 ph\u00e2n t\u00edch ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt t\u1eeb v\u1ec7 tinh hi\u1ec3n th\u1ecb tr\u00ean giao di\u1ec7n FarmGenius\" \/><\/p>\n<p>S\u1ef1 k\u1ef3 di\u1ec7u c\u1ee7a d\u1eef li\u1ec7u v\u1ec7 tinh trong FarmGenius c\u00f2n n\u1eb1m \u1edf t\u00ednh li\u00ean t\u1ee5c theo th\u1eddi gian. B\u1eb1ng c\u00e1ch so s\u00e1nh h\u00ecnh \u1ea3nh c\u1ee7a c\u00f9ng m\u1ed9t th\u1eeda ru\u1ed9ng qua c\u00e1c tu\u1ea7n, c\u00e1c th\u00e1ng, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 theo d\u00f5i t\u1ed1c \u0111\u1ed9 sinh tr\u01b0\u1edfng c\u1ee7a c\u00e2y, \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c bi\u1ec7n ph\u00e1p can thi\u1ec7p n\u00f4ng h\u1ecdc \u0111\u00e3 th\u1ef1c hi\u1ec7n, v\u00e0 th\u1eadm ch\u00ed d\u1ef1 b\u00e1o \u0111\u01b0\u1ee3c th\u1eddi \u0111i\u1ec3m thu ho\u1ea1ch t\u1ed1i \u01b0u. D\u1eef li\u1ec7u l\u1ecbch s\u1eed n\u00e0y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u1ee7a FarmGenius h\u1ecdc h\u1ecfi v\u00e0 ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u00f4ng minh h\u01a1n trong vi\u1ec7c \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb.<\/p>\n<p>Tuy nhi\u00ean, d\u1eef li\u1ec7u v\u1ec7 tinh c\u0169ng c\u00f3 nh\u1eefng h\u1ea1n ch\u1ebf nh\u1ea5t \u0111\u1ecbnh. M\u00e2y m\u00f9, m\u01b0a b\u00e3o c\u00f3 th\u1ec3 l\u00e0m gi\u00e1n \u0111o\u1ea1n vi\u1ec7c thu th\u1eadp h\u00ecnh \u1ea3nh quang h\u1ecdc. \u0110\u1ed9 ph\u00e2n gi\u1ea3i kh\u00f4ng gian c\u1ee7a v\u1ec7 tinh, m\u1eb7c d\u00f9 \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n r\u1ea5t nhi\u1ec1u, \u0111\u00f4i khi v\u1eabn ch\u01b0a \u0111\u1ee7 \u0111\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng v\u1ea5n \u0111\u1ec1 \u1edf quy m\u00f4 t\u1eebng g\u1ed1c c\u00e2y. V\u00e0 quan tr\u1ecdng nh\u1ea5t, v\u1ec7 tinh ch\u1ec9 nh\u00ecn th\u1ea5y b\u1ec1 m\u1eb7t c\u1ee7a t\u00e1n l\u00e1, n\u00f3 kh\u00f4ng th\u1ec3 bi\u1ebft ch\u00ednh x\u00e1c \u0111i\u1ec1u g\u00ec \u0111ang x\u1ea3y ra b\u00ean d\u01b0\u1edbi m\u1eb7t \u0111\u1ea5t, n\u01a1i r\u1ec5 c\u00e2y \u0111ang \u00e2m th\u1ea7m ho\u1ea1t \u0111\u1ed9ng. \u0110\u00f3 ch\u00ednh l\u00e0 l\u00fd do t\u1ea1i sao FarmGenius c\u1ea7n \u0111\u1ebfn l\u1edbp d\u1eef li\u1ec7u th\u1ee9 hai: D\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn IoT tr\u00ean m\u1eb7t \u0111\u1ea5t.<\/p>\n<h2>L\u1eafng Nghe Nh\u1ecbp \u0110\u1eadp C\u1ee7a \u0110\u1ea5t: M\u1ea1ng L\u01b0\u1edbi C\u1ea3m Bi\u1ebfn IoT Trong H\u1ec7 Sinh Th\u00e1i FarmGenius<\/h2>\n<p>N\u1ebfu d\u1eef li\u1ec7u v\u1ec7 tinh l\u00e0 \u0111\u00f4i m\u1eaft nh\u00ecn t\u1eeb tr\u00ean cao, th\u00ec m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn IoT ch\u00ednh l\u00e0 nh\u1eefng \u0111\u1ea7u ng\u00f3n tay ch\u1ea1m tr\u1ef1c ti\u1ebfp v\u00e0o \u0111\u1ea5t, c\u1ea3m nh\u1eadn t\u1eebng s\u1ef1 thay \u0111\u1ed5i nh\u1ecf nh\u1ea5t c\u1ee7a m\u00f4i tr\u01b0\u1eddng vi kh\u00ed h\u1eadu xung quanh c\u00e2y tr\u1ed3ng. FarmGenius hi\u1ec3u r\u1eb1ng \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c nh\u1eefng quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c tuy\u1ec7t \u0111\u1ed1i, ch\u00fang ta kh\u00f4ng th\u1ec3 ch\u1ec9 d\u1ef1a v\u00e0o nh\u1eefng \u01b0\u1edbc t\u00ednh t\u1eeb xa. Ch\u00fang ta c\u1ea7n nh\u1eefng con s\u1ed1 th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng ngay t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng, theo th\u1eddi gian th\u1ef1c.<\/p>\n<p>H\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn m\u00e0 FarmGenius t\u00edch h\u1ee3p v\u00f4 c\u00f9ng \u0111a d\u1ea1ng v\u00e0 phong ph\u00fa. \u0110\u1ea7u ti\u00ean ph\u1ea3i k\u1ec3 \u0111\u1ebfn c\u00e1c tr\u1ea1m th\u1eddi ti\u1ebft mini \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t r\u1ea3i r\u00e1c tr\u00ean c\u00e1nh \u0111\u1ed3ng. Ch\u00fang li\u00ean t\u1ee5c ghi nh\u1eadn c\u00e1c th\u00f4ng s\u1ed1 v\u1ec1 nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m kh\u00f4ng kh\u00ed, t\u1ed1c \u0111\u1ed9 v\u00e0 h\u01b0\u1edbng gi\u00f3, l\u01b0\u1ee3ng m\u01b0a, v\u00e0 b\u1ee9c x\u1ea1 m\u1eb7t tr\u1eddi. Nh\u1eefng d\u1eef li\u1ec7u n\u00e0y c\u1ef1c k\u1ef3 quan tr\u1ecdng \u0111\u1ec3 t\u00ednh to\u00e1n l\u01b0\u1ee3ng b\u1ed1c tho\u00e1t h\u01a1i n\u01b0\u1edbc, m\u1ed9t th\u00f4ng s\u1ed1 c\u1ed1t l\u00f5i \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh nhu c\u1ea7u n\u01b0\u1edbc th\u1ef1c t\u1ebf c\u1ee7a c\u00e2y tr\u1ed3ng trong t\u1eebng giai \u0111o\u1ea1n sinh tr\u01b0\u1edfng.<\/p>\n<p>S\u00e2u h\u01a1n d\u01b0\u1edbi m\u1eb7t \u0111\u1ea5t, c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u1ed9 \u1ea9m v\u00e0 nhi\u1ec7t \u0111\u1ed9 \u0111\u1ea5t \u0111\u01b0\u1ee3c c\u1eafm \u1edf nhi\u1ec1u \u0111\u1ed9 s\u00e2u kh\u00e1c nhau, t\u01b0\u01a1ng \u1ee9ng v\u1edbi v\u00f9ng r\u1ec5 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e2y. Ch\u00fang cho bi\u1ebft ch\u00ednh x\u00e1c l\u01b0\u1ee3ng n\u01b0\u1edbc hi\u1ec7n c\u00f3 trong \u0111\u1ea5t l\u00e0 bao nhi\u00eau, n\u01b0\u1edbc \u0111ang th\u1ea5m xu\u1ed1ng c\u00e1c t\u1ea7ng s\u00e2u nh\u01b0 th\u1ebf n\u00e0o, v\u00e0 li\u1ec7u r\u1ec5 c\u00e2y c\u00f3 \u0111ang b\u1ecb ng\u1eadp \u00fang hay kh\u00f4 h\u1ea1n hay kh\u00f4ng. M\u1ed9t s\u1ed1 c\u1ea3m bi\u1ebfn ti\u00ean ti\u1ebfn h\u01a1n c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng \u0111\u1ed9 d\u1eabn \u0111i\u1ec7n c\u1ee7a \u0111\u1ea5t, t\u1eeb \u0111\u00f3 \u01b0\u1edbc t\u00ednh \u0111\u01b0\u1ee3c n\u1ed3ng \u0111\u1ed9 mu\u1ed1i v\u00e0 l\u01b0\u1ee3ng ph\u00e2n b\u00f3n h\u00f2a tan \u0111ang t\u1ed3n t\u1ea1i xung quanh v\u00f9ng r\u1ec5.<\/p>\n<p>Vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u1ea3m bi\u1ebfn kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 m\u1edbi. Tuy nhi\u00ean, \u0111i\u1ec3m l\u00e0m n\u00ean s\u1ef1 kh\u00e1c bi\u1ec7t c\u1ee7a FarmGenius ch\u00ednh l\u00e0 c\u00e1ch n\u1ec1n t\u1ea3ng n\u00e0y x\u1eed l\u00fd v\u00e0 \u0111\u1ed3ng b\u1ed9 h\u00f3a kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y. C\u00e1c c\u1ea3m bi\u1ebfn li\u00ean t\u1ee5c g\u1eedi d\u1eef li\u1ec7u v\u1ec1 m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y th\u00f4ng qua c\u00e1c k\u1ebft n\u1ed1i kh\u00f4ng d\u00e2y nh\u01b0 LoRaWAN ho\u1eb7c m\u1ea1ng di \u0111\u1ed9ng. T\u1ea1i \u0111\u00e2y, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u00e0m s\u1ea1ch, l\u1ecdc nhi\u1ec5u v\u00e0 \u0111\u01b0a v\u00e0o c\u00e1c m\u00f4 h\u00ecnh ph\u00e2n t\u00edch.<\/p>\n<p>H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t k\u1ecbch b\u1ea3n th\u1ef1c t\u1ebf: V\u1ec7 tinh ph\u00e1t hi\u1ec7n m\u1ed9t khu v\u1ef1c tr\u00ean c\u00e1nh \u0111\u1ed3ng c\u00f3 ch\u1ec9 s\u1ed1 NDVI gi\u1ea3m s\u00fat, cho th\u1ea5y c\u00e2y \u0111ang b\u1ecb stress. N\u1ebfu ch\u1ec9 c\u00f3 d\u1eef li\u1ec7u v\u1ec7 tinh, ch\u00fang ta s\u1ebd kh\u00f4ng bi\u1ebft nguy\u00ean nh\u00e2n l\u00e0 do thi\u1ebfu n\u01b0\u1edbc, thi\u1ebfu ph\u00e2n, hay do s\u00e2u b\u1ec7nh. Nh\u01b0ng khi k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn, FarmGenius c\u00f3 th\u1ec3 ngay l\u1eadp t\u1ee9c ki\u1ec3m tra \u0111\u1ed9 \u1ea9m \u0111\u1ea5t t\u1ea1i khu v\u1ef1c \u0111\u00f3. N\u1ebfu \u0111\u1ed9 \u1ea9m \u0111\u1ea5t v\u1eabn \u1edf m\u1ee9c t\u1ed1i \u01b0u, h\u1ec7 th\u1ed1ng s\u1ebd lo\u1ea1i tr\u1eeb nguy\u00ean nh\u00e2n thi\u1ebfu n\u01b0\u1edbc v\u00e0 ti\u1ebfp t\u1ee5c ph\u00e2n t\u00edch c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c nh\u01b0 l\u1ecbch s\u1eed b\u00f3n ph\u00e2n ho\u1eb7c d\u1eef li\u1ec7u th\u1eddi ti\u1ebft \u0111\u1ec3 t\u00ecm ra nguy\u00ean nh\u00e2n th\u1ef1c s\u1ef1. S\u1ef1 k\u1ebft h\u1ee3p ch\u00e9o n\u00e0y gi\u00fap lo\u1ea1i b\u1ecf nh\u1eefng ph\u1ecfng \u0111o\u00e1n m\u01a1 h\u1ed3, mang l\u1ea1i nh\u1eefng ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c nh\u01b0 m\u1ed9t b\u00e1c s\u0129 b\u1eaft m\u1ea1ch cho b\u1ec7nh nh\u00e2n.<\/p>\n<p>H\u01a1n th\u1ebf n\u1eefa, d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn c\u00f2n gi\u00fap hi\u1ec7u ch\u1ec9nh v\u00e0 t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c cho c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o d\u1ef1a tr\u00ean v\u1ec7 tinh. V\u00ed d\u1ee5, d\u1eef li\u1ec7u l\u01b0\u1ee3ng m\u01b0a th\u1ef1c t\u1ebf \u0111o \u0111\u01b0\u1ee3c t\u1ea1i tr\u1ea1m th\u1eddi ti\u1ebft s\u1ebd \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 ki\u1ec3m ch\u1ee9ng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c b\u1ea3n \u0111\u1ed3 d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft v\u0129 m\u00f4, gi\u00fap c\u00e1c d\u1ef1 b\u00e1o vi kh\u00ed h\u1eadu cho t\u1eebng th\u1eeda ru\u1ed9ng tr\u1edf n\u00ean s\u00e1t v\u1edbi th\u1ef1c t\u1ebf h\u01a1n bao gi\u1edd h\u1ebft. S\u1ef1 giao thoa gi\u1eefa d\u1eef li\u1ec7u kh\u00f4ng gian v\u00e0 d\u1eef li\u1ec7u m\u1eb7t \u0111\u1ea5t t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u00f4ng tin v\u1eefng ch\u1eafc, kh\u00f4ng c\u00f3 \u0111i\u1ec3m m\u00f9.<\/p>\n<p>Tuy nhi\u00ean, m\u00f4i tr\u01b0\u1eddng v\u00e0 th\u1eddi ti\u1ebft ch\u1ec9 l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 b\u00ean ngo\u00e0i t\u00e1c \u0111\u1ed9ng l\u00ean c\u00e2y tr\u1ed3ng. \u0110\u1ec3 th\u1ef1c s\u1ef1 hi\u1ec3u \u0111\u01b0\u1ee3c ti\u1ec1m n\u0103ng v\u00e0 ph\u1ea3n \u1ee9ng c\u1ee7a c\u00e2y, ch\u00fang ta c\u1ea7n ph\u1ea3i nh\u00ecn v\u00e0o b\u1ea3n ch\u1ea5t b\u00ean trong c\u1ee7a ch\u00fang: m\u00e3 di truy\u1ec1n. V\u00e0 \u0111\u00f3 l\u00e0 l\u00fac l\u1edbp d\u1eef li\u1ec7u th\u1ee9 ba, d\u1eef li\u1ec7u v\u1ec1 gi\u1ed1ng c\u00e2y tr\u1ed3ng, b\u01b0\u1edbc v\u00e0o s\u00e2n kh\u1ea5u c\u1ee7a FarmGenius.<\/p>\n<h2>Gi\u1ea3i M\u00e3 DNA N\u00f4ng Nghi\u1ec7p: T\u00edch H\u1ee3p D\u1eef Li\u1ec7u Gi\u1ed1ng C\u00e2y Tr\u1ed3ng V\u00e0o FarmGenius<\/h2>\n<p>M\u1ed7i m\u1ed9t gi\u1ed1ng c\u00e2y tr\u1ed3ng \u0111\u1ec1u mang trong m\u00ecnh m\u1ed9t b\u1ed9 m\u00e3 di truy\u1ec1n ri\u00eang bi\u1ec7t, quy \u0111\u1ecbnh c\u00e1c \u0111\u1eb7c t\u00ednh sinh tr\u01b0\u1edfng, kh\u1ea3 n\u0103ng ch\u1ed1ng ch\u1ecbu s\u00e2u b\u1ec7nh, nhu c\u1ea7u dinh d\u01b0\u1ee1ng v\u00e0 ti\u1ec1m n\u0103ng n\u0103ng su\u1ea5t. M\u1ed9t gi\u1ed1ng ng\u00f4 ch\u1ecbu h\u1ea1n s\u1ebd c\u00f3 ph\u1ea3n \u1ee9ng ho\u00e0n to\u00e0n kh\u00e1c v\u1edbi m\u1ed9t gi\u1ed1ng ng\u00f4 th\u00f4ng th\u01b0\u1eddng khi \u0111\u1ed1i m\u1eb7t v\u1edbi t\u00ecnh tr\u1ea1ng thi\u1ebfu n\u01b0\u1edbc. T\u01b0\u01a1ng t\u1ef1, m\u1ed9t gi\u1ed1ng l\u00faa ng\u1eafn ng\u00e0y s\u1ebd c\u00f3 l\u1ecbch tr\u00ecnh b\u00f3n ph\u00e2n v\u00e0 t\u01b0\u1edbi ti\u00eau kh\u00e1c bi\u1ec7t so v\u1edbi gi\u1ed1ng l\u00faa d\u00e0i ng\u00e0y. N\u1ebfu b\u1ecf qua y\u1ebfu t\u1ed1 gi\u1ed1ng, m\u1ecdi ph\u00e2n t\u00edch v\u1ec1 m\u00f4i tr\u01b0\u1eddng v\u00e0 h\u00ecnh \u1ea3nh v\u1ec7 tinh \u0111\u1ec1u tr\u1edf n\u00ean thi\u1ebfu s\u00f3t.<\/p>\n<p>FarmGenius nh\u1eadn th\u1ee9c r\u1ea5t r\u00f5 t\u1ea7m quan tr\u1ecdng c\u1ee7a d\u1eef li\u1ec7u gi\u1ed1ng. N\u1ec1n t\u1ea3ng n\u00e0y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng v\u1edbi m\u1ed9t c\u01a1 s\u1edf d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u1ec1 c\u00e1c \u0111\u1eb7c t\u00ednh n\u00f4ng h\u1ecdc c\u1ee7a h\u00e0ng ng\u00e0n gi\u1ed1ng c\u00e2y tr\u1ed3ng kh\u00e1c nhau. Khi ng\u01b0\u1eddi n\u00f4ng d\u00e2n b\u1eaft \u0111\u1ea7u m\u1ed9t v\u1ee5 m\u00f9a m\u1edbi v\u00e0 nh\u1eadp th\u00f4ng tin v\u1ec1 lo\u1ea1i gi\u1ed1ng h\u1ecd \u0111ang s\u1eed d\u1ee5ng v\u00e0o h\u1ec7 th\u1ed1ng, FarmGenius s\u1ebd t\u1ef1 \u0111\u1ed9ng k\u00edch ho\u1ea1t c\u00e1c m\u00f4 h\u00ecnh sinh tr\u01b0\u1edfng t\u01b0\u01a1ng \u1ee9ng v\u1edbi gi\u1ed1ng c\u00e2y \u0111\u00f3.<\/p>\n<p>S\u1ef1 t\u00edch h\u1ee3p n\u00e0y mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch v\u00f4 c\u00f9ng to l\u1edbn ngay t\u1eeb giai \u0111o\u1ea1n l\u1eadp k\u1ebf ho\u1ea1ch. D\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u1ec1 kh\u00ed h\u1eadu, ch\u1ea5t \u0111\u1ea5t c\u1ee7a khu v\u1ef1c v\u00e0 \u0111\u1eb7c t\u00ednh c\u1ee7a c\u00e1c lo\u1ea1i gi\u1ed1ng, FarmGenius c\u00f3 th\u1ec3 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t nh\u00e0 t\u01b0 v\u1ea5n chi\u1ebfn l\u01b0\u1ee3c, \u0111\u1ec1 xu\u1ea5t nh\u1eefng gi\u1ed1ng c\u00e2y tr\u1ed3ng ph\u00f9 h\u1ee3p nh\u1ea5t \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro. N\u00f3 c\u00f3 th\u1ec3 c\u1ea3nh b\u00e1o n\u1ebfu b\u1ea1n \u0111\u1ecbnh tr\u1ed3ng m\u1ed9t gi\u1ed1ng kh\u00f4ng ch\u1ecbu \u0111\u01b0\u1ee3c s\u01b0\u01a1ng gi\u00e1 \u1edf m\u1ed9t khu v\u1ef1c c\u00f3 nguy c\u01a1 r\u00e9t \u0111\u1eadm v\u00e0o cu\u1ed1i v\u1ee5.<\/p>\n<p>Trong su\u1ed1t qu\u00e1 tr\u00ecnh sinh tr\u01b0\u1edfng, d\u1eef li\u1ec7u gi\u1ed1ng \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t h\u1ec7 quy chi\u1ebfu \u0111\u1ec3 FarmGenius \u0111\u00e1nh gi\u00e1 t\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e2y. V\u00ed d\u1ee5, h\u1ec7 th\u1ed1ng bi\u1ebft r\u1eb1ng gi\u1ed1ng l\u00faa A th\u01b0\u1eddng \u0111\u1ea1t \u0111\u1ec9nh sinh kh\u1ed1i v\u00e0o ng\u00e0y th\u1ee9 45 sau khi gieo. Khi ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh v\u1ec7 tinh v\u00e0o ng\u00e0y th\u1ee9 45, n\u1ebfu ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt th\u1ea5p h\u01a1n m\u1ee9c k\u1ef3 v\u1ecdng \u0111\u1ed1i v\u1edbi gi\u1ed1ng l\u00faa A, FarmGenius s\u1ebd ngay l\u1eadp t\u1ee9c ph\u00e1t ra c\u1ea3nh b\u00e1o. N\u1ebfu kh\u00f4ng c\u00f3 d\u1eef li\u1ec7u gi\u1ed1ng, h\u1ec7 th\u1ed1ng s\u1ebd kh\u00f4ng bi\u1ebft m\u1ee9c k\u1ef3 v\u1ecdng chu\u1ea9n l\u00e0 bao nhi\u00eau \u0111\u1ec3 so s\u00e1nh.<\/p>\n<p>H\u01a1n n\u1eefa, d\u1eef li\u1ec7u gi\u1ed1ng c\u00f2n gi\u00fap c\u00e1 nh\u00e2n h\u00f3a c\u00e1c khuy\u1ebfn ngh\u1ecb n\u00f4ng h\u1ecdc. L\u1ecbch t\u01b0\u1edbi n\u01b0\u1edbc, c\u00f4ng th\u1ee9c b\u00f3n ph\u00e2n, v\u00e0 th\u1eddi \u0111i\u1ec3m phun thu\u1ed1c ph\u00f2ng tr\u1eeb s\u00e2u b\u1ec7nh \u0111\u1ec1u \u0111\u01b0\u1ee3c tinh ch\u1ec9nh d\u1ef1a tr\u00ean \u0111\u1eb7c t\u00ednh sinh l\u00fd c\u1ee7a t\u1eebng gi\u1ed1ng c\u1ee5 th\u1ec3. \u0110i\u1ec1u n\u00e0y gi\u00fap tr\u00e1nh t\u00ecnh tr\u1ea1ng b\u00f3n ph\u00e2n th\u1eeba th\u00e3i g\u00e2y l\u00e3ng ph\u00ed v\u00e0 \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng, ho\u1eb7c t\u01b0\u1edbi n\u01b0\u1edbc kh\u00f4ng \u0111\u00fang th\u1eddi \u0111i\u1ec3m nh\u1ea1y c\u1ea3m c\u1ee7a c\u00e2y.<\/p>\n<p>S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa d\u1eef li\u1ec7u gi\u1ed1ng, d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn v\u00e0 d\u1eef li\u1ec7u v\u1ec7 tinh t\u1ea1o ra m\u1ed9t v\u00f2ng l\u1eb7p ph\u1ea3n h\u1ed3i li\u00ean t\u1ee5c. FarmGenius theo d\u00f5i c\u00e1ch m\u1ed9t gi\u1ed1ng c\u00e2y c\u1ee5 th\u1ec3 ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf tr\u00ean c\u00e1nh \u0111\u1ed3ng c\u1ee7a b\u1ea1n, t\u1eeb \u0111\u00f3 li\u00ean t\u1ee5c c\u1eadp nh\u1eadt v\u00e0 ho\u00e0n thi\u1ec7n c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o. Qua nhi\u1ec1u v\u1ee5 m\u00f9a, h\u1ec7 th\u1ed1ng s\u1ebd ng\u00e0y c\u00e0ng hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 s\u1ef1 t\u01b0\u01a1ng t\u00e1c ph\u1ee9c t\u1ea1p gi\u1eefa ki\u1ec3u gen, m\u00f4i tr\u01b0\u1eddng v\u00e0 c\u00e1c bi\u1ec7n ph\u00e1p canh t\u00e1c, mang l\u1ea1i nh\u1eefng l\u1eddi khuy\u00ean ng\u00e0y c\u00e0ng s\u1eafc b\u00e9n v\u00e0 mang t\u00ednh c\u00e1 nh\u00e2n h\u00f3a cao.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/wgfanYQRwgSWKgbu.png\" alt=\"Bi\u1ec3u \u0111\u1ed3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u sinh tr\u01b0\u1edfng c\u1ee7a c\u00e1c gi\u1ed1ng c\u00e2y tr\u1ed3ng kh\u00e1c nhau tr\u00ean FarmGenius\" \/><\/p>\n<p>B\u00e2y gi\u1edd, ch\u00fang ta \u0111\u00e3 hi\u1ec3u r\u00f5 v\u1ec1 ba tr\u1ee5 c\u1ed9t d\u1eef li\u1ec7u c\u1ee7a FarmGenius. Nh\u01b0ng l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 n\u1ec1n t\u1ea3ng n\u00e0y k\u1ebft h\u1ee3p ch\u00fang l\u1ea1i v\u1edbi nhau m\u1ed9t c\u00e1ch m\u01b0\u1ee3t m\u00e0 v\u00e0 logic? H\u00e3y c\u00f9ng xem x\u00e9t s\u01a1 \u0111\u1ed3 c\u1ea5u tr\u00fac c\u00e1c l\u1edbp d\u1eef li\u1ec7u d\u01b0\u1edbi \u0111\u00e2y \u0111\u1ec3 c\u00f3 c\u00e1i nh\u00ecn tr\u1ef1c quan h\u01a1n v\u1ec1 ki\u1ebfn tr\u00fac th\u00f4ng tin c\u1ee7a h\u1ec7 th\u1ed1ng.<\/p>\n<h2>S\u01a1 \u0110\u1ed3 C\u1ea5u Tr\u00fac C\u00e1c L\u1edbp D\u1eef Li\u1ec7u Trong FarmGenius<\/h2>\n<p>\u0110\u1ec3 d\u1ec5 h\u00ecnh dung, ch\u00fang ta c\u00f3 th\u1ec3 coi FarmGenius nh\u01b0 m\u1ed9t chi\u1ebfc b\u00e1nh sandwich nhi\u1ec1u l\u1edbp, trong \u0111\u00f3 m\u1ed7i l\u1edbp d\u1eef li\u1ec7u cung c\u1ea5p m\u1ed9t kh\u00eda c\u1ea1nh th\u00f4ng tin kh\u00e1c nhau, v\u00e0 khi k\u1ebft h\u1ee3p l\u1ea1i, ch\u00fang t\u1ea1o n\u00ean m\u1ed9t h\u01b0\u01a1ng v\u1ecb ho\u00e0n ch\u1ec9nh c\u1ee7a s\u1ef1 th\u1ea5u hi\u1ec3u n\u00f4ng h\u1ecdc. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 s\u01a1 \u0111\u1ed3 c\u00e1c l\u1edbp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ed5 ch\u1ee9c t\u1eeb v\u0129 m\u00f4 \u0111\u1ebfn vi m\u00f4:<\/p>\n<ul>\n<li><strong>L\u1edbp 1: D\u1eef Li\u1ec7u Kh\u00f4ng Gian (V\u1ec7 Tinh &amp; Drone)<\/strong>\n<ul>\n<li>H\u00ecnh \u1ea3nh quang h\u1ecdc \u0111a ph\u1ed5 v\u00e0 si\u00eau ph\u1ed5.<\/li>\n<li>C\u00e1c ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt (NDVI, NDRE, EVI, v.v.) ph\u1ea3n \u00e1nh s\u1ee9c kh\u1ecfe t\u00e1n l\u00e1.<\/li>\n<li>B\u1ea3n \u0111\u1ed3 nhi\u1ec7t \u0111\u1ed9 b\u1ec1 m\u1eb7t v\u00e0 \u0111\u1ed9 \u1ea9m t\u00e1n l\u00e1.<\/li>\n<li>M\u00f4 h\u00ecnh \u0111\u1ed9 cao k\u1ef9 thu\u1eadt s\u1ed1 (DEM) \u0111\u1ec3 ph\u00e2n t\u00edch \u0111\u1ecba h\u00ecnh v\u00e0 d\u00f2ng ch\u1ea3y b\u1ec1 m\u1eb7t.<\/li>\n<\/ul><\/li>\n<li><strong>L\u1edbp 2: D\u1eef Li\u1ec7u Kh\u00ed T\u01b0\u1ee3ng &amp; Vi Kh\u00ed H\u1eadu<\/strong>\n<ul>\n<li>D\u1ef1 b\u00e1o th\u1eddi ti\u1ebft v\u0129 m\u00f4 t\u1eeb c\u00e1c tr\u1ea1m kh\u00ed t\u01b0\u1ee3ng qu\u1ed1c gia.<\/li>\n<li>D\u1eef li\u1ec7u vi kh\u00ed h\u1eadu theo th\u1eddi gian th\u1ef1c t\u1eeb c\u00e1c tr\u1ea1m th\u1eddi ti\u1ebft IoT t\u1ea1i n\u00f4ng tr\u1ea1i (nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, gi\u00f3, b\u1ee9c x\u1ea1).<\/li>\n<li>L\u01b0\u1ee3ng m\u01b0a t\u00edch l\u0169y v\u00e0 d\u1ef1 b\u00e1o x\u00e1c su\u1ea5t m\u01b0a.<\/li>\n<\/ul><\/li>\n<li><strong>L\u1edbp 3: D\u1eef Li\u1ec7u Th\u1ed5 Nh\u01b0\u1ee1ng &amp; M\u00f4i Tr\u01b0\u1eddng \u0110\u1ea5t<\/strong>\n<ul>\n<li>B\u1ea3n \u0111\u1ed3 t\u00ednh ch\u1ea5t v\u1eadt l\u00fd v\u00e0 h\u00f3a h\u1ecdc c\u1ee7a \u0111\u1ea5t (\u0111\u1ed9 pH, th\u00e0nh ph\u1ea7n c\u01a1 gi\u1edbi, h\u00e0m l\u01b0\u1ee3ng h\u1eefu c\u01a1).<\/li>\n<li>D\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn \u0111\u1ed9 \u1ea9m v\u00e0 nhi\u1ec7t \u0111\u1ed9 \u0111\u1ea5t \u1edf nhi\u1ec1u t\u1ea7ng s\u00e2u kh\u00e1c nhau.<\/li>\n<li>\u0110\u1ed9 d\u1eabn \u0111i\u1ec7n (EC) v\u00e0 \u01b0\u1edbc t\u00ednh n\u1ed3ng \u0111\u1ed9 dinh d\u01b0\u1ee1ng trong dung d\u1ecbch \u0111\u1ea5t.<\/li>\n<\/ul><\/li>\n<li><strong>L\u1edbp 4: D\u1eef Li\u1ec7u Sinh H\u1ecdc &amp; Di Truy\u1ec1n (Gi\u1ed1ng C\u00e2y Tr\u1ed3ng)<\/strong>\n<ul>\n<li>H\u1ed3 s\u01a1 \u0111\u1eb7c t\u00ednh n\u00f4ng h\u1ecdc c\u1ee7a t\u1eebng gi\u1ed1ng (th\u1eddi gian sinh tr\u01b0\u1edfng, kh\u1ea3 n\u0103ng kh\u00e1ng b\u1ec7nh, nhu c\u1ea7u dinh d\u01b0\u1ee1ng).<\/li>\n<li>\u0110\u01b0\u1eddng cong sinh tr\u01b0\u1edfng chu\u1ea9n c\u1ee7a gi\u1ed1ng trong c\u00e1c \u0111i\u1ec1u ki\u1ec7n l\u00fd t\u01b0\u1edfng.<\/li>\n<li>Ph\u1ea3n \u1ee9ng sinh l\u00fd c\u1ee7a gi\u1ed1ng \u0111\u1ed1i v\u1edbi c\u00e1c y\u1ebfu t\u1ed1 stress (h\u1ea1n, m\u1eb7n, nhi\u1ec7t \u0111\u1ed9 c\u1ef1c \u0111oan).<\/li>\n<\/ul><\/li>\n<li><strong>L\u1edbp 5: D\u1eef Li\u1ec7u V\u1eadn H\u00e0nh &amp; Canh T\u00e1c (Nh\u1eadt K\u00fd N\u00f4ng Tr\u1ea1i)<\/strong>\n<ul>\n<li>L\u1ecbch s\u1eed gieo h\u1ea1t, m\u1eadt \u0111\u1ed9 gieo tr\u1ed3ng.<\/li>\n<li>Nh\u1eadt k\u00fd t\u01b0\u1edbi ti\u00eau, b\u00f3n ph\u00e2n, phun thu\u1ed1c (th\u1eddi gian, li\u1ec1u l\u01b0\u1ee3ng, lo\u1ea1i v\u1eadt t\u01b0).<\/li>\n<li>D\u1eef li\u1ec7u thu ho\u1ea1ch c\u00e1c v\u1ee5 tr\u01b0\u1edbc (n\u0103ng su\u1ea5t, ch\u1ea5t l\u01b0\u1ee3ng).<\/li>\n<\/ul><\/li>\n<li><strong>L\u1edbp 6: L\u1edbp Ph\u00e2n T\u00edch &amp; Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o (B\u1ed9 N\u00e3o FarmGenius)<\/strong>\n<ul>\n<li>Thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb 5 l\u1edbp tr\u00ean.<\/li>\n<li>M\u00f4 h\u00ecnh d\u1ef1 b\u00e1o sinh tr\u01b0\u1edfng v\u00e0 c\u1ea3nh b\u00e1o r\u1ee7i ro.<\/li>\n<li>H\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh (DSS) \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb h\u00e0nh \u0111\u1ed9ng c\u1ee5 th\u1ec3.<\/li>\n<\/ul><\/li>\n<\/ul>\n<p>C\u1ea5u tr\u00fac ph\u00e2n l\u1edbp n\u00e0y cho ph\u00e9p FarmGenius x\u1eed l\u00fd th\u00f4ng tin m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng. Khi m\u1ed9t s\u1ef1 ki\u1ec7n x\u1ea3y ra, v\u00ed d\u1ee5 nh\u01b0 m\u1ed9t \u0111\u1ee3t n\u1eafng n\u00f3ng k\u00e9o d\u00e0i, h\u1ec7 th\u1ed1ng s\u1ebd \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 xuy\u00ean su\u1ed1t c\u00e1c l\u1edbp: t\u1eeb s\u1ef1 thay \u0111\u1ed5i vi kh\u00ed h\u1eadu (L\u1edbp 2), d\u1eabn \u0111\u1ebfn s\u1ef1 suy gi\u1ea3m \u0111\u1ed9 \u1ea9m \u0111\u1ea5t (L\u1edbp 3), t\u00e1c \u0111\u1ed9ng l\u00ean \u0111\u1eb7c t\u00ednh ch\u1ecbu h\u1ea1n c\u1ee7a gi\u1ed1ng (L\u1edbp 4), bi\u1ec3u hi\u1ec7n ra s\u1ef1 thay \u0111\u1ed5i ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt tr\u00ean \u1ea3nh v\u1ec7 tinh (L\u1edbp 1), v\u00e0 cu\u1ed1i c\u00f9ng \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb \u0111i\u1ec1u ch\u1ec9nh l\u1ecbch t\u01b0\u1edbi ti\u00eau (L\u1edbp 5) th\u00f4ng qua b\u1ed9 n\u00e3o AI (L\u1edbp 6).<\/p>\n<h2>\u1ee8ng D\u1ee5ng Th\u1ef1c Ti\u1ec5n: FarmGenius Thay \u0110\u1ed5i C\u00e1ch Ch\u00fang Ta L\u00e0m N\u00f4ng Nh\u01b0 Th\u1ebf N\u00e0o?<\/h2>\n<p>L\u00fd thuy\u1ebft v\u00e0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u nghe c\u00f3 v\u1ebb r\u1ea5t \u1ea5n t\u01b0\u1ee3ng, nh\u01b0ng gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1 c\u1ee7a m\u1ed9t n\u1ec1n t\u1ea3ng SaaS nh\u01b0 FarmGenius n\u1eb1m \u1edf kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 th\u1ef1c ti\u1ec5n tr\u00ean \u0111\u1ed3ng ru\u1ed9ng. H\u00e3y c\u00f9ng xem x\u00e9t m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3 m\u00e0 s\u1ef1 t\u00edch h\u1ee3p d\u1eef li\u1ec7u n\u00e0y mang l\u1ea1i.<\/p>\n<h3>1. T\u1ed1i \u01afu H\u00f3a Qu\u1ea3n L\u00fd N\u01b0\u1edbc V\u00e0 T\u01b0\u1edbi Ti\u00eau<\/h3>\n<p>N\u01b0\u1edbc l\u00e0 t\u00e0i nguy\u00ean qu\u00fd gi\u00e1 nh\u1ea5t trong n\u00f4ng nghi\u1ec7p, v\u00e0 vi\u1ec7c t\u01b0\u1edbi ti\u00eau hi\u1ec7u qu\u1ea3 lu\u00f4n l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn. T\u01b0\u1edbi qu\u00e1 \u00edt s\u1ebd l\u00e0m gi\u1ea3m n\u0103ng su\u1ea5t, trong khi t\u01b0\u1edbi qu\u00e1 nhi\u1ec1u kh\u00f4ng ch\u1ec9 g\u00e2y l\u00e3ng ph\u00ed n\u01b0\u1edbc, n\u0103ng l\u01b0\u1ee3ng b\u01a1m m\u00e0 c\u00f2n l\u00e0m r\u1eeda tr\u00f4i ph\u00e2n b\u00f3n v\u00e0 t\u0103ng nguy c\u01a1 n\u1ea5m b\u1ec7nh. FarmGenius gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n n\u00e0y b\u1eb1ng c\u00e1ch t\u00ednh to\u00e1n ch\u00ednh x\u00e1c nhu c\u1ea7u n\u01b0\u1edbc c\u1ee7a c\u00e2y theo t\u1eebng ng\u00e0y.<\/p>\n<p>H\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng d\u1eef li\u1ec7u th\u1eddi ti\u1ebft \u0111\u1ec3 t\u00ednh to\u00e1n l\u01b0\u1ee3ng n\u01b0\u1edbc b\u1ed1c tho\u00e1t h\u01a1i, k\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn \u0111\u1ed9 \u1ea9m \u0111\u1ea5t \u0111\u1ec3 bi\u1ebft l\u01b0\u1ee3ng n\u01b0\u1edbc c\u00f2n d\u1ef1 tr\u1eef, v\u00e0 tham chi\u1ebfu v\u1edbi giai \u0111o\u1ea1n sinh tr\u01b0\u1edfng c\u1ee7a gi\u1ed1ng c\u00e2y \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh h\u1ec7 s\u1ed1 c\u00e2y tr\u1ed3ng. K\u1ebft qu\u1ea3 \u0111\u1ea7u ra l\u00e0 m\u1ed9t l\u1ecbch t\u01b0\u1edbi ti\u00eau c\u1ef1c k\u1ef3 chi ti\u1ebft: t\u01b0\u1edbi \u1edf khu v\u1ef1c n\u00e0o, t\u01b0\u1edbi bao nhi\u00eau kh\u1ed1i n\u01b0\u1edbc, v\u00e0 t\u01b0\u1edbi trong bao l\u00e2u. Nh\u1edd \u0111\u00f3, c\u00e1c trang tr\u1ea1i c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m m\u1ed9t l\u01b0\u1ee3ng n\u01b0\u1edbc kh\u1ed5ng l\u1ed3 trong khi v\u1eabn \u0111\u1ea3m b\u1ea3o c\u00e2y tr\u1ed3ng lu\u00f4n \u1edf tr\u1ea1ng th\u00e1i sung m\u00e3n nh\u1ea5t.<\/p>\n<h3>2. B\u00f3n Ph\u00e2n Ch\u00ednh X\u00e1c Theo Nhu C\u1ea7u Kh\u00f4ng Gian<\/h3>\n<p>Truy\u1ec1n th\u1ed1ng b\u00f3n ph\u00e2n \u0111\u1ed3ng \u0111\u1ec1u tr\u00ean to\u00e0n b\u1ed9 c\u00e1nh \u0111\u1ed3ng \u0111ang d\u1ea7n tr\u1edf n\u00ean l\u1ed7i th\u1eddi. Th\u1ef1c t\u1ebf l\u00e0 \u0111\u1ed9 ph\u00ec nhi\u00eau c\u1ee7a \u0111\u1ea5t v\u00e0 t\u00ecnh tr\u1ea1ng ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e2y kh\u00f4ng bao gi\u1edd \u0111\u1ed3ng \u0111\u1ec1u. C\u00f3 nh\u1eefng khu v\u1ef1c \u0111\u1ea5t t\u1ed1t c\u00e2y xanh t\u1ed1t, v\u00e0 c\u00f3 nh\u1eefng khu v\u1ef1c \u0111\u1ea5t c\u1eb1n c\u1ed7i c\u00e2y c\u00f2i c\u1ecdc. FarmGenius s\u1eed d\u1ee5ng b\u1ea3n \u0111\u1ed3 v\u1ec7 tinh (nh\u01b0 ch\u1ec9 s\u1ed1 GNDVI) \u0111\u1ec3 ph\u00e2n v\u00f9ng c\u00e1nh \u0111\u1ed3ng th\u00e0nh c\u00e1c khu v\u1ef1c qu\u1ea3n l\u00fd kh\u00e1c nhau d\u1ef1a tr\u00ean m\u1ee9c \u0111\u1ed9 sinh tr\u01b0\u1edfng.<\/p>\n<p>K\u1ebft h\u1ee3p v\u1edbi d\u1eef li\u1ec7u ph\u00e2n t\u00edch \u0111\u1ea5t, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ea1o ra c\u00e1c b\u1ea3n \u0111\u1ed3 b\u00f3n ph\u00e2n bi\u1ebfn thi\u00ean (VRA &#8211; Variable Rate Application). B\u1ea3n \u0111\u1ed3 n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c n\u1ea1p tr\u1ef1c ti\u1ebfp v\u00e0o c\u00e1c m\u00e1y k\u00e9o hi\u1ec7n \u0111\u1ea1i \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh l\u01b0\u1ee3ng ph\u00e2n b\u00f3n nh\u1ea3 ra: b\u00f3n nhi\u1ec1u h\u01a1n \u1edf nh\u1eefng n\u01a1i c\u00e2y \u0111ang thi\u1ebfu h\u1ee5t dinh d\u01b0\u1ee1ng v\u00e0 gi\u1ea3m b\u1edbt \u1edf nh\u1eefng n\u01a1i c\u00e2y \u0111\u00e3 ph\u00e1t tri\u1ec3n qu\u00e1 t\u1ed1t. Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ti\u1ebft ki\u1ec7m chi ph\u00ed ph\u00e2n b\u00f3n m\u00e0 c\u00f2n gi\u1ea3m thi\u1ec3u \u00f4 nhi\u1ec5m ngu\u1ed3n n\u01b0\u1edbc ng\u1ea7m do d\u01b0 th\u1eeba h\u00f3a ch\u1ea5t, \u0111\u1ed3ng th\u1eddi t\u1ea1o ra s\u1ef1 \u0111\u1ed3ng \u0111\u1ec1u v\u1ec1 n\u0103ng su\u1ea5t tr\u00ean to\u00e0n c\u00e1nh \u0111\u1ed3ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/nidlyWIeAjtiDqMr.png\" alt=\"Giao di\u1ec7n qu\u1ea3n l\u00fd t\u01b0\u1edbi ti\u00eau v\u00e0 b\u00f3n ph\u00e2n ch\u00ednh x\u00e1c tr\u00ean h\u1ec7 th\u1ed1ng FarmGenius\" \/><\/p>\n<h3>3. D\u1ef1 B\u00e1o S\u00e2u B\u1ec7nh V\u00e0 T\u1ed1i \u01afu H\u00f3a Ho\u1ea1t \u0110\u1ed9ng Scouting<\/h3>\n<p>S\u00e2u b\u1ec7nh l\u00e0 n\u1ed7i \u00e1m \u1ea3nh c\u1ee7a m\u1ecdi nh\u00e0 n\u00f4ng. Vi\u1ec7c ph\u00e1t hi\u1ec7n mu\u1ed9n c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng thi\u1ec7t h\u1ea1i n\u1eb7ng n\u1ec1 kh\u00f4ng th\u1ec3 c\u1ee9u v\u00e3n. FarmGenius thay \u0111\u1ed5i c\u00e1ch ti\u1ebfp c\u1eadn t\u1eeb b\u1ecb \u0111\u1ed9ng sang ch\u1ee7 \u0111\u1ed9ng. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch li\u00ean t\u1ee5c d\u1eef li\u1ec7u vi kh\u00ed h\u1eadu (nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, l\u01b0\u1ee3ng m\u01b0a) v\u00e0 \u0111\u1ed1i chi\u1ebfu v\u1edbi c\u00e1c m\u00f4 h\u00ecnh d\u1ecbch t\u1ec5 h\u1ecdc c\u1ee7a c\u00e1c lo\u1ea1i s\u00e2u b\u1ec7nh ph\u1ed5 bi\u1ebfn tr\u00ean t\u1eebng gi\u1ed1ng c\u00e2y, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o \u0111\u01b0\u1ee3c th\u1eddi \u0111i\u1ec3m v\u00e0 khu v\u1ef1c c\u00f3 nguy c\u01a1 b\u00f9ng ph\u00e1t d\u1ecbch h\u1ea1i cao nh\u1ea5t.<\/p>\n<p>\u0110\u1ed3ng th\u1eddi, s\u1ef1 thay \u0111\u1ed5i b\u1ea5t th\u01b0\u1eddng c\u1ee7a c\u00e1c ch\u1ec9 s\u1ed1 th\u1ef1c v\u1eadt tr\u00ean \u1ea3nh v\u1ec7 tinh c\u0169ng l\u00e0 m\u1ed9t d\u1ea5u hi\u1ec7u c\u1ea3nh b\u00e1o s\u1edbm v\u1ec1 s\u1ef1 t\u1ea5n c\u00f4ng c\u1ee7a s\u00e2u b\u1ec7nh, ngay c\u1ea3 tr\u01b0\u1edbc khi c\u00e1c tri\u1ec7u ch\u1ee9ng xu\u1ea5t hi\u1ec7n r\u00f5 r\u00e0ng tr\u00ean l\u00e1. D\u1ef1a tr\u00ean nh\u1eefng th\u00f4ng tin n\u00e0y, FarmGenius s\u1ebd t\u1ea1o ra c\u00e1c b\u1ea3n \u0111\u1ed3 r\u1ee7i ro v\u00e0 \u0111\u1ec1 xu\u1ea5t l\u1ed9 tr\u00ecnh \u01b0u ti\u00ean cho \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt vi\u00ean \u0111i ki\u1ec3m tra th\u1ef1c \u0111\u1ecba (scouting). Thay v\u00ec ph\u1ea3i \u0111i tu\u1ea7n tra m\u00f9 qu\u00e1ng kh\u1eafp c\u00e1nh \u0111\u1ed3ng r\u1ed9ng h\u00e0ng tr\u0103m hecta, h\u1ecd ch\u1ec9 c\u1ea7n \u0111i th\u1eb3ng \u0111\u1ebfn nh\u1eefng \u0111i\u1ec3m n\u00f3ng \u0111\u00e3 \u0111\u01b0\u1ee3c h\u1ec7 th\u1ed1ng ch\u1ec9 \u0111\u1ecbnh. \u0110i\u1ec1u n\u00e0y gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian, nh\u00e2n l\u1ef1c v\u00e0 cho ph\u00e9p can thi\u1ec7p k\u1ecbp th\u1eddi b\u1eb1ng c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o v\u1ec7 th\u1ef1c v\u1eadt ch\u00ednh x\u00e1c, h\u1ea1n ch\u1ebf vi\u1ec7c phun thu\u1ed1c tr\u00e0n lan.<\/p>\n<h3>4. D\u1ef1 B\u00e1o Thu Ho\u1ea1ch V\u00e0 \u1ed4n \u0110\u1ecbnh Chu\u1ed7i Cung \u1ee8ng<\/h3>\n<p>\u0110\u1ed1i v\u1edbi c\u00e1c trang tr\u1ea1i quy m\u00f4 l\u1edbn, c\u00e1c doanh nghi\u1ec7p n\u00f4ng nghi\u1ec7p ph\u00e1p nh\u00e2n, hay c\u00e1c c\u00f4ng ty th\u1ef1c ph\u1ea9m c\u00f3 m\u1ea1ng l\u01b0\u1edbi h\u1ee3p \u0111\u1ed3ng bao ti\u00eau, vi\u1ec7c d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c s\u1ea3n l\u01b0\u1ee3ng v\u00e0 th\u1eddi \u0111i\u1ec3m thu ho\u1ea1ch l\u00e0 y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n \u0111\u1ec3 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, kho b\u00e3i v\u00e0 logistics. FarmGenius cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 d\u1ef1 b\u00e1o n\u0103ng su\u1ea5t m\u1ea1nh m\u1ebd d\u1ef1a tr\u00ean s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a to\u00e0n b\u1ed9 c\u00e1c l\u1edbp d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u1ec1 c\u1eadp.<\/p>\n<p>H\u1ec7 th\u1ed1ng theo d\u00f5i s\u00e1t sao t\u1ed1c \u0111\u1ed9 t\u00edch l\u0169y sinh kh\u1ed1i c\u1ee7a c\u00e2y, \u0111\u00e1nh gi\u00e1 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c \u0111\u1ee3t th\u1eddi ti\u1ebft c\u1ef1c \u0111oan trong qu\u00e1 kh\u1ee9, v\u00e0 s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 \u01b0\u1edbc t\u00ednh s\u1ea3n l\u01b0\u1ee3ng cu\u1ed1i c\u00f9ng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao. H\u01a1n n\u1eefa, d\u1ef1a tr\u00ean \u0111\u1eb7c t\u00ednh c\u1ee7a gi\u1ed1ng v\u00e0 d\u1eef li\u1ec7u kh\u00ed h\u1eadu hi\u1ec7n t\u1ea1i, FarmGenius c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c c\u1eeda s\u1ed5 th\u1eddi gian thu ho\u1ea1ch t\u1ed1i \u01b0u, gi\u00fap c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd l\u00ean k\u1ebf ho\u1ea1ch \u0111i\u1ec1u \u0111\u1ed9ng m\u00e1y m\u00f3c, nh\u00e2n c\u00f4ng v\u00e0 ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n m\u1ed9t c\u00e1ch nh\u1ecbp nh\u00e0ng, tr\u00e1nh t\u00ecnh tr\u1ea1ng \u00f9n \u1ee9 ho\u1eb7c thi\u1ebfu h\u1ee5t n\u00f4ng s\u1ea3n.<\/p>\n<h2>C\u00f4ng Ngh\u1ec7 \u0110\u1eb1ng Sau H\u1eadu Tr\u01b0\u1eddng: \u0110\u00e1m M\u00e2y, SaaS V\u00e0 H\u1ecdc M\u00e1y<\/h2>\n<p>\u0110\u1ec3 x\u1eed l\u00fd m\u1ed9t kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 v\u00e0 ph\u1ee9c t\u1ea1p nh\u01b0 v\u1eady, FarmGenius d\u1ef1a v\u00e0o m\u1ed9t n\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 c\u1ef1c k\u1ef3 m\u1ea1nh m\u1ebd. L\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p SaaS (Software as a Service), FarmGenius gi\u1ea3i ph\u00f3ng ng\u01b0\u1eddi d\u00f9ng kh\u1ecfi g\u00e1nh n\u1eb7ng \u0111\u1ea7u t\u01b0 v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7 \u0111\u1eaft ti\u1ec1n. M\u1ecdi qu\u00e1 tr\u00ecnh l\u01b0u tr\u1eef, t\u00ednh to\u00e1n v\u00e0 ph\u00e2n t\u00edch \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n tr\u00ean n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y b\u1ea3o m\u1eadt v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng v\u00f4 h\u1ea1n.<\/p>\n<p>Ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n m\u1ed9t thi\u1ebft b\u1ecb c\u00f3 k\u1ebft n\u1ed1i internet, d\u00f9 l\u00e0 m\u00e1y t\u00ednh b\u00e0n t\u1ea1i v\u0103n ph\u00f2ng hay \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh ngay gi\u1eefa c\u00e1nh \u0111\u1ed3ng, l\u00e0 c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o to\u00e0n b\u1ed9 s\u1ee9c m\u1ea1nh c\u1ee7a h\u1ec7 th\u1ed1ng. Giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf tr\u1ef1c quan, t\u1eadp trung v\u00e0o vi\u1ec7c hi\u1ec3n th\u1ecb c\u00e1c th\u00f4ng tin c\u1ed1t l\u00f5i v\u00e0 c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u1ea7n th\u1ef1c hi\u1ec7n, thay v\u00ec l\u00e0m r\u1ed1i m\u1eaft ng\u01b0\u1eddi d\u00f9ng b\u1eb1ng nh\u1eefng con s\u1ed1 k\u1ef9 thu\u1eadt ph\u1ee9c t\u1ea1p.<\/p>\n<p>Tr\u00e1i tim c\u1ee7a FarmGenius ch\u00ednh l\u00e0 c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y (Machine Learning) v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Nh\u1eefng thu\u1eadt to\u00e1n n\u00e0y kh\u00f4ng ng\u1eebng h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 d\u1eef li\u1ec7u m\u1edbi \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt m\u1ed7i ng\u00e0y. C\u00e0ng c\u00f3 nhi\u1ec1u d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o h\u1ec7 th\u1ed1ng, c\u00e1c m\u00f4 h\u00ecnh d\u1ef1 b\u00e1o c\u00e0ng tr\u1edf n\u00ean ch\u00ednh x\u00e1c v\u00e0 tinh t\u1ebf h\u01a1n. Ch\u00fang c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n nh\u1eefng m\u00f4 h\u00ecnh \u1ea9n s\u00e2u trong d\u1eef li\u1ec7u m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 nh\u1eadn ra, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n v\u01b0\u1ee3t xa kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch truy\u1ec1n th\u1ed1ng.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/files.manuscdn.com\/user_upload_by_module\/session_file\/310519663719317299\/QlxgDJRLWQfgzozP.webp\" alt=\"B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u v\u00e0 d\u1ef1 b\u00e1o n\u0103ng su\u1ea5t tr\u00ean FarmGenius\" \/><\/p>\n<p>Nh\u1eefng t\u00e1c \u0111\u1ed9ng th\u1ef1c t\u1ebf m\u00e0 FarmGenius mang l\u1ea1i l\u00e0 v\u00f4 c\u00f9ng \u1ea5n t\u01b0\u1ee3ng. Theo c\u00e1c s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea t\u1eeb c\u00e1c trang tr\u1ea1i \u0111\u00e3 \u00e1p d\u1ee5ng n\u1ec1n t\u1ea3ng n\u00e0y, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 k\u1ef3 v\u1ecdng m\u1ee9c t\u0103ng tr\u01b0\u1edfng n\u0103ng su\u1ea5t trung b\u00ecnh t\u1eeb 30% \u0111\u1ebfn 40%. S\u1ef1 gia t\u0103ng n\u00e0y \u0111\u1ebfn t\u1eeb vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a m\u1ecdi kh\u00e2u trong qu\u00e1 tr\u00ecnh canh t\u00e1c, t\u1eeb vi\u1ec7c ch\u1ecdn gi\u1ed1ng \u0111\u00fang, b\u00f3n ph\u00e2n chu\u1ea9n, t\u01b0\u1edbi n\u01b0\u1edbc \u0111\u1ee7, \u0111\u1ebfn vi\u1ec7c b\u1ea3o v\u1ec7 c\u00e2y tr\u1ed3ng k\u1ecbp th\u1eddi kh\u1ecfi s\u00e2u b\u1ec7nh.<\/p>\n<p>\u0110\u1ed3ng th\u1eddi, vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c bi\u1ec7n ph\u00e1p canh t\u00e1c ch\u00ednh x\u00e1c gi\u00fap gi\u1ea3m thi\u1ec3u \u0111\u00e1ng k\u1ec3 s\u1ef1 l\u00e3ng ph\u00ed t\u00e0i nguy\u00ean. C\u00e1c trang tr\u1ea1i ghi nh\u1eadn m\u1ee9c gi\u1ea3m t\u1eeb 20% \u0111\u1ebfn 30% l\u01b0\u1ee3ng n\u01b0\u1edbc t\u01b0\u1edbi, ph\u00e2n b\u00f3n h\u00f3a h\u1ecdc, thu\u1ed1c b\u1ea3o v\u1ec7 th\u1ef1c v\u1eadt v\u00e0 n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 mang l\u1ea1i l\u1ee3i \u00edch kinh t\u1ebf to l\u1edbn, c\u1eaft gi\u1ea3m chi ph\u00ed s\u1ea3n xu\u1ea5t, m\u00e0 c\u00f2n \u0111\u00f3ng g\u00f3p t\u00edch c\u1ef1c v\u00e0o m\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n n\u00f4ng nghi\u1ec7p b\u1ec1n v\u1eefng, gi\u1ea3m thi\u1ec3u ph\u00e1t th\u1ea3i kh\u00ed nh\u00e0 k\u00ednh v\u00e0 b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng sinh th\u00e1i. N\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c v\u1edbi FarmGenius ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n h\u00f3c b\u00faa: l\u00e0m sao \u0111\u1ec3 s\u1ea3n xu\u1ea5t nhi\u1ec1u l\u01b0\u01a1ng th\u1ef1c h\u01a1n v\u1edbi \u00edt t\u00e0i nguy\u00ean h\u01a1n.<\/p>\n<h2>L\u1eddi K\u1ebft: B\u01b0\u1edbc V\u00e0o K\u1ef7 Nguy\u00ean N\u00f4ng Nghi\u1ec7p D\u1eef Li\u1ec7u C\u00f9ng FarmGenius<\/h2>\n<p>Ch\u00fang ta \u0111\u00e3 c\u00f9ng nhau \u0111i m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i \u0111\u1ec3 kh\u00e1m ph\u00e1 s\u1ef1 ph\u1ee9c t\u1ea1p nh\u01b0ng c\u0169ng \u0111\u1ea7y h\u1ea5p d\u1eabn c\u1ee7a n\u1ec1n t\u1ea3ng FarmGenius. T\u1eeb nh\u1eefng t\u00edn hi\u1ec7u quang ph\u1ed5 \u0111\u01b0\u1ee3c ghi nh\u1eadn b\u1edfi v\u1ec7 tinh c\u00e1ch tr\u00e1i \u0111\u1ea5t h\u00e0ng tr\u0103m kilomet, \u0111\u1ebfn nh\u1eefng c\u1ea3m bi\u1ebfn nh\u1ecf b\u00e9 \u0111o l\u01b0\u1eddng t\u1eebng gi\u1ecdt n\u01b0\u1edbc d\u01b0\u1edbi l\u00f2ng \u0111\u1ea5t, v\u00e0 nh\u1eefng m\u00e3 gen b\u00ed \u1ea9n b\u00ean trong t\u1eebng h\u1ea1t gi\u1ed1ng. T\u1ea5t c\u1ea3 \u0111\u00e3 \u0111\u01b0\u1ee3c FarmGenius d\u1ec7t n\u00ean th\u00e0nh m\u1ed9t b\u1ee9c tranh ho\u00e0n m\u1ef9 v\u1ec1 s\u1ef1 s\u1ed1ng tr\u00ean c\u00e1nh \u0111\u1ed3ng.<\/p>\n<p>N\u00f4ng nghi\u1ec7p ngo\u00e0i tr\u1eddi s\u1ebd lu\u00f4n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c t\u1eeb thi\u00ean nhi\u00ean. Nh\u01b0ng v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a c\u00f4ng ngh\u1ec7, ch\u00fang ta kh\u00f4ng c\u00f2n ph\u1ea3i chi\u1ebfn \u0111\u1ea5u m\u1ed9t c\u00e1ch m\u00f9 qu\u00e1ng. D\u1eef li\u1ec7u \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t lo\u1ea1i ph\u00e2n b\u00f3n m\u1edbi, m\u1ed9t ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng m\u1edbi th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh n\u00f4ng nghi\u1ec7p. FarmGenius kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n m\u1ec1m, n\u00f3 l\u00e0 m\u1ed9t ng\u01b0\u1eddi b\u1ea1n \u0111\u1ed3ng h\u00e0nh, m\u1ed9t c\u1ed1 v\u1ea5n \u0111\u00e1ng tin c\u1eady gi\u00fap ng\u01b0\u1eddi n\u00f4ng d\u00e2n v\u00e0 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd n\u00f4ng nghi\u1ec7p t\u1ef1 tin \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t nh\u1ea5t.<\/p>\n<p>S\u1ef1 t\u00edch h\u1ee3p s\u00e2u s\u1eafc gi\u1eefa d\u1eef li\u1ec7u v\u1ec7 tinh, c\u1ea3m bi\u1ebfn IoT v\u00e0 d\u1eef li\u1ec7u gi\u1ed1ng c\u00e2y tr\u1ed3ng ch\u00ednh l\u00e0 \u0111i\u1ec3m c\u1ed1t l\u00f5i t\u1ea1o n\u00ean s\u1ee9c m\u1ea1nh v\u01b0\u1ee3t tr\u1ed9i c\u1ee7a FarmGenius. N\u00f3 bi\u1ebfn nh\u1eefng c\u00e1nh \u0111\u1ed3ng r\u1ed9ng l\u1edbn th\u00e0nh nh\u1eefng ph\u00f2ng th\u00ed nghi\u1ec7m ngo\u00e0i tr\u1eddi c\u00f3 th\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 t\u1ed1i \u01b0u h\u00f3a. \u0110\u1ed1i v\u1edbi c\u00e1c trang tr\u1ea1i quy m\u00f4 l\u1edbn t\u1ea1i \u0110\u00f4ng Nam \u00c1 hay b\u1ea5t k\u1ef3 n\u01a1i n\u00e0o tr\u00ean th\u1ebf gi\u1edbi, vi\u1ec7c \u00e1p d\u1ee5ng nh\u1eefng gi\u1ea3i ph\u00e1p SaaS ti\u00ean ti\u1ebfn nh\u01b0 FarmGenius kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn xa x\u1ec9, m\u00e0 l\u00e0 m\u1ed9t y\u00eau c\u1ea7u t\u1ea5t y\u1ebfu \u0111\u1ec3 duy tr\u00ec s\u1ee9c c\u1ea1nh tranh, \u0111\u1ea3m b\u1ea3o an ninh l\u01b0\u01a1ng th\u1ef1c v\u00e0 h\u01b0\u1edbng t\u1edbi m\u1ed9t n\u1ec1n n\u00f4ng nghi\u1ec7p xanh, s\u1ea1ch v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n<p>Hy v\u1ecdng r\u1eb1ng b\u00e0i vi\u1ebft ph\u00e2n t\u00edch chuy\u00ean s\u00e2u n\u00e0y \u0111\u00e3 mang l\u1ea1i cho c\u00e1c b\u1ea1n nh\u1eefng g\u00f3c nh\u00ecn m\u1edbi m\u1ebb v\u00e0 th\u00fa v\u1ecb v\u1ec1 c\u00f4ng ngh\u1ec7 n\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c. H\u00e3y ti\u1ebfp t\u1ee5c theo d\u00f5i blog c\u1ee7a ch\u00fang t\u00f4i \u0111\u1ec3 c\u1eadp nh\u1eadt nh\u1eefng xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t \u0111ang t\u1eebng ng\u00e0y thay \u0111\u1ed5i b\u1ed9 m\u1eb7t c\u1ee7a ng\u00e0nh n\u00f4ng nghi\u1ec7p to\u00e0n c\u1ea7u. Ch\u00fac c\u00e1c b\u1ea1n lu\u00f4n c\u00f3 nh\u1eefng v\u1ee5 m\u00f9a b\u1ed9i thu v\u00e0 th\u00e0nh c\u00f4ng tr\u00ean con \u0111\u01b0\u1eddng chinh ph\u1ee5c nh\u1eefng c\u00e1nh \u0111\u1ed3ng d\u1eef li\u1ec7u!<\/p>","protected":false},"excerpt":{"rendered":"<p>Ch\u00e0o m\u1eebng c\u00e1c b\u1ea1n \u0111am m\u00ea c\u00f4ng ngh\u1ec7 v\u00e0 n\u00f4ng nghi\u1ec7p \u0111\u00e3 quay tr\u1edf l\u1ea1i v\u1edbi g\u00f3c chia s\u1ebb c\u1ee7a ch\u00fang ta. H\u00f4m nay, ch\u00fang ta s\u1ebd c\u00f9ng nhau b\u00f3c t\u00e1ch m\u1ed9t ch\u1ee7 \u0111\u1ec1 c\u1ef1c k\u1ef3 th\u00fa v\u1ecb v\u00e0 mang t\u00ednh \u0111\u1ed9t ph\u00e1 trong l\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p ch\u00ednh x\u00e1c. N\u1ebfu b\u1ea1n \u0111\u00e3 t\u1eebng \u0111\u1ee9ng [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-9","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9"}],"version-history":[{"count":0,"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=\/wp\/v2\/posts\/9\/revisions"}],"wp:attachment":[{"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/methodstory.growthrowstory.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}