{"id":6195,"date":"2025-12-09T10:44:52","date_gmt":"2025-12-09T03:44:52","guid":{"rendered":"https:\/\/chuyendoiso.haiphong.gov.vn\/?p=6195"},"modified":"2025-12-09T10:44:52","modified_gmt":"2025-12-09T03:44:52","slug":"ung-dung-cong-nghe-so-trong-quan-ly-bao-ve-rung","status":"publish","type":"post","link":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/2025\/12\/09\/ung-dung-cong-nghe-so-trong-quan-ly-bao-ve-rung\/","title":{"rendered":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 trong qu\u1ea3n l\u00fd, b\u1ea3o v\u1ec7 r\u1eebng"},"content":{"rendered":"

Sau khi\u00a0Ngh\u1ecb quy\u1ebft s\u1ed1 57-NQ\/TW<\/a>\u00a0c\u1ee7a B\u1ed9 Ch\u00ednh tr\u1ecb \u0111\u01b0\u1ee3c ban h\u00e0nh, l\u0129nh v\u1ef1c l\u00e2m nghi\u1ec7p x\u00e1c \u0111\u1ecbnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, \u1ee9ng d\u1ee5ng khoa h\u1ecdc, c\u00f4ng ngh\u1ec7 l\u00e0 gi\u1ea3i ph\u00e1p \u201cthen ch\u1ed1t\u201d \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o v\u1ec7 r\u1eebng trong b\u1ed1i c\u1ea3nh m\u1edbi.<\/strong><\/p>\n

\"C\u00e1n
C\u00e1n b\u1ed9 Ki\u1ec3m l\u00e2m t\u1ec9nh S\u01a1n La \u1ee9ng d\u1ee5ng c\u00e1c thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7, ph\u1ea7n m\u1ec1m trong qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o v\u1ec7 r\u1eebng. (\u1ea2nh: NG\u1eccC TU\u1ea4N)<\/figcaption><\/figure>\n

\u0110\u1ec3 ngh\u1ecb quy\u1ebft \u0111i v\u00e0o cu\u1ed9c s\u1ed1ng, ng\u00e0nh \u0111\u00e3 \u0111\u1ea9y m\u1ea1nh \u1ee9ng d\u1ee5ng c\u00e1c ph\u1ea7n m\u1ec1m, thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7, nh\u1ea5t l\u00e0 c\u00f4ng ngh\u1ec7 vi\u1ec5n th\u00e1m v\u00e0o ho\u1ea1t \u0111\u1ed9ng n\u00e0y v\u00e0 mang l\u1ea1i hi\u1ec7u qu\u1ea3 thi\u1ebft th\u1ef1c.<\/p>\n

Hi\u1ec7u qu\u1ea3 t\u1eeb c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 s\u1ed1<\/em><\/strong><\/p>\n

T\u1ed5ng di\u1ec7n t\u00edch r\u1eebng to\u00e0n qu\u1ed1c hi\u1ec7n nay l\u00e0 h\u01a1n 14 tri\u1ec7u ha, trong \u0111\u00f3 r\u1eebng t\u1ef1 nhi\u00ean chi\u1ebfm h\u01a1n 10 tri\u1ec7u ha v\u00e0 di\u1ec7n t\u00edch c\u00f2n l\u1ea1i l\u00e0 r\u1eebng tr\u1ed3ng. Sau khi s\u00e1p nh\u1eadp c\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng, c\u1ea3 n\u01b0\u1edbc hi\u1ec7n 34\/34 t\u1ec9nh, th\u00e0nh ph\u1ed1 \u0111\u1ec1u c\u00f3 r\u1eebng. V\u1edbi di\u1ec7n t\u00edch r\u1eebng l\u1edbn, l\u1ef1c l\u01b0\u1ee3ng m\u1ecfng cho n\u00ean vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p\u00a0c\u00f4ng ngh\u1ec7<\/a>\u00a0v\u00e0o ho\u1ea1t \u0111\u1ed9ng qu\u1ea3n l\u00fd, b\u1ea3o v\u1ec7 r\u1eebng l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u c\u1ee7a l\u0129nh v\u1ef1c l\u00e2m nghi\u1ec7p.<\/p>\n

X\u00e1c \u0111\u1ecbnh t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1, t\u1eeb n\u0103m 2000, ng\u00e0nh l\u00e2m nghi\u1ec7p \u0111\u00e3 ch\u1ee7 \u0111\u1ed9ng nghi\u00ean c\u1ee9u, \u1ee9ng d\u1ee5ng c\u00e1c lo\u1ea1i \u1ea3nh vi\u1ec5n th\u00e1m c\u00f3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i t\u1eeb th\u1ea5p \u0111\u1ebfn cao c\u1ee7a c\u00e1c v\u1ec7 tinh nh\u01b0: NOAA, MODIS, LANDSAT, SENTINEL, SPOT5, VNREDSAT-1\u2026 \u0111\u00e3 g\u00f3p ph\u1ea7n n\u00e2ng cao hi\u1ec7u qu\u1ea3, minh b\u1ea1ch h\u00f3a c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111i\u1ec1u tra, ki\u1ec3m k\u00ea r\u1eebng. C\u1ee5 th\u1ec3, th\u1ef1c hi\u1ec7n c\u00f4ng t\u00e1c ki\u1ec3m k\u00ea r\u1eebng to\u00e0n qu\u1ed1c, t\u1eeb n\u0103m 2013 \u0111\u1ebfn 2016, ng\u00e0nh \u0111\u00e3 s\u1eed d\u1ee5ng h\u01a1n 720 c\u1ea3nh \u1ea3nh vi\u1ec5n th\u00e1m \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao. Nh\u1edd \u0111\u00f3, ng\u00e0nh \u0111\u00e3 l\u1eadp \u0111\u01b0\u1ee3c b\u1ea3n \u0111\u1ed3 hi\u1ec7n tr\u1ea1ng r\u1eebng t\u1ef7 l\u1ec7 1\/10.000, x\u00e1c l\u1eadp d\u1eef li\u1ec7u 7,1 tri\u1ec7u l\u00f4 r\u1eebng v\u1edbi \u0111\u1ea7y \u0111\u1ee7 th\u00f4ng tin v\u1ec1 tr\u1ea1ng th\u00e1i, tr\u1eef l\u01b0\u1ee3ng v\u00e0 ch\u1ee7 r\u1eebng. Hi\u1ec7n nay, c\u00e1c c\u1ea3nh \u1ea3nh vi\u1ec5n th\u00e1m SPOT6\/7 \u0111ang ti\u1ebfp t\u1ee5c \u0111\u01b0\u1ee3c\u00a0\u1ee9ng d\u1ee5ng<\/a>\u00a0\u0111\u1ec3 ki\u1ec3m k\u00ea t\u1ea1i c\u00e1c t\u1ec9nh T\u00e2y Nguy\u00ean v\u00e0 \u0111i\u1ec1u tra r\u1eebng t\u1ea1i c\u00e1c t\u1ec9nh c\u00f2n l\u1ea1i. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 mang t\u00ednh \u201cc\u00e1ch m\u1ea1ng s\u1ed1\u201d c\u1ee7a ng\u00e0nh, g\u00f3p ph\u1ea7n thay \u0111\u1ed5i ho\u00e0n to\u00e0n ph\u01b0\u01a1ng th\u1ee9c \u0111i\u1ec1u tra, ki\u1ec3m k\u00ea truy\u1ec1n th\u1ed1ng.<\/p>\n

N\u0103m 2020, c\u0169ng l\u00e0 n\u0103m \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ngo\u1eb7t c\u1ee7a c\u00f4ng t\u00e1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a ng\u00e0nh. B\u1edfi th\u1eddi \u0111i\u1ec3m n\u00e0y, ng\u00e0nh l\u00e2m nghi\u1ec7p \u0111\u00e3 th\u1ef1c hi\u1ec7n th\u00ed \u0111i\u1ec3m th\u00e0nh c\u00f4ng \u1ee9ng d\u1ee5ng \u1ea3nh c\u00e1c v\u1ec7 tinh SENTINEL, LANDSAT gi\u00fap ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c bi\u1ebfn \u0111\u1ed9ng r\u1eebng. Tr\u01b0\u1edbc \u0111\u00f3, ng\u00e0nh c\u0169ng s\u1eed d\u1ee5ng c\u00e1c \u1ea3nh v\u1ec7 tinh NOAA, TERRA,\u2026 \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c \u0111i\u1ec3m n\u00f3ng, khu v\u1ef1c c\u00f3 nguy c\u01a1 x\u1ea3y ra ch\u00e1y r\u1eebng cao. C\u00f9ng v\u1edbi c\u00f4ng ngh\u1ec7 vi\u1ec5n th\u00e1m, vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00e1c ph\u1ea7n m\u1ec1m, thi\u1ebft b\u1ecb k\u1ef9 thu\u1eadt \u0111\u00e3 g\u00f3p ph\u1ea7n h\u1ed7 tr\u1ee3 hi\u1ec7u qu\u1ea3 c\u00f4ng t\u00e1c ki\u1ec3m k\u00ea, ph\u00e1t hi\u1ec7n ch\u00e1y r\u1eebng v\u00e0 qu\u1ea3n l\u00fd ch\u1ee7 r\u1eebng. T\u1ea1i nh\u1eefng \u0111\u1ecba ph\u01b0\u01a1ng c\u00f3 khu v\u1ef1c \u0111\u1ecba h\u00ecnh hi\u1ec3m tr\u1edf, kh\u00f3 ti\u1ebfp c\u1eadn, c\u00e1c c\u00f4ng ngh\u1ec7 LIDAR, GPS,\u2026 \u0111\u00e3 g\u00f3p ph\u1ea7n h\u1ed7 tr\u1ee3 l\u1ef1c l\u01b0\u1ee3ng ki\u1ec3m l\u00e2m c\u1eadp nh\u1eadt ch\u00ednh x\u00e1c hi\u1ec7n tr\u1ea1ng, l\u1eadp b\u1ea3n \u0111\u1ed3 r\u1eebng v\u00e0 b\u1ea3o t\u1ed3n \u0111a d\u1ea1ng sinh h\u1ecdc.<\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 c\u00f2n gi\u00fap l\u1ef1c l\u01b0\u1ee3ng ki\u1ec3m l\u00e2m s\u1edbm ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd c\u00e1c v\u1ee5 vi ph\u1ea1m Lu\u1eadt L\u00e2m nghi\u1ec7p. C\u1ee5 th\u1ec3, t\u1ea1i t\u1ec9nh H\u00e0 Giang c\u0169 (nay l\u00e0 Tuy\u00ean Quang), nh\u1edd \u1ee9ng d\u1ee5ng c\u00e1c ph\u1ea7n m\u1ec1m FRMS, QGIS v\u00e0 MAPINFO trong n\u0103m 2024, l\u1ef1c l\u01b0\u1ee3ng ki\u1ec3m l\u00e2m \u0111\u00e3 ph\u00e1t hi\u1ec7n b\u1ed1n v\u1ee5 vi ph\u1ea1m v\u1ec1 l\u00e2m nghi\u1ec7p, gi\u1ea3m t\u00e1m v\u1ee5 so v\u1edbi n\u0103m 2023, v\u1edbi t\u1ed5ng s\u1ed1 ti\u1ec1n x\u1eed ph\u1ea1t 65 tri\u1ec7u \u0111\u1ed3ng. T\u1ea1i t\u1ec9nh L\u00e0o Cai, trong s\u00e1u th\u00e1ng \u0111\u1ea7u n\u0103m 2024, nh\u1edd \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 GIS v\u00e0 \u1ea3nh vi\u1ec5n th\u00e1m \u0111\u00e3 ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd 86 v\u1ee5 vi ph\u1ea1m li\u00ean quan \u0111\u1ebfn r\u1eebng\u2026<\/p>\n

Theo \u00f4ng Nguy\u1ec5n H\u1eefu Thi\u1ec7n, Ph\u00f3 C\u1ee5c tr\u01b0\u1edfng C\u1ee5c L\u00e2m nghi\u1ec7p v\u00e0 Ki\u1ec3m l\u00e2m (B\u1ed9 N\u00f4ng nghi\u1ec7p v\u00e0 M\u00f4i tr\u01b0\u1eddng), vi\u1ec7c tri\u1ec3n khai Ngh\u1ecb quy\u1ebft s\u1ed1 57-NQ\/TW c\u1ee7a B\u1ed9 Ch\u00ednh tr\u1ecb \u0111\u00e3 mang l\u1ea1i \u0111\u1ed9ng l\u1ef1c m\u1ea1nh m\u1ebd, \u0111\u1eb7t n\u1ec1n m\u00f3ng cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 s\u00e2u r\u1ed9ng trong to\u00e0n l\u0129nh v\u1ef1c l\u00e2m nghi\u1ec7p; \u0111\u1ed3ng th\u1eddi, t\u00e1c \u0111\u1ed9ng t\u00edch c\u1ef1c, to\u00e0n di\u1ec7n \u0111\u1ebfn ho\u1ea1t \u0111\u1ed9ng qu\u1ea3n l\u00fd, b\u1ea3o v\u1ec7 v\u00e0 ph\u00e1t tri\u1ec3n r\u1eebng. Trong \u0111\u00f3, ph\u01b0\u01a1ng th\u1ee9c qu\u1ea3n l\u00fd, b\u1ea3o v\u1ec7 r\u1eebng \u0111\u00e3 c\u00f3 s\u1ef1 chuy\u1ec3n d\u1ecbch r\u00f5 r\u1ec7t t\u1eeb th\u1ee7 c\u00f4ng, truy\u1ec1n th\u1ed1ng sang hi\u1ec7n \u0111\u1ea1i. Vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1, d\u1eef li\u1ec7u l\u1edbn (Big Data<\/a>), tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) c\u0169ng gi\u00fap c\u00e1c c\u00e1n b\u1ed9 c\u1ee7a ng\u00e0nh n\u00e2ng cao kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t, ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 r\u1eebng v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh m\u1ed9t c\u00e1ch k\u1ecbp th\u1eddi, ch\u00ednh x\u00e1c.<\/p>\n

Vi\u1ec7c chu\u1ea9n h\u00f3a, li\u00ean th\u00f4ng c\u01a1 s\u1edf d\u1eef li\u1ec7u v\u1edbi c\u00e1c ng\u00e0nh, l\u0129nh v\u1ef1c kh\u00e1c gi\u00fap t\u0103ng c\u01b0\u1eddng t\u00ednh minh b\u1ea1ch, hi\u1ec7u qu\u1ea3 trong ph\u1ed1i h\u1ee3p qu\u1ea3n l\u00fd nh\u00e0 n\u01b0\u1edbc. N\u0103ng l\u1ef1c t\u1ed5 ch\u1ee9c v\u00e0 tr\u00ecnh \u0111\u1ed9 chuy\u00ean m\u00f4n, nghi\u1ec7p v\u1ee5 \u0111\u1ed9i ng\u0169 c\u00e1n b\u1ed9 t\u1eebng b\u01b0\u1edbc \u0111\u01b0\u1ee3c n\u00e2ng cao, t\u1eeb \u0111\u00f3 h\u00ecnh th\u00e0nh t\u01b0 duy s\u1ed1, ph\u01b0\u01a1ng ph\u00e1p l\u00e0m vi\u1ec7c s\u1ed1, ph\u00f9 h\u1ee3p b\u1ed1i c\u1ea3nh chuy\u1ec3n \u0111\u1ed5i s\u1ed1. \u0110\u1eb7c bi\u1ec7t, h\u00e0nh lang ch\u00ednh s\u00e1ch \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp \u0111\u00e3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho c\u00e1c doanh nghi\u1ec7p, t\u1ed5 ch\u1ee9c nghi\u00ean c\u1ee9u, \u0111\u1ed1i t\u00e1c trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc tham gia \u0111\u1ea7u t\u01b0, chuy\u1ec3n giao c\u00f4ng ngh\u1ec7, g\u00f3p ph\u1ea7n th\u00fac \u0111\u1ea9y ph\u00e1t tri\u1ec3n ng\u00e0nh l\u00e2m nghi\u1ec7p b\u1ec1n v\u1eefng, hi\u1ec7n \u0111\u1ea1i v\u00e0 th\u00edch \u1ee9ng bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu.<\/p>\n

Nh\u1eefng kh\u00f3 kh\u0103n, th\u00e1ch th\u1ee9c<\/em><\/strong><\/p>\n

C\u00f9ng v\u1edbi nh\u1eefng thu\u1eadn l\u1ee3i, hi\u1ec7u qu\u1ea3 m\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 mang l\u1ea1i th\u00ec ng\u00e0nh l\u00e2m nghi\u1ec7p v\u00e0 ki\u1ec3m l\u00e2m c\u0169ng g\u1eb7p ph\u1ea3i m\u1ed9t s\u1ed1 kh\u00f3 kh\u0103n nh\u01b0: Trang thi\u1ebft b\u1ecb c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 gi\u00e1m s\u00e1t r\u1eebng GPS, m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (DRONE), thi\u1ebft b\u1ecb LIDAR,\u2026 ch\u01b0a \u0111\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 \u0111\u1ed3ng b\u1ed9, \u0111\u1ea7y \u0111\u1ee7. Th\u1eddi ti\u1ebft, kh\u00ed h\u1eadu nhi\u1ec1u n\u01a1i c\u00f3 r\u1eebng th\u01b0\u1eddng kh\u1eafc nghi\u1ec7t g\u00e2y \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 b\u1ec1n c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb, m\u00e1y m\u00f3c. Ngu\u1ed3n \u1ea3nh vi\u1ec5n th\u00e1m ch\u1ea5t l\u01b0\u1ee3ng cao t\u1eeb c\u00e1c v\u1ec7 tinh ch\u01b0a \u0111\u01b0\u1ee3c cung c\u1ea5p r\u1ed9ng r\u00e3i g\u00e2y kh\u00f3 kh\u0103n cho vi\u1ec7c ph\u00e2n t\u00edch, \u0111\u00e1nh gi\u00e1 hi\u1ec7n tr\u1ea1ng r\u1eebng.<\/p>\n

Kinh ph\u00ed d\u00e0nh cho \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1, nh\u1ea5t l\u00e0 c\u00f4ng ngh\u1ec7 vi\u1ec5n th\u00e1m ch\u01b0a \u0111\u01b0\u1ee3c b\u1ed1 tr\u00ed \u0111\u1ea7y \u0111\u1ee7 v\u00e0 \u1ed5n \u0111\u1ecbnh. Vi\u1ec7c \u0111\u1ea7u t\u01b0 cho ph\u1ea7n m\u1ec1m chuy\u00ean d\u1ee5ng, duy tr\u00ec c\u01a1 s\u1edf d\u1eef li\u1ec7u, c\u0169ng nh\u01b0 c\u00f4ng t\u00e1c \u0111\u00e0o t\u1ea1o, t\u1eadp hu\u1ea5n cho l\u1ef1c l\u01b0\u1ee3ng ki\u1ec3m l\u00e2m c\u00f2n thi\u1ebfu \u0111\u1ed3ng b\u1ed9. B\u00ean c\u1ea1nh \u0111\u00f3, vi\u1ec7c ph\u00e2n \u0111\u1ecbnh r\u00f5 th\u1ea9m quy\u1ec1n, tr\u00e1ch nhi\u1ec7m v\u00e0 ph\u1ed1i h\u1ee3p gi\u1eefa c\u1ea5p t\u1ec9nh v\u00e0 c\u1ea5p c\u01a1 s\u1edf sau ng\u00e0y 1\/7\/2025 khi tri\u1ec3n khai c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m, thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u l\u00e2m nghi\u1ec7p c\u1ea7n \u0111\u01b0\u1ee3c b\u1ea3o \u0111\u1ea3m th\u1ed1ng nh\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n

\u0110\u1ec3 kh\u1eafc ph\u1ee5c nh\u1eefng kh\u00f3 kh\u0103n, v\u01b0\u1edbng m\u1eafc v\u00e0 \u0111\u1ed3ng th\u1eddi, ti\u1ebfp t\u1ee5c t\u0103ng c\u01b0\u1eddng \u1ee9ng \u1ee9ng d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 s\u1ed1 trong qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o v\u1ec7 r\u1eebng. \u00d4ng Nguy\u1ec5n H\u1eefu Thi\u1ec7n, Ph\u00f3 C\u1ee5c tr\u01b0\u1edfng C\u1ee5c L\u00e2m nghi\u1ec7p v\u00e0 Ki\u1ec3m l\u00e2m cho r\u1eb1ng: Tr\u00ean c\u01a1 s\u1edf \u0111\u1ecbnh h\u01b0\u1edbng Ngh\u1ecb quy\u1ebft s\u1ed1 57-NQ\/TW c\u1ee7a B\u1ed9 Ch\u00ednh tr\u1ecb, trong th\u1eddi gian t\u1edbi, C\u1ee5c \u0111\u00e3 tham m\u01b0u l\u00e3nh \u0111\u1ea1o B\u1ed9 t\u1eadp trung n\u00e2ng c\u1ea5p, ho\u00e0n thi\u1ec7n h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 trang thi\u1ebft b\u1ecb ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n

Trong \u0111\u00f3, \u01b0u ti\u00ean b\u1ed1 tr\u00ed h\u1ec7 th\u1ed1ng m\u00e1y ch\u1ee7, \u0111\u01b0\u1eddng truy\u1ec1n v\u00e0 thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i tr\u00ean ph\u1ea1m vi to\u00e0n qu\u1ed1c t\u1ea1i c\u00e1c \u0111\u01a1n v\u1ecb qu\u1ea3n l\u00fd r\u1eebng. Song song v\u1edbi vi\u1ec7c \u0111\u1ea7u t\u01b0 m\u1edbi, C\u1ee5c ti\u1ebfp t\u1ee5c tri\u1ec3n khai c\u00e1c n\u1ec1n t\u1ea3ng \u1ee9ng d\u1ee5ng GIS, \u1ea3nh v\u1ec7 tinh, DRONE, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)\u2026 trong \u0111i\u1ec1u tra, theo d\u00f5i r\u1eebng, ph\u00f2ng ch\u00e1y, ch\u1eefa ch\u00e1y r\u1eebng v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c cam k\u1ebft qu\u1ed1c t\u1ebf. Ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a ng\u00e0nh th\u00f4ng qua c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, t\u1eadp hu\u1ea5n k\u1ef9 n\u0103ng c\u00f4ng ngh\u1ec7 s\u1ed1…<\/p>\n

HI\u1ebeU TH\u01af\u1edcNG \u0110\u1ee8C<\/em><\/strong><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

Sau khi\u00a0Ngh\u1ecb quy\u1ebft s\u1ed1 57-NQ\/TW\u00a0c\u1ee7a B\u1ed9 Ch\u00ednh tr\u1ecb \u0111\u01b0\u1ee3c ban h\u00e0nh, l\u0129nh v\u1ef1c l\u00e2m nghi\u1ec7p x\u00e1c \u0111\u1ecbnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1, \u1ee9ng d\u1ee5ng khoa h\u1ecdc, c\u00f4ng ngh\u1ec7 l\u00e0 gi\u1ea3i ph\u00e1p \u201cthen ch\u1ed1t\u201d \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o v\u1ec7 r\u1eebng trong b\u1ed1i c\u1ea3nh m\u1edbi. \u0110\u1ec3 ngh\u1ecb quy\u1ebft \u0111i v\u00e0o […]<\/p>\n","protected":false},"author":6,"featured_media":6196,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[33],"tags":[],"class_list":["post-6195","post","type-post","status-publish","format-standard","has-post-thumbnail","category-xa-hoi-so"],"_links":{"self":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/6195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/comments?post=6195"}],"version-history":[{"count":1,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/6195\/revisions"}],"predecessor-version":[{"id":6197,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/posts\/6195\/revisions\/6197"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/media\/6196"}],"wp:attachment":[{"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/media?parent=6195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/categories?post=6195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/chuyendoiso.haiphong.gov.vn\/index.php\/wp-json\/wp\/v2\/tags?post=6195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}