{"id":180303,"date":"2025-06-25T17:38:14","date_gmt":"2025-06-25T10:38:14","guid":{"rendered":"https:\/\/meeymap.com\/tin-tuc\/?p=180303"},"modified":"2025-06-25T17:38:14","modified_gmt":"2025-06-25T10:38:14","slug":"vai-tro-cua-he-thong-gis-trong-quan-ly-va-quy-hoach-do-thi-thong-minh","status":"publish","type":"post","link":"https:\/\/meeymap.com\/tin-tuc\/vai-tro-cua-he-thong-gis-trong-quan-ly-va-quy-hoach-do-thi-thong-minh","title":{"rendered":"Vai tr\u00f2 c\u1ee7a h\u1ec7 th\u1ed1ng GIS trong qu\u1ea3n l\u00fd v\u00e0 quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh \u0111\u00f4 th\u1ecb h\u00f3a ng\u00e0y c\u00e0ng m\u1ea1nh m\u1ebd, vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 trong qu\u1ea3n l\u00fd v\u00e0 ph\u00e1t tri\u1ec3n \u0111\u00f4 th\u1ecb l\u00e0 xu h\u01b0\u1edbng t\u1ea5t y\u1ebfu. M\u1ed9t trong nh\u1eefng c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111ang \u0111\u01b0\u1ee3c nhi\u1ec1u th\u00e0nh ph\u1ed1 th\u00f4ng minh tr\u00ean th\u1ebf gi\u1edbi \u01b0u ti\u00ean s\u1eed d\u1ee5ng ch\u00ednh l\u00e0 GIS \u2013 h\u1ec7 th\u1ed1ng th\u00f4ng tin \u0111\u1ecba l\u00fd<\/strong>. Kh\u00f4ng ch\u1ec9 gi\u00fap hi\u1ec3n th\u1ecb b\u1ea3n \u0111\u1ed3 s\u1ed1, GIS c\u00f2n h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch, gi\u00e1m s\u00e1t v\u00e0 ra quy\u1ebft \u0111\u1ecbnh trong to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh quy ho\u1ea1ch, x\u00e2y d\u1ef1ng v\u00e0 v\u1eadn h\u00e0nh \u0111\u00f4 th\u1ecb. V\u1eady h\u1ec7 th\u1ed1ng GIS \u0111\u00f3ng vai tr\u00f2 g\u00ec trong quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh?<\/strong> C\u00f9ng t\u00ecm hi\u1ec3u chi ti\u1ebft trong b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n

H\u1ec7 th\u1ed1ng GIS l\u00e0 g\u00ec?<\/strong><\/h2>\n

GIS (Geographic Information System)<\/strong> \u2013 H\u1ec7 th\u1ed1ng th\u00f4ng tin \u0111\u1ecba l\u00fd \u2013 l\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 cho ph\u00e9p thu th\u1eadp, l\u01b0u tr\u1eef, ph\u00e2n t\u00edch v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u kh\u00f4ng gian \u0111\u1ecba l\u00fd. N\u00f3i c\u00e1ch kh\u00e1c, GIS gi\u00fap k\u1ebft n\u1ed1i th\u00f4ng tin \u201cg\u1eafn v\u1edbi v\u1ecb tr\u00ed\u201d<\/strong> l\u00ean b\u1ea3n \u0111\u1ed3 s\u1ed1, t\u1eeb \u0111\u00f3 h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c h\u01a1n trong quy ho\u1ea1ch, x\u00e2y d\u1ef1ng, v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n l\u00fd \u0111\u00f4 th\u1ecb.<\/p>\n

\"\"
5 th\u00e0nh ph\u1ea7n c\u1ea5u t\u1ea1o n\u00ean H\u1ec7 th\u1ed1ng th\u00f4ng tin \u0111\u1ecba l\u00fd GIS.<\/figcaption><\/figure>\n

C\u1ea5u tr\u00fac c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng GIS bao g\u1ed3m:<\/strong><\/h3>\n
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  • D\u1eef li\u1ec7u kh\u00f4ng gian:<\/strong> b\u1ea3n \u0111\u1ed3 \u0111\u1ecba h\u00ecnh, \u0111\u1ecba gi\u1edbi h\u00e0nh ch\u00ednh, h\u1ec7 th\u1ed1ng \u0111\u01b0\u1eddng giao th\u00f4ng, ph\u00e2n b\u1ed1 d\u00e2n c\u01b0, h\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt, m\u00f4i tr\u01b0\u1eddng, v.v.<\/li>\n
  • Ph\u1ea7n m\u1ec1m x\u1eed l\u00fd:<\/strong> c\u00f4ng c\u1ee5 gi\u00fap ph\u00e2n t\u00edch, tr\u00edch xu\u1ea5t v\u00e0 hi\u1ec3n th\u1ecb th\u00f4ng tin tr\u1ef1c quan tr\u00ean n\u1ec1n b\u1ea3n \u0111\u1ed3.<\/li>\n
  • Ph\u1ea7n c\u1ee9ng:<\/strong> m\u00e1y t\u00ednh, thi\u1ebft b\u1ecb \u0111\u1ecbnh v\u1ecb GPS, m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i (drone), c\u1ea3m bi\u1ebfn IoT\u2026<\/li>\n
  • Ng\u01b0\u1eddi d\u00f9ng:<\/strong> k\u1ef9 s\u01b0 quy ho\u1ea1ch, chuy\u00ean gia m\u00f4i tr\u01b0\u1eddng, nh\u00e0 \u0111\u1ea7u t\u01b0, c\u01a1 quan qu\u1ea3n l\u00fd, doanh nghi\u1ec7p b\u1ea5t \u0111\u1ed9ng s\u1ea3n.<\/li>\n
  • Quy tr\u00ecnh v\u1eadn h\u00e0nh:<\/strong> thu th\u1eadp \u2013 l\u01b0u tr\u1eef \u2013 c\u1eadp nh\u1eadt \u2013 ph\u00e2n t\u00edch \u2013 chia s\u1ebb d\u1eef li\u1ec7u.<\/li>\n<\/ul>\n

    Kh\u00e1c bi\u1ec7t l\u1edbn nh\u1ea5t c\u1ee7a GIS so v\u1edbi b\u1ea3n \u0111\u1ed3 truy\u1ec1n th\u1ed1ng n\u1eb1m \u1edf kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 c\u1eadp nh\u1eadt d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, \u0111\u1ed3ng th\u1eddi k\u1ebft h\u1ee3p nhi\u1ec1u l\u1edbp th\u00f4ng tin kh\u00e1c nhau \u0111\u1ec3 t\u1ea1o ra g\u00f3c nh\u00ecn \u0111a chi\u1ec1u cho vi\u1ec7c quy ho\u1ea1ch v\u00e0 qu\u1ea3n l\u00fd \u0111\u00f4 th\u1ecb.<\/p>\n

    H\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a h\u1ec7 th\u1ed1ng GIS qua c\u00e1c th\u1eddi k\u1ef3<\/strong><\/h2>\n

    S\u1ef1 ra \u0111\u1eddi v\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a H\u1ec7 th\u1ed1ng Th\u00f4ng tin \u0110\u1ecba l\u00fd (GIS)<\/strong> l\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a nhi\u1ec1u th\u1eadp k\u1ef7 t\u00edch l\u0169y tri th\u1ee9c \u0111\u1ecba l\u00fd k\u1ebft h\u1ee3p v\u1edbi b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong c\u00f4ng ngh\u1ec7 s\u1ed1. T\u1eeb nh\u1eefng b\u01b0\u1edbc \u0111\u1ea7u c\u00f2n s\u01a1 khai, GIS \u0111\u00e3 tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 chi\u1ebfn l\u01b0\u1ee3c trong qu\u1ea3n l\u00fd \u0111\u00f4 th\u1ecb, t\u00e0i nguy\u00ean v\u00e0 h\u1ea1 t\u1ea7ng to\u00e0n c\u1ea7u. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng d\u1ea5u m\u1ed1c quan tr\u1ecdng trong h\u00e0nh tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y:<\/p>\n

    1950 \u2013 1960: Nh\u1eefng vi\u00ean g\u1ea1ch \u0111\u1ea7u ti\u00ean<\/strong><\/p>\n

    S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa khoa h\u1ecdc \u0111\u1ecba l\u00fd v\u00e0 m\u00e1y t\u00ednh trong giai \u0111o\u1ea1n n\u00e0y \u0111\u00e3 \u0111\u1eb7t n\u1ec1n m\u00f3ng cho GIS hi\u1ec7n \u0111\u1ea1i. Roger Tomlinson, nh\u00e0 \u0111\u1ecba l\u00fd ng\u01b0\u1eddi Canada, \u0111\u01b0\u1ee3c xem l\u00e0 \u201ccha \u0111\u1ebb c\u1ee7a GIS\u201d khi \u00f4ng ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng GIS \u0111\u1ea7u ti\u00ean<\/strong> \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean \u0111\u1ea5t \u0111ai cho ch\u00ednh ph\u1ee7 Canada.<\/p>\n

    \"\"
    Gi\u00e1o s\u01b0 Roger Tomlinson l\u00e0 cha \u0111\u1ebb c\u1ee7a GIS<\/figcaption><\/figure>\n

    Th\u1eadp ni\u00ean 1970: M\u1edf r\u1ed9ng trong nghi\u00ean c\u1ee9u v\u00e0 qu\u1ed1c ph\u00f2ng<\/strong><\/p>\n

    GIS d\u1ea7n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong c\u00e1c l\u0129nh v\u1ef1c chi\u1ebfn l\u01b0\u1ee3c nh\u01b0 qu\u1ed1c ph\u00f2ng, l\u00e2m nghi\u1ec7p, qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean thi\u00ean nhi\u00ean. \u0110\u00e2y c\u0169ng l\u00e0 giai \u0111o\u1ea1n xu\u1ea5t hi\u1ec7n nh\u1eefng h\u1ec7 th\u1ed1ng \u0111\u1ea7u ti\u00ean c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u kh\u00f4ng gian \u1edf c\u1ea5p \u0111\u1ed9 t\u1ed5 ch\u1ee9c, d\u00f9 c\u00f2n h\u1ea1n ch\u1ebf v\u1ec1 giao di\u1ec7n.<\/p>\n

    Th\u1eadp ni\u00ean 1980: Ti\u1ebfp c\u1eadn r\u1ed9ng r\u00e3i nh\u1edd m\u00e1y t\u00ednh c\u00e1 nh\u00e2n<\/strong><\/p>\n

    S\u1ef1 ra \u0111\u1eddi c\u1ee7a ph\u1ea7n m\u1ec1m GIS th\u00e2n thi\u1ec7n ng\u01b0\u1eddi d\u00f9ng nh\u01b0 ARC\/INFO (Esri) v\u00e0 m\u00e1y t\u00ednh c\u00e1 nh\u00e2n \u0111\u00e3 gi\u00fap GIS b\u1eaft \u0111\u1ea7u ti\u1ebfp c\u1eadn \u0111\u1ea1i ch\u00fang. Th\u00eam v\u00e0o \u0111\u00f3, c\u00f4ng ngh\u1ec7 GPS \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p, m\u1edf ra kh\u1ea3 n\u0103ng thu th\u1eadp d\u1eef li\u1ec7u v\u1ecb tr\u00ed ch\u00ednh x\u00e1c v\u00e0 theo th\u1eddi gian th\u1ef1c.<\/p>\n

    Th\u1eadp ni\u00ean 1990: GIS b\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean Internet<\/strong><\/p>\n

    S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a Internet v\u00e0 c\u00f4ng ngh\u1ec7 web \u0111\u00e3 gi\u00fap GIS tho\u00e1t kh\u1ecfi gi\u1edbi h\u1ea1n ph\u1ea7n m\u1ec1m \u0111\u1ed9c l\u1eadp, tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng chia s\u1ebb v\u00e0 truy c\u1eadp th\u00f4ng tin kh\u00f4ng gian tr\u1ef1c tuy\u1ebfn. ArcGIS \u2013 ph\u1ea7n m\u1ec1m GIS n\u1ed5i b\u1eadt c\u1ee7a Esri \u2013 ra \u0111\u1eddi v\u00e0 nhanh ch\u00f3ng tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 th\u1ed1ng l\u0129nh to\u00e0n c\u1ea7u.<\/p>\n

    2000 \u2013 Hi\u1ec7n t\u1ea1i: GIS th\u00f4ng minh \u2013 k\u1ebft n\u1ed1i \u2013 th\u1eddi gian th\u1ef1c<\/strong><\/p>\n

    Ng\u00e0y nay, GIS kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 b\u1ea3n \u0111\u1ed3 s\u1ed1 m\u00e0 \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh m\u1ed9t h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 \u0111a n\u1ec1n t\u1ea3ng, t\u00edch h\u1ee3p:<\/p>\n

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    • Cloud GIS (GIS \u0111\u00e1m m\u00e2y)<\/li>\n
    • Mobile GIS (\u1ee9ng d\u1ee5ng tr\u00ean thi\u1ebft b\u1ecb di \u0111\u1ed9ng)<\/li>\n
    • AI v\u00e0 Machine Learning trong ph\u00e2n t\u00edch kh\u00f4ng gian<\/li>\n
    • D\u1eef li\u1ec7u l\u1edbn (Big Data) v\u00e0 IoT ph\u1ee5c v\u1ee5 qu\u1ea3n l\u00fd \u0111\u00f4 th\u1ecb th\u00f4ng minh<\/li>\n<\/ul>\n

      GIS hi\u1ec7n di\u1ec7n trong m\u1ecdi l\u0129nh v\u1ef1c t\u1eeb quy ho\u1ea1ch \u0111\u00f4 th\u1ecb, giao th\u00f4ng, b\u1ea5t \u0111\u1ed9ng s\u1ea3n \u0111\u1ebfn y t\u1ebf, gi\u00e1o d\u1ee5c v\u00e0 ph\u00f2ng ch\u1ed1ng thi\u00ean tai.<\/p>\n

      \u1ee8ng d\u1ee5ng GIS trong quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh<\/strong><\/h2>\n

      Trong k\u1ef7 nguy\u00ean \u0111\u00f4 th\u1ecb h\u00f3a g\u1eafn li\u1ec1n v\u1edbi c\u00f4ng ngh\u1ec7, h\u1ec7 th\u1ed1ng GIS <\/strong>(Geographic Information System) kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 b\u1ea3n \u0111\u1ed3 s\u1ed1, m\u00e0 c\u00f2n l\u00e0 n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i gi\u00fap c\u00e1c \u0111\u00f4 th\u1ecb v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch th\u00f4ng minh, b\u1ec1n v\u1eefng v\u00e0 c\u00f3 t\u1ea7m nh\u00ecn d\u00e0i h\u1ea1n. GIS gi\u00fap chuy\u1ec3n h\u00f3a d\u1eef li\u1ec7u \u0111\u1ecba l\u00fd ph\u1ee9c t\u1ea1p th\u00e0nh nh\u1eefng quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c trong quy ho\u1ea1ch s\u1eed d\u1ee5ng \u0111\u1ea5t, ph\u00e1t tri\u1ec3n h\u1ea1 t\u1ea7ng, b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng v\u00e0 qu\u1ea3n l\u00fd d\u00e2n c\u01b0.<\/p>\n

      D\u01b0\u1edbi \u0111\u00e2y l\u00e0 nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a GIS trong qu\u00e1 tr\u00ecnh l\u1eadp v\u00e0 tri\u1ec3n khai quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh:<\/p>\n

      H\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch v\u00e0 l\u1eadp quy ho\u1ea1ch s\u1eed d\u1ee5ng \u0111\u1ea5t<\/strong><\/h3>\n

      GIS cho ph\u00e9p t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch nhi\u1ec1u l\u1edbp d\u1eef li\u1ec7u nh\u01b0 \u0111\u1ecba h\u00ecnh, d\u00e2n c\u01b0, hi\u1ec7n tr\u1ea1ng h\u1ea1 t\u1ea7ng, h\u1ec7 sinh th\u00e1i\u2026 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u1ee9c n\u0103ng ph\u00f9 h\u1ee3p cho t\u1eebng khu v\u1ef1c: nh\u00e0 \u1edf, th\u01b0\u01a1ng m\u1ea1i, c\u00f4ng vi\u00ean, c\u00f4ng nghi\u1ec7p, b\u1ea3o t\u1ed3n sinh th\u00e1i\u2026 Nh\u1edd \u0111\u00f3, quy ho\u1ea1ch \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u theo d\u1eef li\u1ec7u th\u1ef1c t\u1ebf, tr\u00e1nh xung \u0111\u1ed9t ch\u1ee9c n\u0103ng s\u1eed d\u1ee5ng \u0111\u1ea5t.<\/p>\n

      Qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt \u0111\u00f4 th\u1ecb hi\u1ec7u qu\u1ea3<\/strong><\/h3>\n

      T\u1eeb h\u1ec7 th\u1ed1ng giao th\u00f4ng, \u0111i\u1ec7n, n\u01b0\u1edbc, tho\u00e1t n\u01b0\u1edbc, vi\u1ec5n th\u00f4ng\u2026 \u0111\u1ec1u c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 c\u1eadp nh\u1eadt li\u00ean t\u1ee5c tr\u00ean GIS. Vi\u1ec7c n\u00e0y gi\u00fap:<\/p>\n

        \n
      • Theo d\u00f5i t\u00ecnh tr\u1ea1ng h\u1ea1 t\u1ea7ng theo th\u1eddi gian th\u1ef1c<\/li>\n
      • Ph\u00e2n t\u00edch c\u00e1c \u0111i\u1ec3m ngh\u1ebdn \u0111\u1ec3 n\u00e2ng c\u1ea5p, b\u1ea3o tr\u00ec<\/li>\n
      • T\u1ed1i \u01b0u chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec h\u1ea1 t\u1ea7ng<\/li>\n<\/ul>\n
        \"\"
        \u1ee8ng d\u1ee5ng GIS trong quy ho\u1ea1ch \u0111\u00f4 th\u1ecb th\u00f4ng minh<\/figcaption><\/figure>\n

        D\u1ef1 b\u00e1o ph\u00e1t tri\u1ec3n d\u00e2n c\u01b0 v\u00e0 m\u1edf r\u1ed9ng \u0111\u00f4 th\u1ecb<\/strong><\/h3>\n

        GIS t\u00edch h\u1ee3p c\u00e1c d\u1eef li\u1ec7u t\u0103ng tr\u01b0\u1edfng d\u00e2n s\u1ed1, m\u1eadt \u0111\u1ed9 x\u00e2y d\u1ef1ng, nhu c\u1ea7u giao th\u00f4ng\u2026 \u0111\u1ec3 m\u00f4 ph\u1ecfng k\u1ecbch b\u1ea3n ph\u00e1t tri\u1ec3n \u0111\u00f4 th\u1ecb trong t\u01b0\u01a1ng lai. Qua \u0111\u00f3 gi\u00fap nh\u00e0 qu\u1ea3n l\u00fd:<\/p>\n

          \n
        • L\u1eadp k\u1ebf ho\u1ea1ch m\u1edf r\u1ed9ng \u0111\u00f4 th\u1ecb h\u1ee3p l\u00fd<\/li>\n
        • H\u1ea1n ch\u1ebf ph\u00e1t tri\u1ec3n t\u1ef1 ph\u00e1t<\/li>\n
        • B\u1ed1 tr\u00ed h\u1ee3p l\u00fd c\u00e1c ti\u1ec7n \u00edch c\u00f4ng c\u1ed9ng (tr\u01b0\u1eddng h\u1ecdc, b\u1ec7nh vi\u1ec7n, c\u00f4ng vi\u00ean\u2026)<\/li>\n<\/ul>\n

          Theo d\u00f5i m\u00f4i tr\u01b0\u1eddng v\u00e0 \u1ee9ng ph\u00f3 bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu<\/strong><\/h3>\n

          GIS \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd c\u00e1c y\u1ebfu t\u1ed1 m\u00f4i tr\u01b0\u1eddng nh\u01b0:<\/p>\n

            \n
          • Ch\u1ea5t l\u01b0\u1ee3ng kh\u00f4ng kh\u00ed, ti\u1ebfng \u1ed3n, r\u00e1c th\u1ea3i<\/li>\n
          • C\u1ea3nh b\u00e1o s\u1edbm l\u0169 l\u1ee5t, s\u1ea1t l\u1edf, h\u1ea1n h\u00e1n<\/li>\n
          • Theo d\u00f5i \u0111\u1ed9 che ph\u1ee7 c\u00e2y xanh, b\u1ea3o t\u1ed3n t\u00e0i nguy\u00ean n\u01b0\u1edbc<\/li>\n<\/ul>\n

            Nh\u1edd kh\u1ea3 n\u0103ng x\u1eed l\u00fd d\u1eef li\u1ec7u kh\u00f4ng gian l\u1edbn, GIS gi\u00fap c\u00e1c th\u00e0nh ph\u1ed1 ch\u1ee7 \u0111\u1ed9ng \u1ee9ng ph\u00f3 v\u1edbi bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu v\u00e0 thi\u00ean tai ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p.<\/p>\n

            N\u00e2ng cao t\u00ednh minh b\u1ea1ch v\u00e0 s\u1ef1 tham gia c\u1ee7a c\u1ed9ng \u0111\u1ed3ng<\/strong><\/h3>\n

            C\u00e1c n\u1ec1n t\u1ea3ng b\u1ea3n \u0111\u1ed3 s\u1ed1 t\u00edch h\u1ee3p GIS gi\u00fap ng\u01b0\u1eddi d\u00e2n d\u1ec5 d\u00e0ng:<\/p>\n