{"id":27822,"date":"2023-05-05T09:50:00","date_gmt":"2023-05-05T12:50:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=27822"},"modified":"2023-05-16T08:55:40","modified_gmt":"2023-05-16T11:55:40","slug":"what-is-geospatial-analysis","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/lv\/kas-ir-geotelpiska-analize\/","title":{"rendered":"Kas ir \u0123eotelpisk\u0101 anal\u012bze? Pl\u0101ns pirms faktisk\u0101 pl\u0101na"},"content":{"rendered":"

Pl\u0101nojot \u0113kas izk\u0101rtojumu vai izstr\u0101d\u0101jot av\u0101rijas r\u012bc\u012bbas pl\u0101nu, ir \u013coti svar\u012bgi zin\u0101t vietas \u0123eogr\u0101fisko atra\u0161an\u0101s vietu. Liel\u0101k\u0101 da\u013ca cilv\u0113ku nepiev\u0113r\u0161 uzman\u012bbu apk\u0101rtnei, bet koncentr\u0113jas tikai uz \u0113ku un t\u0101s infrastrukt\u016bru. Tas ir iemesls, k\u0101p\u0113c p\u0113d\u0113j\u0101 laik\u0101 ir vair\u0101k \u0113ku sabrukumu, jo pl\u0101not\u0101js nav \u0146\u0113mis v\u0113r\u0101 atra\u0161an\u0101s vietu.<\/p>\n\n\n\n

\u0160o \u0123eogr\u0101fisko datu p\u0101rbaudes par\u0101d\u012bbu pirms pl\u0101no\u0161anas sauc par \u0123eotelpisko anal\u012bzi. T\u0101 ir tehnisk\u0101ka un ietver statistikas datus un anal\u012bzi, kas pal\u012bdz izstr\u0101d\u0101t pl\u0101nu. \u0160aj\u0101 rakst\u0101 m\u0113s s\u012bk\u0101k uzzin\u0101sim par kas ir \u0123eotelpisk\u0101 anal\u012bze<\/strong>, t\u0101s m\u0113r\u0137i, priek\u0161roc\u012bbas un probl\u0113mas, un m\u0113s ceram, ka tas pal\u012bdz\u0113s jums no \u0161\u012b br\u012b\u017ea g\u016bt skaidru priek\u0161statu par \u0123eotelpisko telpu.<\/p>\n\n\n\n

Kas ir \u0123eotelpisk\u0101 anal\u012bze?<\/h2>\n\n\n\n

\u0122eotelpisk\u0101 anal\u012bze ir anal\u012bzes veids, kur\u0101 izmanto datus, kas saist\u012bti ar konkr\u0113tu vietu vai \u0123eogr\u0101fisko apgabalu. To sauc ar\u012b par \u0123eogr\u0101fisko datu anal\u012bzi, kur\u0101 izmanto re\u0101llaika \u0123eogr\u0101fiskos datus un kas pal\u012bdz l\u0113mumu pie\u0146em\u0161anas proces\u0101. <\/p>\n\n\n\n

\u0122eotelpisk\u0101 anal\u012bze ietver \u0123eogr\u0101fisko datu v\u0101k\u0161anu, att\u0113lo\u0161anu, apstr\u0101di un interpret\u0101ciju, lai atkl\u0101tu mode\u013cus, tendences un atzi\u0146as, kas var noder\u0113t l\u0113mumu pie\u0146em\u0161anas procesos. \u0122eotelpisk\u0101 anal\u012bze apvieno \u0123eogr\u0101fisk\u0101s inform\u0101cijas sist\u0113mas (GIS) tehnolo\u0123iju ar statistikas un telpisk\u0101s anal\u012bzes r\u012bkiem, lai var\u0113tu izp\u0113t\u012bt telpisko saist\u012bbu starp da\u017e\u0101d\u0101m datu kop\u0101m. <\/p>\n\n\n\n

\u0122eotelpisk\u0101 anal\u012bze ir pla\u0161i pielietojama, tostarp pils\u0113tpl\u0101no\u0161an\u0101, vides p\u0101rvald\u012bb\u0101, dabas resursu p\u0101rvald\u012bb\u0101, \u0101rk\u0101rtas situ\u0101ciju rea\u0123\u0113\u0161anas pl\u0101no\u0161an\u0101, uz\u0146\u0113mumu atra\u0161an\u0101s vietas pl\u0101no\u0161an\u0101 un daudz\u0101s cit\u0101s jom\u0101s. <\/p>\n\n\n\n

Tas var ietvert t\u0101du datu anal\u012bzi k\u0101 zemes izmanto\u0161ana, iedz\u012bvot\u0101ju bl\u012bvums, topogr\u0101fija, laikapst\u0101k\u013cu mode\u013ci un infrastrukt\u016bra. Anal\u012bzi var veikt viet\u0113j\u0101, re\u0123ion\u0101l\u0101 vai glob\u0101l\u0101 m\u0113rog\u0101, un t\u0101 var b\u016bt da\u017e\u0101da sare\u017e\u0123\u012bt\u012bbas pak\u0101pes atkar\u012bb\u0101 no datu veida un paredz\u0113t\u0101 anal\u012bzes izmantojuma.<\/p>\n\n\n\n

Kas ir \u0123eotelpisk\u0101s tehnolo\u0123ijas?<\/h2>\n\n\n\n

\u0122eotelpisk\u0101s tehnolo\u0123ijas attiecas uz \u0123eogr\u0101fisko inform\u0101cijas sist\u0113mu (\u0122IS), att\u0101l\u0101s izp\u0113tes, glob\u0101l\u0101s pozicion\u0113\u0161anas sist\u0113mu (GPS) un citu \u0123eotelpisko datu un r\u012bku izmanto\u0161anu, lai ieg\u016btu, analiz\u0113tu un vizualiz\u0113tu inform\u0101ciju par Zemes virsmas fiziskaj\u0101m iez\u012bm\u0113m un \u012bpa\u0161\u012bb\u0101m.<\/p>\n\n\n\n

\u0122IS ir \u0123eotelpisk\u0101s tehnolo\u0123ijas pamats, kas nodro\u0161ina pamatu \u0123eotelpisko datu organiz\u0113\u0161anai, anal\u012bzei un att\u0113lo\u0161anai. Lai ieg\u016btu augstas iz\u0161\u0137irtsp\u0113jas datus par Zemes virsmu, izmanto att\u0101l\u0101s izp\u0113tes tehnolo\u0123ijas, piem\u0113ram, satel\u012btatt\u0113lus, LiDAR un aerofotograf\u0113\u0161anu. <\/p>\n\n\n\n

GPS tehnolo\u0123iju izmanto, lai fiks\u0113tu un saglab\u0101tu objektu vai cilv\u0113ku atra\u0161an\u0101s vietu un p\u0101rvieto\u0161anos, vienlaikus nodro\u0161inot atskaites punktu \u0123eotelpiskai anal\u012bzei.<\/p>\n\n\n\n

Kop\u0101 \u0161\u012bs tehnolo\u0123ijas un datu avoti \u013cauj \u0123eotelpisko datu anal\u012bti\u0137iem un speci\u0101listiem izprast un interpret\u0113t sare\u017e\u0123\u012btus \u0123eogr\u0101fiskos mode\u013cus un attiec\u012bbas, piem\u0113ram, zemes izmanto\u0161anu, vides faktorus, dabas resursus un iedz\u012bvot\u0101ju demogr\u0101fiju.<\/p>\n\n\n\n

 K\u0101 re\u0101laj\u0101 laik\u0101 tiek izmantota \u0123eotelpisk\u0101 anal\u012bze?<\/h2>\n\n\n\n

\u0122eotelpisko datu anal\u012bzi izmanto da\u017e\u0101d\u0101s jom\u0101s, lai analiz\u0113tu un interpret\u0113tu datus, pamatojoties uz to \u0123eogr\u0101fisko atra\u0161an\u0101s vietu. \u0160eit ir sniegti asto\u0146i \u0123eotelpisk\u0101s anal\u012bzes piem\u0113ri, k\u0101 \u0123eotelpisko datu anal\u012bze tiek izmantota re\u0101laj\u0101 dz\u012bv\u0113: <\/p>\n\n\n\n

    \n
  1. Pils\u0113tpl\u0101no\u0161ana<\/li>\n<\/ol>\n\n\n\n

    \u0122eotelpisko datu anal\u012bzi izmanto, lai analiz\u0113tu un izprastu iedz\u012bvot\u0101ju, infrastrukt\u016bras un zemes izmanto\u0161anas telpisko sadal\u012bjumu pils\u0113t\u0101s. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t pils\u0113tpl\u0101not\u0101jiem pie\u0146emt pamatotus l\u0113mumus par pils\u0113tas pl\u0101no\u0161anu un att\u012bst\u012bbu.<\/p>\n\n\n\n

    Lasiet ar\u012b:<\/strong> Pils\u0113tas skait\u013co\u0161ana: Lielpils\u0113tu lielo izaicin\u0101jumu risin\u0101\u0161ana<\/a><\/p>\n\n\n\n

      \n
    1.  Dabas resursu p\u0101rvald\u012bba<\/li>\n<\/ol>\n\n\n\n

      \u0122eotelpisko datu anal\u012bzi izmanto, lai uzraudz\u012btu un p\u0101rvald\u012btu dabas resursus, piem\u0113ram, me\u017eus, \u016bdensce\u013cus un zivsaimniec\u012bbu. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t resursu apsaimniekot\u0101jiem pie\u0146emt pamatotus l\u0113mumus par \u0161o resursu saglab\u0101\u0161anu un ilgtsp\u0113j\u012bgu p\u0101rvald\u012bbu.<\/p>\n\n\n\n

        \n
      1.  Vides p\u0101rvald\u012bba<\/li>\n<\/ol>\n\n\n\n

        \u0122eotelpisko datu anal\u012bze tiek izmantota, lai uzraudz\u012btu un nov\u0113rt\u0113tu pies\u0101r\u0146ojuma l\u012bmeni un citus vides apdraud\u0113jumus. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t vides apsaimniekot\u0101jiem pie\u0146emt pamatotus l\u0113mumus par vides probl\u0113mu san\u0101ciju un nov\u0113r\u0161anu.<\/p>\n\n\n\n

          \n
        1. \u0100rk\u0101rtas rea\u0123\u0113\u0161anas pas\u0101kumu pl\u0101no\u0161ana<\/li>\n<\/ol>\n\n\n\n

          \u0122eotelpisko datu anal\u012bzi izmanto, lai kart\u0113tu un analiz\u0113tu av\u0101rijas rea\u0123\u0113\u0161anas resursus, piem\u0113ram, ugunsdz\u0113s\u0113ju stacijas, slimn\u012bcas un evaku\u0101cijas mar\u0161rutus. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t \u0101rk\u0101rtas situ\u0101ciju pl\u0101not\u0101jiem pie\u0146emt pamatotus l\u0113mumus par \u0101rk\u0101rtas situ\u0101ciju rea\u0123\u0113\u0161anas pl\u0101no\u0161anu.<\/p>\n\n\n\n

            \n
          1. Lauksaimniec\u012bba<\/li>\n<\/ol>\n\n\n\n

            \u0122eotelpisko datu anal\u012bze tiek izmantota, lai analiz\u0113tu augsnes kvalit\u0101ti, ra\u017eas un klimata datus. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t lauksaimniekiem pie\u0146emt pareizus l\u0113mumus par st\u0101d\u012b\u0161anu, m\u0113slo\u0161anu un ra\u017eas nov\u0101k\u0161anu.<\/p>\n\n\n\n

              \n
            1.  Transporta pl\u0101no\u0161ana<\/li>\n<\/ol>\n\n\n\n

              \u0122eotelpisko datu anal\u012bze tiek izmantota, lai analiz\u0113tu satiksmes mode\u013cus un transporta infrastrukt\u016bru. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t transporta pl\u0101not\u0101jiem pie\u0146emt \u0101trus l\u0113mumus par transporta sist\u0113mu projekt\u0113\u0161anu un b\u016bvniec\u012bbu.<\/p>\n\n\n\n

                \n
              1. Uz\u0146\u0113muma atra\u0161an\u0101s vietas pl\u0101no\u0161ana<\/li>\n<\/ol>\n\n\n\n

                \u0122eotelpisko datu anal\u012bze tiek izmantota, lai analiz\u0113tu klientu demogr\u0101fiju, tirgus piepras\u012bjumu un konkurentu atra\u0161an\u0101s vietas. \u0160is inform\u0101cija var pal\u012bdz\u0113t uz\u0146\u0113mumiem<\/a> pie\u0146emt pamatotus l\u0113mumus par to, kur atrasties un k\u0101 p\u0101rdot savus produktus un pakalpojumus.<\/p>\n\n\n\n

                  \n
                1. \u0122eolo\u0123ija un \u0123eofizika<\/li>\n<\/ol>\n\n\n\n

                  \u0122eotelpisko datu anal\u012bzi izmanto, lai kart\u0113tu un analiz\u0113tu \u0123eolo\u0123iskos elementus, piem\u0113ram, l\u016bzumu l\u012bnijas, miner\u0101lu atradnes un pazemes \u016bdens sl\u0101\u0146us. \u0160\u012b inform\u0101cija var pal\u012bdz\u0113t \u0123eologiem un \u0123eofizi\u0137iem pie\u0146emt l\u0113mumus par resursu ieguvi, apdraud\u0113jumu mazin\u0101\u0161anu un cit\u0101m \u0123eolo\u0123isk\u0101m darb\u012bb\u0101m.<\/p>\n\n\n\n

                  Kopum\u0101 \u0123eotelpisko datu anal\u012bze ir sp\u0113c\u012bgs instruments, ko var izmantot l\u0113mumu pie\u0146em\u0161an\u0101 da\u017e\u0101d\u0101s jom\u0101s.<\/p>\n\n\n\n

                  \u0122eotelpisk\u0101s anal\u012bzes priek\u0161roc\u012bbas<\/h2>\n\n\n\n

                  \u0122eotelpisko datu izmanto\u0161ana da\u017e\u0101d\u0101s jom\u0101s sniedz vair\u0101kas priek\u0161roc\u012bbas. \u0160eit ir da\u017ei no galvenajiem ieguvumiem: <\/p>\n\n\n\n