{"id":10889,"date":"2021-03-11T08:10:50","date_gmt":"2021-03-11T16:10:50","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=10889"},"modified":"2025-06-13T22:44:53","modified_gmt":"2025-06-14T05:44:53","slug":"geospatial-basics-spatial-databases-and-nosql-examples","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-basics-spatial-databases-and-nosql-examples\/","title":{"rendered":"\uacf5\uac04 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694? \uc9c0\ub9ac\uacf5\uac04 \uae30\ubcf8 \uc0ac\ud56d, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f NoSQL \uc608\uc81c"},"content":{"rendered":"<p>\uba87 \uac00\uc9c0 \uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130 \uac1c\ub150\uc5d0 \ub300\ud55c \uc774 \uac04\ub7b5\ud55c \uc18c\uac1c\uc5d0\uc11c\ub294 \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uacf5\uac04 \uc778\ub371\uc2f1, NoSQL\uc5d0\uc11c GeoJSON \ub370\uc774\ud130 \uc0ac\uc6a9\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<h2>\uacf5\uac04 \ub370\uc774\ud130\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p><strong>\uacf5\uac04 \ub370\uc774\ud130\ub294 \uc704\uce58 \uc778\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\ub9ac \uc815\ubcf4\ub97c \uc778\ucf54\ub529\ud558\ub294 \ub370\uc774\ud130 \uc720\ud615(\ud30c\uc77c, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uc6f9 \uc11c\ube44\uc2a4)\uc785\ub2c8\ub2e4.<\/strong><\/p>\n<p>15\ub144 \uc804 \uc6f9 \uae30\ubc18 \ub9e4\ud551\uc5d0 \uad00\ud55c \ucc45\uc744 \uc37c\uc744 \ub54c \ub3c5\uc790\ub4e4\uc740 \ub300\ubd80\ubd84 \uc0c8\ub85c\uc6b4 \uae30\uc220\uc744 \ubc30\uc6cc\uc57c \ud588\uc2b5\ub2c8\ub2e4. \uc9c0\ub9ac\ud559\uc790\ub294 \uae30\uc220\uc744 \ubc30\uc6cc\uc57c \ud588\uace0 \uac1c\ubc1c\uc790\ub294 \ub3c4\uba54\uc778\uc744 \ubc30\uc6cc\uc57c \ud588\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc6f9 \uc11c\ubc84, SQL \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \uc57d\uac04\uc758 PHP\uac00 \ud3ec\ud568\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uac00\uc7a5 \ud070 '\uc0c8\ub85c\uc6b4 \uac83'\uc740 <strong>\uacf5\uac04 \ub370\uc774\ud130<\/strong>. \uc624\ub298\ub0a0 \ub354 \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc9c0\ub9cc, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc790\ub294 \uc5ec\uc804\ud788 \uc774 \ub3c4\uba54\uc778\ubcc4 \uacf5\uac04 \ub370\uc774\ud130 \uc720\ud615\uc73c\ub85c \uc791\uc5c5\ud558\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc9c0\ub9ac \uc815\ubcf4 \uc2dc\uc2a4\ud15c(GIS)\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\uc9c0\ub3c4 \uc81c\uc791\uc740 \ubb38\uba85\ub9cc\ud07c\uc774\ub098 \uc624\ub798\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubc14\ub2e4\ub97c \uac74\ub108\ub294 \uac83\ubd80\ud130 \ub3c4\uc2dc\ub97c \uacc4\ud68d\ud558\ub294 \uac83\uae4c\uc9c0, \uc815\ubcf4\ub97c \uc218\uc9d1\ud558\uace0 \uc885\uc774\uc5d0 \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4*.<\/p>\n<p>\uc6b0\ub9ac\uac00 \ud14d\uc2a4\ud2b8\uc640 \uc22b\uc790\ub97c \ub514\uc9c0\ud138\ud654\ud55c \uac83\ucc98\ub7fc, \uc9c0\ub3c4 \uc81c\uc791\uc790\ub4e4\ub3c4 \uc810, \uc120, \ub2e4\uac01\ud615 \ub370\uc774\ud130\ub97c \ub514\uc9c0\ud138 \uc2dc\uc2a4\ud15c\uc5d0 \ub123\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub85c \uc778\ud574 <strong>\uc9c0\ub9ac \uc815\ubcf4 \uc2dc\uc2a4\ud15c(GIS) <\/strong>\ub3c4\uba54\uc778. \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc9c0\ub3c4\uc5d0 \uadf8\ub798\ud53d \ub808\uc774\uc5b4\ub85c \uadf8\ub9b4 \uc218 \uc788\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc9c0\ub9ac\uc801 \ud2b9\uc131\uacfc \uc704\uce58 \uad00\uacc4\ub3c4 \ubd84\uc11d\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc0b0\ub9bc \uad00\ub9ac, \ud1a0\uc9c0 \uc774\uc6a9 \uacc4\ud68d, \uad50\ud1b5, \uce21\ub7c9 \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_10899\" style=\"width: 910px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/03\/13254000.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10899\" class=\"size-large wp-image-10899\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/03\/13254000-1024x708.jpg\" alt=\"Geospatial Blueprint view of the lands of the Leland Stanford Jr. University, City of Palo Alto and Estate of Timothy Hopkins. \" width=\"900\" height=\"622\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-1024x708.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-300x207.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-768x531.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-1536x1062.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-20x14.jpg 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000-1320x913.jpg 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000.jpg 1553w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><p id=\"caption-attachment-10899\" class=\"wp-caption-text\">1900 \ub144 (\ucd94\uc815) C. O. Taylor\uc758 \uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559\uc9c0\ub3c4, \ucd9c\ucc98 : \uc2a4\ud0e0\ud3ec\ub4dc \ub300\ud559 <a href=\"https:\/\/DavidRumsey.com\">DavidRumsey.com<\/a> \ud56d\ubaa9 1345400.<\/p><\/div>\n<p>\ub2e4\uc74c\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <strong>\ubca1\ud130<\/strong> \ub370\uc774\ud130 \uc720\ud615\uc740 \ub370\uc774\ud130\uc758 \uc810(x, y, z \uc88c\ud45c)\uacfc \uc774\ub97c \uc5f0\uacb0\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ub9cc\ub4e4\uc5b4\uc9c0\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc810\uc744 \uc120\uc73c\ub85c \uc5f0\uacb0\ud558\uac70\ub098 \ub8e8\ud504\ub97c \ub2eb\uc544 \ub2e4\uac01\ud615 \uc601\uc5ed\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74\uc5d0 \ub798\uc2a4\ud130 \ub370\uc774\ud130\ub294 \uc704\uc131 \uc774\ubbf8\uc9c0, \uace0\ub3c4 \ubaa8\ub378 \ub4f1 \ud53d\uc140 \ud615\ud0dc\uc758 \ub514\uc9c0\ud138 \uac12 \uc774\ubbf8\uc9c0 \ub610\ub294 \uaca9\uc790\ub85c \ub9cc\ub4e4\uc5b4\uc9d1\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\ud615\uc758 \ub370\uc774\ud130\ub294 \uc774 \uae00\uc758 \ubc94\uc704\ub97c \ubc97\uc5b4\ub0a9\ub2c8\ub2e4.<\/p>\n<p><em>* \ubca0\uc774 \uc9c0\uc5ed \uc8fc\ubbfc\ub4e4\uc740 \ub2e4\uc74c\uc5d0\uc11c \uace0\ub300 \uc9c0\ub3c4\ub97c \ud655\uc778\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. <a href=\"https:\/\/www.davidrumsey.com\/\">\ub370\uc774\ube44\ub4dc \ub7fc\uc9c0 \uc9c0\ub3c4 \uceec\ub809\uc158 \uc628\ub77c\uc778<\/a> \uc5d0 \ubcf4\uad00 <a href=\"https:\/\/library.stanford.edu\/rumsey\">\ubb3c\ub9ac\uc801 \uc790\uc0b0\uc744 \ubcf4\uc720\ud55c \uc2a4\ud0e0\ud3ec\ub4dc<\/a><\/em><\/p>\n<h2>\uacf5\uac04\uc740 \ud2b9\ubcc4\ud588\uc2b5\ub2c8\ub2e4<\/h2>\n<p>\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc740 \uacf5\uac04 \uac1d\uccb4\ub97c \uc9c0\uc6d0\ud588\uc9c0\ub9cc \uc8fc\ub85c \uacf5\uac04 \ubd84\uc11d\uac00\ub4e4\uc774 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud2b9\uc218\ud55c \uc720\ud615\uc758 \ubca1\ud130 \ub370\uc774\ud130\uc640 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc0f \uc6f9 \uac1c\ubc1c\uc790\uc5d0\uac8c\ub294 \ub2e4\uc18c \ub09c\ud574\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\uc218 GIS \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \ud2b9\uc218 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub824\uba74 \ud2b9\ubcc4\ud55c \uc9c0\uc2dd\uc774 \uc788\uc5b4\uc57c \ud588\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ucd94\uac00 \ubd84\uc11d \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc5f0\uacb0\uc744 \uc704\ud574 \ub370\uc774\ud130\ub97c \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub85c\ub4dc\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubb3c\ub860 Google \uc9c0\ub3c4\uac00 \ub098\uc628 \ud6c4 \uc0ac\ub78c\ub4e4\uc774 \uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ub354 \ub9ce\uc774 \uc778\uc2dd\ud558\uae30 \uc2dc\uc791\ud588\uace0, \ud0c0\uc0ac \uc9c0\ub3c4 \ub370\uc774\ud130\ub97c \ud1b5\ud569\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ud2b8\ub80c\ub4dc\uac00 \ubc14\ub00c\uc5c8\uc9c0\ub9cc, \uc774\ub294 \ub610 \ub2e4\ub978 \uc774\uc57c\uae30\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\ub9ac\ud559\uc790\ub4e4\uc740 \uc77c\ubc18\uc801\uc73c\ub85c ESRI\uc758 \ub370\uc2a4\ud06c\ud1b1 \ub9e4\ud551 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec (\uc815\uc801) \uc9c0\ub3c4 \uc774\ubbf8\uc9c0\uc640 PDF\ub97c \ub9cc\ub4e4\uc5c8\uc2b5\ub2c8\ub2e4. (\ucd5c\uadfc\uc5d0\ub294 \ubb34\ub8cc \uc624\ud508 \uc18c\uc2a4\uc778 QGIS.org \ud504\ub85c\uc81d\ud2b8\uac00 \uc804 \uc138\uacc4\ub97c \uac15\ud0c0\ud588\uc2b5\ub2c8\ub2e4.) \ub610\ud55c \ud574\ub2f9 \ub370\uc774\ud130\ub97c \ub0b4\ubcf4\ub0b4 \uc644\uc804\ud788 \ub2e4\ub978 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc6f9 \uac1c\ubc1c\uc790\ub294 \ud574\ub2f9 \ub370\uc774\ud130\ub97c \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uac00\uc838\uc628 \ub2e4\uc74c \uc704\uce58 \uc778\uc2dd \uc6f9 \ub9e4\ud551 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uacc4\uce35\uc73c\ub85c \ucffc\ub9ac\ud558\uc5ec \uc0ac\uc6a9\uc790\ub97c \uc704\ud55c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div style=\"width: 1010px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.birdseyeviewgis.com\/blog\/\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/images.squarespace-cdn.com\/content\/v1\/589b8f25440243327fa7a23a\/1597440850659-DSJBMIDQH0VL434ABKOL\/ke17ZwdGBToddI8pDm48kGYXMeHC3uIeNgTMVv_IY30UqsxRUqqbr1mOJYKfIPR7LoDQ9mXPOjoJoqy81S2I8N_N4V1vUb5AoIIIbLZhVYxCRW4BPu10St3TBAUQYVKcRJvYESnmVc7MDQP09r8hwLs1nqv5pwk1QC5SNkueIfVOFkuz8wHlXkHMY_WaNu_9\/2020-08-10_171438.jpg\" alt=\"Map of vector data showing a normalized population distribution in QGIS\" width=\"1000\" height=\"430\" \/><\/a><p class=\"wp-caption-text\">QGIS\ub97c \ud1b5\ud55c \ubc14\uc774\ub7ec\uc2a4 \ubc0f \uc778\uad6c \ubd84\ud3ec \uc9c0\ub3c4 <a href=\"https:\/\/locatepress.com\/dq3\">\uc800\uc790 \ucee4\ud2b8 \uba58\ucf00<\/a>.<\/p><\/div>\n<h2>\uacf5\uac04(\uc9c0\ub9ac\uacf5\uac04) \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p><strong>'\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4'\ub77c\uace0\ub3c4 \ud558\ub294 \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uacf5\uac04 \ub370\uc774\ud130\ub77c\uace0 \ud558\ub294 \uc9c0\ub3c4 \uc81c\uc791 \uc815\ubcf4\uc758 \uc810, \uc120, \uba74\uc801\uc744 \ucea1\ucc98\ud558\uace0 \uc800\uc7a5\ud558\uae30 \uc704\ud574 \uad6c\ucd95\ub429\ub2c8\ub2e4.<\/strong> \uc774\ub7ec\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub9e4\uc6b0 \ud3c9\ubc94\ud558\uc9c0\ub9cc \ud544\ub4dc \uc911 \ud558\ub098\uc5d0 \ubc14\uc774\ub108\ub9ac \uac1d\uccb4(BLOB)\ub97c \ucc98\ub9ac\ud558\ub294 \ud655\uc7a5 \uae30\ub2a5\uc774 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. SQL Server, Oracle, PostgreSQL, Ingres, SQLite\uc5d0\ub294 \ubaa8\ub450 \uacf5\uac04 \uc560\ub4dc\uc628\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \uc591\uc774 \uc99d\uac00\ud558\uace0 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uac00 \ubcc0\ud654\ud568\uc5d0 \ub530\ub77c \ubb38\uc81c\ub294 \ub354\uc6b1 \ubcf5\uc7a1\ud574\uc84c\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc740 \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \uc0dd\uc0b0\ud558\uace0 \uacf5\uc720\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0 \ub370\uc774\ud130\uc5d0\uc11c \ub354 \ub9ce\uc740 \uc815\ubcf4\uc640 \uc9c0\uc2dd\uc744 \uc0dd\uc0b0\ud574\uc57c \ud55c\ub2e4\ub294 \uc555\ubc15\uc744 \ubc1b\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc0c1\ud638 \uc6b4\uc6a9\uc131\uacfc \ud6a8\uc728\uc131\uc5d0 \ub300\ud55c \uc694\uad6c\ub3c4 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub294 \ub2e4\ub978 \uc704\uce58 \uc778\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc9c0\ub3c4 \uc774\ubbf8\uc9c0\ub098 \uc6d0\uc2dc \ud45c \ud615\uc2dd \ub370\uc774\ud130\ub97c \uacf5\uc720\ud558\uae30 \uc704\ud55c \uc6f9\uc5d0 \ucd5c\uc801\ud654\ub41c \uc9c0\ub9ac\uacf5\uac04 \uc11c\ube44\uc2a4\uc758 \ud45c\uc900\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \uc81c\uacf5\ud588\uc2b5\ub2c8\ub2e4. ESRI\uc758 \ud30c\uc77c \uae30\ubc18 \ud615\uc2dd(<strong>\uc170\uc774\ud504 \ud30c\uc77c, \uc9c0\ub9ac \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/strong>)\uac00 \ub370\uc2a4\ud06c\ud1b1 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc778\uae30\uac00 \uc788\uc5c8\uc744 \ub54c \ub9ce\uc740 \uc6f9 \uac1c\ubc1c\uc790\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub370\uc774\ud130\ub97c \uc6d0\ud588\uc2b5\ub2c8\ub2e4. <strong>PostgreSQL<\/strong> \ub294 \uc218\ub144 \ub3d9\uc548 \uc120\ub3c4\uc801\uc778 \uc624\ud508 \uc18c\uc2a4 \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uc0ac\uc6a9\ub418\uc5b4 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130\uac00 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ub418\uba74 \uac1c\ubc1c\uc790\ub294 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ub354 \uc798 \uc81c\uc5b4\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc810\uc810 \ub354 \ub9ce\uc740 <strong>\uacf5\uac04 \ubd84\uc11d\uac00<\/strong> \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc2dc\uc2a4\ud15c\uc758 \uacf5\uac04 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uae30 \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>GeoJSON\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p>\uc6f9\uc0c1\uc758 \uacf5\uac04 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uae30\uc220 \ud45c\uc900\uc774 \ub354\uc6b1 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uac1c\ubc1c\uc790\ub4e4\uc740 \uc9c0\ub9ac\uc801 \uc778\ucf54\ub529 \ud45c\uc900\uc774 \ub0b4\uc7a5\ub41c JSON(JavaScript \uac1d\uccb4 \ud45c\uae30\ubc95) \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. <strong>GeoJSON<\/strong> \ub294 \ubca1\ud130 \ud3ec\uc778\ud2b8, \uc120, \ub2e4\uac01\ud615\uc744 \uc815\uc758\ud558\uae30 \uc704\ud574 \uc810\uc758 \uc88c\ud45c \uc30d\uacfc \ud568\uaed8 \uc18d\uc131 \ub370\uc774\ud130 \ud544\ub4dc\ub97c \ubcf4\uc720\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uac1c\uc758 \uc784\ubca0\ub514\ub4dc \uac1d\uccb4, \ubaa9\ub85d, \ud0a4\/\uac12 \ub9e4\ud551\uc744 \ud5c8\uc6a9\ud558\ub294 JSON\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uc774 \ub370\uc774\ud130\ub294 \uc9c0\ub9ac \ub370\uc774\ud130\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 \ub450 \uac1c\uc758 \uc18d\uc131 \ub370\uc774\ud130 \ud544\ub4dc\uac00 \uc788\ub294 \uae30\ubcf8 \ub77c\uc778\uc758 \uc0d8\ud50c\uc785\ub2c8\ub2e4:<\/p>\n<pre>      <span class=\"s2\">\"type\"<\/span><span class=\"o\">:<\/span> <span class=\"s2\">\"\uae30\ub2a5\"<\/span><span class=\"p\">,<\/span>\r\n      <span class=\"s2\">\"\uc9c0\uc624\uba54\ud2b8\ub9ac\"<\/span><span class=\"o\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s2\">\"type\"<\/span><span class=\"o\">:<\/span> <span class=\"s2\">\"LineString\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s2\">\"\uc88c\ud45c\"<\/span><span class=\"o\">:<\/span> <span class=\"p\">[<\/span>\r\n          <span class=\"p\">[-<\/span><span class=\"mf\">121.0<\/span><span class=\"p\">,<\/span> 49<span class=\"mf\">.0<\/span><span class=\"p\">],<\/span> <span class=\"p\">[-<\/span><span class=\"mf\">103.0<\/span><span class=\"p\">,<\/span> 52<span class=\"mf\">.0<\/span><span class=\"p\">],<\/span> <span class=\"p\">[45<\/span><span class=\"mf\">.0<\/span><span class=\"p\">,<\/span> 51<span class=\"mf\">.0<\/span><span class=\"p\">],<\/span> <span class=\"p\">[<\/span><span class=\"mf\">10.0<\/span><span class=\"p\">,<\/span> 46<span class=\"mf\">.0<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"p\">]<\/span>\r\n      <span class=\"p\">},<\/span>\r\n      <span class=\"s2\">\"\uc18d\uc131\"<\/span><span class=\"o\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"s2\">\"type\"<\/span><span class=\"o\">:<\/span> <span class=\"s2\">\"flightpath\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"s2\">\"\uac70\ub9ac\"<\/span><span class=\"o\">:<\/span> 3400<span class=\"mf\">0.0<\/span>\r\n      <span class=\"p\">}<\/span>\r\n<\/pre>\n<p>\uac1c\ubc1c\uc790\ub4e4\uc740 JSON\uc774 \ud50c\ub7ab \ud30c\uc77c\uc774\ub098 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc774\ub77c\ub294 \uac83\uc744 \uc54c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc694\uccad\uc744 \ubc1b\uc73c\uba74 \uacf5\uac04 DB\ub294 \ud14c\uc774\ube14 \ud615\uc2dd\uc5d0\uc11c JSON\uc73c\ub85c \ubcc0\ud658\ud55c \ud6c4 \uc774\ub97c \uc18c\ube44\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uc804\uc1a1\ud569\ub2c8\ub2e4.<\/p>\n<h2>NoSQL \uc815\ub82c<\/h2>\n<p>\uc88b\uc740 \uc810\uc740 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/why-nosql\/\">NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/a> \ub294 JSON\uc744 \uc9c1\uc811 \uc0ac\uc6a9\ud558\ub3c4\ub85d \ub9cc\ub4e4\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc81c\uac00 \uac00\uc7a5 \uc775\uc219\ud55c Couchbase\uc758 \uacbd\uc6b0, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc77c\ubd80\ub85c \uc5c4\uaca9\ud55c \ud14c\uc774\ube14 \uad6c\uc870\uc758 \uc2a4\ud0a4\ub9c8 \uc720\ud6a8\uc131 \uac80\uc0ac\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \uc720\uc5f0\ud55c \uc2a4\ud0a4\ub9c8\ub294 \ubcf4\ub108\uc2a4\uc774\uae30\ub3c4 \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud2b9\ud788 \ub370\uc774\ud130 \uc720\ud615\uacfc \uc2a4\ud0a4\ub9c8\uac00 \ubcc0\uacbd\ub420 \uc218 \uc788\ub294 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551 \ub2e8\uacc4\uc5d0\uc11c \ud544\uc694\uc5d0 \ub530\ub77c \uc27d\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubaa8\ub4e0 \uacf5\uac04 \ub370\uc774\ud130\uac00 \ud45c \ud615\uc2dd\uc73c\ub85c \ub418\uc5b4 \uc788\ub294 \uac83\uc740 \uc544\ub2c8\uba70, \uadf8\ub807\uac8c \ud558\ub294 \uac83\uc774 \ud569\ub9ac\uc801\uc77c \uc218\ub3c4 \uc5c6\ub294\ub370 \uad73\uc774 \uadf8\ub807\uac8c \ud574\uc57c \ud560 \uc774\uc720\uac00 \uc788\uc744\uae4c\uc694? \uc608\ub97c \ub4e4\uc5b4, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0ac\uc6a9\uc790 \ud504\ub85c\ud544\uc5d0\ub294 \uc8fc\uc18c\uac00 \uc120\ud0dd\uc801 \uac1d\uccb4\uc778 \uacc4\uce35\ud615 \ub370\uc774\ud130\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-structures-for-nosql-applications-in-couchbase-7-0\/\">NoSQL \ub370\uc774\ud130 \ubaa8\ub378<\/a>. \ub610\ub294 \uc5ec\ub7ec \uac1c\uc758 \uc804\ud654\ubc88\ud638\ub97c \uac00\uc9c8 \uc218 \uc788\ub294 \uc635\uc158\uc774 \uc788\uc9c0\ub9cc \ubaa8\ub4e0 \uc0ac\ub78c\uc774 \uc804\ud654\ubc88\ud638\ub97c \uac00\uc9c0\uace0 \uc788\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacbd\uc6b0 \ub9cc\uc77c\uc744 \ub300\ube44\ud558\uc5ec \ud14c\uc774\ube14\uc5d0 \ube48 \uc5f4\uc744 \uc720\uc9c0\ud558\uace0 \uc2f6\uc9c0 \uc54a\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uacf5\uac04 \ub370\uc774\ud130\ub97c \uc88c\ud45c \ubaa9\ub85d\uc774 \uc788\ub294 \ub610 \ub2e4\ub978 \uac1d\uccb4\ub85c \uc0dd\uac01\ud558\uae30 \uc2dc\uc791\ud558\uba74 NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uc5bc\ub9c8\ub098 \uc798 \ub9de\ub294\uc9c0 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubd84\uc0b0 \ucef4\ud4e8\ud305\uc758 \ud2b9\uc131\uc778 NoSQL\uc740 \uae4c\ub2e4\ub85c\uc6b4 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uae30 \ub54c\ubb38\uc5d0 \uc9c0\ub9ac\uacf5\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \ub54c \ud56d\uc0c1 \uace0\uae09\uc2a4\ub7ec\uc6c0\uc744 \ub354\ud569\ub2c8\ub2e4. \ud074\ub7ec\uc2a4\ud130 \uae30\ubc18 \ucef4\ud4e8\ud305\uc744 \uc0ac\uc6a9\ud558\uba74 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uacf5\uac04 \ub370\uc774\ud130\uac00 \uc99d\uac00\ud558\uace0 \ud544\uc694\uc5d0 \ub530\ub77c \ub354 \ub9ce\uc740 \ucffc\ub9ac \ub9ac\uc18c\uc2a4\ub97c \uc27d\uac8c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc774\uc720\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/why-nosql\/\">\uae30\uc5c5\uc774 NoSQL \ub370\uc774\ud130\ub97c \uc120\ud0dd\ud558\ub294 \uc774\uc720<\/a> \ud50c\ub7ab\ud3fc.<\/p>\n<h2 style=\"margin-bottom: 43.3958px\">\uc9c0\ub9ac\uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uae30\ub2a5<\/h2>\n<h3>\uc9c0\ub3c4 \uadf8\ub9ac\uae30<\/h3>\n<p>\uac1c\ubc1c\uc790\uac00 \uacf5\uac04 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud558\ub294 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uae30\ub2a5\uc740 \uc628\ub77c\uc778, \ubaa8\ubc14\uc77c \uc571 \ub610\ub294 \ub370\uc2a4\ud06c\ud1b1\uc5d0\uc11c \uc9c0\ub3c4\ub97c \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \uba87 \uac00\uc9c0 \ud615\ud0dc\ub97c \ucde8\ud560 \uc218 \uc788\uc9c0\ub9cc \uc8fc\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc0ac\uc6a9\uc790\ub97c \uc704\ud574 \ub80c\ub354\ub9c1\ud558\ub294 \ud2b9\uc815 \ubb38\uc11c \uc138\ud2b8\uc5d0 \ub300\ud55c \uc694\uccad\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\ub3c4 \ub80c\ub354\ub9c1\uc740 \uadf8 \uc790\uccb4\ub85c \uace0\uc720\ud55c \uc601\uc5ed\uc774\uc9c0\ub9cc, \uc774\ub97c \uc9c0\uc6d0\ud558\ub294 \ub300\ubd80\ubd84\uc758 \uc628\ub77c\uc778 API(\uc608: MapBox, Leaflet)\uc5d0\ub294 \uc0ac\uc6a9\uc790\uac00 \ube60\ub974\uac8c \uc2e4\ud589\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uae30\ubcf8\uac12\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc194\uc9c1\ud788 \ub300\ubd80\ubd84\uc758 \uc628\ub77c\uc778 \uc9c0\ub3c4\ub294 \uc774\ubbf8\uc9c0 \uc704\uc5d0 \uba87 \uac1c\uc758 \ud3ec\uc778\ud2b8 \ub9c8\ucee4\ub9cc \ud45c\uc2dc\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774\uac83\uc740 \uc9c0\ub3c4 \ub370\uc774\ud130\uc758 \ud55c \uac00\uc9c0 \uc0ac\uc6a9 \uc0ac\ub840\uc774\uae30\ub294 \ud558\uc9c0\ub9cc \uc2e4\uc81c\ub85c GIS \uc0ac\uc6a9\uc790\uac00 \ubd84\uc11d\uc744 \uc218\ud589\ud560 \ub54c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>\uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub2e8\uc21c\ud788 \ubb38\uc11c \uc9d1\ud569\uc744 \uc694\uccad\ud558\ub294 \uac83 \uc678\uc5d0\ub3c4 \ucffc\ub9ac\ub97c \uae30\ubc18\uc73c\ub85c \ud2b9\uc815 \uae30\ub2a5\/\ubb38\uc11c\ub97c \ud544\ud130\ub9c1\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ub2f9\uc5f0\ud788 WHERE \uc808\uc744 \uc81c\uacf5\ud558\ub294 SQL \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uba74 \uc774\ub97c \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ud2b9\uc815 \uc9c0\uc5ed\/\uad6c\uc5ed\uacfc \uac19\uc774 \ub370\uc774\ud130\ub97c \ud544\ud130\ub9c1\ud558\ub294 \ubcf4\ub2e4 \uace0\uae09 \uc9c0\ub9ac\uc801 \ubc29\ubc95\ub3c4 \uc788\ub294\ub370, \uc774\uc5d0 \ub300\ud574\uc11c\ub3c4 \ub2e4\ub904\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uacf5\uac04 \uc778\ub371\uc2f1<\/h3>\n<p>\uc9c0\ub3c4\ub97c \uadf8\ub9ac\uae30 \uc704\ud574 \uace0\uae09 \uacf5\uac04 \ud544\ud130\ub9c1\uc744 \uc218\ud589\ud558\uac70\ub098 \uacf5\uac04 \uc870\uc778(\uc9c0\uc5ed \ub0b4 \uc0c1\uc810\uacfc \uac19\uc774 \uac00\uae4c\uc6b4 \uc704\uce58\ub97c \uae30\uc900\uc73c\ub85c \ub808\ucf54\ub4dc\ub97c \uc870\uc778)\uc744 \uc218\ud589\ud558\ub824\uba74 \uc9c0\ub9ac \ub370\uc774\ud130\ub97c \uc0c9\uc778\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub2e4\ub978 \ud544\ub4dc\ub97c \uc0c9\uc778\ud558\ub294 \uac83\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc9c0\ub9ac\uacf5\uac04 \ud544\ub4dc \uc720\ud615\uc5d0 \ub300\ud55c \ud2b9\ubcc4\ud55c \uc0c9\uc778 \ubc29\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub370\uc774\ud130 \uc9d1\ud569\uc758 \uac01 \ud53c\ucc98\ub97c \uc911\uc2ec\uc73c\ub85c \uc9c1\uc0ac\uac01\ud615\uc744 \uacc4\uc0b0\ud558\uace0 \uc774\ub97c \ucffc\ub9ac\uc758 \ub300\ub7b5\uc801\uc778 \uc778\ub371\uc2a4\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ucd5c\uc18c \uacbd\uacc4 \uc0ac\uac01\ud615(MBR)\uc774\ub77c\uace0\ub3c4 \ud558\uba70, \uc77c\uc885\uc758 <a href=\"https:\/\/en.wikipedia.org\/wiki\/R-tree\">R-Tree \uc778\ub371\uc2a4<\/a> \ub3c4 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_10901\" style=\"width: 910px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/03\/qgis-map-bounding-boxes.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10901\" class=\"size-large wp-image-10901\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/03\/qgis-map-bounding-boxes-1024x508.png\" alt=\"spatial indexes shown in QGIS map\" width=\"900\" height=\"446\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/qgis-map-bounding-boxes-1024x508.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/qgis-map-bounding-boxes-300x149.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/qgis-map-bounding-boxes-768x381.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/qgis-map-bounding-boxes-20x10.png 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/qgis-map-bounding-boxes.png 1254w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><p id=\"caption-attachment-10901\" class=\"wp-caption-text\">QGIS\uc5d0 \ud45c\uc2dc\ub418\ub294 \uacf5\uac04 \uc778\ub371\uc2a4 \uacbd\uacc4 \uc0c1\uc790<\/p><\/div>\n<p>\uadf8\ub7f0 \ub2e4\uc74c \ub370\uc774\ud130\ub97c \ucffc\ub9ac\ud560 \ub54c \uc774\ub7ec\ud55c \uc778\ub371\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\ub978 \uc704\uce58\uc640 \uacb9\uce58\uac70\ub098 \uac70\ub9ac \ub0b4\uc5d0 \uc788\ub294 \uacf5\uac04\uc801 \ud2b9\uc9d5\uc744 \ucc3e\uc2b5\ub2c8\ub2e4. MBR\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b9\uc9d5\ub4e4\uc774 \uc11c\ub85c \uc5bc\ub9c8\ub098 \uac00\uae4c\uc6b4\uc9c0 \ud655\uc778\ud558\uc5ec \uc911\uc694\ud558\uc9c0 \uc54a\uc744 \ub9cc\ud07c \uac00\uae5d\uc9c0 \uc54a\uc740 \ud2b9\uc9d5\ub4e4\uc740 \ubb34\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4\ub294 \uacf5\uac04 \uc778\ub371\uc2a4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/full-text-search\/\">\uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9<\/a> \uc11c\ube44\uc2a4. \uc9c0\ub9ac\uc801 \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub41c \ud544\ub4dc\ub97c \uc9c0\uc815\ud558\uba74 \uc778\ub371\uc2a4\uac00 \uc5b4\ub5a4 \uc885\ub958\uc758 \uc778\ub371\uc2a4\ub97c \uc791\uc131\ud560\uc9c0 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ud6c4 \uc9c0\ub9ac\uc801 \uacf5\uac04 \uad6c\uc131 \uc694\uc18c\uac00 \ud3ec\ud568\ub41c \uac80\uc0c9 \uc694\uccad\uc740 \uc774\ub7ec\ud55c \uc778\ub371\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc9c0\ub9cc \uc0ac\uc6a9\uc790\uac00 \uc9c1\uc811 \ubcf4\uac70\ub098 \uc0c1\ud638\uc791\uc6a9\ud560 \ud544\uc694\ub294 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<div style=\"width: 941px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-queries-using-python-search-cities\/\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/i2.wp.com\/blog.couchbase.com\/wp-content\/uploads\/2018\/03\/image_1.png\" alt=\"Configuring a geopoint type in the Couchbase search web GUI. That field contains GeoJSON point data.\" width=\"931\" height=\"724\" \/><\/a><p class=\"wp-caption-text\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uac80\uc0c9 \uc6f9 GUI\uc5d0\uc11c \uc9c0\uc624\ud3ec\uc778\ud2b8 \uc720\ud615 \uad6c\uc131\ud558\uae30. 'geo' \ud544\ub4dc\uc5d0\ub294 GeoJSON \ud3ec\uc778\ud2b8 \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc0ac\uc6a9 \uc911\uc778 \ube14\ub85c\uadf8\ub97c \ubcf4\ub824\uba74 \ud074\ub9ad\ud558\uc138\uc694.<\/p><\/div>\n<h3>\uacf5\uac04 \ucffc\ub9ac \uc5b8\uc5b4<\/h3>\n<p>\ub9e4\ud551 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubcf4\uc774\uc9c0 \uc54a\ub294 \uacf3\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ubcf5\uc7a1\ud55c \uacf5\uac04 \ucffc\ub9ac\ub97c \uc228\uae30\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 \ub808\uc774\uc5b4\ub97c \ucf1c\uac70\ub098 \ub044\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc2e4\ud589 \uc911\uc778 \ucffc\ub9ac\ub97c \ubcc0\uacbd\ud574\uc57c \ud558\uba70, \ud544\uc694\ud558\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub294 \ubb34\uc2dc\ud574\uc57c \ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c \uc0ac\uc6a9\uc790\uac00 \uc9c0\ub3c4\ub97c \ud655\ub300\ud558\uba74 \uc9c0\ub3c4 \ucc3d\uc774 \ubcc0\uacbd\ub418\uace0 \uae30\ubcf8 \ucffc\ub9ac\ub294 \uc0c8 \uc9c0\ub3c4 \ucc3d\uc5d0 \ub300\ud55c \ub370\uc774\ud130\ub9cc \uc694\uccad\ud569\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ubaa8\ub4e0 \ub370\uc774\ud130\ub97c \uc694\uccad\ud558\uba74 \ud56d\uc0c1 \uc0ac\uc6a9\ud560 \uc218 \uc5c6\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<p>\ucffc\ub9ac \uc790\uccb4\ub294 \uba87 \uac00\uc9c0 \uc885\ub958\uc758 \ubcc0\uc218\ub97c \ucde8\ud558\ub294 \ud568\uc218\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ucffc\ub9ac\uc758 \uacbd\uacc4 \uc0c1\uc790 \ub610\ub294 \uc601\uc5ed<\/li>\n<li>\ud3ec\ud568\ud560 \ub808\uc774\uc5b4 \ub610\ub294 \ud14c\uc774\ube14 \uc774\ub984<\/li>\n<li>\uc8fc\uc5b4\uc9c4 \uc9c0\uc810\uc5d0\uc11c \ucffc\ub9ac\uae4c\uc9c0\uc758 \uac70\ub9ac<\/li>\n<li>\ucffc\ub9ac \uc601\uc5ed\uc744 \uc815\uc758\ud558\ub294 \ub2e4\uac01\ud615\uc758 \uc88c\ud45c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uae30\ubcf8 SQL \ucffc\ub9ac\ub97c \ud1b5\ud574 \uc774 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. NoSQL \uc2dc\uc2a4\ud15c\uc740 \uc811\uadfc \ubc29\uc2dd\uc774 \ub2e4\uc591\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 Couchbase\ub294 NoSQL \ucffc\ub9ac\ub97c \uc704\ud574 N1QL\/SQL \uae30\ubc18 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubb38\uc11c \uc694\uccad\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\uba74 \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc9c0\ub9ac\uacf5\uac04 \uac1d\uccb4\ub97c \uc9c1\uc811 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-r-programming-with-query-maps-leaflet\/\">R \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4<\/a> \ub294 \ub370\uc774\ud130\ub97c \uc27d\uac8c \uc694\uccad\ud558\uace0 \ub9ac\ud50c\ub81b \ub9e4\ud551 \ud328\ud0a4\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4. \uace0\uae09 \ucc98\ub9ac\uac00 \ud544\uc694\ud558\uc9c0 \uc54a\uace0 \uae30\ubcf8\uc801\uc778 N1QL\/SQL \uc694\uccad\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \ub354 \ub9ce\uc740 \uc9c0\ub9ac\uacf5\uac04 \uad00\ub828 \ucffc\ub9ac\ub97c \uc6d0\ud560 \uacbd\uc6b0, Couchbase\uc5d0\uc11c\ub294 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-search-how-do-i-use-thee-let-me-count-the-ways\/\">\uc9c0\ub9ac\uacf5\uac04 \uac80\uc0c9 \uc694\uccad<\/a> (\uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9 \uc11c\ube44\uc2a4\uc5d0\uc11c) \ud55c \uc810\uc73c\ub85c\ubd80\ud130\uc758 \ubc18\uacbd \uac70\ub9ac, \uc9c1\uc0ac\uac01\ud615 \uc601\uc5ed \ub0b4, \uc81c\uacf5\ub41c \ub2e4\uac01\ud615 \ubaa8\uc591 \ub0b4\uc5d0\uc11c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ucd94\uac00\uc801\uc778 \uacf5\uac04 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub098 \ub3c4\uad6c \uc5c6\uc774\ub3c4 \uad00\uc2ec \uc788\ub294 \ubb38\uc11c\/\uae30\ub85d\ub9cc \ucd94\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uace0\uae09 \uacf5\uac04 \uc791\uc5c5<\/h2>\n<p>\ud558\uc9c0\ub9cc \ucffc\ub9ac\ub294 \uc804\ud22c\uc758 \uc808\ubc18\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4! \ubcf8\uaca9\uc801\uc778 GIS \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\ub294 \ub354 \ub9ce\uc740 \ub370\uc774\ud130 \uc0dd\uc131 \uae30\ub2a5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uac01\ud615\uc758 \uc911\uc2ec\uc810(\uc911\uc2ec) \uacc4\uc0b0, \uacb9\uce58\ub294 \uc5ec\ub7ec \ub3c4\ud615 \uac04\uc758 \ubd80\uc6b8 \uc5f0\uc0b0(\uad50\ucc28, \ucc28\uc774, \uacb0\ud569), \ub2e4\uc591\ud55c \uc9c1\ub82c\ud654 \ud615\uc2dd(\uc774\uc9c4, \ud14d\uc2a4\ud2b8, XML, JSON)\uc73c\ub85c\uc758 \ubcc0\ud658\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc624\ud508 \uc9c0\ub9ac\uacf5\uac04 \ucee8\uc18c\uc2dc\uc5c4(OGC)\uc740 \uc774\ub7ec\ud55c \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \ub300\ud55c \uc0ac\uc591\uc744 \ub2e4\uc74c\uacfc \uac19\uc740 \uc81c\ubaa9\uc73c\ub85c \uc720\uc9c0 \uad00\ub9ac\ud569\ub2c8\ub2e4. <a href=\"https:\/\/portal.ogc.org\/files\/?artifact_id=25354\">SQL\uc744 \uc704\ud55c \uac04\ub2e8\ud55c \uae30\ub2a5<\/a>. \ud574\ub2f9 \uc0ac\uc591\uc5d0\ub294 \ub2e4\uc591\ud55c \uacf5\uac04 \ud2b9\uc9d5 \uc720\ud615\uacfc \uae30\ub2a5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc0d8\ud50c\uc785\ub2c8\ub2e4.<\/p>\n<div id=\"attachment_10911\" style=\"width: 638px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.ogc.org\/standards\/sfs\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10911\" class=\"wp-image-10911\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2021\/03\/ogc-sfsql-table.png\" alt=\"OGC SF SQL geospatial types and functions\" width=\"628\" height=\"503\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/ogc-sfsql-table.png 688w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/ogc-sfsql-table-300x240.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/ogc-sfsql-table-20x16.png 20w\" sizes=\"auto, (max-width: 628px) 100vw, 628px\" \/><\/a><p id=\"caption-attachment-10911\" class=\"wp-caption-text\">\ub2e4\ub978 \ud45c\uc900\uacfc \ube44\uad50\ud55c OGC \ub2e8\uc21c \uc9c0\ub9ac\uacf5\uac04 \ud2b9\uc9d5\uc758 \uc720\ud615 \ubc0f \uae30\ub2a5 \ubaa9\ub85d. \ucd9c\ucc98: https:\/\/www.ogc.org\/standards\/sfs<\/p><\/div>\n<p>\uacf5\uac04 \uc870\uc778\uc740 \uc608\ub97c \ub4e4\uc5b4 \uc810 \uc9d1\ud569\uc744 \uc5f0\uacb0\ud558\uace0 \uadf8 \uc548\uc5d0 \uc18d\ud558\ub294 \ub2e4\uac01\ud615\uc744 \ucc3e\ub294 \ub370\uc5d0\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub610\ub294 \ub2e4\uac01\ud615\uc758 \ud55c \ub808\uc774\uc5b4\ub97c \ub2e4\ub978 \ud53c\ucc98\uc758 \ub808\uc774\uc5b4\uc5d0 \uc5f0\uacb0\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\uba74 \ub450 \ub370\uc774\ud130 \uc9d1\ud569\uc758 \ud544\ub4dc\ub97c \ub9f5\uc774\ub098 \ubcf4\uace0\uc11c\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubaa8\ub4e0 \uac83\uc740 \ubd84\uc11d\uac00\uc5d0\uac8c \ub9e4\uc6b0 \uac15\ub825\ud558\uace0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uacf5\uac04 \uc778\ub371\uc2a4\ub294 \ucffc\ub9ac\uc758 \uc77c\ubd80\uc5d0\ub9cc \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub354 \ubcf5\uc7a1\ud55c \ubd80\ubd84\uc740 \uc0c8\ub85c\uc6b4 \ud53c\ucc98\ub97c \uacc4\uc0b0\ud558\uae30 \uc704\ud574 \uacc4\uc0b0 \uae30\ud558\ud559\uc744 \uc218\ud589\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \uc218\ud589\ud558\ub294 \uc26c\uc6b4 \ubc29\ubc95\uc740 \uc5c6\uc73c\ubbc0\ub85c \ub9ac\uc18c\uc2a4 \uad00\ub9ac(\uadf8\ub9ac\uace0 \uc88b\uc740 \ucee4\ud53c \uba54\uc774\ucee4)\uac00 \uc815\ub9d0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>\uc9c0\uae08\uae4c\uc9c0 \ub2e4\uc591\ud55c \uac1c\ub150\uc5d0 \ub300\ud574 \uc544\uc8fc \uac04\ub7b5\ud558\uac8c \uc18c\uac1c\ud574 \ub4dc\ub838\uc2b5\ub2c8\ub2e4. \uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub3c4\uba54\uc778\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\uac00\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc168\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \ub354 \ub9ce\uc740 \uc9c0\ub9ac\uacf5\uac04 \uc911\uc2ec \ube14\ub85c\uadf8\uc640 \ub9ac\uc18c\uc2a4\ub294 Couchbase\uc5d0\uc11c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/downloads\/\">Couchbase NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub2e4\uc6b4\ub85c\ub4dc<\/a> \ub97c \ubb34\ub8cc\ub85c \uc0ac\uc6a9\ud558\uc138\uc694. \ub178\ud2b8\ubd81\uc5d0\uc11c \uac1c\ubc1c\ud558\uc5ec \ud655\uc7a5\ud560 \uc900\ube44\uac00 \ub418\uba74 \ud074\ub77c\uc6b0\ub4dc\uc5d0 \uc27d\uac8c \ubc30\ud3ec\ud558\uc138\uc694. \uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc744 \uc124\uce58\ud55c \ub2e4\uc74c \ub530\ub77c\ud558\uc138\uc694:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-r-programming-with-query-maps-leaflet\/\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 NoSQL \ucffc\ub9ac \ubc0f \ub9f5\uc744 \uc0ac\uc6a9\ud55c R \ud504\ub85c\uadf8\ub798\ubc0d(\ub9ac\ud50c\ub81b)<\/a><\/li>\n<li><a class=\"LinkSuggestion__Link-sc-1gewdgc-4 evyocv\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-aspnet-aurelia-google-maps\/\" target=\"_blank\" rel=\"noopener\">ASP.NET Core, Aurelia, Google \uc9c0\ub3c4\ub97c \uc0ac\uc6a9\ud55c \uc9c0\ub9ac\uc801 \uacf5\uac04 \uac80\uc0c9<\/a><\/li>\n<li><a class=\"LinkSuggestion__Link-sc-1gewdgc-4 evyocv\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-queries-using-python-search-cities\/\" target=\"_blank\" rel=\"noopener\">\uc9c0\ub9ac\uacf5\uac04 \ucffc\ub9ac: Python\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub3c4\uc2dc \uac80\uc0c9\ud558\uae30<\/a><\/li>\n<li><a class=\"LinkSuggestion__Link-sc-1gewdgc-4 evyocv\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-search-how-do-i-use-thee-let-me-count-the-ways\/\" target=\"_blank\" rel=\"noopener\">\uacf5\uac04 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5c6\uc774 \uc9c0\ub9ac\uacf5\uac04 \uac80\uc0c9\uc5d0 NoSQL \uc0ac\uc6a9<\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>This brief intro to several geospatial data concepts covers spatial databases, spatial indexing, and using GeoJSON data in NoSQL. What is Spatial Data? Spatial data are data types (files, databases, web services) that encode geographic information for use in location-aware [&hellip;]<\/p>","protected":false},"author":75185,"featured_media":13873,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[8683],"tags":[9187],"ppma_author":[9163],"class_list":["post-10889","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-geospatial","tag-spatial-data"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Is Spatial Data? Geospatial Databases &amp; NoSQL Examples<\/title>\n<meta name=\"description\" content=\"Follow an overview of spatial data with an introduction to geospatial databases and NoSQL alignment. 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Couchbase offers resources and top SaaS products.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/geospatial-basics-spatial-databases-and-nosql-examples\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2021-03-11T16:10:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-14T05:44:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/03\/13254000.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1553\" \/>\n\t<meta property=\"og:image:height\" content=\"1074\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1tylermitchell\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/geospatial-basics-spatial-databases-and-nosql-examples\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/geospatial-basics-spatial-databases-and-nosql-examples\/\"},\"author\":{\"name\":\"Tyler Mitchell - Senior Product Marketing Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0\"},\"headline\":\"What Is Spatial Data? 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