{"id":561,"date":"2016-09-23T16:31:49","date_gmt":"2016-09-23T07:31:49","guid":{"rendered":"http:\/\/www.med.niigata-u.ac.jp\/pub\/wppublichealth\/?page_id=561"},"modified":"2017-02-03T11:08:08","modified_gmt":"2017-02-03T02:08:08","slug":"gis","status":"publish","type":"page","link":"https:\/\/www.med.niigata-u.ac.jp\/pub\/gis\/","title":{"rendered":"\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff5cGeographic Information Systems\uff08GIS\uff09"},"content":{"rendered":"

GIS\uff08Geographic Information System\uff1a\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\uff09\u3092\u7528\u3044\u305f\u7814\u7a76\u306e\u7d39\u4ecb<\/h2>\n

1.GIS\u3068\u306f\uff1f<\/h2>\n
\n\u3000\u69d8\u3005\u306b\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u304c\u3001GIS\u3068\u306f\u7a7a\u9593\u7684\u4f4d\u7f6e\u60c5\u5831\u3092\u8996\u899a\u5316\u3059\u308b\u5730\u56f3\u3068\u3001\u7a7a\u9593\u304c\u6301\u3064\u3042\u3089\u3086\u308b\u60c5\u5831\uff08\u30c7\u30fc\u30bf\uff09\u3092\u7d50\u3073\u3064\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u3068\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002GIS\u306f\u3001\u533b\u7642\u306e\u307f\u306a\u3089\u305a\u3001\u7d4c\u6e08\u3001\u5546\u696d\u3001\u74b0\u5883\u3001\u6559\u80b2\u3001\u8ecd\u4e8b\u306a\u3069\u3042\u3089\u3086\u308b\u4e16\u754c\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4fdd\u5065\u533b\u7642\u3078\u306e\u5fdc\u7528\u306f19\u4e16\u7d00\u306bJohn Snow\u304c\u4f5c\u3063\u305f\u30b3\u30ec\u30e9\u30de\u30c3\u30d7\u304c\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5e83\u304f\u5fdc\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u305f\u306e\u306f\u6700\u8fd1\u3067\u3059\u3002GIS\u306f\u5730\u7406\u7684\u767a\u60f3\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u3082\u3044\u3048\u3001\u6570\u5024\u3084\u30b0\u30e9\u30d5\u3060\u3051\u306e\u75ab\u5b66\u30c7\u30fc\u30bf\u3092\u5730\u7406\u7684\u306b\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u3067\u65b0\u305f\u306a\u767a\u898b\u3084\u767a\u60f3\u306b\u3064\u306a\u304c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u5f53\u6559\u5ba4\u3067\u306f\u611f\u67d3\u75c7\u75ab\u5b66\u306eGIS\u3092\u306f\u3058\u3081\u3001\u69d8\u3005\u306a\u5206\u91ce\u3078\u306eGIS\u306e\u5fdc\u7528\u3092\u8a66\u307f\u3066\u3044\u307e\u3059\u3002\n<\/div>\n
\nWhat is GIS?<\/strong>
\nWhat GIS means is various. As one of the definition of GIS, we can say GIS is a system which can combine between geographical map and any of the data in real world. GIS is really useful tool not only for area of health or medicine, but also any and all areas such as; economy, market, environment, education, military, and so on. In 19th century, Dr. John Snow made famous “Cholera Map” which is the first application of GIS to Health. However, only recently this tool has been generalized in the field of medicine. In the other words, we can say GIS is a tool for thinking geographically. For instance, visualization of simple epidemiological data by using GIS tool sometimes makes us realized how simple data has various means and novel ideas! GIS is fascinating tool if you use it effectively. We have experience of application of GIS to health especially in control of infectious diseases, and are trying to apply GIS method for various area.\n<\/div>\n
\"GIS\"\n<\/div>\n
<\/div>\n

2.\u4fdd\u5065\u533b\u7642\u3068GIS<\/h2>\n
\n
\n
\n\u30001854\u5e74\u306b\u30ed\u30f3\u30c9\u30f3\u3067\u30b3\u30ec\u30e9\u306e\u30a2\u30a6\u30c8\u30d6\u30ec\u30a4\u30af\u304c\u3042\u3063\u305f\u969b\u3001John Snow \uff081813-1858,\u3000\u5185\u79d1\u533b\uff09\u304c\u30b3\u30ec\u30e9\u306b\u3088\u308b\u6b7b\u8005\u3092\u5730\u56f3\u4e0a\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u3001\u4e00\u65b9\u3067\u4e95\u6238\u306e\u5834\u6240\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u305f\u3068\u3053\u308d\u3001Broad Street Pump\u3068\u3044\u3046\u4e95\u6238\u306e\u5468\u8fba\u306b\u306f\u6b7b\u8005\u304c\u591a\u3044\u3053\u3068\u306b\u6c17\u3065\u304d\u3001\u3053\u306e\u4e95\u6238\u306e\u4f7f\u7528\u3092\u4e2d\u6b62\u3057\u305f\u3068\u3053\u308d\u6d41\u884c\u304c\u304a\u3055\u307e\u3063\u305f\u3068\u3044\u3046\u4f1d\u8aac\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u3000\u3053\u308c\u306f\u3001\u30b3\u30ec\u30e9\u83cc\u304c\u767a\u898b\u3055\u308c\u308b\u524d\u306e\u51fa\u6765\u4e8b\u3067\u3042\u308a\u3001\u5730\u7406\u7a7a\u9593\u3068\u3044\u3046\u8981\u7d20\u3092\u75ab\u5b66\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u672a\u77e5\u306e\u75c5\u539f\u4f53\u306e\u6d41\u884c\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u4e8b\u4f8b\u3068\u3057\u3066\u6709\u540d\u3067\u3059\u3002\u3053\u308c\u304c\u3001\u4fdd\u5065\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308bGIS\u5fdc\u7528\u306e\u6700\u521d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002GIS\u306f\u4fdd\u5065\u533b\u7642\u5206\u91ce\u306b\u304a\u3051\u308b\u6709\u7528\u306a\u30c4\u30fc\u30eb\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3068\u3044\u3046\u4f4d\u7f6e\u3065\u3051\u306f\u73fe\u5728\u306b\u81f3\u3063\u3066\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u73fe\u5728\u3067\u306f\u4fdd\u5065\u533b\u7642\u5206\u91ce\u3067\u3082\u611f\u67d3\u75c7\u3060\u3051\u3067\u306a\u304f\u69d8\u3005\u306a\u5206\u91ce\u3067GIS\u304c\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002
\n<\/article>\n

\n\"John
\n\u56f3\u3000John Snow\u306b\u3088\u308b\u30b3\u30ec\u30e9\u30de\u30c3\u30d7\uff08Wikimedia Commons\u3088\u308a\uff09
\n<\/article>\n<\/div>\n<\/div>\n

3.\u5f53\u6559\u5ba4\u306eGIS\u3092\u7528\u3044\u305f\u7814\u7a76\u30c6\u30fc\u30de<\/h2>\n

1\uff09\u611f\u67d3\u75c7\u306e\u6d41\u884c\u30d1\u30bf\u30fc\u30f3\u3084\u96c6\u7a4d\u6027\u7b49\u306e\u89e3\u6790<\/strong><\/p>\n

\n
\n \u2460 Kriging\u6cd5<\/strong>
\n\u3000\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u69d8\u75be\u60a3\u3084\u611f\u67d3\u6027\u80c3\u8178\u708e\u306e\u7a7a\u9593\u7684\u6642\u9593\u7684\u4f1d\u64ad\u72b6\u6cc1\u3092\u7a7a\u9593\u7684\u88dc\u9593\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3042\u308bKriging\u6cd5\u7b49\u3092\u7528\u3044\u3066\u8996\u899a\u5316\u3057\u307e\u3057\u305f\uff08Emerg Infect Dis 2004: PLoS One 2013: Epidemiol Infect 2015\u63b2\u8f09\uff09\u3002<\/p>\n

\"Emerg
\n\u56f3\u3000Emerg Infect Dis 2004\u3088\u308a
\n<\/article>\n

\n \u2461 \u30b8\u30aa\u30c7\u30e2\uff08Geodemographic profiling\uff09\u306e\u6d3b\u7528<\/strong>
\n\u3000\u9577\u5d0e\u770c\u8aeb\u65e9\u5e02\u306b\u304a\u3051\u308b\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u30b5\u30fc\u30d9\u30a4\u30e9\u30f3\u30b9\u30c7\u30fc\u30bf\uff08\u8aeb\u65e9\u533b\u5e2b\u4f1a\u306b\u3088\u308b\uff09\u3068\u5730\u57df\u306e\u7279\u6027\uff08\u7279\u5fb4\uff09\u3092\u30c7\u30fc\u30bf\u5316\u3057\u305fGeodemographics\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001\u5730\u57df\u306e\u793e\u4f1a\u7d4c\u6e08\u7684\u80cc\u666f\u3068\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u306e\u7f79\u60a3\u306b\u4e00\u5b9a\u306e\u76f8\u95a2\u95a2\u4fc2\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\uff08BMC Infect Dis 2010\u63b2\u8f09\uff09\u3002<\/p>\n

\"\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u306e\u7f79\u60a3\u7387\uff08A\uff09\u3068\u30b8\u30aa\u30c7\u30e2\u306b\u3088\u308b\u5730\u57df\u306e\u793e\u4f1a\u7279\u6027\uff08B\uff09\uff08BMC
\n\u56f3\u3000\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u306e\u7f79\u60a3\u7387\uff08A\uff09\u3068\u30b8\u30aa\u30c7\u30e2\u306b\u3088\u308b\u5730\u57df\u306e\u793e\u4f1a\u7279\u6027\uff08B\uff09\uff08BMC Infect Dis 2010\u3088\u308a\uff09
\n<\/article>\n<\/div>\n

\u2462 Weighted Standard Distance (\u52a0\u91cd\u6a19\u6e96\u8ddd\u96e2\uff09\u306b\u3088\u308b\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u30d1\u30bf\u30fc\u30f3\u89e3\u6790<\/strong>
\n\u3000\u65e5\u672c\u306b\u304a\u3051\u308b\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u30b5\u30fc\u30d9\u30a4\u30e9\u30f3\u30b9\u30c7\u30fc\u30bf\uff08\u56fd\u7acb\u611f\u67d3\u75c7\u7814\u7a76\u6240\u306b\u3088\u308b\uff09\u306e\u904e\u53bb10\u5e74\u306e\u7d50\u679c\u3092\u57fa\u306b\u3001Weighted Standard Distance\u3068\u3044\u3046\u7a7a\u9593\u6307\u6a19\u3092\u7528\u3044\u3066\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3068\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u306e\u7a7a\u9593\u7684\u62e1\u5927\u306b\u4e00\u5b9a\u306e\u95a2\u4fc2\u304c\u3042\u308b\u3053\u3068\u3092\u898b\u51fa\u3057\u307e\u3057\u305f\uff08Int J Health Geogr 2012\u63b2\u8f09\uff09\u3002<\/p>\n

\"Int<\/p>\n

\u56f3\u3000Int J Health Geogr 2012\u3088\u308a<\/p>\n

2)\u30b5\u30fc\u30d9\u30a4\u30e9\u30f3\u30b9\u60c5\u5831\u306e\u8996\u899a\u5316<\/strong>
\n\u3000\u9577\u5d0e\u770c\u8aeb\u65e9\u5e02\u306e\u8aeb\u65e9\u533b\u5e2b\u4f1a\u304c\u6bce\u5e74\u5b9f\u65bd\u3057\u3066\u3044\u308b\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u8abf\u67fb\u306b\u57fa\u3065\u304d\u3001\u8aeb\u65e9\u5e02\u5185\u306e\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u72b6\u6cc1\u3092\u3044\u3061\u65e9\u304f\u5730\u56f3\u4e0a\u306b\u8868\u793a\u3057\u3001\u5730\u57df\u3067\u306e\u6d41\u884c\u306b\u6ce8\u610f\u3092\u559a\u8d77\u3057\u4e88\u9632\u306b\u5f79\u7acb\u3066\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u5730\u56f3\u306e\u4f8b\uff08\u30c7\u30fc\u30bf\uff1a\u8aeb\u65e9\u533b\u5e2b\u4f1a\u3088\u308a\uff09\"<\/p>\n

\u56f3\u3000\u30a4\u30f3\u30d5\u30eb\u30a8\u30f3\u30b6\u6d41\u884c\u5730\u56f3\u306e\u4f8b\uff08\u30c7\u30fc\u30bf\uff1a\u8aeb\u65e9\u533b\u5e2b\u4f1a\u3088\u308a\uff09<\/p>\n

3\uff09\u4fdd\u5065\u533b\u7642\u5206\u91ce\u306e\u898b\u3048\u308b\u5316<\/strong>
\n\u3000\u65b0\u6f5f\u770c\u5185\u306e3\u5e02\u753a\uff08\u65b0\u6f5f\u5e02\u3001\u5341\u65e5\u753a\u5e02\u3001\u963f\u8cc0\u753a\uff09\u3067\u5b9f\u65bd\u3057\u3066\u3044\u308b\u9ad8\u9f62\u8005\u306e\u793e\u4f1a\u75ab\u5b66\u8abf\u67fb\uff08JAGES\uff1a\u65e5\u672c\u8001\u5e74\u5b66\u7684\u8a55\u4fa1\u7814\u7a76\u3001\u4ee3\u8868 \u5343\u8449\u5927\u5b66\u6559\u6388\u30fb\u8fd1\u85e4\u514b\u5247\u3000\u306e\u4e00\u74b0\u3068\u3057\u3066\u5b9f\u65bd\uff09\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304d\u3001\u8981\u4ecb\u8b77\u30ea\u30b9\u30af\u3001\u751f\u6d3b\u7fd2\u6163\u3001\u793e\u4f1a\u7d4c\u6e08\u6307\u6a19\u3001\u5730\u57df\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5468\u8fba\u74b0\u5883\u7b49\u3092\u898b\u3048\u308b\u5316\u3057\u81ea\u6cbb\u4f53\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"\u8981\u4ecb\u8b77\u30ea\u30b9\u30af\u306e\u898b\u3048\u308b\u5316\u306e\u4f8b\uff08\u65b0\u6f5f\u5e02JAGES2013\u8abf\u67fb\u306b\u3088\u308b\uff09\"
\n\u56f3\u3000\u8981\u4ecb\u8b77\u30ea\u30b9\u30af\u306e\u898b\u3048\u308b\u5316\u306e\u4f8b\uff08\u65b0\u6f5f\u5e02JAGES2013\u8abf\u67fb\u306b\u3088\u308b\uff09<\/p>\n

4)\u6771\u65e5\u672c\u5927\u9707\u707d\u306b\u5bfe\u3059\u308b\u30ec\u30b9\u30dd\u30f3\u30b9<\/strong>
\n\u3000\u9707\u707d\u306b\u5bfe\u3059\u308b\u8fc5\u901f\u306a\u5bfe\u5fdc\u3001\u9707\u707d\u5f8c\u5fa9\u8208\u306b\u95a2\u308f\u308b\u60c5\u5831\u306e\u63d0\u4f9b\u7b49\u306e\u305f\u3081\u306bGIS\u3092\u5fdc\u7528\u3067\u304d\u308b\u90e8\u5206\u306b\u3064\u3044\u3066\u306f\u6700\u5927\u9650\u306e\u52aa\u529b\u3092\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n

\n
\n\u2460\u798f\u5cf6\u770c\u5357\u76f8\u99ac\u5e02\u306e\u7a7a\u9593\u7dda\u91cf\u7387\u5730\u56f3\u306e\u4f5c\u6210\u3068\u63d0\u4f9b<\/strong>
\n\u30002011\u5e743\u6708\u306e\u6771\u65e5\u672c\u5927\u9707\u707d\u306b\u7d9a\u3044\u3066\u8d77\u304d\u305f\u798f\u5cf6\u7b2c\u4e00\u539f\u5b50\u529b\u767a\u96fb\u6240\u306e\u7206\u767a\u4e8b\u6545\u306b\u3088\u308b\u653e\u5c04\u80fd\u6c5a\u67d3\u306e\u72b6\u6cc1\u3092\u3001\u65b0\u6f5f\u5927\u5b66\u30a2\u30a4\u30bd\u30c8\u30fc\u30d7\u7dcf\u5408\u30bb\u30f3\u30bf\u30fc\u306e\u6280\u8853\u3068\u5357\u76f8\u99ac\u5e02\u6559\u80b2\u59d4\u54e1\u4f1a\u306e\u5354\u529b\u306b\u3088\u308a\u6e2c\u5b9a\u3055\u308c\u3001\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u57fa\u306b\u5730\u56f3\u3092\u4f5c\u6210\u3057\u5357\u76f8\u99ac\u5e02\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u904e\u53bb\u306e\u7dda\u91cf\u7387\u30de\u30c3\u30d7\u306f\u5357\u76f8\u99ac\u5e02\u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8<\/a>\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002
\n<\/article>\n

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