{"id":685,"date":"2020-06-17T13:01:12","date_gmt":"2020-06-17T04:01:12","guid":{"rendered":"http:\/\/plans.ishii.utsunomiya-u.ac.jp\/?page_id=685"},"modified":"2025-04-10T15:39:06","modified_gmt":"2025-04-10T06:39:06","slug":"%e3%82%aa%e3%83%95%e3%82%a3%e3%82%b9%e7%b4%b9%e4%bb%8b","status":"publish","type":"page","link":"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/?page_id=685","title":{"rendered":"\u30aa\u30d5\u30a3\u30b9\u7d39\u4ecb"},"content":{"rendered":"<p><span style=\"text-decoration: underline;\"><em><strong>\u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u793e\u4f1a\u57fa\u76e4\u30c7\u30b6\u30a4\u30f3\u5b66\u79d1\u30fb\u90fd\u5e02\u8a08\u753b\u7814\u7a76\u5ba4<\/strong><\/em><\/span><\/p>\n<p><strong>\u8ab0\u3082\u304c\u66ae\u3089\u3057\u3084\u3059\u304f\u6301\u7d9a\u53ef\u80fd\u306a<\/strong><strong>\u90fd\u5e02\u3068\u4eba\u3068\u30e2\u30ce\u306e\u4ea4\u901a\u7814\u7a76<\/strong><\/p>\n<div id=\"attachment_1129\" style=\"width: 310px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1129\" class=\"wp-image-1129 size-medium\" src=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf1-300x240.jpg\" alt=\"%e7%94%bb%e5%83%8f1\" width=\"300\" height=\"240\" srcset=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf1-300x240.jpg 300w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf1.jpg 576w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><p id=\"caption-attachment-1129\" class=\"wp-caption-text\">\u90fd\u5e02\u8a08\u753b\u7814\u7a76\u5ba4\u96c6\u5408\u5199\u771f\uff082023\u5e749\u6708\uff09<\/p><\/div>\n<p>\u5927\u68ee \u5ba3\u6681 (\u304a\u304a\u3082\u308a \u306e\u3076\u3042\u304d)<\/p>\n<p>\u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u6559\u6388<\/p>\n<p>\u9577\u7530 \u54f2\u5e73 (\u304a\u3055\u3060 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3067\u306e\u5b50\u3069\u3082\u9023\u308c\u5916\u51fa\u306b\u95a2\u308f\u308b\u8ab2\u984c\u3084\u5b89\u5168\u306a\u5229\u7528\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\uff0c\u5b9f\u969b\u306e\u5229\u7528\u4f53\u9a13\u3092\u542b\u3081\u305f\u6559\u5ba4\u3092\u5b9f\u65bd\u3057\u305f<sup>[1]<\/sup>\uff08\u5199\u771f1\uff09\u3002\u305d\u306e\u7d50\u679c\uff0c\u5b50\u3069\u3082\u4e57\u305b\u81ea\u8ee2\u8eca\u3084\u30d9\u30d3\u30fc\u30ab\u30fc\u5229\u7528\u8005\u306b\u5bfe\u3059\u308b\u7406\u89e3\u3068\u5177\u4f53\u7684\u306a\u914d\u616e\u884c\u52d5\u306e\u5185\u5bb9\u3092\u4f34\u3046\u914d\u616e\u610f\u8b58\u3084\uff0c\u5b50\u80b2\u3066\u306b\u5bfe\u3059\u308b\u8208\u5473\u30fb\u95a2\u5fc3\u304c\u5411\u4e0a\u3057\uff0c\u5b50\u3069\u3082\u9023\u308c\u5916\u51fa\u3084\u5b50\u80b2\u3066\u306b\u5bfe\u3059\u308b\u300c\u5fc3\u306e\u30d0\u30ea\u30a2\u30d5\u30ea\u30fc\u300d\u91b8\u6210\u52b9\u679c\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002<\/p>\n<div id=\"attachment_1130\" style=\"width: 710px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1130\" class=\"wp-image-1130\" src=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf4-300x116.jpg\" alt=\"%e7%94%bb%e5%83%8f4\" width=\"700\" height=\"271\" srcset=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf4-300x116.jpg 300w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf4-768x297.jpg 768w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf4-1024x397.jpg 1024w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf4.jpg 1864w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><p id=\"caption-attachment-1130\" class=\"wp-caption-text\">\u5199\u771f1\u3000\u30d9\u30d3\u30fc\u30ab\u30fc\u3084\u5b50\u3069\u3082\u4e57\u305b\u81ea\u8ee2\u8eca\u3067\u306e\u5916\u51fa\u4f53\u9a13<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>LRT\u3068\u30e2\u30d3\u30ea\u30c6\u30a3\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\uff1a\u82b3\u8cc0\u30fb\u5b87\u90fd\u5baeLRT\u3092\u5bfe\u8c61\u306b\uff0c\u73fe\u5728\u3069\u306e\u3088\u3046\u306a\u4eba\u304cLRT\u3092\u5229\u7528\u3057\uff0c\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306a\u4eba\u304cLRT\u3092\u5229\u7528\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\uff0cLRT\u5229\u7528\u4fc3\u9032\u306e\u305f\u3081\u306e\u614b\u5ea6\u30fb\u884c\u52d5\u5909\u5bb9\u306b\u6709\u52b9\u306a\u52d5\u6a5f\u3065\u3051\u60c5\u5831\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3092\u691c\u8a0e\u3059\u308b\u305f\u3081\uff0cGoogle Maps API\u3092\u6d3b\u7528\u3057\u305f\u4ea4\u901a\u884c\u52d5\u81ea\u5df1\u8a3a\u65ad\u30fb\u884c\u52d5\u5909\u5bb9Web\u8abf\u67fb\u30b7\u30b9\u30c6\u30e0\uff08ARIGATO-LRT\uff09\u3092\u958b\u767a\u3057\uff0c\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u5206\u6790\u3092\u9032\u3081\u3066\u3044\u308b<sup>[2]<\/sup>\uff08\u56f3\uff11\uff09\u3002\u5c06\u6765\uff0cLRT\u304cJR\u5b87\u90fd\u5bae\u99c5\u897f\u5074\u306e\u90fd\u5fc3\u90e8\u3078\u5ef6\u4f38\u3057\u305f\u5834\u5408\u306b\uff0c\u90fd\u5fc3\u90e8\u306b\u52e4\u52d9\u3059\u308b\u81ea\u52d5\u8eca\u901a\u52e4\u8005\u306eLRT\uff08\u30b5\u30a4\u30af\u30eb\uff06\u30e9\u30a4\u30c9\uff0c\u30d1\u30fc\u30af\uff06\u30e9\u30a4\u30c9\u3092\u542b\u3080\uff09\u3078\u306e\u8ee2\u63db\u53ef\u80fd\u6027\u3092\u691c\u8a0e\u3057\u305f\u3002LRT\u901a\u52e4\u306a\u3089\u3070\u901a\u52e4\u624b\u5f53\u304c\u5168\u984d\u652f\u7d66\u3055\u308c\uff0c\u73fe\u5728\u306e\u3088\u3046\u306b\uff0c\u8077\u5834\u4ed8\u8fd1\u306b\u81ea\u5df1\u8ca0\u62c5\u3067\u99d0\u8eca\u5834\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u8a2d\u5b9a\u3067\u306f\uff0c\u7d0420\uff5e40%\u304cLRT\u3078\u306e\u8ee2\u63db\u610f\u5411\u3092\u793a\u3057\u305f<sup>[3]<\/sup>\u3002\u73fe\u5728\uff0c\u516c\u5171\u4ea4\u901aGTFS<a href=\"#_ftn1\" name=\"_ftnref1\">[1]<\/a>\u30c7\u30fc\u30bf\u3068Open Trip Planner(OTP)<a href=\"#_ftn2\" name=\"_ftnref2\">[2]<\/a>\u3092\u6d3b\u7528\u3057\uff0c\u4efb\u610f\u306e\u51fa\u767a\u5730\u30fb\u5230\u7740\u5730\u3092\u8a2d\u5b9a\u3057\uff0cLRT\u3092\u542b\u3081\u305f\u4ee3\u66ff\u6848\u3092\u691c\u8a0e\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u308b\u3002<\/p>\n<div id=\"attachment_1131\" style=\"width: 710px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1131\" class=\"wp-image-1131\" src=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf5-300x142.png\" alt=\"%e7%94%bb%e5%83%8f5\" width=\"700\" height=\"331\" srcset=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf5-300x142.png 300w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf5-768x363.png 768w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf5-1024x484.png 1024w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><p id=\"caption-attachment-1131\" class=\"wp-caption-text\">\u56f31\u3000Google Maps API\u3092\u6d3b\u7528\u3057\u305f\u4ea4\u901a\u884c\u52d5\u81ea\u5df1\u8a3a\u65ad\u30fb\u884c\u52d5\u5909\u5bb9Web\u8abf\u67fb\u30b7\u30b9\u30c6\u30e0\uff08ARIGATO-LRT\uff09<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>\u00b9\u516c\u5171\u4ea4\u901a\u306b\u95a2\u3059\u308b\u4e16\u754c\u6a19\u6e96\u306e\u30c7\u30fc\u30bf\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u00a0 \u00a0 \u00a0 \u00a0\u00b2\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u7d4c\u8def\u691c\u7d22\u30a8\u30f3\u30b8\u30f3<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u9577\u7530\u306f\uff0c\u90fd\u5e02\u8a08\u753b\uff0c\u4ea4\u901a\u8a08\u753b\uff0c\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u3092\u5c02\u9580\u3068\u3057\uff0c\u4ea4\u901a\u6d41\u52d5\u306e\u5909\u5316\u306b\u95a2\u3059\u308b\u7814\u7a76\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002<\/p>\n<p>2016\u5e74\u304b\u3089\u306f\u5b87\u90fd\u5bae\u5e02\u3068\u9023\u643a\u3057\uff0c\u4e2d\u5fc3\u5e02\u8857\u5730\u3067\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u306e\u901a\u884c\u91cf\u306e\u81ea\u52d5\u8a08\u6e2c\u3092\u884c\u3063\u3044\u308b<sup>[4]<\/sup>\u3002\u307e\u305f\uff0c LRT\u958b\u696d\u3092\u63a7\u3048\u305f2022\u5e74\u304b\u3089\u306f\u6803\u6728\u770c\u3068\u9023\u643a\u3057\uff0c\u81ea\u52d5\u8eca\u4ea4\u901a\u6d41\u306e\u5909\u5316\u3092AI\u753b\u50cf\u89e3\u6790\u3067\u884c\u3063\u3066\u3044\u308b\u3002<\/p>\n<p><span style=\"font-size: 1.3rem;\">\u4e2d\u5fc3\u5e02\u8857\u5730\u306b\u304a\u3051\u308b\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u306e\u81ea\u52d5\u8a08\u6e2c<\/span><sup>[5]<\/sup><span style=\"font-size: 1.3rem;\">\u306f\uff0c\u5f93\u6765\uff0c\u4ea4\u901a\u91cf\u8abf\u67fb\u306f\u3042\u308b\u7279\u5b9a\u306e\u4e00\u65e5\u306b\u5b9f\u65bd\u3055\u308c\u305f\u7d50\u679c\u3067\u3042\u308b\u3002\u305f\u3060\u3001\u5e74\u4e00\u56de\u306e\u5b9a\u671f\u7684\u306a\u8abf\u67fb\u3067\u3042\u308b\u5834\u5408\u3001\u305d\u306e\u7d50\u679c\u304c\u4ee3\u8868\u5024\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3053\u3068\u306b\u7591\u554f\u3092\u62b1\u3044\u305f\u3053\u3068\u304b\u3089\u3001\u8d64\u5916\u7dda\u30bb\u30f3\u30b5\u30fc\u3092\u4f7f\u3063\u305f\u81ea\u52d5\u8a08\u6e2c\u5668\u3067\u5e38\u6642\u89b3\u6e2c\u3092\u958b\u59cb\u3057\u305f\u3002\u5f53\u521d\u306f\uff0c\u6b69\u884c\u8005\u7528\u30bb\u30f3\u30b5\u30fc4\u53f0\u3068\u81ea\u8ee2\u8eca\u7528\u30bb\u30f3\u30b5\u30fc1\u53f0\u3092\u30a2\u30fc\u30b1\u30fc\u30c9\u578b\u306e\u5546\u5e97\u8857\u306b\u8a2d\u7f6e\u3057\uff0c\u5546\u5e97\u8857\u5185\u3067\u306e\u4eba\u3084\u81ea\u8ee2\u8eca\u306e\u901a\u884c\u91cf\u3092\u898b\u3066\u304d\u305f\u3002\u305d\u306e\u5f8c\uff0c8\u53f0\u306e\u6b69\u884c\u8005\u7528\u30bb\u30f3\u30b5\u30fc\u3092\u8ffd\u52a0\u3057\u8a08\u6e2c\u3057\u3066\u3044\u308b\uff08\u56f32\uff09\u3002\u5e38\u6642\u89b3\u6e2c\u3057\u305f\u3053\u3068\u306b\u3088\u308a\uff0c\u4e2d\u5fc3\u5e02\u8857\u5730\u3067\u30a4\u30d9\u30f3\u30c8\u304c\u5b9f\u65bd\u3055\u308c\u308b\u3068\u901a\u884c\u91cf\u304c\u5897\u52a0\u3059\u308b\u3053\u3068\u3084\uff0c\u30a4\u30d9\u30f3\u30c8\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u901a\u884c\u91cf\u306e\u5897\u52a0\u50be\u5411\u304c\u7570\u306a\u308b\u3053\u3068\u3084\uff0c\u6c17\u6e29\u3084\u5929\u5019\u3068\u306e\u95a2\u4fc2\u6027\u3092\u5b9a\u91cf\u7684\u306b\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u305f\u3002\u307e\u305f\uff0c2016\u5e74\u304b\u3089\u8a08\u6e2c\u3057\u3066\u3044\u308b\u305f\u3081\uff0c\u30a2\u30fc\u30b1\u30fc\u30c9\u578b\u5546\u5e97\u8857\u306e\u5e97\u8217\u304c\u5165\u308c\u5909\u308f\u308b\u3053\u3068\u306b\u3088\u308b\u901a\u884c\u91cf\u306e\u5909\u5316\u3084\uff0cCOVID-19\u306b\u3088\u308b\u5916\u51fa\u81ea\u7c9b\u306a\u3069\u306b\u3088\u308b\u901a\u884c\u91cf\u306e\u6e1b\u5c11\u3092\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002\u3055\u3089\u306b\uff0c\u30bb\u30f3\u30b5\u30fc\u306e1\u53f0\u3092\uff2a\uff32\u5b87\u90fd\u5bae\u99c5\u6771\u53e3\u306b\u3042\u308b\u6771\u897f\u81ea\u7531\u901a\u8def\u306b\u3082\u8a2d\u7f6e\u3057\u3066\u3044\u308b\u3053\u3068\u304b\u3089\uff0c\uff2a\uff32\u5b87\u90fd\u5bae\u99c5\u6771\u53e3\u5730\u533a\u306e\u307e\u3061\u3073\u3089\u304d\u306e\u52b9\u679c\u306a\u3069\u5b9a\u91cf\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u308b\u3002<\/span><\/p>\n<p>LRT\u306f\uff0c\u65e2\u5b58\u9053\u8def\u65ad\u9762\u3092\u5909\u66f4\u3057\u3066\u4f75\u7528\u8ecc\u9053\u3068\u306a\u308a\uff0c\u4fe1\u53f7\u30b5\u30a4\u30af\u30eb\u306e\u5909\u66f4\u3084\u8def\u7dda\u30d0\u30b9\u306e\u518d\u7de8\u306a\u3069\u81ea\u52d5\u8eca\u4ea4\u901a\u3078\u306e\u5f71\u97ff\u304c\u51fa\u308b\u3053\u3068\u304b\u3089\uff0c2022\u5e74\u3088\u308aCCTV\u3092\u8a2d\u7f6e\u3057\uff0c\u30ab\u30e1\u30e9\u6620\u50cf\u304b\u3089AI\u753b\u50cf\u89e3\u6790\u3092\u7528\u3044\u3066\u4ea4\u901a\u91cf\u306e\u8a08\u6e2c\u3092\u5b9f\u65bd\u3057\u3066\u304d\u305f<sup>[6]<\/sup>\u3002\u3053\u308c\u306b\u3088\u308a\uff0c\u958b\u696d\u5f8c\u306b\u4f75\u7528\u8ecc\u9053\u533a\u9593\u90e8\u3067\u306e\u81ea\u52d5\u8eca\u4ea4\u901a\u91cf\u304c\u6e1b\u5c11\u50be\u5411\u306b\u3042\u308b\u3053\u3068\u3084\uff0c\u8eca\u4e21\u8d70\u884c\u4f4d\u7f6e\u306e\u5206\u6790\u306a\u3069\u3092\u884c\u3063\u3066\u304d\u305f\uff08\u56f33\uff09\u30022024\u5e749\u6708\u304b\u3089\u306f\uff0c\u6803\u6728\u770c\u3060\u3051\u3067\u306a\u304f\u56fd\u571f\u4ea4\u901a\u7701\uff0c\u5b87\u90fd\u5bae\u5e02\uff0c\u82b3\u8cc0\u753a\u3068\u9023\u643a\u3057\u3066\uff0cLRT\u306e\u307f\u306a\u306a\u3089\u305a\u65e2\u5b58\u9053\u8def\u30b9\u30c8\u30c3\u30af\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3057\uff0c\u4ea4\u901a\u306e\u5229\u4fbf\u6027\u3092\u56f3\u308b\u305f\u3081\u5354\u8b70\u4f1a\u3092\u767a\u8db3\u3055\u305b\u3001\u5730\u57df\u3068\u9023\u643a\u3057\u305f\u7814\u7a76\u3092 \u9032\u3081\u3066\u3044\u308b<sup>[7]<\/sup>\u3002<\/p>\n<div id=\"attachment_1132\" style=\"width: 710px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1132\" class=\"wp-image-1132\" src=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf6-300x140.jpg\" alt=\"%e7%94%bb%e5%83%8f6\" width=\"700\" height=\"327\" srcset=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf6-300x140.jpg 300w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf6-768x359.jpg 768w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf6-1024x478.jpg 1024w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><p id=\"caption-attachment-1132\" class=\"wp-caption-text\">\u56f32\u3000\u5b87\u90fd\u5bae\u5e02\u4e2d\u5fc3\u5e02\u8857\u5730\u306b\u304a\u3051\u308b\u901a\u884c\u91cf\u81ea\u52d5\u8a08\u6e2c\u5668\u306e\u8a2d\u7f6e\u4f4d\u7f6e\u56f3<\/p><\/div>\n<p>&nbsp;<\/p>\n<div id=\"attachment_1133\" style=\"width: 510px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1133\" class=\"wp-image-1133\" src=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf7-300x169.jpg\" alt=\"%e7%94%bb%e5%83%8f7\" width=\"500\" height=\"281\" srcset=\"https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf7-300x169.jpg 300w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf7-768x432.jpg 768w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf7-1024x576.jpg 1024w, https:\/\/plans.ishii.utsunomiya-u.ac.jp\/wordpress\/wp-content\/uploads\/2020\/06\/\u753b\u50cf7.jpg 1093w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><p id=\"caption-attachment-1133\" class=\"wp-caption-text\">\u56f33\u3000AI\u753b\u50cf\u89e3\u6790\u306b\u3088\u308b\u8eca\u4e21\u8d70\u884c\u8ecc\u8de1<\/p><\/div>\n<p>&nbsp;<\/p>\n<p><strong>\uff13\uff0e\u304a\u308f\u308a\u306b<\/strong><\/p>\n<p>LRT\u306f\uff0c\u60f3\u5b9a\u4ee5\u4e0a\u306b\u591a\u304f\u306e\u4eba\u3005\u306b\u5229\u7528\u3055\u308c\uff0c\u9b45\u529b\u3042\u308b\u5730\u57df\u8cc7\u6e90\u306e\u4e00\u3064\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u3057\u304b\u3057\uff0c\u6211\u304c\u56fd\u306e\u5730\u65b9\u90fd\u5e02\u304c\u62b1\u3048\u308b\u4ea4\u901a\u554f\u984c\u304c\uff0cLRT\u306e\u307f\u3067\u5168\u3066\u89e3\u6c7a\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u4e01\u5be7\u306a\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3092\u901a\u3057\u3066\uff0c\u5404\u90fd\u5e02\u3084\u5730\u57df\u306e\u7279\u6027\u3092\u8a73\u7d30\u306b\u5206\u6790\u3059\u308b\u3068\u3068\u3082\u306b\uff0c\u591a\u69d8\u306a\u4e3b\u4f53\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u4ea4\u901a\u653f\u7b56\u306e\u52b9\u679c\u3092\uff0c\u5e83\u304f\u5e02\u6c11\u306b\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308b\u3002\u672c\u7814\u7a76\u5ba4\u7d39\u4ecb\u304c\u5c11\u3057\u3067\u3082\u304a\u5f79\u306b\u7acb\u3066\u308c\u3070\u5e78\u3044\u3067\u3042\u308b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u53c2\u8003\u6587\u732e<\/p>\n<ul>\n<li>\u5927\u68ee\u5ba3\u6681, \u52a0\u85e4\u821c, \u5b8b\u6d69\u7136, \u6d45\u91ce\u5468\u5e73, \u9577\u7530\u54f2\u5e73(2024)\u300c\u5b50\u80b2\u3066\u4e88\u5099\u8ecd\u3068\u3057\u3066\u306e\u5927\u5b66\u751f\u306b\u5bfe\u3059\u308b\u5b50\u3069\u3082\u9023\u308c\u5916\u51fa\u6559\u5ba4\u306e\u52b9\u679c\uff0d\u5b50\u3069\u3082\u4e57\u305b\u96fb\u52d5\u30a2\u30b7\u30b9\u30c8\u4ed8\u304d\u81ea\u8ee2\u8eca\u3068\u30d9\u30d3\u30fc\u30ab\u30fc\u3092\u5bfe\u8c61\u3068\u3057\u3066\uff0d\u300d\u300e\u90fd\u5e02\u8a08\u753b\u8ad6\u6587\u96c6\u300f, Vol.59, No.3.\uff08\u5370\u5237\u4e2d\uff09<\/li>\n<li>\u5343\u5cf6\u6b66\u4e38, \u5927\u68ee\u5ba3\u6681, \u9577\u7530\u54f2\u5e73, \u9752\u91ce\u8c9e\u5eb7(2024)\u300c\u5b87\u90fd\u5bae\u90fd\u5e02\u570f\u306b\u304a\u3051\u308bLRT\u897f\u5074\u5ef6\u4f38\u6642\u306e\u901a\u52e4\u4ea4\u901a\u624b\u6bb5\u8ee2\u63db\u53ef\u80fd\u6027\u306b\u95a2\u3059\u308b\u7814\u7a76\u300d\u300e\u571f\u6728\u8a08\u753b\u5b66\u7814\u7a76\u30fb\u8b1b\u6f14\u96c6\u300f, Vol.69, CD-ROM.<\/li>\n<li>\u5927\u68ee\u5ba3\u6681(2024)\u300cLRT\u306e\u3042\u308b\u5b87\u90fd\u5bae\u306e\u307e\u3061\u3065\u304f\u308a\u300d\u300e\u5e02\u653f\u7814\u7a76\u3046\u3064\u306e\u307f\u3084\u300f,Vol.20.\uff08\u5370\u5237\u4e2d\uff09<\/li>\n<li>\u5b87\u90fd\u5bae\u5e02\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff1a\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u901a\u884c\u91cf, https:\/\/www.city.utsunomiya.lg.jp\/shisei\/machizukuri\/1028800\/1025217.html\uff082024\u5e7410\u670816\u65e5\u95b2\u89a7\uff09<\/li>\n<li>\u6211\u59bb\u667a\u4e16, \u9577\u7530\u54f2\u5e73, \u5927\u68ee\u5ba3\u6681, \u53e4\u6c60\u5f18\u9686(2021)\u300c\u8907\u6570\u5730\u70b9\u306e\u53d7\u52d5\u8d64\u5916\u7dda\u81ea\u52d5\u8a08\u6e2c\u5668\u3092\u7528\u3044\u305f\u4e2d\u5fc3\u5e02\u8857\u5730\u306b\u304a\u3051\u308b\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u901a\u884c\u91cf\u306e\u5909\u52d5\u306b\u95a2\u3059\u308b\u7814\u7a76\u300d\u300e\u4ea4\u901a\u5de5\u5b66\u8ad6\u6587\u96c6\u300f, Vol.7, No.4, pp.B_31-B_40.<\/li>\n<li>\u6803\u6728\u770c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff1a\u5b87\u90fd\u5bae\u5e02\u6771\u90e8\u5730\u57df\u6e0b\u6ede\u5bfe\u7b56\u306b\u95a2\u3059\u308b\u793e\u4f1a\u5b9f\u9a13\u306b\u3064\u3044\u3066\uff0chttps:\/\/www.pref.tochigi.lg.jp\/h03\/utsunomiya-tobujyuutai\/shyakai-jikken.html\uff082024\u5e7410\u670816\u65e5\u95b2\u89a7\uff09<\/li>\n<li>\u6803\u6728\u770c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff1a\u82b3\u8cc0\u30fb\u5b87\u90fd\u5bae\u5730\u57df\u4ea4\u901a\u5bfe\u7b56\u5354\u8b70\u4f1a\u306b\u3064\u3044\u3066\uff0chttps:\/\/www.pref.tochigi.lg.jp\/h03\/utsunomiya-tobujyuutai\/koutsutaisaku.html\uff082024\u5e7410\u670816\u65e5\u95b2\u89a7\uff09<\/li>\n<\/ul>\n<p><a href=\"#_ftnref1\" name=\"_ftn1\"><\/a><\/p>\n<p style=\"text-align: right;\"><b data-stringify-type=\"bold\">\u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u793e\u4f1a\u57fa\u76e4\u30c7\u30b6\u30a4\u30f3\u5b66\u79d1\u30fb\u90fd\u5e02\u8a08\u753b\u7814\u7a76\u5ba4, \u4ea4\u901a\u5de5\u5b66, Vol.53, No.2, pp.52-53, 2018.4 \u3092\u5143\u306b\u3001\u6642\u70b9\u7d42\u70b9\u3092\u52a0\u3048\u3066\u3044\u307e\u3059\u3002<\/b><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u793e\u4f1a\u57fa\u76e4\u30c7\u30b6\u30a4\u30f3\u5b66\u79d1\u30fb\u90fd\u5e02\u8a08\u753b\u7814\u7a76\u5ba4 \u8ab0\u3082\u304c\u66ae\u3089\u3057\u3084\u3059\u304f\u6301\u7d9a\u53ef\u80fd\u306a\u90fd\u5e02\u3068\u4eba\u3068\u30e2\u30ce\u306e\u4ea4\u901a\u7814\u7a76 \u5927\u68ee \u5ba3\u6681 (\u304a\u304a\u3082\u308a \u306e\u3076\u3042\u304d) \u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u6559\u6388 \u9577\u7530 \u54f2\u5e73 (\u304a\u3055\u3060 \u3066\u3063\u307a\u3044) \u5b87\u90fd\u5bae\u5927\u5b66\u5730\u57df\u30c7\u30b6\u30a4\u30f3\u79d1\u5b66\u90e8\u51c6\u6559\u6388 &nbsp; \u9023\u8f09\u300c\u7814\u7a76\u5ba4\u7d39\u4ecb\u300d\u3067\u306f\uff0c\u5b66\u8853\u306e\u4e16\u754c\u3068\u8aad\u8005\u306e\u6a4b\u6e21\u3057\u3092\u3059\u308b\u3079\u304f\uff0c\u4ea4\u901a\u7814\u7a76\u306e\u6700\u524d\u7dda\u306e\u6d3b\u52d5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u7b2c\u4e00\u7dda\u306e\u7814\u7a76\u8005\u304c\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u7814\u7a76\u30c6\u30fc\u30de\uff0c\u5177\u4f53\u7684\u306a\u7814\u7a76\u5185\u5bb9\uff0c\u4ea4\u901a\u653f\u7b56\u3084\u4ea4\u901a\u4e8b\u696d\u8005\u306e\u7d4c\u55b6\u3078\u306e\u30a4\u30f3\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7b49\u306b\u3064\u3044\u3066\uff0c\u7814\u7a76\u8005\u81ea\u8eab\u304b\u3089\u5206\u304b\u308a\u3084\u3059\u304f\u7d39\u4ecb\u3057\u3066\u9802\u304d\u307e\u3059\u3002 &nbsp; &nbsp; \uff11\uff0e\u306f\u3058\u3081\u306b \u672c\u7814\u7a76\u5ba4\u306f\uff0c1985\u5e74\u306b\uff0c\u53e4\u6c60\u5f18\u9686\u5148\u751f\uff08\u73fe\u5b87\u90fd\u5bae\u5171\u548c\u5927\u5b66\u7279\u4efb\u6559\u6388\uff09\u3068\u6c38\u4e95\u8b77\u5148\u751f\uff08\u5b87\u90fd\u5bae\u5927\u5b66\u540d\u8a89\u6559\u6388\uff09\u304c\u8d74\u4efb\u3055\u308c\u305f\u969b\u306b\uff0c\u300c\u5730\u57df\u8a08\u753b\u5b66\u7814\u7a76\u5ba4\u300d\u3068\u3057\u3066\u767a\u8db3\u3057\u305f\u3002\u305d\u306e\u5f8c\uff0c1994\u5e74\u306b\u68ee\u672c\u7ae0\u502b\u5148\u751f\uff08\u73fe\u65e9\u7a32\u7530\u5927\u5b66\u6559\u6388\uff09\u304c\u8d74\u4efb\u3055\u308c\uff0c2010\u5e74\u3088\u308a\u7814\u7a76\u5ba4\u540d\u3092\u300c\u90fd\u5e02\u8a08\u753b\u7814\u7a76\u5ba4\u300d\u3078\u5909\u66f4\u3057\u305f\u3002\u305d\u3057\u3066\uff0c2013\u5e744\u6708\u306b\u9577\u7530\u304c\u8d74\u4efb\u3057\uff0c2014\u5e744\u6708\u306b\u68ee\u672c\u5148\u751f\u304c\u65e9\u7a32\u7530\u5927\u5b66\u306b\u7570\u52d5\u3055\u308c\uff0c\u540c\u5e749\u6708\u306b\u5927\u68ee\u304c\u7740\u4efb\u3057\u305f\u30022024\u5e749\u6708\u73fe\u5728\u306e\u30e1\u30f3\u30d0\u30fc\u306f\uff0c\u5927\u68ee\uff0c\u9577\u7530\uff0c\u535a\u58eb\u5f8c\u671f\u8ab2\u7a0b4\u540d\uff08\u3046\u3061\u793e\u4f1a\u4eba\u30c9\u30af\u30bf\u30fc3\u540d\uff09\uff0c\u535a\u58eb\u524d\u671f\u8ab2\u7a0b3\u540d\uff0c\u5b66\u90e8\u751f7\u540d\u3067\u3042\u308b\u3002\u672c\u7814\u7a76\u5ba4\u3067\u306f\uff0c\u4eba\u53e3\u6e1b\u5c11\u30fb\u5c11\u5b50\u9ad8\u9f62\u793e\u4f1a\u306b\u304a\u3044\u3066\uff0c\u82e5\u8005\u304b\u3089\u9ad8\u9f62\u8005\u307e\u3067\u8ab0\u3082\u304c\u66ae\u3089\u3057\u3084\u3059\u304f\uff0c\u663c\u3082\u591c\u3082\u9b45\u529b\u7684\u3067\uff0c\u6301\u7d9a\u53ef\u80fd\u306a\u90fd\u5e02\u3068\u4eba\u3068\u30e2\u30ce\u306e\u4ea4\u901a\u306e\u5b9f\u73fe\u306b\u5bc4\u4e0e\u3059\u308b\u7814\u7a76\u3092\u884c\u3063\u3066\u3044\u308b\u3002\u307e\u305f\uff0c2023\u5e748\u6708\u306b\u958b\u696d\u3057\u305f\u82b3\u8cc0\u30fb\u5b87\u90fd\u5baeLRT\uff08\u30e9\u30a4\u30c8\u30e9\u30a4\u30f3\uff09\u306b\u95a2\u3059\u308b\u7814\u7a76\u3082\uff0c\u9577\u5e74\u306b\u6e21\u308a\u7d99\u7d9a\u3057\u3066\u5b9f\u65bd\u3057\u3066\u3044\u308b\u3002 &nbsp; \uff12\uff0e\u5177\u4f53\u7684\u306a\u7814\u7a76\u6d3b\u52d5 \u5927\u68ee\u306f\uff0c\u90fd\u5e02\u4ea4\u901a\u8a08\u753b\uff0c\u6d3b\u52d5\u30fb\u4ea4\u901a\u884c\u52d5\u5206\u6790\uff0c\u30d0\u30ea\u30a2\u30d5\u30ea\u30fc\u306e\u307e\u3061\u3065\u304f\u308a\u3092\u5c02\u9580\u3068\u3057\u3066\u3044\u308b\u3002 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&nbsp; LRT\u3068\u30e2\u30d3\u30ea\u30c6\u30a3\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\uff1a\u82b3\u8cc0\u30fb\u5b87\u90fd\u5baeLRT\u3092\u5bfe\u8c61\u306b\uff0c\u73fe\u5728\u3069\u306e\u3088\u3046\u306a\u4eba\u304cLRT\u3092\u5229\u7528\u3057\uff0c\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306a\u4eba\u304cLRT\u3092\u5229\u7528\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\uff0cLRT\u5229\u7528\u4fc3\u9032\u306e\u305f\u3081\u306e\u614b\u5ea6\u30fb\u884c\u52d5\u5909\u5bb9\u306b\u6709\u52b9\u306a\u52d5\u6a5f\u3065\u3051\u60c5\u5831\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u304b\u3092\u691c\u8a0e\u3059\u308b\u305f\u3081\uff0cGoogle Maps API\u3092\u6d3b\u7528\u3057\u305f\u4ea4\u901a\u884c\u52d5\u81ea\u5df1\u8a3a\u65ad\u30fb\u884c\u52d5\u5909\u5bb9Web\u8abf\u67fb\u30b7\u30b9\u30c6\u30e0\uff08ARIGATO-LRT\uff09\u3092\u958b\u767a\u3057\uff0c\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u5206\u6790\u3092\u9032\u3081\u3066\u3044\u308b[2]\uff08\u56f3\uff11\uff09\u3002\u5c06\u6765\uff0cLRT\u304cJR\u5b87\u90fd\u5bae\u99c5\u897f\u5074\u306e\u90fd\u5fc3\u90e8\u3078\u5ef6\u4f38\u3057\u305f\u5834\u5408\u306b\uff0c\u90fd\u5fc3\u90e8\u306b\u52e4\u52d9\u3059\u308b\u81ea\u52d5\u8eca\u901a\u52e4\u8005\u306eLRT\uff08\u30b5\u30a4\u30af\u30eb\uff06\u30e9\u30a4\u30c9\uff0c\u30d1\u30fc\u30af\uff06\u30e9\u30a4\u30c9\u3092\u542b\u3080\uff09\u3078\u306e\u8ee2\u63db\u53ef\u80fd\u6027\u3092\u691c\u8a0e\u3057\u305f\u3002LRT\u901a\u52e4\u306a\u3089\u3070\u901a\u52e4\u624b\u5f53\u304c\u5168\u984d\u652f\u7d66\u3055\u308c\uff0c\u73fe\u5728\u306e\u3088\u3046\u306b\uff0c\u8077\u5834\u4ed8\u8fd1\u306b\u81ea\u5df1\u8ca0\u62c5\u3067\u99d0\u8eca\u5834\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u8a2d\u5b9a\u3067\u306f\uff0c\u7d0420\uff5e40%\u304cLRT\u3078\u306e\u8ee2\u63db\u610f\u5411\u3092\u793a\u3057\u305f[3]\u3002\u73fe\u5728\uff0c\u516c\u5171\u4ea4\u901aGTFS[1]\u30c7\u30fc\u30bf\u3068Open Trip Planner(OTP)[2]\u3092\u6d3b\u7528\u3057\uff0c\u4efb\u610f\u306e\u51fa\u767a\u5730\u30fb\u5230\u7740\u5730\u3092\u8a2d\u5b9a\u3057\uff0cLRT\u3092\u542b\u3081\u305f\u4ee3\u66ff\u6848\u3092\u691c\u8a0e\u53ef\u80fd\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u9032\u3081\u3066\u3044\u308b\u3002 &nbsp; \u00b9\u516c\u5171\u4ea4\u901a\u306b\u95a2\u3059\u308b\u4e16\u754c\u6a19\u6e96\u306e\u30c7\u30fc\u30bf\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u00a0 \u00a0 \u00a0 \u00a0\u00b2\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u7d4c\u8def\u691c\u7d22\u30a8\u30f3\u30b8\u30f3 &nbsp; &nbsp; \u9577\u7530\u306f\uff0c\u90fd\u5e02\u8a08\u753b\uff0c\u4ea4\u901a\u8a08\u753b\uff0c\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u3092\u5c02\u9580\u3068\u3057\uff0c\u4ea4\u901a\u6d41\u52d5\u306e\u5909\u5316\u306b\u95a2\u3059\u308b\u7814\u7a76\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3002 2016\u5e74\u304b\u3089\u306f\u5b87\u90fd\u5bae\u5e02\u3068\u9023\u643a\u3057\uff0c\u4e2d\u5fc3\u5e02\u8857\u5730\u3067\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u306e\u901a\u884c\u91cf\u306e\u81ea\u52d5\u8a08\u6e2c\u3092\u884c\u3063\u3044\u308b[4]\u3002\u307e\u305f\uff0c LRT\u958b\u696d\u3092\u63a7\u3048\u305f2022\u5e74\u304b\u3089\u306f\u6803\u6728\u770c\u3068\u9023\u643a\u3057\uff0c\u81ea\u52d5\u8eca\u4ea4\u901a\u6d41\u306e\u5909\u5316\u3092AI\u753b\u50cf\u89e3\u6790\u3067\u884c\u3063\u3066\u3044\u308b\u3002 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\u9032\u3081\u3066\u3044\u308b[7]\u3002 &nbsp; &nbsp; \uff13\uff0e\u304a\u308f\u308a\u306b 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&nbsp; &nbsp; \u53c2\u8003\u6587\u732e \u5927\u68ee\u5ba3\u6681, \u52a0\u85e4\u821c, \u5b8b\u6d69\u7136, \u6d45\u91ce\u5468\u5e73, \u9577\u7530\u54f2\u5e73(2024)\u300c\u5b50\u80b2\u3066\u4e88\u5099\u8ecd\u3068\u3057\u3066\u306e\u5927\u5b66\u751f\u306b\u5bfe\u3059\u308b\u5b50\u3069\u3082\u9023\u308c\u5916\u51fa\u6559\u5ba4\u306e\u52b9\u679c\uff0d\u5b50\u3069\u3082\u4e57\u305b\u96fb\u52d5\u30a2\u30b7\u30b9\u30c8\u4ed8\u304d\u81ea\u8ee2\u8eca\u3068\u30d9\u30d3\u30fc\u30ab\u30fc\u3092\u5bfe\u8c61\u3068\u3057\u3066\uff0d\u300d\u300e\u90fd\u5e02\u8a08\u753b\u8ad6\u6587\u96c6\u300f, Vol.59, No.3.\uff08\u5370\u5237\u4e2d\uff09 \u5343\u5cf6\u6b66\u4e38, \u5927\u68ee\u5ba3\u6681, \u9577\u7530\u54f2\u5e73, \u9752\u91ce\u8c9e\u5eb7(2024)\u300c\u5b87\u90fd\u5bae\u90fd\u5e02\u570f\u306b\u304a\u3051\u308bLRT\u897f\u5074\u5ef6\u4f38\u6642\u306e\u901a\u52e4\u4ea4\u901a\u624b\u6bb5\u8ee2\u63db\u53ef\u80fd\u6027\u306b\u95a2\u3059\u308b\u7814\u7a76\u300d\u300e\u571f\u6728\u8a08\u753b\u5b66\u7814\u7a76\u30fb\u8b1b\u6f14\u96c6\u300f, Vol.69, CD-ROM. \u5927\u68ee\u5ba3\u6681(2024)\u300cLRT\u306e\u3042\u308b\u5b87\u90fd\u5bae\u306e\u307e\u3061\u3065\u304f\u308a\u300d\u300e\u5e02\u653f\u7814\u7a76\u3046\u3064\u306e\u307f\u3084\u300f,Vol.20.\uff08\u5370\u5237\u4e2d\uff09 \u5b87\u90fd\u5bae\u5e02\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff1a\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u901a\u884c\u91cf, https:\/\/www.city.utsunomiya.lg.jp\/shisei\/machizukuri\/1028800\/1025217.html\uff082024\u5e7410\u670816\u65e5\u95b2\u89a7\uff09 \u6211\u59bb\u667a\u4e16, \u9577\u7530\u54f2\u5e73, \u5927\u68ee\u5ba3\u6681, \u53e4\u6c60\u5f18\u9686(2021)\u300c\u8907\u6570\u5730\u70b9\u306e\u53d7\u52d5\u8d64\u5916\u7dda\u81ea\u52d5\u8a08\u6e2c\u5668\u3092\u7528\u3044\u305f\u4e2d\u5fc3\u5e02\u8857\u5730\u306b\u304a\u3051\u308b\u6b69\u884c\u8005\u30fb\u81ea\u8ee2\u8eca\u901a\u884c\u91cf\u306e\u5909\u52d5\u306b\u95a2\u3059\u308b\u7814\u7a76\u300d\u300e\u4ea4\u901a\u5de5\u5b66\u8ad6\u6587\u96c6\u300f, Vol.7, No.4, pp.B_31-B_40. \u6803\u6728\u770c\u30db\u30fc\u30e0\u30da\u30fc\u30b8\uff1a\u5b87\u90fd\u5bae\u5e02\u6771\u90e8\u5730\u57df\u6e0b\u6ede\u5bfe\u7b56\u306b\u95a2\u3059\u308b\u793e\u4f1a\u5b9f\u9a13\u306b\u3064\u3044\u3066\uff0chttps:\/\/www.pref.tochigi.lg.jp\/h03\/utsunomiya-tobujyuutai\/shyakai-jikken.html\uff082024\u5e7410\u670816\u65e5\u95b2\u89a7\uff09 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