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id=\"attachment_4719\" aria-describedby=\"caption-attachment-4719\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4719\" src=\"https:\/\/dev.academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/002-9.jpg\" alt=\"\" width=\"600\" height=\"450\" srcset=\"https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/002-9.jpg 600w, https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/002-9-300x225.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-4719\" 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id=\"attachment_4796\" aria-describedby=\"caption-attachment-4796\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4796\" src=\"https:\/\/dev.academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/academistJ_\u56f33rv2b-1024x434.png\" alt=\"\" width=\"600\" height=\"254\" srcset=\"https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/academistJ_\u56f33rv2b-1024x434.png 1024w, https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/academistJ_\u56f33rv2b-300x127.png 300w, https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/academistJ_\u56f33rv2b-768x325.png 768w, https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/academistJ_\u56f33rv2b.png 1166w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-4796\" class=\"wp-caption-text\">\u592a\u967d\u30d5\u30ec\u30a2\u767a\u751f\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\uff08\u6982\u8981\u56f3\uff09<\/figcaption><\/figure>\n<p>\u307e\u305a\u5404\u89b3\u6e2c\u753b\u50cf\u304b\u3089\u9ed2\u70b9\u3092\u81ea\u52d5\u691c\u51fa\u3057\u3001\u9ed2\u70b9\u5468\u308a\u306e\u7d0460\u9805\u76ee\u306e\u7279\u5fb4\u3092\u8a08\u7b97\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7279\u5fb4\u306f\u3001\u9577\u5e74\u306e\u5b87\u5b99\u5929\u6c17\u4e88\u5831\u306e\u7d4c\u9a13\u3084\u904e\u53bb\u306e\u8ad6\u6587\u3092\u3082\u3068\u306b\u9078\u3073\u307e\u3057\u305f\u3002\u6b21\u306b\u3001\u904e\u53bb\u306e\u3069\u306e\u9ed2\u70b9\u304b\u3089\u3001\u3069\u306e\u30af\u30e9\u30b9\u306e\u592a\u967d\u30d5\u30ec\u30a2\u304c\u767a\u751f\u3057\u305f\u304b\u306e\u30ea\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30ea\u30b9\u30c8\u304b\u3089\u5927\u304d\u306a\u30d5\u30ec\u30a2\u304c\u8d77\u3053\u3063\u305f\u3068\u304d\u306e\u9ed2\u70b9\u306e\u7279\u5fb4\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u898b\u3064\u3051\u51fa\u3059\u4f5c\u696d\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u540c\u3058\u7279\u5fb4\u3092\u6301\u3064\u9ed2\u70b9\u3092\u592a\u967d\u30d5\u30ec\u30a2\u306e\u767a\u751f\u78ba\u7387\u304c\u9ad8\u3044\u3068\u8a8d\u5b9a\u3057\u3066\u3001\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002\u4eca\u56de\u3001\u4e00\u822c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3067\u3042\u308b\u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3\uff08SVM\uff09\u3001k\u8fd1\u508d\u6cd5\uff08kNN\uff09\u3001\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u5b66\u7fd2\uff08ERT\uff09\u3068\u3044\u3046\u8907\u6570\u306e\u624b\u6cd5\u3092\u7528\u3044\u307e\u3057\u305f\u3002<\/p>\n<h3>AI\u6280\u8853\u3092\u7528\u3044\u3066\u592a\u967d\u30d5\u30ec\u30a2\u306e\u767a\u751f\u3092\u4e88\u6e2c\u3067\u304d\u308b\uff01\uff1f \u4e88\u6e2c\u7cbe\u5ea6\u304c8\u5272\u306b\u4e0a\u304c\u3063\u305f<\/h3>\n<p>\u305d\u306e\u7d50\u679c\u3001\u6700\u5927\u898f\u6a21\u30d5\u30ec\u30a2\uff08X\u30af\u30e9\u30b9\uff09\u3082\u4e2d\u898f\u6a21\u30d5\u30ec\u30a2\uff08M\u30af\u30e9\u30b9\uff09\u3082\u540c\u69d8\u306b\u3001\u5f93\u67655\u5272\u5f31\u7a0b\u5ea6\u3060\u3063\u305f\u4e88\u6e2c\u7cbe\u5ea6\u304b\u3089\u30018\u5272\u3092\u8d85\u3048\u308b\u4e16\u754c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u4e88\u6e2c\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u592a\u967d\u30d5\u30ec\u30a2\u767a\u751f\u524d\u306b\u73fe\u308c\u308b\u9ed2\u70b9\u306e\u7d0460\u9805\u76ee\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5206\u6790\u304b\u3089\u91cd\u8981\u5ea6\u306e\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u7d71\u5408\u7684\u306b\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u4e0b\u56f3\u306b\u306f\u9078\u3093\u3060\u9ed2\u70b9\u306e\u7279\u5fb4\u306e\u4f8b\u3068\u3057\u3066\u3001\u78c1\u6c17\u4e2d\u6027\u7dda\u3084\u78c1\u5834\u306e\u6b6a\u307f\u3001\u5f69\u5c64\u4f4e\u90e8\u306e\u767a\u5149\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_4721\" aria-describedby=\"caption-attachment-4721\" style=\"width: 600px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-4721\" src=\"https:\/\/dev.academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/004-4.jpg\" alt=\"\" width=\"600\" height=\"268\" srcset=\"https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/004-4.jpg 600w, https:\/\/academist-cf.com\/journal\/wp-content\/uploads\/2017\/05\/004-4-300x134.jpg 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption id=\"caption-attachment-4721\" class=\"wp-caption-text\">\u592a\u967d\u9ed2\u70b9\u306e\u78c1\u5834\u3068\u5f69\u5c64\u4f4e\u90e8\u753b\u50cf\uff08SDO\u885b\u661fHMI\u671b\u9060\u93e1\u3001AIA\u671b\u9060\u93e1\uff09<\/figcaption><\/figure>\n<p>\u3059\u308b\u3068\u3001\u5f93\u6765\u91cd\u8981\u3060\u3068\u601d\u308f\u308c\u3066\u3044\u305f\u9ed2\u70b9\u306e\u7279\u5fb4\u306e\u307b\u304b\u306b\u3001\u78c1\u6c17\u4e2d\u6027\u7dda\u306e\u9577\u3055\u3068\u672c\u6570\u3001\u4eca\u56de\u65b0\u305f\u306b\u9078\u3093\u3060\u5f69\u5c64\u4f4e\u90e8\u306e\u767a\u5149\u306e\u7279\u5fb4\u3082\u91cd\u8981\u3067\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u65b0\u305f\u306b\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p style=\"text-align: center;\"><strong>\u9ed2\u70b9\u306e\u7279\u5fb4\u306e\u91cd\u8981\u5ea6\u30e9\u30f3\u30ad\u30f3\u30b0\uff08\u6982\u8981\uff09<\/strong><br \/>\n1. \u592a\u967d\u30d5\u30ec\u30a2\u306e\u767a\u751f\u5b9f\u7e3e<br \/>\n2. \u78c1\u6c17\u4e2d\u6027\u7dda\u306e\u9577\u3055\u30fb\u672c\u6570<br \/>\n3. \u78c1\u5834\u306e\u5f37\u3055\u30fb\u78c1\u675f\u91cf<br \/>\n4. \u5f69\u5c64\u4f4e\u90e8\u306e\u767a\u5149<br \/>\n5. \u78c1\u5834\u306e\u6b6a\u307f\u5177\u5408<br \/>\n6. \u6642\u9593\u5909\u5316\u306e\u5ea6\u5408\u3044<\/p>\n<p>\u592a\u967d\u30d5\u30ec\u30a2\u76f4\u524d\u306e\u7279\u5fb4\u306f\u3001\u5730\u9707\u767a\u751f\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u985e\u4f3c\u3057\u3066\u3044\u307e\u3059\u3002\u78c1\u6c17\u4e2d\u6027\u7dda\u306e\u9577\u3055\u3084\u672c\u6570\u306f\u3001\u592a\u967d\u9ed2\u70b9\u306b\u84c4\u7a4d\u3055\u308c\u305f\u6b6a\u307f\u30a8\u30cd\u30eb\u30ae\u30fc\u3001\u30d5\u30ec\u30a2\u3092\u8d77\u3053\u3059\u30c8\u30ea\u30ac\u30fc\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u306e\u4e00\u5019\u88dc\u3068\u8003\u3048\u3089\u308c\u308b\u5c0f\u898f\u6a21\u78c1\u5834\u306e\u51fa\u73fe\u3068\u95a2\u9023\u304c\u5f37\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u5f69\u5c64\u4f4e\u90e8\u306e\u767a\u5149\u3082\u3001\u5c0f\u898f\u6a21\u78c1\u5834\u306e\u592a\u967d\u5927\u6c17\u4e0b\u5c64\u304b\u3089\u306e\u51fa\u73fe\u3068\u95a2\u9023\u304c\u3042\u308b\u3068\u89e3\u91c8\u3055\u308c\u3001\u3044\u307e\u3060\u306b\u89e3\u660e\u3055\u308c\u3066\u3044\u306a\u3044\u592a\u967d\u30d5\u30ec\u30a2\u306e\u767a\u751f\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u77e5\u308b\u624b\u304c\u304b\u308a\u3092\u793a\u3059\u8cb4\u91cd\u306a\u7d50\u679c\u3067\u3059\u3002<\/p>\n<p><span style=\"color: #3366ff;\"><em>\uff0a\u78c1\u6c17\u4e2d\u6027\u7dda: \u592a\u967d\u9ed2\u70b9\u306f\u3001\u78c1\u77f3\u3067\u3044\u3046N\u6975\u3068S\u6975\u306e\u5bfe\u304b\u3089\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u592a\u967d\u8868\u9762\u4e0a\u306e\u9ed2\u70b9\u306eN\u6975\u3068S\u6975\u306e\u5883\u76ee\u3092\u78c1\u6c17\u4e2d\u6027\u7dda\u3068\u547c\u3073\u307e\u3059\u3002\u3053\u306e\u9818\u57df\u306b\u306f\u3001\u9ed2\u70b9\u78c1\u5834\u306e\u6b6a\u307f\u304c\u84c4\u7a4d\u3055\u308c\u305f\u308a\u3001\u592a\u967d\u30d5\u30ec\u30a2\u767a\u751f\u3092\u30c8\u30ea\u30ac\u30fc\u3059\u308b\u5c0f\u898f\u6a21\u306a\u78c1\u529b\u7dda\u304c\u51fa\u73fe\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u3001\u592a\u967d\u30d5\u30ec\u30a2\u306e\u4e88\u6e2c\u306b\u306f\u91cd\u8981\u306a\u9818\u57df\u3067\u3059\u3002<\/em><\/span><\/p>\n<p><span style=\"color: #3366ff;\"><em>\uff0a\u5f69\u5c64\u4f4e\u90e8\u306e\u767a\u5149: \u592a\u967d\u8868\u9762\u306e\u5149\u7403\u3068\u3001\u305d\u306e\u4e0a\u7a7a\u306b\u3042\u308b\u300c\u30b3\u30ed\u30ca\u300d\u3068\u306e\u9593\u306b\u5b58\u5728\u3059\u308b\u306e\u304c\u5f69\u5c64\u3067\u3059\u3002\u9ed2\u70b9\u3092\u5f62\u6210\u3059\u308b\u78c1\u529b\u7dda\u306f\u3001\u592a\u967d\u5185\u90e8\u304b\u3089\u5f69\u5c64\u3092\u901a\u3063\u3066\u30b3\u30ed\u30ca\u306b\u51fa\u73fe\u3057\u307e\u3059\u3002\u3053\u306e\u5f69\u5c64\u3092\u901a\u308b\u6642\u306b\u5fae\u5c0f\u306a\u30d5\u30ec\u30a2\u304c\u8d77\u3053\u308b\u3068\u3001\u5f69\u5c64\u4f4e\u90e8\u3067\u767a\u5149\u304c\u89b3\u6e2c\u3055\u308c\u308b\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/em><\/span><\/p>\n<h3>\u5b87\u5b99\u5929\u6c17\u4e88\u5831\u306e\u4eca\u5f8c\u306e\u767a\u5c55<\/h3>\n<p>\u73fe\u5728\u3001\u56fd\u969b\u6c11\u9593\u822a\u7a7a\u6a5f\u95a2\uff08ICAO\uff09\u3067\u306f2020\u5e74\u4ee3\u3092\u76ee\u6a19\u306b\u3001\u6d77\u6d0b\u4e0a\u30fb\u6975\u57df\u822a\u8def\u3067\u306e\u901a\u4fe1\u3001\u5b87\u5b99\u653e\u5c04\u7dda\u88ab\u3070\u304f\u3001\u3055\u3089\u306bGPS\u3092\u5229\u7528\u3057\u305f\u6e2c\u4f4d\u306a\u3069\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u5b87\u5b99\u5929\u6c17\u306e\u60c5\u5831\u3092\u3001\u901a\u5e38\u696d\u52d9\u3067\u5229\u7528\u3057\u3088\u3046\u3068\u3044\u3046\u8a08\u753b\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u6d77\u5916\u3067\u306f\u3001\u96fb\u529b\u4f1a\u793e\u3084\u4fdd\u967a\u4f1a\u793e\u306a\u3069\u306e\u6c11\u9593\u4f01\u696d\u3082\u5b87\u5b99\u5929\u6c17\u4e88\u5831\u306e\u53d6\u308a\u7d44\u307f\u306b\u53c2\u52a0\u3057\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u72b6\u6cc1\u306b\u304a\u3044\u3066\u3001\u4eca\u56de\u958b\u767a\u3057\u305f\u592a\u967d\u30d5\u30ec\u30a2\u306e\u4e88\u6e2c\u30e2\u30c7\u30eb\u304c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044\u4e88\u6e2c\u60c5\u5831\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u308b\u3088\u3046\u3001\u4eca\u5f8c\u3001\u691c\u8a3c\u3057\u306a\u304c\u3089\u5b9f\u7528\u5316\u3092\u9032\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u5b87\u5b99\u306f\u3082\u306f\u3084\u3001\u5207\u308a\u96e2\u3055\u308c\u305f\u5922\u306e\u4e16\u754c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5b87\u5b99\u5929\u6c17\u3082\u542b\u3081\u3066\u3001\u8eab\u8fd1\u306a\u3068\u3053\u308d\u3067\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u793e\u4f1a\u306e\u5b87\u5b99\u6642\u4ee3\u306f\u3082\u3046\u59cb\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u53c2\u8003\u6587\u732e<\/strong><br \/>\nN. Nishizuka, K. Sugiura, Y. Kubo, M. Den, S. Watari, and M. Ishii, Solar Flare Prediction Model with Three Machine-Learning Algorithms using Ultraviolet Brightening and Vector Magnetograms, The Astrophysical Journal, Vol.835, Issue 2, 156, (2017).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b87\u5b99\u306e\u5929\u6c17\u4e88\u5831\uff01\uff1f\u3000\u592a\u967d\u30d5\u30ec\u30a2\u304c\u5730\u7403\u3092\u8972\u3063\u305f\u3089\u3069\u3046\u306a\u308b\u304b\uff1f \u4eca\u3084\u5929\u6c17\u4e88\u5831\u306f\u3001\u4e16\u754c\u306e\u5929\u6c17\u4e88\u5831\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u5b87\u5b99\u306e\u5929\u6c17\u4e88\u5831\u3082\u6bce\u65e5\u914d\u4fe1\u3055\u308c\u3066\u3044\u308b\u306e\u3092\u3054\u5b58\u3058\u3067\u3057\u3087\u3046\u304b\u3002\u5730\u4e0a\u3068\u540c\u3058\u6674\u308c\u3084\u66c7\u308a\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5b87 [&hellip;]<\/p>\n","protected":false},"author":142,"featured_media":4719,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[3],"tags":[151,21,90,154],"class_list":["post-4717","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-outcome","tag-151","tag-21","tag-90","tag-154","has_thumb"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts\/4717","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/users\/142"}],"replies":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4717"}],"version-history":[{"count":0,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/posts\/4717\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=\/wp\/v2\/media\/4719"}],"wp:attachment":[{"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academist-cf.com\/journal\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}