{"id":6815,"date":"2025-09-02T15:48:05","date_gmt":"2025-09-02T06:48:05","guid":{"rendered":"https:\/\/aquaphotomics.com\/ja\/?page_id=6815"},"modified":"2025-09-18T13:51:33","modified_gmt":"2025-09-18T04:51:33","slug":"r-package-aquap2","status":"publish","type":"page","link":"https:\/\/aquaphotomics.com\/ja\/r-package-aquap2\/","title":{"rendered":"\u300cAquap2\u300d\u2013 R\u7528\u591a\u5909\u91cf\u30c7\u30fc\u30bf\u89e3\u6790\u30c4\u30fc\u30eb"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>\u57f7\u7b46\u8005<\/strong><strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Bernhard Pollner (<a href=\"mailto:bernhard.pollner@mac.com\">bernhard.pollner@mac.com<\/a>)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Zoltan Kovacs (<a href=\"mailto:kovacs@correltech.com\">kovacs@correltech.com<\/a>)<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u306f\u3058\u3081\u306b<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a2\u30af\u30a2\u30d5\u30a9\u30c8\u30df\u30af\u30b9\u306e\u89b3\u70b9\u304b\u3089\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb\u3092\u5206\u6790\u3059\u308b\u4f7f\u3044\u3084\u3059\u3044\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f2013\u5e74\u304b\u3089R\u8a00\u8a9e\u74b0\u5883\u3067\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306b\u53d6\u308a\u7d44\u3093\u3067\u304d\u307e\u3057\u305f\u3002 \u958b\u767a\u306f\u30dc\u30e9\u30f3\u30c6\u30a3\u30a2\u3067\u884c\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u6a5f\u80fd\u306e\u62e1\u5f35\u306b\u306f\u6642\u9593\u304c\u304b\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u307e\u3060\u30d9\u30fc\u30bf\u7248\u6bb5\u968e\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u3059\u3067\u306b\u30d1\u30ef\u30d5\u30eb\u3067\u67d4\u8edf\u6027\u306b\u5bcc\u3093\u3060\u591a\u76ee\u7684\u306a\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u4ed6\u306e\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u306f\u306a\u3044\u7279\u5225\u306a\u6a5f\u80fd\uff08\u4f8b\uff1a\u30a2\u30af\u30a2\u30b0\u30e9\u30e0\u8a08\u7b97\uff09\u304c\u3042\u308b\u307b\u304b\u3001\u5206\u6790\u6642\u9593\u306e\u5287\u7684\u306a\u77ed\u7e2e\u3001\u975e\u5e38\u306b\u53cd\u5fa9\u7684\u306a\u30bf\u30b9\u30af\u306e\u5b8c\u5168\u306a\u30b9\u30af\u30ea\u30d7\u30c8\u5316\u3001\u3059\u306a\u308f\u3061\u81ea\u52d5\u5316\u306a\u3069\u304c\u53ef\u80fd\u3068\u3044\u3063\u305f\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4e3b\u306a\u5185\u5bb9<\/strong><\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b9f\u9a13\u306e\u30c7\u30b6\u30a4\u30f3\u3068\u30b5\u30f3\u30d7\u30eb\u306e\u30e9\u30f3\u30c0\u30e0\u5316<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u304b\u3089\u306e\u30c7\u30fc\u30bf\u30a4\u30f3\u30dd\u30fc\u30c8(\u4f8b: *.DA, *.txt, *.xls, *.xlsx, *.pir, \u30ab\u30b9\u30bf\u30e0\u30a4\u30f3\u30dd\u30fc\u30c8\u6a5f\u80fd\u3067\u62e1\u5f35\u53ef\u80fd)<\/li>\n\n\n\n<li>\u30b5\u30f3\u30d7\u30eb\u540d\u3001\u30b0\u30eb\u30fc\u30d7\u5316\u5909\u6570\u3001\u305d\u306e\u4ed6\u306e\u69cb\u6210\u60c5\u5831\u306e\u3001\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3068\u306e\u81ea\u52d5\u7684\u306a\u7d71\u5408<\/li>\n\n\n\n<li>\u5b9f\u9a13\u74b0\u5883\u30d1\u30e9\u30e1\u30fc\u30bf\uff08\u6e29\u5ea6\u3001\u6e7f\u5ea6\u306a\u3069\uff09\u306e\u30e2\u30cb\u30bf\u30fc\u306b\u4f7f\u7528\u3055\u308c\u308b\u30ed\u30ac\u30fc\u30c7\u30fc\u30bf\u306e\u3001\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3068\u306e\u81ea\u52d5\u7684\u306a\u7d71\u5408<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316\uff1a\n<ul class=\"wp-block-list\">\n<li>\u30b5\u30f3\u30d7\u30eb\/\u30b0\u30eb\u30fc\u30d7\u3092\u8272\u5206\u3051\u306a\u3069\u3067\u307e\u3068\u3081\u308b\u3053\u3068\u306b\u3088\u308b\u30c7\u30fc\u30bf\u306e\u30b0\u30eb\u30fc\u30d7\u5316\/\u5206\u5272\/\u30b9\u30e9\u30a4\u30b9 \uff08\u30c7\u30fc\u30bf\u306e\u5225\u3005\u306e\u90e8\u5206\u3067\u540c\u3058\u5206\u6790\u30d5\u30ed\u30fc\u3092\u7e70\u308a\u8fd4\u3059\u3053\u3068\u304c\u53ef\u80fd\uff09<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\uff08\u4f8b\uff1a\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u3001\uff33\uff2e\uff36\u3001\uff2d\uff33\uff23\u3001\uff25\uff2d\uff33\uff23\u3001\uff24\uff25\uff34\uff32\uff25\uff2e\uff24\u3001\u7570\u306a\u308b\u7b97\u51fa\u65b9\u6cd5\u306b\u3088\u308b\u5fae\u5206\u3001\u5e73\u5747\u5316\u3001\u30ea\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u4eba\u5de5\u7684\u306a\u30ce\u30a4\u30ba\u8ca0\u8377<\/li>\n\n\n\n<li>\u89e3\u6790\u624b\u6cd5\uff08\u5b9f\u88c5\u4f8b: PCA, PLSR, SIMCA, \u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30a2\u30af\u30a2\u30b0\u30e9\u30e0\u8a08\u7b97\u306a\u3069\uff09\uff08\u5b9f\u88c5\u4e2d\uff1aPLS-DA; ANN; SVM; ICA\uff09<\/li>\n\n\n\n<li>\u30b9\u30b3\u30a2\u30d7\u30ed\u30c3\u30c8\u306b\u304a\u3051\u308b\u7d71\u8a08\u7684\u306a\u610f\u5473\u3092\u6301\u3064\u6955\u5186\u306e\u30d7\u30ed\u30c3\u30c8\u3092\u4ecb\u3057\u3066\u3001\u751f\u30b9\u30da\u30af\u30c8\u30eb\u8868\u793a\u304b\u3089\u30d9\u30af\u30c8\u30eb\u306b\u304a\u3051\u308b\u30d4\u30fc\u30af\u306e\u30de\u30fc\u30af\u307e\u3067\u3001\u975e\u5e38\u306b\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>\u7570\u306a\u308b\u30af\u30ed\u30b9\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u3068\u72ec\u7acb\u3057\u305f\u4e88\u6e2c\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3088\u308b\u30e2\u30c7\u30eb\u6700\u9069\u5316\u652f\u63f4<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5178\u578b\u7684\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u521d\u3081\u306b\u4e00\u5ea6\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u305f\u5f8c\u306e\u3001\u7b2c1\u30b9\u30c6\u30c3\u30d7\u306f\u5b9f\u9a13\u306e\u30d5\u30a9\u30eb\u30c0\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u305d\u3046\u3059\u308b\u3053\u3068\u3067\u5b9f\u9a13\u30e1\u30bf\u30c7\u30fc\u30bf\u5185\u306e\u30a8\u30f3\u30c8\u30ea\u30fc\u9805\u76ee\u3092\u5229\u7528\u3057\u3066\u5b9f\u9a13\u306e\u30c7\u30b6\u30a4\u30f3\u3092\u884c\u3044\u3001\u6e2c\u5b9a\u306e\u969b\u306b\u4f7f\u7528\u53ef\u80fd\u306a\u30e9\u30f3\u30c0\u30e0\u5316\u3055\u308c\u305f\u30b5\u30f3\u30d7\u30eb\u30ea\u30b9\u30c8\u3092\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u751f\u6210\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u304c\u884c\u308f\u308c\u305f\u5f8c\u3067\u3001\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u3044\u305a\u308c\u304b\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u306f\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u30a4\u30f3\u30dd\u30fc\u30c8\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u30d7\u30e9\u30b0\u30a4\u30f3\u3057\u3066\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u8aad\u307f\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002(\u63d0\u4f9b\u3055\u308c\u305f\u6e29\u5ea6\u3068\u76f8\u5bfe\u6e7f\u5ea6\u306e\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306b\u81ea\u52d5\u7684\u306b\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u304c aquap2 \u306e\u6a19\u6e96\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u308c\u3070\u3001\u5206\u6790\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u30fc anProc.r \u3092\u4f7f\u3063\u3066\u7570\u306a\u308b\u6ce2\u9577\u7bc4\u56f2\u3084\u30b5\u30f3\u30d7\u30eb\u30b0\u30eb\u30fc\u30d7\u3054\u3068\u306b\u30c7\u30fc\u30bf\u3092\u5206\u5272\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u3053\u3068\u3084\u3001\u69d8\u3005\u306a\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3001\u5b9f\u88c5\u3055\u308c\u305f\u624b\u6cd5\u3084\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>R\u30d1\u30c3\u30b1\u30fc\u30b8\u300caquap2\u300d\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806<\/strong>\uff08\u82f1\u8a9e\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Step 1.<\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u6700\u65b0\u7248\u306eR\u3092\u30b7\u30b9\u30c6\u30e0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">#&nbsp;<a href=\"https:\/\/www.r-project.org\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"https:\/\/www.r-project.org (opens in a new tab)\">https:\/\/www.r-project.org<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Step 2.<\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># R-Studio \u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30b7\u30b9\u30c6\u30e0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">#&nbsp;<a href=\"https:\/\/www.rstudio.com\/products\/rstudio\/download\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">https:\/\/www.rstudio.com\/products\/rstudio\/download\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><em>Step 3.<\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># R-Studio \u3067\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">install.packages(c(\"devtools\", \"iterators\"))\n\nlibrary(devtools)\n\ninstall_github(repo=\"bpollner\/aquap2\", ref=\"latestPublic\",&nbsp; build_vignettes=FALSE, force=TRUE)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"># \u3053\u308c\u3067 &#8220;aquap2&#8221; \u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30b7\u30b9\u30c6\u30e0\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u306f\u305a\u3067\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u6b21\u306e\u30b3\u30fc\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">library(aquap2)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"># \u3053\u308c\u3067 &#8220;aquap2&#8221; \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a2d\u5b9a\u3092\u30d8\u30eb\u30d7\u30da\u30fc\u30b8\u3067\u8aac\u660e\u3055\u308c\u3066\u3044\u308b\u901a\u308a\u306b\u9032\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u5e78\u904b\u3068\u767a\u5c55\u304c\u3042\u308a\u307e\u3059\u3088\u3046\u306b! \u305d\u3057\u3066\u3001\u79c1\u305f\u3061\u3092\u5f15\u7528\u3059\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044! <\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">citation(\"aquap2\")<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"># \u6ce8\u610f: \u8907\u6570\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u306b\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u63a5\u7d9a\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"># \u6ce8\u610f: \u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306f, \u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8aad\u3093\u3067, \u305d\u308c\u306b\u5fdc\u3058\u305f\u5bfe\u5fdc\u3092\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u30b3\u30e1\u30f3\u30c8<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u9577\u3092\u7d9a\u3051\u308baquaP2\u30e6\u30fc\u30b6\u30fc\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3067\u7686\u69d8\u3092\u304a\u8fce\u3048\u3067\u304d\u308b\u3053\u3068\u3092\u5fc3\u304b\u3089\u9858\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u7686\u69d8\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308a\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5f37\u529b\u6027\u3068\u9069\u7528\u6027\u3092\u3055\u3089\u306b\u5411\u4e0a\u3055\u305b\u3001\u4f5c\u696d\u304c\u5f79\u7acb\u3064\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u3053\u308c\u307e\u3067\u3001R-Package\u306e\u958b\u767a\u306f\u6b21\u306e\u30a4\u30d9\u30f3\u30c8\u3067\u7d39\u4ecb\u3055\u308c\u307e\u3057\u305f<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u4f53\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u6c34\u306e\u7406\u89e3 \u7b2c2\u56de\u56fd\u969b\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, \u795e\u6238\u5927\u5b66\u8fb2\u5b66\u90e8, 2016\u5e7411\u670826\u65e5-29\u65e5, \u795e\u6238,\u65e5\u672c\n<ul class=\"wp-block-list\">\n<li>Pollner, B., Kovacs, Z. (2016).\u30a2\u30af\u30a2\u30d5\u30a9\u30c8\u30df\u30af\u30b9\u5c02\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2R-Package&#8221;aquap2&#8243; \u4e00\u822c\u7d39\u4ecb\u304a\u3088\u3073\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7 (<em><strong><a aria-label=\" (opens in a new tab)\" href=\"http:\/\/aquaphotomics.com\/ja\/wp-content\/uploads\/2017\/07\/PollnerB_2016_-DedicatedAquapIntroWorkshop.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/strong><\/em>)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u30a2\u30af\u30a2\u30d5\u30a9\u30c8\u30df\u30af\u30b9: \u751f\u4f53\u306e\u4e16\u754c\u306b\u304a\u3051\u308b\u6c34\u306e\u7406\u89e3 \u7b2c5\u56de\u795e\u6238\u5927\u5b66\u30d6\u30ea\u30e5\u30c3\u30bb\u30eb\u6b27\u5dde\u30bb\u30f3\u30bf\u30fc\u30b7\u30f3\u30dd\u30b8\u30a6\u30e0, \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3001\u74b0\u5883\u3001\u30b0\u30ed\u30fc\u30d0\u30ea\u30bc\u30fc\u30b7\u30e7\u30f3 \u2013 \u65e5\u672c\u30fbEU\u7814\u7a76\u9023\u643a \u2013 2014\u5e7410\u670814\u65e5. Pollner, B., Kovacs, Z. (2014)\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30da\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u89e3\u6790\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30c4\u30fc\u30eb\u306e\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u6c34\u306e\u8fd1\u8d64\u5916\u30b9\u30da\u30af\u30c8\u30eb(<em><strong><a aria-label=\" (opens in a new tab)\" href=\"http:\/\/aquaphotomics.com\/ja\/wp-content\/uploads\/2017\/07\/PollnerB_2014_Demonewtools.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/strong>)<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u57f7\u7b46\u8005 Bernhard Pollner (bernhard.pollner@mac.com) Zoltan Kovacs (kovacs@correltech.com) \u306f\u3058\u3081\u306b \u30a2\u30af\u30a2\u30d5\u30a9\u30c8\u30df\u30af\u30b9\u306e\u89b3\u70b9\u304b\u3089\u8fd1\u8d64\u5916\u30b9\u30da [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"nf_dc_page":"","_uag_custom_page_level_css":"","nfd_onboarding_generated":"","footnotes":""},"class_list":["post-6815","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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