{"id":9708,"date":"2026-04-01T15:55:18","date_gmt":"2026-04-01T14:55:18","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=9708"},"modified":"2026-04-06T14:04:15","modified_gmt":"2026-04-06T13:04:15","slug":"25-5-4","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/25-5-4\/","title":{"rendered":"25.5.4"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-850428225f833b8e3a8a95db7f57de5b\" style=\"font-size:22px\"><strong>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439<\/strong><\/h1>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-ca60844ec3ae2bf350c11671483d59a9\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>\u041c. \u0410. \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432\u0430, \u041c. \u0410. \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432, \u0417. \u041c. \u0410\u043b\u044c\u0431\u0435\u043a\u043e\u0432\u0430<\/strong><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-d51d7754a92a648abb7d04ae8768dffa\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-d51d7754a92a648abb7d04ae8768dffa\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-d51d7754a92a648abb7d04ae8768dffa\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0\"\/>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-24a27e19 wp-block-group-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-9f3c3253df43e3976d939c0040b8a252\" style=\"color:#5b1919;text-decoration:underline\"><strong>\u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 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style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40)\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-66d7a811023d98e82480b64fd3d6a711\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong><em>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/em><\/strong>. \u0412 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043e\u0431\u0437\u043e\u0440 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0438 \u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0437\u0430\u0434\u0430\u0447\u0435 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439 \u043f\u043b\u043e\u0434\u043e\u0432 \u0438 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439. \u0417\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 \u0438 \u043f\u043b\u043e\u0434\u043e\u0432 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0432 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\u0431\u044b\u0442\u044c \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439 \u043f\u043b\u043e\u0434\u043e\u0432 \u0438 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439, \u0447\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u0435\u0442 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044e \u0443\u0440\u043e\u0436\u0430\u0439\u043d\u043e\u0441\u0442\u0438.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-fc15b20e9ebb409c8fd957d84d79e803\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><em><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/strong>: <\/em>\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438, \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u043e\u0439 \u0441\u0435\u0442\u0438, \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0435 \u0437\u0440\u0435\u043d\u0438\u0435, \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-28bee94c0c8772688f1a60281ed8f080\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><strong>\u0414\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/strong> \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432\u0430 \u041c. \u0410., \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432 \u041c. \u0410., \u0410\u043b\u044c\u0431\u0435\u043a\u043e\u0432\u0430 \u0417. \u041c. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2023. \u2116 5(115). \u0421. 41\u201351. DOI: 10.35330\/1991-6639-2023-5-115-41-51<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-d65d0bda6b6cc10a603501184d9e89fc is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f 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\u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u00ab\u0421\u0422\u0410\u041d\u041a\u0418\u041d\u00bb;<br>127055, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u0412\u0430\u0434\u043a\u043e\u0432\u0441\u043a\u0438\u0439 \u043f\u0435\u0440., 1;<br>\u0441\u0442\u0430\u0436\u0435\u0440-\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 \u00ab\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0440\u0435\u0434\u044b \u043e\u0431\u0438\u0442\u0430\u043d\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0438 \u0438 \u043f\u0440\u043e\u0431\u043b\u0435\u043c \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u2013 \u0444\u0438\u043b\u0438\u0430\u043b \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d;<br>360000, \u0420\u043e\u0441\u0441\u0438\u044f, \u0433. \u041d\u0430\u043b\u044c\u0447\u0438\u043a, \u0443\u043b. \u0418. \u0410\u0440\u043c\u0430\u043d\u0434, 37-\u0430;<br>milana.shereuzheva2001@mail.ru, ORCID: https:\/\/orcid.org\/0000-0002-6668-4703<br><strong>\u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432 \u041c\u0430\u0434\u0438\u043d \u0410\u0440\u0442\u0443\u0440\u043e\u0432\u0438\u0447<\/strong>, \u0441\u0442. \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0420\u043e\u0431\u043e\u0442\u043e\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438 \u043c\u0435\u0445\u0430\u0442\u0440\u043e\u043d\u0438\u043a\u0430\u00bb, \u041c\u043e\u0441\u043a\u043e\u0432\u0441\u043a\u0438\u0439 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0438\u043c\u0435\u043d\u0438 \u041d. \u042d. \u0411\u0430\u0443\u043c\u0430\u043d\u0430;<br>105005, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u0443\u043b\u0438\u0446\u0430 2-\u044f \u0411\u0430\u0443\u043c\u0430\u043d\u0441\u043a\u0430\u044f, 5, \u043a\u043e\u0440\u043f. 1;<br>shereuzhev@gmail.com, ORCID: https:\/\/orcid.org\/0000-0003-2352-992\u0425<br><strong>\u0410\u043b\u044c\u0431\u0435\u043a\u043e\u0432\u0430 \u0417\u0430\u043c\u0438\u0440\u0430 \u041c\u0443\u0445\u0430\u043c\u0435\u0434\u0430\u043b\u0438\u0435\u0432\u043d\u0430<\/strong>, \u043a\u0430\u043d\u0434. \u043f\u0435\u0434. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0433\u043e \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f, \u0421\u0435\u0432\u0435\u0440\u043e-\u041a\u0430\u0432\u043a\u0430\u0437\u0441\u043a\u0438\u0439 \u0444\u0435\u0434\u0435\u0440\u0430\u043b\u044c\u043d\u044b\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>350029, \u0420\u043e\u0441\u0441\u0438\u044f, \u0433. \u0421\u0442\u0430\u0432\u0440\u043e\u043f\u043e\u043b\u044c, \u043f\u0440-\u0442 \u041a\u0443\u043b\u0430\u043a\u043e\u0432\u0430, 2;<br>zalbekova@ncfu.ru; ORCID: https:\/\/orcid.org\/0000-0002-7214-8114<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color wp-elements-6fd2a265d78d8e9d07d63a56a0895fa0\"><\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-e5d6f492f8b80bea3076bee7d31e97c1 is-layout-flow wp-block-details-is-layout-flow\" style=\"font-size:14px\"><summary><strong>\u0421\u043f\u0438\u0441\u043e\u043a \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/strong><\/summary>\n<ol class=\"wp-block-list\">\n<li class=\"has-foreground-color has-text-color has-link-color wp-elements-3334cb93a4e6c605515a2227402646f7\">Digital agriculture [\u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0440\u0435\u0441\u0443\u0440\u0441]. URL: https:\/\/en.wikipedia.org\/wiki\/Digital_agriculture.<\/li>\n\n\n\n<li><em>\u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432\u0430 \u041c. \u0410., \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432 \u041c. \u0410.<\/em> \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0434\u043b\u044f \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0432\u044b\u0440\u0430\u0449\u0438\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 \u0432 \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u043c \u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0435 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2022. \u2116 5(109). \u0421. 93\u2013104. DOI: 10.35330\/1991-6639-2022-5-109-93-104.<\/li>\n\n\n\n<li><em>\u041d\u0430\u0433\u043e\u0435\u0432 \u0417. \u0412., \u0428\u0443\u0433\u0430\u043d\u043e\u0432 \u0412. \u041c., \u0411\u0436\u0438\u0445\u0430\u0442\u043b\u043e\u0432 \u041a. \u0427. \u0438 \u0434\u0440.<\/em> \u041f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u044b \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0430 \u0441 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0439 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u044b \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2021. \u2116 6(104). \u0421. 155\u2013165. DOI: 10.35330\/1991-6639-2021-6-104-155-165.<\/li>\n\n\n\n<li><em>Krizhevsky A., Sutskever I., Hinton G.E.<\/em> ImageNet classification with deep convolutional neural networks. Communications of the ACM. 2012. 60(6). Pp. 84\u201390.<\/li>\n\n\n\n<li><em>Pushkarev A., Yakubailik O.<\/em> A web application for visualization, analysis, and processing of agricultural monitoring spatial-temporal data. CEUR Workshop Proceedings. 2021. Vol. 3006. Pp. 231\u2013237. URL: http:\/\/ceur-ws.org\/Vol-3006\/27_short_paper.pdf<\/li>\n\n\n\n<li><em>\u0421\u043a\u0432\u043e\u0440\u0446\u043e\u0432 \u0415. \u0410., \u0421\u043a\u0432\u043e\u0440\u0446\u043e\u0432\u0430 \u0415. \u0413., \u0421\u0430\u043d\u0434\u0443 \u0418. \u0421. \u0438 \u0434\u0440.<\/em> \u041f\u0435\u0440\u0435\u0445\u043e\u0434 \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u0433\u043e \u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0430 \u043a \u0446\u0438\u0444\u0440\u043e\u0432\u044b\u043c, \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u043c \u0438 \u0440\u043e\u0431\u043e\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043c \/\/ \u042d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430 \u0440\u0435\u0433\u0438\u043e\u043d\u0430. \u0422. 14. \u2116 3. \u0421. 1014\u20131028.<\/li>\n\n\n\n<li><em>He K. et al.<\/em> Deep residual learning for image recognition. Proceedings of the IEEE conference on computer vision and pattern recognition. 2016. Pp. 770\u2013778.<\/li>\n\n\n\n<li><em>Iandola F. et al.<\/em> Densenet. Implementing efficient convnet descriptor pyramids. arXiv preprint arXiv. 2014. Pp. 1404\u20131869.<\/li>\n\n\n\n<li><em>Huang G., Liu Z., Van Der Maaten et al.<\/em> \u0421onnected convolutional networks. Proceedings of the IEEE conference on computer vision and pattern recognition. 2017. Pp. 4700\u20134708.<\/li>\n\n\n\n<li><em>Sandler M., Howard A., Zhu M. et al.<\/em> MobileNetV2. Inverted residuals and linear bottlenecks. Proceedings of the IEEE conference on computer vision and pattern recognition. Pp. 4510\u20134520.<\/li>\n\n\n\n<li><em>Szegedy C. et al.<\/em> Inception-v4, inception-resnet and the impact of residual connections on learning. Thirty-first AAAI conference on artificial intelligence. 2017.<\/li>\n\n\n\n<li><em>Tan M., Le Q.<\/em> Efficientnet. Rethinking model scaling for convolutional neural networks. International conference on machine learning. PMLR. 2019. Pp. 6105\u20136114.<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439 \u041c. \u0410. \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432\u0430, \u041c. \u0410. \u0428\u0435\u0440\u0435\u0443\u0436\u0435\u0432, \u0417. \u041c. \u0410\u043b\u044c\u0431\u0435\u043a\u043e\u0432\u0430 \u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f. \u0412 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u043e\u0431\u0437\u043e\u0440 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0438 \u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0437\u0430\u0434\u0430\u0447\u0435 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u0439 \u043f\u043b\u043e\u0434\u043e\u0432 \u0438 \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439. \u0417\u0430\u0431\u043e\u043b\u0435\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0441\u0442\u0435\u043d\u0438\u0439 \u0438 \u043f\u043b\u043e\u0434\u043e\u0432 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0432 \u0441\u0435\u043b\u044c\u0441\u043a\u043e\u043c \u0445\u043e\u0437\u044f\u0439\u0441\u0442\u0432\u0435 \u0438 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9708","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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