{"id":5301,"date":"2023-04-04T14:19:19","date_gmt":"2023-04-04T11:19:19","guid":{"rendered":"https:\/\/vestnik.sibpsa.ru\/?p=5301"},"modified":"2023-04-10T12:37:16","modified_gmt":"2023-04-10T09:37:16","slug":"optimization-of-the-borders-of-exit-areas-using-the-python-programming-language-and-the-osmnx-library","status":"publish","type":"post","link":"https:\/\/vestnik.sibpsa.ru\/?p=5301&lang=en","title":{"rendered":"Optimization of the borders of exit areas using the Python programming language and the OSMNX library"},"content":{"rendered":"\n<p><span class=\"name\">Oleg S. Malyutin,<br>Sergei V. Babenyshev,<br>Evgeny N. Materov<\/span><br><span class=\"wrote\">Siberian Fire and Rescue Academy EMERCOMV of Russia, Zheleznogorsk, Russia<\/span><\/p><p>The article considers a method for solving the problem of optimizing the boundaries of exit areas and qualitatively assessing the impact of changing the boundaries of exit areas using the Python programming language and special software solutions for analyzing geospatial data. We describe the course of work and the technical solutions used. The difficulties and \u201cbottlenecks\u201d of both the implementation and the used method as a whole are discussed. We supply the results of the calculation on the example of a conditional fire and rescue garrison. Recommendations are given for the application and further improvement of the shown method.<\/p><p class=\"readmore\"><a href=\"http:\/\/vestnik.sibpsa.ru\/wp-content\/uploads\/2023\/v1\/N28_38-55.pdf\" target=\"_blank\" rel=\"noopener\">Open \u00bb<\/a>\u2003\/\/\u2003<a href=\"#\" onclick=\"maapopup('\u041c\u0430\u043b\u044e\u0442\u0438\u043d, \u041e.\u0421. \u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0433\u0440\u0430\u043d\u0438\u0446 \u0440\u0430\u0439\u043e\u043d\u043e\u0432 \u0432\u044b\u0435\u0437\u0434\u0430 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u044f\u0437\u044b\u043a\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Python \u0438 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 OSMNX \/ \u041c\u0430\u043b\u044e\u0442\u0438\u043d \u041e.\u0421., \u0411\u0430\u0431\u0435\u043d\u044b\u0448\u0435\u0432 \u0421.\u0412., \u041c\u0430\u0442\u0435\u0440\u043e\u0432 \u0415.\u041d. \/\/ \u041d\u0430\u0443\u0447\u043d\u043e-\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0436\u0443\u0440\u043d\u0430\u043b \u00ab\u0421\u0438\u0431\u0438\u0440\u0441\u043a\u0438\u0439 \u043f\u043e\u0436\u0430\u0440\u043d\u043e-\u0441\u043f\u0430\u0441\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0432\u0435\u0441\u0442\u043d\u0438\u043a\u00bb, 2023, \u21161.-C.38-55.- \u0420\u0435\u0436\u0438\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u0430:   http:\/\/vestnik.sibpsa.ru\/wp-content\/uploads\/2023\/v1\/N28_38-55.pdf, \u0441\u0432\u043e\u0431\u043e\u0434\u043d\u044b\u0439. \u2013 \u0417\u0430\u0433\u043b. \u0441 \u044d\u043a\u0440\u0430\u043d\u0430. \u2014 \u042f\u0437. \u0440\u0443\u0441., \u0430\u043d\u0433\u043b.'); return false;\">\u0421\u0441\u044b\u043b\u043a\u0430 \u0434\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438<\/a><\/p><div id=\"boxes\"><div id=\"dialog\" class=\"window\"><div class=\"top\">Link for citation<a href=\"#\" class=\"link close\"\/>\u0417\u0430\u043a\u0440\u044b\u0442\u044c<\/a><\/div><div id=\"text\" class=\"content\">link&#8230; <\/div><p><a href=\"#\" class=\"knopka\" onclick=\"copybuf(); return false;\" class=\"js-emailcopybtn\">\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432 \u0431\u0443\u0444\u0435\u0440<\/a><\/p><\/div><\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Oleg S. Malyutin, Sergei V. Babenyshev, Evgeny N. Materov<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[587],"tags":[560],"class_list":["post-5301","post","type-post","status-publish","format-standard","hentry","category-number_28-en","tag-234_management_organizational_system_en"],"_links":{"self":[{"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/posts\/5301","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5301"}],"version-history":[{"count":4,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/posts\/5301\/revisions"}],"predecessor-version":[{"id":5488,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=\/wp\/v2\/posts\/5301\/revisions\/5488"}],"wp:attachment":[{"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5301"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5301"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.sibpsa.ru\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}