{"id":6016,"date":"2023-11-29T09:18:36","date_gmt":"2023-11-29T06:18:36","guid":{"rendered":"https:\/\/jfsi.ru\/?p=6016"},"modified":"2023-11-30T11:36:16","modified_gmt":"2023-11-30T08:36:16","slug":"6-2-2023-podolskaia-et-al","status":"publish","type":"post","link":"https:\/\/jfsi.ru\/en\/6-2-2023-podolskaia-et-al\/","title":{"rendered":"A METHOD TO DEFINE A CELL SIZE OF REGULAR NETWORK  FOR INFRASTRUCTURAL TERRITORY ZONING WITH PURPOSE  OF FOREST FIRE PROTECTION"},"content":{"rendered":"<p><a style=\"color: #000000;\" href=\"http:\/\/jfsi.ru\/wp-content\/uploads\/2023\/11\/6-2-2023-Podolskaia_et_al..pdf\"><img loading=\"lazy\" class=\"size-full wp-image-1122 alignright\" src=\"http:\/\/jfsi.ru\/wp-content\/uploads\/2018\/10\/pdf.png\" alt=\"\" width=\"32\" height=\"32\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>E. <\/strong><\/span><strong style=\"font-family: 'times new roman', times, serif;\">S. Podolskaia<\/strong><strong style=\"font-family: 'times new roman', times, serif;\"><sup>*<\/sup><\/strong><strong style=\"font-family: 'times new roman', times, serif;\">, D. V. Ershov, K. A. Kovganko<\/strong><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Center for Forest Ecology and Productivity of the Russian Academy of Sciences <\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><em>Profsoyuznaya st. 84\/32 bldg. 14, <\/em><em>Moscow 117997<\/em><em>,<\/em><em> Russian Federation<\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>*<\/strong>E-mail: podols_kate@mail.ru<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Received: 08.06.2023<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Revised: 18.06.2023<\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\">Accepted: 18.06.2023<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\">Infrastructural projects at regional scale are ones of the important components of modern digital economy. In relation to the forestry, the main objects that determine infrastructural load of the territory in the forestry are the networks of fire stations and forest roads with settlements and public roads. A method to define a cell size of a regular uniform rectangular grid based on the pixel size of MODIS-based vegetation raster is described. It is based on the statistics of number of settlements, fire stations and road sections, as well as road sections lengths. Exploratory regression was used to choose a cell size with a number of forest fires as a dependent variable and number of settlements, road segments and fires stations as independent variables. It was found that the most optimal size of regular grid cell for Krasnoyark Region (Kray) is 24 km<sup>2<\/sup>. Paper\u2019s findings could be used in climate and economic projects to estimate infrastructural load.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong><em>Key words:<\/em><\/strong><em> regular network, cell, infrastructural load, settlements, road network, GIS, forestry<\/em><\/span><\/p>\n<p style=\"text-align: center;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>REFERENCES<\/strong><\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Andreev Yu. A., <em>Vlijanie antropogennyh i prirodnyh faktorov na vozniknovenie pozharov v lesah i naselennyh punktah<\/em> (Influence of antropogenic and related factors on the occurrence of fires in the forests and populated places. Doctor\u2019s technical. sci. thesis), Moscow: 2003, 333 p.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Bartalev S. A., Egorov V. A., Zharko V. O., Loupian E. A., Plotnikov D. E., Khvostikov S. A., Shabanov N. V., <em>Sputnikovoe kartografirovanie rastitel&#8217;nogo pokrova Rossii<\/em> (Satellite mapping of vegetation cover in Russia), Moscow, Russian Space Research Institute, 2016, 208 p.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Belyakova E. V., Ruzhaya A. A., Rol&#8217; transportno-logisticheskoj infrastruktury v razvitii regionov Rossii (Role of transport and logistics infrastructure in the development of Russian regions), <em>Logistics systems in the global economy,<\/em> 2022, No 12, pp. 51\u201353.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Grishin A. M., Fil&#8217;kov A. I., Prognoz vozniknovenija i rasprostranenija lesnyh pozharov (Forecasting the occurrence and spread of forest fires), Kemerovo, Praktika, 2005, 202 p.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Gruzdev R. V., Rulskiy I. A., Opredelenie optimal&#8217;nyh parametrov dlja vychislenija popravok za rel&#8217;ef na osnove cifrovyh modelej rel&#8217;efa mestnosti (na primere Vostochnogo Zabajkal&#8217;ja), (Determination of optimal parameters to calculate corrections for relief based on the DEM using an example of Eastern Transbaikalia), <em>Bulletin of Transbaikal State University,<\/em> 2021, Vol. 27, No 8, pp. 12\u201325.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Gubanova E. S., Kleshh V. S., Zonirovanie kak instrument regulirovanija social&#8217;no-jekonomicheskogo razvitija regiona (Zoning as a tool to manage social and economic development of region), <em>Problems of territory development,<\/em> 2019, No 5, pp. 109\u2013123, DOI: 10.15838\/ptd.2019.5.103.7<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Kokorina I. P., Primenenie metodov interpoljacii v zoogeograficheskih issledovanijah na baze GIS-tehnologij (Application of interpolation methods in zoogeographic studies based on GIS technologies), <em>GeoSibir,<\/em> 2011, Vol. 1, No 1, pp. 239\u2013243.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Kovalev B. I., Kovalev R. B., Zonirovanie territorii rastitel&#8217;nyh jekosistem, ispol&#8217;zuemyh dlja infrastrukturnogo vozdejstvija (Zoning of plant ecosystem\u2019s territory impacted by infrastructure), <em>Collection of works \u201cProblems of innovative biosphere-joint socio-economic development in construction, housing and communal services and road complexes\u201d, Materials of the 4th International Scientific and Practical Conference dedicated to the 55th anniversary of the Faculty of Civil Engineering and to the 85th anniversary of BSITU, <\/em>2015, pp. 76\u201380.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Kozelkova E. N., Vasikova A. F., Zonirovanie Kondinskogo rajona pri pomoshhi GIS-kartografirovanija (Zoning of Koldinskiy region with the help of GIS-cartography), <em>International Research Journal, <\/em>2016, No 11 (53), part 5, November, pp. 86\u201388, DOI: 10.18454\/IRJ.2016.53.224<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Loupian E. A., Proshin A. A., Burcev M. A., Kashnickij A. V., Balashov I. V., Bartalev S. A., Konstantinova A. M., Kobec D. A., Mazurov A. A., Marchenkov V. V., Matveev A. M., Radchenko M. V., Sychugov I. G., Tolpin V. A., Uvarov I. A., Opyt jekspluatacii i razvitija centra kollektivnogo pol&#8217;zovanija sistemami arhivacii, obrabotki i analiza sputnikovyh dannyh (CKP \u201cKI-Monitoring\u201d) (Experience of\u00a0development and\u00a0operation of\u00a0the\u00a0IKI-Monitoring center for\u00a0collective use of\u00a0systems for\u00a0archiving, processing and\u00a0analyzing satellite data), <em>Current problems in remote sensing of the Earth from space,<\/em> 2019, Vol. 16, No 3, pp. 151\u2013170, DOI: 10.21046\/2070-7401-2019-16-3-151-170<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Man&#8217;shin R. V., Moiseeva E. M., Vlijanie infrastruktury na razmeshhenie naselenija i razvitie regionov Rossii (Impact of Infrastructure on Population Placement and Development of Russian Regions), <em>Economy of region,<\/em> 2022, Vol. 18, No 3, pp. 727\u2013741.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Mnacakanjan A. G., Sargsjan S., Ocenka vlijanija infrastruktury na social&#8217;no-jekonomicheskoe razvitie regionov Rossii (Assessment of the infrastructural impact on the socio-economic development of the regions of Russia), <em>Economical analysis: theory and practice,<\/em> 2021, Vol. 20, No 5, pp. 792\u2013809.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Open Street Map, URL: <a href=\"https:\/\/www.openstreetmap.org\/\">https:\/\/www.openstreetmap.org\/<\/a> (2023, 7 June).<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Podolskaya A. S., Ershov D. V., Shuljak P. P., Primenenie metoda ocenki verojatnosti vozniknovenija lesnyh pozharov v ISDM-Rosleshoz (Implementation of a method to assess forest fires\u2019 probability in ISDM-Rosleskhoz), <em>Current problems in remote sensing of the Earth from space,<\/em> 2011, Vol. 8, No 1, pp. 118\u2013<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Podolskaia E. S., Ershov D. V., Kovganko K. A., Transportnoe modelirovanie nazemnogo dostupa dlja bor&#8217;by s lesnymi pozharami na urovne Federal&#8217;nyh okrugov Rossii (Transport modeling of ground access to fight the forest fires at the level of federal districts in Russia), <em>Collection of papers on the results of scientific and technical conferences, Issue 11, Appendix to the Journal Izvestia of universities \u201cGeodesy and aerial photography\u201d, <\/em>Moscow, MIIGAiK, 2020, pp. 154\u2013<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Podolskaia E. S., Ershov D. V., Kovganko K. A., Izuchenie svjazej urbanizacii i ezhegodnoj gorimosti lesov Krasnojarskogo kraja (Study of the links between urbanization and annual forest burning of the Krasnoyarsk Region), <em>Scientific foundations of sustainable forest management: Materials of the All-Russian scientific conference with international participation dedicated to the 30th anniversary of <\/em><strong><em>Center for Forest Ecology and Productivity of the Russian Academy of Sciences (CEPF RAS), <\/em><\/strong><strong>Moscow, <\/strong>2022a, pp. 286\u2013<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Podolskaia E. S., Ershov D. V., Kovganko K. A., Zonirovanie lesov Krasnojarskogo kraja na osnove dannyh po infrastrukture i lesnym pozharam (Zoning of Krasnoyarsk Region forests based on infrastructure and forest fires), <em>Materials IX International. Scientific. Conf.,<\/em> Krasnoyarsk, September 13\u201316, 2022b, Krasnoyarsk: Siberian Federal University, 126\u2013129.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Podolskaia E. S., Ershov D. V., Kovganko K. A., Infrastrukturnoe zonirovanie territorii dlja opredelenija svjazej s lesnymi pozharami (na primere Krasnojarskogo kraja, Rossija), (Infrastructure zoning of the territory for determination of links with forest fires (on the example of Krasnoyarsk Territory, Russia), <em>Forests of Russia: politics, industry, science, education: Materials of the VIII All-Russian Scientific and Technical Conference, <\/em>May 24\u201326, 2023, St. Petersburg, St. Petersburg State Forest Technical University named after S. M. Kirov, 2023, pp. 330\u2013333.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\">Zhukovskaya N. V., Meyluk E. V., GIS-instrumenty v issledovanii svjazej v geograficheskom prostranstve (GIS-tools in the study of connections in geographic space), <em>Geomatics: education, theory and practice. Materials of the International Scientific and Practical Conference dedicated to the 50th anniversary of the Department of Geodesy and Space Aerocartography and to the 85th anniversary of the Faculty of Geography and Geoinformatics, BSU,<\/em> edited by Romankevich A. P., 2019, pp. 140\u2013<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><strong>\u00a0<\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>E. S. Podolskaia*, D. V. Ershov, K. A. Kovganko Center for Forest Ecology and Productivity of the Russian Academy of Sciences Profsoyuznaya st. 84\/32 bldg. 14, Moscow 117997, Russian Federation *E-mail: podols_kate@mail.ru Received: 08.06.2023&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[29],"tags":[],"_links":{"self":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6016"}],"collection":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/comments?post=6016"}],"version-history":[{"count":10,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6016\/revisions"}],"predecessor-version":[{"id":6031,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/6016\/revisions\/6031"}],"wp:attachment":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/media?parent=6016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/categories?post=6016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/tags?post=6016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}