- DOI 10.31509/2658-607x-202362-127
- УДК 614.842; 630*96
A METHOD TO DEFINE A CELL SIZE OF REGULAR NETWORK FOR INFRASTRUCTURAL TERRITORY ZONING WITH PURPOSE OF FOREST FIRE PROTECTION
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
Revised: 18.06.2023
Accepted: 18.06.2023
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 km2. Paper’s findings could be used in climate and economic projects to estimate infrastructural load.
Key words: regular network, cell, infrastructural load, settlements, road network, GIS, forestry
REFERENCES
Andreev Yu. A., Vlijanie antropogennyh i prirodnyh faktorov na vozniknovenie pozharov v lesah i naselennyh punktah (Influence of antropogenic and related factors on the occurrence of fires in the forests and populated places. Doctor’s technical. sci. thesis), Moscow: 2003, 333 p.
Bartalev S. A., Egorov V. A., Zharko V. O., Loupian E. A., Plotnikov D. E., Khvostikov S. A., Shabanov N. V., Sputnikovoe kartografirovanie rastitel’nogo pokrova Rossii (Satellite mapping of vegetation cover in Russia), Moscow, Russian Space Research Institute, 2016, 208 p.
Belyakova E. V., Ruzhaya A. A., Rol’ transportno-logisticheskoj infrastruktury v razvitii regionov Rossii (Role of transport and logistics infrastructure in the development of Russian regions), Logistics systems in the global economy, 2022, No 12, pp. 51–53.
Grishin A. M., Fil’kov A. I., Prognoz vozniknovenija i rasprostranenija lesnyh pozharov (Forecasting the occurrence and spread of forest fires), Kemerovo, Praktika, 2005, 202 p.
Gruzdev R. V., Rulskiy I. A., Opredelenie optimal’nyh parametrov dlja vychislenija popravok za rel’ef na osnove cifrovyh modelej rel’efa mestnosti (na primere Vostochnogo Zabajkal’ja), (Determination of optimal parameters to calculate corrections for relief based on the DEM using an example of Eastern Transbaikalia), Bulletin of Transbaikal State University, 2021, Vol. 27, No 8, pp. 12–25.
Gubanova E. S., Kleshh V. S., Zonirovanie kak instrument regulirovanija social’no-jekonomicheskogo razvitija regiona (Zoning as a tool to manage social and economic development of region), Problems of territory development, 2019, No 5, pp. 109–123, DOI: 10.15838/ptd.2019.5.103.7
Kokorina I. P., Primenenie metodov interpoljacii v zoogeograficheskih issledovanijah na baze GIS-tehnologij (Application of interpolation methods in zoogeographic studies based on GIS technologies), GeoSibir, 2011, Vol. 1, No 1, pp. 239–243.
Kovalev B. I., Kovalev R. B., Zonirovanie territorii rastitel’nyh jekosistem, ispol’zuemyh dlja infrastrukturnogo vozdejstvija (Zoning of plant ecosystem’s territory impacted by infrastructure), Collection of works “Problems of innovative biosphere-joint socio-economic development in construction, housing and communal services and road complexes”, 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, 2015, pp. 76–80.
Kozelkova E. N., Vasikova A. F., Zonirovanie Kondinskogo rajona pri pomoshhi GIS-kartografirovanija (Zoning of Koldinskiy region with the help of GIS-cartography), International Research Journal, 2016, No 11 (53), part 5, November, pp. 86–88, DOI: 10.18454/IRJ.2016.53.224
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’zovanija sistemami arhivacii, obrabotki i analiza sputnikovyh dannyh (CKP “KI-Monitoring”) (Experience of development and operation of the IKI-Monitoring center for collective use of systems for archiving, processing and analyzing satellite data), Current problems in remote sensing of the Earth from space, 2019, Vol. 16, No 3, pp. 151–170, DOI: 10.21046/2070-7401-2019-16-3-151-170
Man’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), Economy of region, 2022, Vol. 18, No 3, pp. 727–741.
Mnacakanjan A. G., Sargsjan S., Ocenka vlijanija infrastruktury na social’no-jekonomicheskoe razvitie regionov Rossii (Assessment of the infrastructural impact on the socio-economic development of the regions of Russia), Economical analysis: theory and practice, 2021, Vol. 20, No 5, pp. 792–809.
Open Street Map, URL: https://www.openstreetmap.org/ (2023, 7 June).
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’ probability in ISDM-Rosleskhoz), Current problems in remote sensing of the Earth from space, 2011, Vol. 8, No 1, pp. 118–
Podolskaia E. S., Ershov D. V., Kovganko K. A., Transportnoe modelirovanie nazemnogo dostupa dlja bor’by s lesnymi pozharami na urovne Federal’nyh okrugov Rossii (Transport modeling of ground access to fight the forest fires at the level of federal districts in Russia), Collection of papers on the results of scientific and technical conferences, Issue 11, Appendix to the Journal Izvestia of universities “Geodesy and aerial photography”, Moscow, MIIGAiK, 2020, pp. 154–
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), Scientific foundations of sustainable forest management: Materials of the All-Russian scientific conference with international participation dedicated to the 30th anniversary of Center for Forest Ecology and Productivity of the Russian Academy of Sciences (CEPF RAS), Moscow, 2022a, pp. 286–
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), Materials IX International. Scientific. Conf., Krasnoyarsk, September 13–16, 2022b, Krasnoyarsk: Siberian Federal University, 126–129.
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), Forests of Russia: politics, industry, science, education: Materials of the VIII All-Russian Scientific and Technical Conference, May 24–26, 2023, St. Petersburg, St. Petersburg State Forest Technical University named after S. M. Kirov, 2023, pp. 330–333.
Zhukovskaya N. V., Meyluk E. V., GIS-instrumenty v issledovanii svjazej v geograficheskom prostranstve (GIS-tools in the study of connections in geographic space), 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, edited by Romankevich A. P., 2019, pp. 140–