FOREST COVER CLASSIFICATION AND SPATIAL MODELLING BASED ON GIS (PRINCIPLES AND TECHNIQUE)

DOI: 10.24057/2414-9179-2015-1-21-82-89

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About the Authors

V. A. Ryzhkova

V.N. Sukachev Institute of Forest, Siberian Branch, Russian Academy of Science, Krasnoyarsk, Russia
Russian Federation

I. V. Danilova

V.N. Sukachev Institute of Forest, Siberian Branch, Russian Academy of Science, Krasnoyarsk, Russia
Russian Federation

M. A. Korets

V.N. Sukachev Institute of Forest, Siberian Branch, Russian Academy of Science, Krasnoyarsk, Russia
Russian Federation

Abstract

A technique of conjugate analysis of dissimilar data in a stepwise manner for spatial modeling of potential forest growing conditions and forest regeneration dynamics was developed using standard software (ArcGIS, ERDAS). This algorithm involves spatial analysis of multi-band satellite data, a digital elevation model, and ground measurements. Based on this algorithm, maps reflecting the diversity of forest growing conditions and forest regeneration series and stages were developed to south central Siberia.

Keywords

Central Siberia, forest cover, potential forest growing conditions, digital elevation model (DEM), Geographical Information System (GIS), remote sensing data, forest regeneration dynamics map

References

  1. Горбачев В.Н. Почвы Нижнего Приангарья и Енисейского кряжа. Москва: Наука, – 1967. – 140 C. GorbachevV.N. PochvyNizhnegoPriangariyaiYeniseyskogokryazha. [Soils of Lower Angara Region and Yenisei Mountain Chain], Nauka, Moscow. – 1967. – 140 p. (in Russian).
  2. Горбачев В.Н., Попова Э.П. Почвенный покров южной тайги Средней Сибири. Новосибирск: Наука. – 1992. – 223 C. GorbachevV.N., PopovaE.P. PochvenniypokrovjuzhnoytaygiSregneySibiri. [Soil Cover in Southern Taiga of Central Siberia], Nauka, Novosibirsk. – 1992. – 223 p. (in Russian).
  3. Данилова И.В., Рыжкова В.А., Онучин А.А. Использование спутниковых данных, цифровой модели рельефа и наземной информации для картографирования восстановительной динамики лесов // Геодезия и картография. – 2013, №9. – C. 25–32. DanilovaI. V., RyzhkovaV.A., OnuchinA.A.Ispol’zovanie sputnikovyh dannyh, cyfrovoy modeli rel’efa i nazemnoy informacii dlya kartografirovaniya vosstanovitel’noy dinamiki lesov.[Using of satellite imagery, digital elevation model (DEM) and field data for mapping of forest regeneration dynamics], Geodesy and Cartography, – 2013, – № 9, – pp. 25–32 (in Russian).
  4. ДеМерс, Майкл Н. Географические Информационные Системы. Основы. Пер. с англ. М.: Дата+, – 1999. – 490 C. DeMers Michael N. Geograficheskie Informacionnye sistemy. Osnovy. [Fundamentals of Geographic Information Systems], Translation from English. Data+. – Moscow, – 1999. – 490 p. (in Russian).
  5. Колесников Б.П. Кедровые леса Дальнего Востока. М.-Л: Изд-во АН СССР. – 1956, – 262 C. Kolesnikov, B.P. Kedrovye lesa Dal’nego Vostoka. [Siberian pine forests of the Russian Far East], Nauka, Moscow-Leningrad. – 1956. – 261 p. (in Russian).
  6. Корец М. А., Данилова И. В., Черкашин В. П. Дистанционная индикация структуры лесных территорий // Региональные проблемы экосистемного лесоводства. Красноярск: Институт леса им. В. Н. Сукачева СО РАН, 2007. С. 52–68. Korets M.A., Danilova I.V., Cherkashin V.P. Distancionnaya indikaciya struktury lesnyh territoriy. [Remote indication of forest landscape structure], In: Regional Sustainable Forestry Problems. Sukachev Institute of Forest, Krasnoyarsk, 2007, pp 52–68 (in Russian).
  7. ЛандшафтыюгаВосточнойСибири. Масштаб 1:1 500 000. Отв. ред. В.Б.Сочава. – Москва. – 1977. Landshafty juga Vostochnoy Sibiri. [Landscapes of Southeastern Siberia (1:1 500 000 map)], Sochava V.B. ed. – Moscow. – 1977 (in Russian).
  8. Ландшафтная карта СССР. Масштаб: 1:2 500 000. Отв. ред. И.С.Гудилин. – Москва. – 1987. LandshaftnayakartaSSSR. [The USSR Landscape Map (1:2,500,000)]. Gudilin I.S. ed., – Moscow. – 1987 (in Russian).
  9. Лапшина Е.И., Горбачев В.Н., Храмов А.А. Растительность и почвы Енисейского кряжа. // Растительность правобережья Енисея. Новосибирск: Наука, – 1971. – С. 21–66. Lapshina, E.I.; Gorbachev, V.N.; Khramov, A.A. Rastitel’noct’ ipochvyYeniseyskogokryajza. [Vegetation and soils of Yenisei Mountain Chain], In: Vegetation on the right bank of Yenisei River. Nauka. – Novosibirsk, – 1971. –pp. 21–66(inRussian).
  10. Онучин А. А. Пространственно-временная модель распределения температур воздуха // Лесные экосистемы Енисейского меридиана.Новосибирск: Изд-воСОРАН, – 2002. –С. 45–47. Onuchin A.A. Prostranstvenno-vremennaya model’ raspredeleniya temperature vozduha. [Spatial-temporal model of distribution of air temperature characteristics], In: Forest ecosystems of the Yenisei meridian. The Siberian Academy Branch Publisher, Novosibirsk. – 2002. – pp. 45–47 (in Russian).
  11. Онучин А.А., Данилова И.В. Орографические эффекты распределения атмосферных осадков на юге- Приенисейской Сибири // География и природные ресурсы. – №3. – 2012. – С. 85–92. Onuchin A.A., Danilova I.V. Orograficheskie effekty raspredeleniya atmosfernyh osadkov na juge priyeniseyskoy Sibiri. [Orographic effects of precipitation distribution in the south of near-Yenisei Siberia], Geography and naturalresources. – 2012, –№3, pp. 85–92 (in Russian).
  12. Рыжкова В.А., Восстановительная динамика южнотаежных лесов. // Лесные экосистемы Енисейского меридиана. Новосибирск: Изд-во СО РАН. – 2002. – С.146–157. RyzhkovaV.A.Vosstanovitel’nayadinamikajuzhnotajezhnyhlesov. [Southern taiga forest regeneration dynamics], In: Forest Ecosystems of the Yenisei Meridian, Novosibirsk. – 2002, – pp.146–157 (in Russian).
  13. Рыжкова В. А. Закономерности восстановительной динамики подтаежных и горнотаежных лесов // Региональные проблемы экосистемного лесоводства. Красноярск: Изд-во Институт леса им. В. Н. Сукачева СО РАН, – 2007. – С. 78–90. RyzhkovaV.A. Zakonomernosti vosstanovitel’noy dinamiki pod tajezhnyh i gornotaejzhnyh lesov. [Regeneration of subtaiga and mountain taiga forests]. In: Regional Sustainable Forestry Problems. Sukachev Institute of Forest Publications, Krasnoyarsk. – 2007, – pp. 78–90 (in Russian).
  14. Средняя Сибирь. М: Наука, – 1964. – 480 C. Srednyaya Sibir’. [Central Siberia], Nauka, Moscow. – 1964. – 480 p. (in Russian).
  15. ERDAS Field Guide. Fifth edition. Atlanta, Georgia: USA: ERDAS Inc., – 1999, – 672 рp.
  16. Richards J., Xiuping J. Remote sensing digital image analysis: an introduction. Birkhäuser, Basel, – 2005. – Switzerland.
  17. Ryzhkova V., Danilova I. GIS-based classification and mapping of forest site condition and vegetation // BOSQUE, – 2012, – 33(3), – pp. 293–297.
  18. Danilova I., Ryzhkova V., Korets M. Recognazing vegetation regeneration stages in Landsat imagery. BOSQUE, – 2012, – 33(3), – pp. 359–362,
  19. SRTM-3-DEM (Shuttle Radar Topography Mission, Digital Elevation Model). – 2010. – Availablefromhttp://www2.jpl.nasa.gov/srtm/russia.htm

For citation: Ryzhkova V.A., Danilova I.V., Korets M.A. FOREST COVER CLASSIFICATION AND SPATIAL MODELLING BASED ON GIS (PRINCIPLES AND TECHNIQUE). Proceedings of the International conference “InterCarto. InterGIS”. 2015;21:82–89 DOI: 10.24057/2414-9179-2015-1-21-82-89 (in Russian)