ISSN 2070-7401 (Print), ISSN 2411-0280 (Online)
Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa
CURRENT PROBLEMS IN REMOTE SENSING OF THE EARTH FROM SPACE

  

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2017, Vol. 14, No. 6, pp. 158-175

Satellite monitoring of forest fires in the 21st century in the territory of the Russian Federation (facts and figures based on active fires detection)

E.A. Loupian 1 , S.A. Bartalev 1 , I.V. Balashov 1 , V.A. Egorov 1 , D.V. Ershov 2, 1 , D.A. Kobets 1 , K.S. Senko 1 , F.V. Stytsenko 1 , I.G. Sychugov 1 
1 Space Research Institute RAS, Moscow, Russia
2 Center for Forest Ecology and Productivity RAS, Moscow, Russia
Accepted: 15.12.2017
DOI: 10.21046/2070-7401-2017-14-6-158-175
Objective data on the burnt forest areas obtained over a long observation period are urgently needed for the studies of various processes connected with the occurrence and consequences of forest fires. This kind of information for the territory of Russia can only be obtained with the use of satellite observations because of its large area and heterogeneity. One of the most trusted sources of this information is based on the observations of active burning. These data have their drawbacks caused primarily by the low spatial resolution of the data used (from hundreds of meters to kilometers). At the same time they provide an acceptable frequency of observations to monitor the spreading of forest fires (several times a day). And what is most important about these data, the large, homogeneous (comparable in space and time) data sets have already been accumulated. It makes it possible to use the data not only for real-time monitoring of forest fire status, but also to obtain information about the long-term dynamics of the forest fires distribution in large areas. This paper presents the methodology of assessment and analysis of the forest burnt areas based on satellite observations of active burning developed at the Space Research Institute of the Russian Academy of Sciences (IKI RAS). This methodology has been used for more than ten years in a number of scientific and applied systems, including the Information System for Remote Monitoring of Forest Fires, the Federal Forestry Agency of the Russian Federation (ISDM Rosleskhoz, https://nffc.aviales.ru). Particular attention is paid to the issues of accuracy assessment of the obtained estimates. The paper also summarizes the capabilities of various tools implemented in the VEGA-Science system (http://sci-vega.ru/) for analysis of long time series on forest fires accumulated in the system. The main focus is presentation and discussion of data on forest fires, that occurred in the territory of Russia during the fire seasons of the years 2001–2016. The paper presents estimates of the areas, burnt by forest fires during this period. It should be noted, that the information given not only concerns the total burnt forest areas estimates in the territory of the country, but also the particular burnt area distribution between certain forest types and between specific periods of fire seasons. In particular, the paper concludes that although the dynamics of total burnt forest area did not demonstrate any significant trends, it is still notable that the average burnt forest areas have been considerably increased during the 21st century. The paper also provides information about the frequency of the fires occurrence in different areas and how it changed in specific periods of the 21st century.
Keywords: Earth observation satellites, information technologies, remote monitoring, forest resources, forest fires monitoring, forest burnt area in Russia
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References:

  1. Anisimov O. A., Borshch S. V., Georgievskii V. Yu., Insarov G. E., Kobysheva N. V., Kostyanoi A. G., Krenke A. N., Semenov S. M., Sirotenko O. D., Frolov I. E., Khlebnikova E. I., Sherstyukov B. G., Metody otsenki posledstvii izmeneniya klimata dlya fizicheskikh i biologicheskikh system (Methods of assessing the effects of climate change on physical and biological systems), Moskva, Roshydromet, 2012, 509 p.
  2. Bartalev S. A., Ershov D. V., Korovin G. N., Kotel’nikov R. V., Loupian E. A., Shchetinskii V. E., Informatsionnaya sistema distantsionnogo monitoringa lesnykh pozharov Federal’nogo agentstva lesnogo khozyaistva RF (sostoyanie i perspektivy razvitiya) (Forest fires remote monitoring information system of the Russian Federal Agency for Forestry (status and development prospects)), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2008, Issue 5, Vol. 2, pp. 419–429.
  3. Bartalev S. A., Ershov D. V., Korovin G. N., Kotel’nikov R. V., Loupian E. A., Shchetinskii V. E., Osnovnye vozmozhnosti i struktura informatsionnoi sistemy distantsionnogo monitoringa lesnykh pozharov Federal’nogo agentstva lesnogo khozyaistva (ISDM Rosleskhoz) (The Main Functionalities and Structure of the Forest Fire Satellite Monitoring Information System of Russian Federal Forestry Agency (ISDM-Rosleshoz)), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2010, Vol. 7, No. 2, pp. 97–105.
  4. Bartalev S. A., Egorov V. A., Ershov D. V., Isaev A. S., Lopian E. A., Plotnikov D. E., Uvarov I. A., Sputnikovoe kartografirovanie rastitel’nogo pokrova Rossii po dannym spektroradiometra MODIS (Maping of Russia’s Vegetation Cover Using MODIS Satellite Spectroradiometer Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 4, pp. 285–302.
  5. Bartalev S. A., Egorov V. A., Efremov V. Yu., Loupian E. A., Stytsenko F. V., Flitman E. V., Otsenka ploshchadi pozharov na osnove kompleksirovaniya sputnikovykh dannykh razlichnogo prostranstvennogo razresheniya MODIS i Landsat-TM/ETM+ (Integrated Burnt Area Assessment Based on Combine Use of Multi-resolution MODIS and Landsat-TM/ETM+ Satellite Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2012, Vol. 9, No. 2, pp. 9–27.
  6. Bartalev S. A., Loupian E. A., Stytsenko F. V., Panova O. Yu., Efremov V. Yu., Ekspress-kartografirovanie povrezhdenii lesov Rossii pozharami po sputnikovym dannym Landsat (Rapid Mapping of Forest Burnt Areas over Russia Using Landsat Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2014, Vol. 11, No. 1, pp. 9–20.
  7. Bartalev S. A., Stytsenko F. V., Egorov V. A., Loupian E. A., Sputnikovaya otsenka gibeli lesov Rossii ot pozharov (Satellite-Based Asessment of Russian Forest Fire Mortality), Lesovedenie, 2015, No. 2, pp. 83–94.
  8. 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 (Land cover mapping over Russia using Earth observation data), Moscow, IKI RAN, 2016, 208 p.
  9. Buryak L. V., Sukhinin A. I., Kalenskaya O. P., Ponomarev E. I., Posledstviya pozharov v lentochnykh borakh yuga Sibiri (Consequences of the fires in the along-river pine forests in South Siberia), Sibirskii ekologicheskii zhurnal, 2011, Vol. 18, No. 3, pp. 331–339.
  10. Kashnitskii A. V., Loupian E. A., Bartalev S. A., Bartalev S. S., Balashov I. V., Efremov V. Yu., Stytsenko F. V., Optimizatsiya interaktivnykh protsedur kartografirovaniya garei v informatsionnykh sistemakh distantsionnogo monitoringa prirodnykh pozharov (Optimization of burn mapping interactive procedures in remote fire monitoring information systems), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 4, pp. 7–16.
  11. Kobets D. A., Balashov I. V., Danilov I. D., Loupian E. A., Sychugov I. G., Tolpin V. A., Ispol’zovanie VI-tekhnologii dlya sozdaniya instrumentov dlya analiza dannykh sputnikovogo monitoringa (The BI technologys use to create tools for data analysis of satellite remote sensing), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 4, pp. 17–27.
  12. Korovin G. N., Andreev N. A., Aviatsionnaya okhrana lesov (Aerial safeguarding of forest), Moskva, Agropromizdat, 1988, 223 p.
  13. Loupian E. A., Bartalev S. A., Ershov D.V , Kotel’nikov R. V., Balashov I. V., Burtsev M. A., Egorov V. A., Efremov V. Yu., Zharko V. O., Kovganko K.A , Kolbudaev P. A., Krasheninnikova Yu. S., Proshin A. A., Mazurov A. A., Uvarov I. A., Stytsenko F. V., Sychugov I. G., Flitman E. V., Khvostikov S. A., Shulyak P. P., Organizatsiya raboty so sputnikovymi dannymi v informatsionnoi sisteme distantsionnogo monitoringa lesnykh pozharov Federal’nogo agentstva lesnogo khozyaistva (ISDM-Rosleskhoz) (Satellite data processing management in framework of Forest Fires Remote Monitoring Information System (ISDM-Rosleskhoz) of the Federal Agency for Forestry), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 5. pp. 222–250.
  14. Loupian E. A., Milekhin O. E., Antonov V. N., Kramareva L. S., Burtsev M. A., Balashov I. V., Tolpin V. A., Solov’ev V. I., Sistema raboty s ob”edinennymi informatsionnymi resursami, poluchaemymi na osnove sputnikovykh dannykh v tsentrakh NITs “PLANETA” (System of operation of joint information resources based on satellite data in the Planeta Research Centers for Space Hydrometeorology), Meteorologiya i gidrologiya, 2014, No. 12, pp. 89–97.
  15. Loupian E. A., Proshin A. A., Burtsev M. A., Balashov I. V., Bartalev S. A., Efremov V. Yu., Kashnitskiy A. V., Mazurov A. A., Matveev A. M., Sudneva O. A., Sychugov I. G., Tolpin V. A., Uvarov I. A., Tsentr kollektivnogo pol’zovaniya sistemami arkhivatsii, obrabotki i analiza sputnikovykh dannykh IKI RAN dlya resheniya zadach izucheniya i monitoringa okruzhayushchei sredy (IKI center for collective use of satellite data archiving,processing and analysis systems aimed at solving the problems of environmental study and monitoring), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 5, pp. 263-284.
  16. Loupian E. A., Savin I. Yu., Bartalev S. A., Tolpin V. A., Balashov I. V., Plotnikov D. E., Sputnikovyi servis monitoringa sostoyaniya rastitel’nosti (“VEGA”) (Satellite Service for Vegetation Monitoring VEGA), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 1, pp. 190–198.
  17. Ponomarev E. I., Kharuk V. I., Gorimost’ lesov Altae-Sayanskogo regiona Sibiri v usloviyakh nablyudaemykh izmenenii klimata (Combustibility of the forests in the Altai-Sayan region of Siberia in the conditions of the detected climate change), Sibirskii ekologicheskii zhurnal, 2016, No. 1, pp. 38–46. DOI:10.15372/SEJ20160104.
  18. Ponomarev E. I., Shvetsov E. G., Sputnikovoe detektirovanie lesnykh pozharov i geoinformatsionnye metody kalibrovki rezul’tatov (Satellite detection of forest fires and GIS techniques for calibration of results), Issledovanie Zemli iz kosmosa, 2015, No. 1, pp. 84–91. DOI:10.7868/S0205961415010054.
  19. Stytsenko F. V., Bartalev S. A., Egorov V. A., Loupian E. A., Metod otsenki stepeni povrezhdeniya lesov pozharami na osnove sputnikovykh dannykh MODIS (Post-Fire Forest Tree Mortality Assessment Method Using MODIS Satellite Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2013, Vol. 10, No. 1, pp. 254–266.
  20. Stytsenko F. V., Bartalev S. A., Ivanova A. A., Loupian E. A., Sychugov I. G., Vozmozhnosti otsenki ploshchadei lesnykh pozharov v regionakh Rossii na osnove dannykh sputnikovogo detektirovaniya aktivnogo goreniya (Forest burnt area assessment possibilities in regions of Russia based on active fires detection by satellites), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2016, Vol. 13, No. 6, pp. 189–298. DOI:10.21046/2070-7401-2016-13-6-289-298.
  21. Flitman E. V., Balashov I. V., Burtsev M. A., Galeev A. A., Egorov V. A., Kotel’nikov R. V., Loupian E. A., Mazurov A. A., Matveev A. M., Proshin A. A., Postroenie sistemy raboty s dannymi pribora MODIS dlya resheniya zadach monitoringa lesnykh pozharov i ikh posledstvii (Organization of the MODIS Instrument Data Processing System for the Tasks of Monitoring Forest Fires and Their Aftereffects), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 1, pp. 127–138.
  22. Kharuk V. I., Ponomarev E. I., Prostranstvenno-vremennaya gorimost’ listvennichnikov Tsentral’noi Sibiri (Spatio-temporal combustibility of the larch forests of Central Siberia), Ekologiya, 2017, No. 6, pp. 413–419. DOI:10.7868/S0367059717060026.
  23. Shvidenko A. Z., Shchepashchenko D. G., Klimaticheskie izmeneniya i lesnye pozhary v Rossii (Climate change and forest fires in Russia), Lesovedenie, 2013, No. 5. pp. 50–61.
  24. Bartalev S. A., Egorov V. A., Efremov V. Yu., Flitman E. V., Loupian E. A., Stytsenko F. V., Assessment of Burned Forest Areas over the Russian Federation from MODIS and Landsat-TM/ETM+ Imagery, Global Forest Monitoring from Earth Observation, CRC Press, 2013, pp. 259–286.
  25. Giglio L., Descloitres J, Justice C. O., Kaufman Y. J., An enhanced contextual fire detection algorithm for MODIS, Remote Sensing of Environment, 2006, Vol. 87, pp. 273–282.
  26. Loupian E. A., Mazurov A. A., Flitman E. V., Ershov D. V., Korovin G. N., Novik V. P., Abushenko N. A., Altyntsev D. A., Koshelev V. V., Tashchilin S. A., Tatarnikov A. V., Csiszar I., Loboda T., Sukhinin A. I., Ponomarev E. I., Afonin S. V., Belov V. V., Matvienko G. G., Satellite monitoring of forest fires in Rassia at regional levels, Mitigation and Adaptation Strategies for Global Change, 2006, Vol. 11, No. 1, pp. 113–145.
  27. Roy D. P., Boschetti L., Justice C. O., Ju J., The Collection 5 MODIS Burned Area Product — Global Evaluation by Comparison with the MODIS Active Fire Product, Remote Sensing of Environment, 2008, Vol. 112, pp. 3690–3707.
  28. Sukhinin A. I., Ivanov V. V., Ponomarev E. I., Slinkina O. A., Cherepanov A. V., Pavlichenko E. A., Romasko V.Y, Miskiv S. I., The 2002 Fire season in the Asian part of the Russia Federation: A view from space, International Forest Fire News, 2003, Vol. 28, pp. 18–28.
  29. Sukhinin A. I., French N. H.F., Kasischke E. S., Hewson J. H., Soja A. J., Csiszar I., Hyer E. J., Loboda T., Conard S. G., Romasko V. I., Pavlichenko E. A., Miskiv S. I., Slinkina O. A., Satellite-based Mapping of Fires in Russia: New Products for Fire Management and Carbon Cycle Studies, Remote Sensing of Environment, 2005, Vol. 94, pp. 546–564.
  30. Tansey K., Gregoire J. M.C., Defourny P., Leigh R. J., Van Bogaert E., Bartholomé E., Bontemps S., A new, global, multi-annual (2000–2007) burned area product at 1 km resolution and daily intervals, Geophysical Research Letters, 2008, Vol. 35, pp. L01401.