Журнал

About Editorial Board Information for authors and reviewers Publication ethics Contacts User Account: send / review a manuscript
Archive
Volume 21, 2024
Number 1 Number 2 Number 3 Number 4
Volume 20, 2023
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 19, 2022
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 18, 2021
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 17, 2020
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6 Number 7
Volume 16, 2019
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 15, 2018
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6 Number 7
Volume 14, 2017
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6 Number 7
Volume 13, 2016
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 12, 2015
Number 1 Number 2 Number 3 Number 4 Number 5 Number 6
Volume 11, 2014
Number 1 Number 2 Number 3 Number 4
Volume 10, 2013
Number 1 Number 2 Number 3 Number 4
Volume 9, 2012
Number 1 Number 2 Number 3 Number 4 Number 5
Volume 8, 2011
Number 1 Number 2 Number 3 Number 4
Volume 7, 2010
Number 1 Number 2 Number 3 Number 4
Issue 6, 2009
Volume 1 Volume 2
Issue 5, 2008
Volume 1 Volume 2
Issue 4, 2007
Volume 1 Volume 2
Issue 3, 2006
Volume 1 Volume 2
Issue 2, 2005
Volume 1 Volume 2
Issue 1, 2004
Volume 1
Search
Find:
русский
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, 2015, Vol. 12, No. 4, pp. 7-16

Optimization of burn mapping interactive procedures in remote fire monitoring information systems

A.V. Kashnitskiy 1 , E.A. Loupian 1 , S.A. Bartalev 1 , S.S. Bartalev 1 , I.V. Balashov 1 , V.Yu. Efremov 1 , F.V. Stytsenko 1 
1 Space Research Institute RAS, Moscow, Russia
One of the most important parts of different remote fire monitoring information systems is burnt area mapping. At present, different reliable and fully automatic methods for burnt area mapping exist using moderate resolution satellite data. In recent years, also high resolution satellite data have come into
use for large-scale burnt area mapping. Since no reliable and fully automatic approaches exist for large-scale burnt area mapping using high resolution satellite data, different interactive approaches are used in remote fire monitoring systems. For a large-scale system, there is a need to develop maximally automated and formalized mapping procedures. In this work we propose a new technique of burnt area mapping using unsupervised classification approach. The main idea is to substitute manual mapping with unsupervised classification result analysis, namely selection of burnt-related classes. Virtually, this procedure substitutes setting a threshold on a continuous function with choosing a decision between a limited number of options. This ensures task formalization, making the result less dependent on operator qualification and speeding up interactive burnt area mapping. We thus achieve optimization of interactive burnt area mapping procedures in remote fire monitoring information systems.
Keywords: remote fire monitoring, remote sensing, information systems, distributed data processing, satellite data processing, web-interface, extremely large data archive, satellite data
Full text

References:

  1. 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.
  2. 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.
  3. Bartalev S.A., Zlatopol'skii A.A., Galeev A.A., Efremov V.Yu., Loupian E.A., Mazurov A.A., Proshin A.A., Flitman E.V., Shcherbenko E.V., Avtomatizirovannoe utochnenie ploshchadei, proidennykh lesnymi pozharami, po dannym priborov HRV, HRVI (More Precise Automatic Burnt out Forest Places Space Detection Using HVR, HRVIR Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2009, Issue 6, Vol. 2, pp. 335–342.
  4. 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.
  5. Bartalev S.A., Stytsenko F.V., Egorov V.A., Loupian E.A., Sputnikovaya otsenka gibeli lesov Rossii ot pozharov (Russia's forest fire damage estimation), Lesovedenie, 2015, No. 2, pp. 83–94.
  6. Efremov V.Yu., Balashov I.V., Kotel'nikov R.V., Loupian E.A., Mazurov A.A., Proshin A.A., Tolpin V.A., Uvarov I.A., Flitman E.V., Ob"edinennyi kartograficheskii interfeis dlya raboty s dannymi ISDM Rosleskhoza (Integrated Mapping Interface for Operations with ISDM-Rosleskhoz Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No 3, pp. 129–139.
  7. Efremov V.Yu., Zlatopol'skii A.A., Mazurov A.A., Avtomatizirovannoe okonturivanie lesnoi gari po dannym SPOT (More Precise Automatic Burnt out Forest Places Space Detection Using HVR, HRVIR Data), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2010, Vol.7, No. 2, pp. 35–42.
  8. Kashnitskii A.V., I.V. Balashov, E.A. Loupian., V.A. Tolpin, I.A. Uvarov, E.A., Sozdanie instrumentov dlya udalennoi obrabotki sputnikovykh dannykh v sovremennykh informatsionnykh sistemakh (Development of software tools for satellite data remote processing in contemporary information systems), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2015, Vol. 12, No. 1, pp. 156–170.
  9. Kolbudaev P.A., Bartalev S.A. Metod avtomaticheskogo vydeleniya ustoichivykh vodnykh ob"ektov na osnove vremennykh ryadov dannykh sputnikov serii Landsat(Automated permanent water mapping method using Landsat data time series), Dvenadtsataya vserossiiskaya otkrytaya konferentsiya "Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa", (The 12th all-Russia Open Conference ''Current Problems in Remote Sensing of the Earth from Space''), Moscow, 10–14 November 2014, Book of abstracts, pp. 49.
  10. 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., Sukhinin A.I., Ponomarev E.I., Grishin A.M., Afonin S.V., Belov V.V., Gridnev Yu.V., Matvienko G.G., Solov'ev V.S., Antonov V.N., Tkachenko V.A., Sputnikovyi monitoring lesnykh pozharov v Rossii. Itogi. Problemy. Perspektivy. Analiticheskii obzor (Forest fires satellite monitoring in Russia. Results. Problems. Perspectives. Analytical overview), Institute of Atmospheric Optics, State Public Scientific Technological Library, Novosibirsk, (Ecological series), 2003, Issue 68, 134 p.
  11. 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.
  12. Tolpin V.A., Balashov I.V., Efremov V.Yu., Loupian E.A., Proshin A.A., Uvarov I.A., Flitman E.V., Sozdanie interfeisov dlya raboty s dannymi sovremennykh sistem distantsionnogo monitoringa (sistema GEOSMIS) (The GEOSMIS System: Developing Interfaces to Operate Data in Modern Remote Monitoring Systems), Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2011, Vol. 8, No. 3, pp. 93–108.
  13. 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.
  14. Abushenko N.A., Bartalev S.A., Belyaev A.I., Ershov D.V., Zakharov M.Y., Loupian E.A., Korovin G.N., Koshelev V.V., KrasheninnikovaYu. S., Mazurov A.A., Min'ko N.P., Nazipov R.R., Semenov S.M., Tashchilin S.A., Flitman E.V., Shchetinsky V.Y., Near Real-time Satellite Monitoring of Russia for Forest Fire Protection, Mapping Science and Remote Sensing, 1999, Vol. 36, No. 1, pp. 54–61.
  15. 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., Sukhinin A.I., Ponomarev E.I., Afonin S.V., Belov V.V., Matvienko G.G., Loboda T.V., Satellite Monitoring of Forest Fires in Russia at Federal and Regional Levels, Mitigation and Adaptation Strategies for Global Change, 2006, Vol.11, pp. 113–145.
  16. Neteler M., Bowman M.H., Landa M., Metz M., GRASS GIS: A multi-purpose open source GIS, Environmental Modelling & Software, 2012, Vol. 31, pp. 124–130.