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Abstract
RSSJ Journal of The Remote Sensing Society of Japan Vol. No. ( ) pp.
AKEUCHI AKANO CHI ASUOKA
Institute of Industrial Science, University of Tokyo, Koma-
Department of Agriculture, Kinki University, Naka-
. . . . *
* ba, Meguro, Tokyo , Japan
* Department of Geography, Tokyo Metropolitan University,
* Minami-osawa, Hachioji, Tokyo , Japan
*
* machi, Nara, Nara , Japan
occurred in the summer of . The damaged area was extracted by using principal component analysis supplemented
NOAA AVHRR
Recently, the number of forest fires in West Siberian Lowland (WSL) is increasing and they are considered as one
of the main driving factors influencing carbon cycling in whole earth. Since many forest fires take place in large and
hardly accessible areas, remote sensing seems to be the most appropriate tool for creating forest fire recovering
history. In this paper, SPOT HRV and Landsat ETM images were used to highlight the damaged area by fire that
by ground truth data. The total burnt area was calculated to be . (km ). Then re-generation condition in burnt
area from to was investigated using NOAA AVHRR data with sub-pixel land cover characterization. We
demonstrate that the phenomena observed by remote sensing data is consistent with climatic data including daily
precipitation and temperature. The method proposed in this study can be an e ective way for forest recovering
monitoring.
Plotnikovo
Monitoring of Re-generation Condition for Burnt Forested Wetland
in Western Siberia with Sub-pixel Land Cover Characterization
Wataru T * , Tomoko N * , Shiro O * and Yoshifumi Y *
* * * *
Keywords : forested wetland, burnt scar, sub-pixel analysis, NOAA AVHRR
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Endmember Variability into Spectral Mixture Analysis.
Shimoda, H., Fukue, K., Cho, K., Matsuoka, R., Hashi-
Takeuchi, W., Tamura, M. and Yasuoka, Y., . Estima-
tion of the methane emission from west Siberian wetland by
Scaling between NOAA/AVHRR and SPOT/HRV data.
( ), .
UNDP, UNEP, World Bank and WRI, . World Re-
sources . .
Kasischke, E. S. and Stocks, B. J. (Eds.), . Ecological
Studies : Fire, Climate Change, and Carbon Cycling in
the Boreal Forest. .
Nakano, T., Asahi, C., Inoue, G. and Fukuda, M., .
Measurements of Methane and Carbon Dioxide Fluxes in a
Birch Forest in West Siberia after Burning.
.
VSW
( ),
Nakano, T., Takeuchi, W., Inoue, G., Fukuda, M. and
Yasuoka, Y., . Temporal variations in soil-atmosphere
methane exchange after fire in a peat swamp forest in West
Siberia. , .
TM
, ( ), .
moto, T., Nemoto, T., Tokunaga, M., Tanba, S. and Takagi,
M., . Development of a Software Package for ADEOS
and NOAA Data Analysis. ( ).
Bateson, C. A., Asner, B. P. and Wessman, C. A., .
Endmember Bundles : A New Approach to Incorporating
, .
NOAA/AVHRR
LANDSAT/TM
( ), .
Floudas, C. A. and Visweswaran, V. (Eds.), . Quadratic
optimization. .
Dwivedi, R. S. and Sankar, T. R., . Principal component
analysis of Landsat MSS data for delineation of terrain
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Garcia-Haro, F. J., Gilabert, M. A. and Melia, J., .
Monitoring fire-a ected areas using Thematic Mapper data.
( ), .
Ribed, P. S. and Lopez, A. M., . Monitoring burnt areas
by principal components analysis of multi-temporal TM
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Plotnikovo
Plotnikovo
HRV
ETM
. km
HRV AVHRR
.
mm
: JST
IEEE
Remote Sens. Environ.,
Elsevier Science,
Springer Publisher
In proceed :
Ninth symposium on the joint Siberian permafrost studies
between Japan and Russia in ,
Soil science and plant nutrition,
In proceed : IGARSS ,
Trans. Geosci. Remote Sens,
Klumer Academic Publishers,
Int. J. Remote Sens.,
Int. J. Remote Sens.,
Int. J. Remote Sens,
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