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author:

Ling, F. (Ling, F..) [1] | Li, Z. (Li, Z..) [2] | Chen, E. (Chen, E..) [3] | Huang, Y. (Huang, Y..) [4] | Tian, X. (Tian, X..) [5] | Schmullius, C. (Schmullius, C..) [6] | Leiterer, R. (Leiterer, R..) [7] | Reiche, J. (Reiche, J..) [8] | Santoro, M. (Santoro, M..) [9]

Indexed by:

Scopus

Abstract:

Envisat Advanced Synthetic Aperture Radar (ASAR) dual-polarization data are shown to be effective for regional forest monitoring. To this scope, an automatic SAR image preprocessing procedure was developed using SRTM DEM and Landsat TM image for geocoding in rugged terrain and smooth terrain areas, respectively. An object-oriented forest and non-forest classification method is then proposed based on the HH to HV intensity ratio and HV images of ASAR data at single acquisition in winter. The developed methods were applied to forest and non-forest mapping in Northeast China. The overall accuracy, the user's accuracy and the producer's accuracy of forest are 83.7%, 85.6% and 75.7% respectively. The results indicate that the proposed methods are promising for operational forest mapping at regional scale.

Keyword:

Envisat asar; Forest mapping; Northeast china; Object-oriented classification

Community:

  • [ 1 ] [Ling, F.]Key Laboratory of Spatial Data Mining, Information Sharing of Ministry of Education, Fuzhou University, Fuzhou, 350002, China
  • [ 2 ] [Li, Z.]Institute of Forest Resources Information Techniques, Chinese Academy of Forestry, Beijing, 100091, China
  • [ 3 ] [Chen, E.]Institute of Forest Resources Information Techniques, Chinese Academy of Forestry, Beijing, 100091, China
  • [ 4 ] [Huang, Y.]Key Laboratory of Spatial Data Mining, Information Sharing of Ministry of Education, Fuzhou University, Fuzhou, 350002, China
  • [ 5 ] [Tian, X.]Institute of Forest Resources Information Techniques, Chinese Academy of Forestry, Beijing, 100091, China
  • [ 6 ] [Schmullius, C.]Department of Earth Observation, Friedrich-Schiller University Jena, Jena, 07745, Germany
  • [ 7 ] [Leiterer, R.]Department of Earth Observation, Friedrich-Schiller University Jena, Jena, 07745, Germany
  • [ 8 ] [Reiche, J.]Department of Earth Observation, Friedrich-Schiller University Jena, Jena, 07745, Germany
  • [ 9 ] [Santoro, M.]Gamma Remote Sensing, 3073 Gümligen, Switzerland

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Source :

European Space Agency, (Special Publication) ESA SP

ISSN: 0379-6566

Year: 2013

Volume: 704 SP

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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