Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

International Journal of Remote Sensing - Tập 34 Số 7 - Trang 2607-2654 - 2013
Peng Gong1,2,3, Jie Wang3, Le Yu2, Yongchao Zhao4,5, Yuanyuan Zhao2, Lü Liang1, Zhenguo Niu3, Xiaomeng Huang2, Haohuan Fu2, Shuang Liu3, Congcong Li6, Xueyan Li6, Wei Fu3, Caixia Liu3, Yue‐Ping Xu6, Xiaoyi Wang3, Qu Cheng2, Luanyun Hu2, Wenbo Yao2, Han Zhang2, Peng Zhu3, Ziying Zhao6, Haiying Zhang3, Yaomin Zheng3, Luyan Ji5, Ya‐Wen Zhang7, Han Chen7, Yan An7, Jianhong Guo8, Yu Liang8, Lei Wang3, Xiaojun Liu7, Tingting Shi7, Menghua Zhu7, Yanlei Chen1, Guangwen Yang2, Ping Tang3, Bing Xu6, Chandra Giri9, Nicholas Clinton2, Zhiliang Zhu9, Jin Chen10, Jun Chen11
1Department of Environmental Science , Policy and Management, University of California , Berkeley , CA , 94720-3114 , USA
2Ministry of Education Key Laboratory for Earth System Modelling, Centre for Earth System Science, Tsinghua University, Beijing 100084, China
3State Key Laboratory of Remote Sensing Science , Jointly Sponsored by Institute of Remote Sensing Applications, Chinese Academy of Sciences, and Beijing Normal University , Beijing , 100101 , China
4Department of Geography , University of South Florida , Tempa , FL , 33620 , USA
5Institute of Electronics, Chinese Academy of Sciences , Beijing , 100191 , China
6College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China
7College of Remote Sensing Information Engineering, Wuhan University , Wuhan , 430072 , China
8Beijing Xiuying Environmental Information Technology Development Inc. , Beijing , 100101 , China
9United States Geological Survey , Reston , VA , 12201 , USA
10State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing Normal University, Beijing 100875, China
11National Geomatics Centre , Beijing , 100830 , China

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Tài liệu tham khảo

10.1117/12.366315

Aksoy S., 2009, Photogrammetric Engineering and Remote Sensing, 75, 577, 10.14358/PERS.75.5.577

Arino O., 2008, ESA Bulletin-European Space Agency, 136, 24

10.1080/01431160412331291297

Bauer E., 1998, Machine Learning, 36, 1

10.1023/A:1013051420309

Bradski G., 2000, Dr. Dobb's Journal of Software Tools 25, 11, 122

10.1111/j.1523-1739.2008.01083.x

Carreiras J. M. B., 2006, Photogrammetric Engineering and Remote Sensing, 72, 897, 10.14358/PERS.72.8.897

Caruana R., 2006, Proceedings of the 23rd International Conference on Machine Learning

10.1145/1961189.1961199

Chen Y. L., ISPRS Journal of Photogrammetry and Remote Sensing.

10.1111/j.1365-2486.2008.01585.x

10.1080/014311600210092

10.1016/j.rse.2010.07.001

Clinton N., 2009, Photogrammetric Engineering and Remote Sensing, 75, 689, 10.14358/PERS.75.6.689

10.2134/jeq2009.0158

10.1080/01431161.2010.512305

Cowardin L. M., 1977, Classification of Wetlands and Deep-Water Habitats of the United States

10.1175/BAMS-84-8-1013

10.1080/014311698215793

10.1029/95JD01536

10.1029/1999JD900057

10.1073/pnas.182560099

Di Gregorio A., 2005, FAO Land Cover Classification System. FAO Environment and Natural Resources Service Series, No. 8

10.1016/j.rse.2011.07.006

FAO . 2001 . FRA2000: Global Ecological Zoning for the Global Forest Resources Assessment 2000 , 200 Rome : FAO Forestry Department .

10.1126/science.1111772

10.1016/S0034-4257(01)00295-4

10.1080/01431161003674642

10.1029/2006GB002706

10.1016/S0034-4257(02)00078-0

10.1016/j.rse.2009.08.016

10.1080/01431160902946598

10.1016/j.eswa.2006.01.055

10.1029/2010JD014041

10.1029/2006JD007404

10.1111/j.1466-8238.2010.00584.x

10.1016/j.pnsc.2008.05.026

Gong P., 2009, Journal of Remote Sensing, 13, 16

Gong P., 1990, Photogrametric Engineering and Remote Sensing, 56, 597

10.1080/01431169208904202

Gong P., 1992, Photogrametric Engineering and Remote Sensing, 58, 423

10.1109/36.312895

10.1007/s11430-010-4002-3

Gong P., 2002, Photogrammetric Engineering and Remote Sensing, 68, 1203

Gong P., 2011, Geomatics World, 2, 34

10.1016/j.rse.2011.01.024

10.1145/1656274.1656278

10.1016/S0034-4257(02)00079-2

10.1080/014311600210209

10.1016/j.rse.2007.11.013

10.1002/joc.2150

Huang C. Q., 2002, International Journal of Remote Sensing, 23, 723

10.3390/s90301541

10.1109/JPROC.2009.2036869

10.1016/S0034-4257(97)00046-1

10.1080/01431161.2010.512303

10.1016/j.rse.2006.01.020

10.1016/j.rse.2009.01.010

10.1029/2010GL043622

10.1371/journal.pone.0013575

10.1016/j.rse.2005.12.012

10.1016/j.rse.2007.10.002

10.1016/j.ecolmodel.2011.03.042

Liu , M. 2007 . Atlas of China Physical Geography , 254 Beijing : SinoMaps Press .

10.1080/014311600210191

10.1016/j.rse.2008.05.009

10.1109/TGRS.2006.864370

10.1016/j.jag.2005.12.002

10.1109/TGRS.2009.2031101

10.1007/s11430-009-0075-2

10.1641/0006-3568(2001)051[0933:TEOTWA]2.0.CO;2

10.1016/j.rse.2004.12.015

10.1016/j.rse.2011.08.027

10.5194/bg-8-2027-2011

10.1016/j.rse.2003.12.007

10.1016/j.rse.2006.02.027

10.1029/98GB02512

10.1029/1999GB900046

10.1016/S0034-4257(98)00037-6

10.1126/science.1159607

Scepan J., 1999, Photogrammetric Engineering and Remote Sensing, 65, 1051

10.1016/j.rse.2010.03.003

10.1016/j.rse.2005.08.009

10.1016/j.rse.2010.01.012

10.1109/LGRS.2008.916646

10.1029/2011JG001708

10.1029/2007GB002959

10.1016/j.rse.2010.09.010

10.1080/17538941003777521

10.1016/j.jag.2010.11.005

10.1080/01431160802698919

10.1080/17538947.2012.713190

10.1126/science.227.4685.369

10.1016/j.rse.2011.04.022

10.1111/j.1365-2486.2010.02307.x

10.1080/01431160903475332

Witten , I. H. and Frank , E. 2005 . Data Mining, Practical Machine Learning Tools and Techniques , 525p San Francisco , CA : Morgan Kaufmann Publishers .

Xu B., 2007, Photogrammetric Engineering and Remote Sensing, 73, 955, 10.14358/PERS.73.8.955

10.14358/PERS.70.11.1285

Xu B., 2003, Photogrammetric Engineering and Remote Sensing, 69, 529, 10.14358/PERS.69.5.529

10.1080/01431161.2011.636081

10.14358/PERS.72.7.799

Zheng , Z. , Mei , D. and Zhong , E. 2009 . Atlas of World Physical Geography , 135 Beijing : Star Map Press .

10.1080/01431161.2010.527397

10.1080/01431160903505286