YIELD ESTIMATION OF WINTER WHEAT IN NORTH CHINA PLAIN USING RS-P-YEC MODEL
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|
作者:
Wang Peijuan
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机构:
Chinese Acad Meteorol Sci, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, Beijing 100081, Peoples R China
Wang Peijuan
[1
]
Zhang Jiahua
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机构:
Chinese Acad Meteorol Sci, Beijing 100081, Peoples R ChinaChinese Acad Meteorol Sci, Beijing 100081, Peoples R China
Zhang Jiahua
[1
]
Xie Donghui
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机构:
Beijing Normal Univ, State Key Lab Remote Sensing, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaChinese Acad Meteorol Sci, Beijing 100081, Peoples R China
Xie Donghui
[2
,3
]
Zhou Yuyu
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机构:
Purdue Univ, Dept Earth & Atomsp Sci, W Lafayette, IN 47907 USAChinese Acad Meteorol Sci, Beijing 100081, Peoples R China
Zhou Yuyu
[4
]
Sun Rui
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机构:
Beijing Normal Univ, State Key Lab Remote Sensing, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R ChinaChinese Acad Meteorol Sci, Beijing 100081, Peoples R China
Sun Rui
[2
,3
]
机构:
[1] Chinese Acad Meteorol Sci, Beijing 100081, Peoples R China
[2] Beijing Normal Univ, State Key Lab Remote Sensing, Beijing 100875, Peoples R China
[3] Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R China
[4] Purdue Univ, Dept Earth & Atomsp Sci, W Lafayette, IN 47907 USA
RS-P-YEC model;
winter wheat;
yield;
North China Plain;
net primary productivity;
D O I:
10.1109/IGARSS.2009.5417392
中图分类号:
P [天文学、地球科学];
学科分类号:
07 ;
摘要:
The accurate prediction of crop yield is of great help for grain policy making as the importance of food in human life. By assuming a homogeneous and vertical laminar structure and introducing a multilayer-two-big-leaf model, we developed a radiative transfer equation for winter wheat canopy and a model named RS-P-YEC (Remote Sensing Photosynthesis - Yield Estimation for Crop) for winter wheat yield estimation. In this model, we converted the net primary productivity to winter wheat yield using harvest Index. In this study, we estimated yield of winter wheat in. North China Plain using the RS-P-YEC model. The simulated yield agrees well with observations from agro-meteorological stations and the R-2 reaches to 0.817. This study demonstrates that RS-P-YEC model is useful in the yield estimation of winter wheat in North China Plain with widely available remotely sensed Images.
机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Zhang Ming-ming
Dong Bao-di
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机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Dong Bao-di
Qiao Yun-zhou
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机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Qiao Yun-zhou
Shi Chang-hai
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机构:
Qingdao Agr Univ, Qingdao 266109, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Shi Chang-hai
Yang Hong
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机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Yang Hong
Wang Ya-kai
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机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
Wang Ya-kai
Liu Meng-yu
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机构:
Chinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R ChinaChinese Acad Sci, Key Lab Agr Water Resources, Hebei Lab Agr Water Saving, Ctr Agr Resources Res,Inst Genet & Dev Biol, Shijiazhuang 050021, Hebei, Peoples R China
机构:
CAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Minist Agr, Key Lab Dryland Agr, Beijing 100081, Peoples R China
Hebei Acad Agr & Forestry Sci, Dryland Farming Inst, Hengshui 053000, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Zhang, Wenying
Wang, Bianyin
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机构:
Hebei Acad Agr & Forestry Sci, Dryland Farming Inst, Hengshui 053000, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Wang, Bianyin
Liu, Binhui
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机构:
Hebei Acad Agr & Forestry Sci, Dryland Farming Inst, Hengshui 053000, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Liu, Binhui
Pang, Zhaojin
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机构:
Hebei Acad Agr & Forestry Sci, Dryland Farming Inst, Hengshui 053000, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Pang, Zhaojin
Wang, Xishen
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机构:
Hebei Acad Agr & Forestry Sci, Dryland Farming Inst, Hengshui 053000, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Wang, Xishen
Zhang, Xiying
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机构:
Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Shijiazhuang 050022, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
Zhang, Xiying
Mei, Xurong
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机构:
CAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R ChinaCAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
Univ Chinese Acad Sci, Beijing 100094, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
Fang, Qin
Zhang, Xiying
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机构:
Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
Zhang, Xiying
Chen, Suying
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Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
Chen, Suying
Shao, Liwei
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Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
Shao, Liwei
Sun, Hongyong
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Chinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, Ctr Agr Resources Res, Key Lab Agr Water Resources, Shijiazhuang 050021, Peoples R China
机构:
China Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Zhou Li-li
Liao Shu-hua
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Liao Shu-hua
Wang Zhi-min
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Wang Zhi-min
Wang Pu
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Wang Pu
Zhang Ying-hua
论文数: 0引用数: 0
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Zhang Ying-hua
Yan Hai-jun
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机构:
China Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Yan Hai-jun
Gao Zhen
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China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Gao Zhen
Shen Si
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Shen Si
Liang Xiao-gui
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Liang Xiao-gui
Wang Jia-hui
论文数: 0引用数: 0
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
Wang Jia-hui
Zhou Shun-li
论文数: 0引用数: 0
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机构:
China Agr Univ, Coll Agron & Biotechnol, Beijing 100193, Peoples R ChinaChina Agr Univ, Coll Water Resources & Civil Engn, Beijing 100083, Peoples R China
机构:
College of Water Resources & Civil Engineering,China Agricultural University
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
ZHOU Li-li
LIAO Shu-hua
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
LIAO Shu-hua
WANG Zhi-min
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
WANG Zhi-min
WANG Pu
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
WANG Pu
ZHANG Ying-hua
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
ZHANG Ying-hua
YAN Hai-jun
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机构:
College of Water Resources & Civil Engineering,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
YAN Hai-jun
GAO Zhen
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
GAO Zhen
SHEN Si
论文数: 0引用数: 0
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
SHEN Si
LIANG Xiao-gui
论文数: 0引用数: 0
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
LIANG Xiao-gui
WANG Jia-hui
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
WANG Jia-hui
ZHOU Shun-li
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机构:
College of Agronomy & Biotechnology,China Agricultural UniversityCollege of Water Resources & Civil Engineering,China Agricultural University
机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological SciencesState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Wen Zhuo
Shibo Fang
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机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Collaborative Innovation Centre on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science & TechnologyState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Shibo Fang
Dong Wu
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机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological SciencesState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Dong Wu
Lei Wang
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机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological SciencesState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Lei Wang
Mengqian Li
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机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological SciencesState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Mengqian Li
Jiansu Zhang
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机构:
State Key Laboratory of Severe Weather, Chinese Academy of Meteorological SciencesState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
Jiansu Zhang
Xinran Gao
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机构:
School of Geography and Earth Sciences, McMaster UniversityState Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences
机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Xuan Li
Shaowen Wang
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机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Shaowen Wang
Yifan Chen
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机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Yifan Chen
Danwen Zhang
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机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Danwen Zhang
Shanshan Yang
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机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Shanshan Yang
Jingwen Wang
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机构:
Center for Geospatial Information, Shenzhen Institute of Advanced Technology, Chinese Academy of SciencesResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Jingwen Wang
Jiahua Zhang
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机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Jiahua Zhang
Yun Bai
论文数: 0引用数: 0
h-index: 0
机构:
School of Geographical Sciences, Hebei Normal UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
Yun Bai
Sha Zhang
论文数: 0引用数: 0
h-index: 0
机构:
Research Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao UniversityResearch Center for Remote Sensing and Digital Earth, College of Computer Science and Technology, Qingdao University
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Li, Xuan
Wang, Shaowen
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h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Wang, Shaowen
Chen, Yifan
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h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Chen, Yifan
Zhang, Danwen
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Zhang, Danwen
Yang, Shanshan
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h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Yang, Shanshan
Wang, Jingwen
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Ctr Geospatial Informat, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Wang, Jingwen
Zhang, Jiahua
论文数: 0引用数: 0
h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Zhang, Jiahua
Bai, Yun
论文数: 0引用数: 0
h-index: 0
机构:
Hebei Normal Univ, Sch Geog Sci, Shijiazhuang 050024, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China
Bai, Yun
Zhang, Sha
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h-index: 0
机构:
Qingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R ChinaQingdao Univ, Coll Comp Sci & Technol, Res Ctr Remote Sensing & Digital Earth, Qingdao 266071, Peoples R China