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A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data 期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
Authors:  Zhang, Lei;  Yang, Lin;  Ma, Tianwu;  Shen, Feixue;  Cai, Yanyan;  Zhou, Chenghu
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Digital soil sampling  Machine learning  Semi-supervised learning  Self-training  Predictive mapping  
Quantifying influences of natural and anthropogenic factors on vegetation changes using structural equation modeling: A case study in Jiangsu Province, China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2021, 卷号: 280, 页码: 13
Authors:  Yang, Lin;  Shen, Feixue;  Zhang, Lei;  Cai, Yanyan;  Yi, Fangxin;  Zhou, Chenghu
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NDVI change  Human activities  Driving factors  Climate change  Urbanization  
Mapping Spatiotemporal Changes in Vegetation Growth Peak and the Response to Climate and Spring Phenology over Northeast China 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 23, 页码: 16
Authors:  Wang, Xiaoying;  Zhou, Yuke;  Wen, Rihong;  Zhou, Chenghu;  Xu, Lili;  Xi, Xi
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vegetation phenology  growth peak  vegetation production  green-up date  northeast China  remote sensing  
An improved method for separating soil and vegetation component temperatures based on diurnal temperature cycle model and spatial correlation 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 248, 页码: 13
Authors:  Liu, Xiangyang;  Tang, Bo-Hui;  Li, Zhao-Liang;  Zhou, Chenghu;  Wu, Wenbin;  Rasmussen, Mads Olander
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Component temperature separation  Land surface temperature (LST)  Diurnal temperature cycle (DTC)  Spatial weight  
Downscaling Satellite Retrieved Soil Moisture Using Regression Tree-Based Machine Learning Algorithms Over Southwest France 期刊论文
EARTH AND SPACE SCIENCE, 2020, 卷号: 7, 期号: 10, 页码: 25
Authors:  Liu, Yangxiaoyue;  Xia, Xiaolin;  Yao, Ling;  Jing, Wenlong;  Zhou, Chenghu;  Huang, Wumeng;  Li, Yong;  Yang, Ji
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satellite  based soil moisture  downscale  machine learning  regression tree  driven algorithms  
Mapping urban dynamics (1992-2018) in Southeast Asia using consistent nighttime light data from DMSP and VIIRS 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 248, 页码: 16
Authors:  Zhao, Min;  Zhou, Yuyu;  Li, Xuecao;  Cheng, Weiming;  Zhou, Chenghu;  Ma, Ting;  Li, Manchun;  Huang, Kun
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Urban extent  Urban cluster  Urban dynamic  Nighttime light  Southeast Asia  
Extracting knowledge from legacy maps to delineate eco-geographical regions 期刊论文
Authors:  Yang, Lin;  Li, Xinming;  Yang, Qinye;  Zhang, Lei;  Zhang, Shujie;  Wu, Shaohong;  Zhou, Chenghu
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Knowledge extraction  ecological regionalization  legacy map  buffer zone  fuzzy membership function  
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
ADVANCES IN WATER RESOURCES, 2020, 卷号: 143, 页码: 17
Authors:  Jing, Wenlong;  Di, Liping;  Zhao, Xiaodan;  Yao, Ling;  Xia, Xiaolin;  Liu, Yangxiaoyue;  Yang, Ji;  Li, Yong;  Zhou, Chenghu
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Terrestrial water storage  Machine learning  GRACE  The Nile River basin  
A new approach to modeling the fade-out threshold of coronavirus disease 期刊论文
SCIENCE BULLETIN, 2020, 卷号: 65, 期号: 15, 页码: 1225-1227
Authors:  Yue, Tianxiang;  Fan, Zemeng;  Fan, Bin;  Du, Zhengping;  Wilson, John P.;  Yin, Xiaozhe;  Zhao, Na;  Wang, Ying'an;  Zhou, Chenghu
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A quantitative model to simulate the vertical errors of SRTM3 DEM V4 data at the pixel level in the Shanbei Plateau of China 期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 14, 页码: 5257-5276
Authors:  Zhao, Shangmin;  Zhao, Hengyang;  Li, Rongping;  Cheng, Weiming;  Zhou, Chenghu
Favorite  |  View/Download:40/0  |  Submit date:2020/05/19