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Land surface roughness affected by vegetation restoration age and types on the Loess Plateau of China 期刊论文
GEODERMA, 2020, 卷号: 366, 页码: 11
Authors:  Zhu, Pingzong;  Zhang, Guanghui;  Wang, Hongxiao;  Zhang, Baojun;  Wang, Xue
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Random roughness  Photogrammetry  Vegetation restoration  Near soil surface characteristics  The Loess Plateau of China  
Comparison of additive and isometric log-ratio transformations combined with machine learning and regression kriging models for mapping soil particle size fractions 期刊论文
GEODERMA, 2020, 卷号: 365, 页码: 16
Authors:  Wang, Zong;  Shi, Wenjiao;  Zhou, Wei;  Li, Xiaoyan;  Yue, Tianxiang
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Soil particle size fractions  Log-ratio transformation  Boosted regression tree  Random forest  Regression kriging  
Multi-scenario simulation of urban land change in Shanghai by random forest and CA-Markov model 期刊论文
SUSTAINABLE CITIES AND SOCIETY, 2020, 卷号: 55, 页码: 10
Authors:  Zhou, Liang;  Dang, Xuewei;  Sun, Qinke;  Wang, Shaohua
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Multi-scenario simulation  Urban land change  Random forest  CA-Markov  Shanghai  
Random forest and watershed transformations for mapping quasi-circular vegetation patch using fused multispectral CBERS-04 images 期刊论文
IOP Conference Series: Materials Science and Engineering, 2020, 卷号: 768, 期号: 6
Authors:  Liu,Qingsheng
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Examining earliest identifiable timing of crops using all available Sentinel 1/2 imagery and Google Earth Engine 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 161, 页码: 109-123
Authors:  You, Nanshan;  Dong, Jinwei
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Earliest identifiable timing (EIT)  Crops  Random forest  Classifier transfer  Temporal composite  Sentinel  Google Earth Engine  
Changes in plant species richness distribution in Tibetan alpine grasslands under different precipitation scenarios 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2020, 卷号: 21, 页码: 13
Authors:  Li, Meng;  Zhang, Xianzhou;  Niu, Ben;  He, Yongtao;  Wang, Xiangtao;  Wu, Jianshuang
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Climate change  Drying and wetting  Elevation gradient  Random forest modelling  Tibetan plateau  
Spatially Explicit Mapping of Historical Population Density with Random Forest Regression: A Case Study of Gansu Province, China, in 1820 and 2000 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 3, 页码: 16
Authors:  Wang, Fahao;  Lu, Weidong;  Zheng, Jingyun;  Li, Shicheng;  Zhang, Xuezhen
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historical period  random forest regression model  population density  prediction  Gansu Province  
Improving prediction of soil organic carbon content in croplands using phenological parameters extracted from NDVI time series data 期刊论文
SOIL & TILLAGE RESEARCH, 2020, 卷号: 196, 页码: 13
Authors:  Yang, Lin;  He, Xianglin;  Shen, Feixue;  Zhou, Chenghu;  Zhu, A-Xing;  Gao, Bingbo;  Chen, Ziyue;  Li, Manchun
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Soil organic carbon  Digital soil mapping  Phenological parameters  NDVI time series  Crop rotation  
Digital Soil Mapping over Large Areas with Invalid Environmental Covariate Data 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 2, 页码: 17
Authors:  Fan, Nai-Qing;  Zhu, A-Xing;  Qin, Cheng-Zhi;  Liang, Peng
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digital soil mapping  invalid data  environmental covariate  SoLIM  uncertainty  large areas  China  
Optimizing Feature Selection of Individual Crop Types for Improved Crop Mapping 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 1, 页码: 20
Authors:  Yin, Leikun;  You, Nanshan;  Zhang, Geli;  Huang, Jianxi;  Dong, Jinwei
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crop mapping  feature selection  spectro-temporal feature  separability index  Sentinel-2  Random Forest