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Predicting soil organic carbon content in croplands using crop rotation and Fourier transform decomposed variables 期刊论文
GEODERMA, 2019, 卷号: 340, 页码: 289-302
Authors:  Yang, Lin;  Song, Min;  Zhu, A-Xing;  Qin, Chengzhi;  Zhou, Chenghu;  Qi, Feng;  Li, Xinming;  Chen, Ziyue;  Gao, Binbo
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Digital soil mapping  Soil organic carbon content  Human activity factor  Crop rotation  Fourier transform  
High resolution paddy rice maps in cloud-prone Bangladesh and Northeast India using Sentinel-1 data 期刊论文
SCIENTIFIC DATA, 2019, 卷号: 6, 页码: 10
Authors:  Singha, Mrinal;  Dong, Jinwei;  Zhang, Geli;  Xiao, Xiangming
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Simulating Spatio-Temporal Patterns of Terrorism Incidents on the Indochina Peninsula with GIS and the Random Forest Method 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 3, 页码: 19
Authors:  Hao, Mengmeng;  Jiang, Dong;  Ding, Fangyu;  Fu, Jingying;  Chen, Shuai
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terrorism incidents  spatio-temporal patterns  Geo-information system  RF Algorithm  Indochina Peninsula  
Land Cover Changes and Their Driving Mechanisms in Central Asia from 2001 to 2017 Supported by Google Earth Engine 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 5, 页码: 21
Authors:  Hu, Yunfeng;  Hu, Yang
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land change  driving mechanism  Central Asia  spatiotemporal analysis  GEE  
Downscaling Land Surface Temperatures Using a Random Forest Regression Model With Multitype Predictor Variables 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 21904-21916
Authors:  Wu, Hua;  Li, Wan
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Land surface temperature  downscaling  random forest  thermal remote sensing  thermal sharpening  robustness  
Construction of land surface dynamic feedbacks for digital soil mapping with fusion of multisource remote sensing data 期刊论文
EUROPEAN JOURNAL OF SOIL SCIENCE, 2019, 卷号: 70, 期号: 1, 页码: 174-184
Authors:  Zeng, C. Y.;  Zhu, A. X.;  Qi, F.;  Liu, J. Z.;  Yang, L.;  Liu, F.;  Li, F. L.
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Water Resources Assessment of China's Transboundary River Basins Using a Machine Learning Approach 期刊论文
WATER RESOURCES RESEARCH, 2019, 卷号: 55, 期号: 1, 页码: 632-655
Authors:  Yan, Jiabao;  Jia, Shaofeng;  Lv, Aifeng;  Zhu, Wenbin
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water resources  runoff coefficient  machine learning  transboundary river  China  
Using multi-model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2018, 卷号: 38, 期号: 13, 页码: 4891-4902
Authors:  Wang, Bin;  Zheng, Lihong;  Liu, De Li;  Ji, Fei;  Clark, Anthony;  Yu, Qiang
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GCMs  machine learning  multi-model ensemble  random forest  support vector machine  
Reconstruction of terrestrial water storage anomalies in Northwest China during 1948-2002 using GRACE and GLDAS products 期刊论文
HYDROLOGY RESEARCH, 2018, 卷号: 49, 期号: 5, 页码: 1594-1607
Authors:  Yang, Peng;  Xia, Jun;  Zhan, Chesheng;  Wang, Tiejun
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GRACE  Northwest China  reconstruction  SST  terrestrial water storage anomalies  
A Regionalized Study on the Spatial-Temporal Changes of Grassland Cover in the Three-River Headwaters Region from 2000 to 2016 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 10, 页码: 24
Authors:  Liu, Naijing;  Yang, Yaping;  Yao, Ling;  Yue, Xiafang
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MOD44B  grassland cover  regionalization  Machine Learning