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Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur 期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
Authors:  John, Kingsley;  Agyeman, Prince Chapman;  Kebonye, Ndiye Michael;  Isong, Isong Abraham;  Ayito, Esther O.;  Ofem, Kokei Ikpi;  Qin, Cheng-Zhi
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Soil nutrient distribution  Digital soil mapping  Machine learning  Cokriging  Agricultural productivity  
Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping 期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
Authors:  Wang, Zong;  Du, Zhengping;  Li, Xiaoyan;  Bao, Zhengyi;  Zhao, Na;  Yue, Tianxiang
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Soil organic matter  Dongzhi Loess Tableland  Gradient boosting modeling  Random forest  High accuracy surface modeling  
A hybrid vector-raster approach to drainage network construction in agricultural watersheds with rice terraces and ponds 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 601, 页码: 8
Authors:  Liu, Junzhi;  Liu, Zhangcong;  Yin, Yueqiang;  Croke, Barry F. W.;  Chen, Min;  Qin, Cheng-Zhi;  Tang, Guoan;  Zhu, A-Xing
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Drainage network  Hybrid vector-raster data model  Spatial discretization  Flow direction  Watershed  Rice terraces and ponds  
Evaluation of arable land suitability based on the suitability function-A case study of the Qinghai-Tibet Plateau 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 787, 页码: 17
Authors:  Yao, Minglei;  Shao, Dongguo;  Lv, Changhe;  An, Rihui;  Gu, Wenquan;  Zhou, Cheng
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Suitability function  Qinghai-Tibet Plateau  Arable land evaluation  Survival of the fittest  
Carbon Productivity and Mitigation: Evidence from Industrial Development and Urbanization in the Central and Western Regions of China 期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 16, 页码: 23
Authors:  Wu, Yongjiao;  Zheng, Huazhu;  Li, Yu;  Delang, Claudio O.;  Qian, Jiao
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carbon productivity  industrial workforce allocation  urbanization  spatial lag model  central and western regions of China  
Novel hybrid coupling of ecohydrology and socioeconomy at river basin scale: A watershed system model for the Heihe River basin 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2021, 卷号: 141, 页码: 15
Authors:  Li, Xin;  Zhang, Ling;  Zheng, Yi;  Yang, Dawen;  Wu, Feng;  Tian, Yong;  Han, Feng;  Gao, Bing;  Li, Hongyi;  Zhang, Yanlin;  Ge, Yingchun;  Cheng, Guodong;  Fu, Bojie;  Xia, Jun;  Song, Changqing;  Zheng, Chunmiao
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Watershed system model  Human-nature system  Decision support system  Water resource management  Heihe river basin  Endorheic river basin  
Assessment of the benefit diffusion of windbreak and sand fixation service in National Key Ecological Function areas in China 期刊论文
AEOLIAN RESEARCH, 2021, 卷号: 52, 页码: 30
Authors:  Xu, Jie;  Xiao, Yu;  Xie, Gaodi;  Wang, Yangyang;  Lei, Guangchun
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Windbreak and sand fixation service  Ecosystem service flow  Transregional diffusion effect  National key ecological function areas  
Mapping lead concentrations in urban topsoil using proximal and remote sensing data and hybrid statistical approaches 期刊论文
ENVIRONMENTAL POLLUTION, 2021, 卷号: 272, 页码: 10
Authors:  Shi, Tiezhu;  Yang, Chao;  Liu, Huizeng;  Wu, Chao;  Wang, Zhihua;  Li, He;  Zhang, Huifang;  Guo, Long;  Wu, Guofeng;  Su, Fenzhen
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Jenny's state factor model  Visible and near-infrared reflectance spectroscopy  Landsat image  Geographically weighted regression  Regression kriging  
A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework 期刊论文
WATER RESOURCES MANAGEMENT, 2021, 页码: 17
Authors:  Meng, Erhao;  Huang, Shengzhi;  Huang, Qiang;  Fang, Wei;  Wang, Hao;  Leng, Guoyong;  Wang, Lu;  Liang, Hao
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Monthly streamflow prediction  Support vector machine  Variational mode decomposition  Climate change  Decomposition  
Landslide Susceptibility Mapping Using Feature Fusion-Based CPCNN-ML in Lantau Island, Hong Kong 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 3625-3639
Authors:  Chen, Yangyang;  Ming, Dongping;  Ling, Xiao;  Lv, Xianwei;  Zhou, Chenghu
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Terrain factors  Numerical models  Feature extraction  Training  Statistical analysis  Geology  Reliability  Convolutional neural networks (CNNs)  landslide susceptibility mapping (LSM)  Lantau Island  remote sensing