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The improvement and comparison of diffuse radiation models in different climatic zones of China 期刊论文
ATMOSPHERIC RESEARCH, 2021, 卷号: 254, 页码: 11
Authors:  Zhu, Tingting;  Li, Jun;  He, Liang;  Wu, Dingrong;  Tong, Xiaojuan;  Mu, Qingyun;  Yu, Qiang
Favorite  |  View/Download:7/0  |  Submit date:2021/06/10
Clearness index  Climatic zones  Cloud cover  Diffuse radiation  Neural network  Sunshine duration  
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
Favorite  |  View/Download:15/0  |  Submit date:2021/03/15
Digital soil sampling  Machine learning  Semi-supervised learning  Self-training  Predictive mapping  
HA U-Net: Improved Model for Building Extraction From High Resolution Remote Sensing Imagery 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 101972-101984
Authors:  Xu, Leilei;  Liu, Yujun;  Yang, Peng;  Chen, Hao;  Zhang, Hanyue;  Wang, Dan;  Zhang, Xin
Favorite  |  View/Download:1/0  |  Submit date:2021/11/05
Buildings  Feature extraction  Image segmentation  Remote sensing  Predictive models  Training  Task analysis  Deep learning  building extraction  holistically-nested neural network  attention mechanism  weight mapping  watershed algorithm  
A PM2.5 concentration prediction model based on multi-task deep learning for intensive air quality monitoring stations 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 275, 页码: 13
Authors:  Zhang, Qiang;  Wu, Shun;  Wang, Xiangwen;  Sun, Binzhen;  Liu, Haimeng
Favorite  |  View/Download:12/0  |  Submit date:2021/03/16
PM(2.5)prediction  Multi-task deep learning  Artificial intelligence  Intensive monitoring stations  Lanzhou city  
Position paper: Sensitivity analysis of spatially distributed environmental models- a pragmatic framework for the exploration of uncertainty sources 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2020, 卷号: 134, 页码: 14
Authors:  Koo, Hyeongmo;  Iwanaga, Takuya;  Croke, Barry Fw;  Jakeman, Anthony J.;  Yang, Jing;  Wang, Hsiao-Hsuan;  Sun, Xifu;  Lu, Guonian;  Li, Xin;  Yue, Tianxiang;  Yuan, Wenping;  Liu, Xintao;  Chen, Min
Favorite  |  View/Download:11/0  |  Submit date:2021/03/16
Sensitivity analysis  Spatially distributed environmental model  Uncertainty  SWAT  Environmental modeling  
Reservoir risk modelling using a hybrid approach based on the feature selection technique and ensemble methods 期刊论文
GEOCARTO INTERNATIONAL, 2020, 页码: 25
Authors:  Xiong, Junnan;  Pang, Quan;  Cheng, Weiming;  Wang, Nan;  Yong, Zhiwei
Favorite  |  View/Download:10/0  |  Submit date:2021/03/15
Flash flood  reservoir risk  J48 Decision Tree  genetic algorithm  Bagging  random forest  China  
Quantifying livestock vulnerability to snow disasters in the Tibetan Plateau: Comparing different modeling techniques for prediction 期刊论文
INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2020, 卷号: 48, 页码: 10
Authors:  Ye, Tao;  Liu, Weihang;  Mu, Qingyang;  Zong, Shuo;  Li, Yijia;  Shi, Peijun
Favorite  |  View/Download:7/0  |  Submit date:2021/03/18
Livestock snow disaster  Vulnerability  Generalized additive models  Random forest  Boosted regression trees  
Sample size and spatial configuration of volunteered geographic information affect effectiveness of spatial bias mitigation 期刊论文
TRANSACTIONS IN GIS, 2020, 页码: 26
Authors:  Zhang, Guiming;  Zhu, A-Xing
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A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM) 期刊论文
GEODERMA, 2020, 卷号: 373, 页码: 13
Authors:  Liu, Jing;  Zhu, A-Xing;  Rossiter, David;  Du, Fei;  Burt, James
Favorite  |  View/Download:7/0  |  Submit date:2021/03/23
Digital Soil Mapping  Sample reliability  Prediction trustworthiness  Prediction uncertainty  Third law of geography  
Spatial Variation of Leaf Chlorophyll in Northern Hemisphere Grasslands 期刊论文
FRONTIERS IN PLANT SCIENCE, 2020, 卷号: 11, 页码: 14
Authors:  Zhang, Yao;  Li, Ying;  Wang, Ruomeng;  Xu, Li;  Li, Mingxu;  Liu, Zhaogang;  Wu, Zhenliang;  Zhang, Jiahui;  Yu, Guirui;  He, Nianpeng
Favorite  |  View/Download:8/0  |  Submit date:2021/03/18
allocation  chlorophyll  grassland  influencing factors  leaf nitrogen  spatial variation  trait distribution