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Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method 期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
Authors:  Yang, Lin;  Li, Xinming;  Shi, Jingjing;  Shen, Feixue;  Qi, Feng;  Gao, Binbo;  Chen, Ziyue;  Zhu, A-Xing;  Zhou, Chenghu
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Conditioned Latin hypercube sampling  Soil mapping  Representativeness  Sample randomness  
Estimating reed loss caused by Locusta migratoria manilensis using UAV-based hyperspectral data 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 719, 页码: 13
Authors:  Song, Peilin;  Zheng, Xiaomei;  Li, Yingying;  Zhang, Kangyu;  Huang, Jingfeng;  Li, Hongmei;  Zhang, Huijuan;  Liu, Li;  Wei, Chuanwen;  Mansaray, Lamin R.;  Wang, Duzhi;  Wang, Xiumei
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Locust damage monitoring  Loss estimation model  Unmanned aerial vehicle (UAV)  Hypeispectral measurement  Reed  
Utility of Vertically Integrated Liquid Water Content for Radar-Rainfall Estimation: Quality Control and Precipitation Type Classification 期刊论文
ATMOSPHERIC RESEARCH, 2020, 卷号: 236, 页码: 11
Authors:  Seo, Bong-Chul;  Krajewski, Witold F.;  Qi, Youcun
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VIL  Weather radar  Precipitation  Classification  Wind farms  
A remote sensing-based scheme to improve regional crop model calibration at sub-model component level 期刊论文
AGRICULTURAL SYSTEMS, 2020, 卷号: 181, 页码: 12
Authors:  Zhang, Jing;  Chen, Yi;  Zhang, Zhao
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Calibration  Crop model  MCWLA  SMC scheme  Remote sensing  
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  
Assessing the reliability, resilience and vulnerability of water supply system under multiple uncertain sources 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 252, 页码: 14
Authors:  Ren, Kang;  Huang, Shengzhi;  Huang, Qiang;  Wang, Hao;  Leng, Guoyong;  Fang, Wei;  Li, Pei
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Uncertainty  Encounter risk  Synthetic runoff generator  Water resources management  
Comparison of three remotely sensed drought indices for assessing the impact of drought on winter wheat yield 期刊论文
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2020, 卷号: 13, 期号: 4, 页码: 504-526
Authors:  Huang, Jianxi;  Zhuo, Wen;  Li, Ying;  Huang, Ran;  Sedano, Fernando;  Su, Wei;  Dong, Jinwei;  Tian, Liyan;  Huang, Yanbo;  Zhu, Dehai;  Zhang, Xiaodong
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Agricultural drought  remote sensing  drought index  winter wheat yield  
Winter wheat LAI inversion considering morphological characteristics at different growth stages coupled with microwave scattering model and canopy simulation model 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 240, 页码: 15
Authors:  Wu, Shangrong;  Yang, Peng;  Ren, Jianqiang;  Chen, Zhongxin;  Liu, Changan;  Li, He
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LAI inversion  Winter wheat  Canopy simulation model  Microwave scattering model for winter wheat at different growth stages  Morphological characteristics  
Assessing the effects of climate change and human activities on runoff variations from a seasonal perspective 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2020, 卷号: 34, 期号: 3-4, 页码: 575-592
Authors:  Li, Ziyan;  Huang, Shengzhi;  Liu, Dengfeng;  Leng, Guoyong;  Zhou, Shuai;  Huang, Qiang
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Climate change  Human activities  The Budyko equation  Seasonal scale  The upper Han River Basin  China's Five-year Plan  
Representing Model Uncertainty by Multi-Stochastic Physics Approaches in the GRAPES Ensemble 期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2020, 卷号: 37, 期号: 4, 页码: 328-346
Authors:  Xu, Zhizhen;  Chen, Jing;  Jin, Zheng;  Li, Hongqi;  Chen, Fajing
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ensemble prediction  model uncertainty  stochastically perturbed parameterization  multi-stochastic physics approaches