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Predicting future locations of moving objects with deep fuzzy-LSTM networks 期刊论文
TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2020, 卷号: 16, 期号: 1, 页码: 119-136
Authors:  Li, Mingxiao;  Lu, Feng;  Zhang, Hengcai;  Chen, Jie
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Location prediction  fuzzy space partition  mobile phone data  trajectory data mining  deep learning  
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  
Time-lagged response of vegetation dynamics to climatic and teleconnection factors 期刊论文
CATENA, 2020, 卷号: 189, 页码: 12
Authors:  Zhao, Jing;  Huang, Shengzhi;  Huang, Qiang;  Wang, Hao;  Leng, Guoyong;  Fang, Wei
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Climate changes  Vegetation dynamics  Time-lag effect  Soil moisture  Large-scale modes of climate variability  
Dynamic capacity modelling of soil environment carrying capacity, and developing a soil quality early warning framework for development land in China 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 257, 页码: 12
Authors:  Li, Xiaonuo;  Cundy, Andrew B.;  Chen, Weiping;  Liu, Rui;  Lv, Sidan
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Environmental capacity  Risk management  Prediction and early warning  Soil pollution prevention and control  
Modeling landslide susceptibility using LogitBoost alternating decision trees and forest by penalizing attributes with the bagging ensemble 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 718, 页码: 15
Authors:  Hong, Haoyuan;  Liu, Junzhi;  Zhu, A-Xing
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Landslide  LogitBoost alternating decision trees  Forest by penalizing attributes  Bagging  Integration model  
Soil mapping based on assessment of environmental similarity and selection of calculating samples 期刊论文
CATENA, 2020, 卷号: 188, 页码: 16
Authors:  Li, Yao;  Zhang, Na;  Li, Run-Kui;  Liu, Cheng-Yu;  Shen, Jing;  Jing, Yong-Cai
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Environmental contrast index  Enhancive predictive coefficient-based soil mapping (EPSM)  Member recruiting process  Uncertainty threshold  Soil-land inference model (SoLIM)  Soil property  
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  
Integration of a Kalman filter in the geographically weighted regression for modeling the transmission of hand, foot and mouth disease 期刊论文
BMC Public Health, 2020, 卷号: 20, 期号: 1
Authors:  Hu,Bisong;  Qiu,Wenqing;  Xu,Chengdong;  Wang,Jinfeng
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Hand  Foot and mouth disease  Kalman filter  Geographically weighted regression  Spatiotemporal pattern  Determinant factors  
Dynamics of soil water extractable organic carbon and inorganic nitrogen and their environmental controls in mountain forest and meadow ecosystems in China 期刊论文
CATENA, 2020, 卷号: 187, 页码: 13
Authors:  Zhang, Junjun;  Peng, Changhui;  Xue, Wei;  Yang, Bin;  Yang, Zhenan;  Niu, Shuli;  Zhu, Qiuan;  Wang, Meng
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Water extractable organic carbon  Dissolved inorganic nitrogen  Forest and meadow  Warming  Mountain ecosystem  
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