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Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest 期刊论文
发表期刊: CHEMOSPHERE. 出版年: 2022, 卷号: 290
作者:  He, Song;  Wu, Jianhua;  Wang, Dan;  He, Xiaodong
收藏  |  浏览/下载:14/0  |  提交时间:2022/03/17
Groundwater nitrate  Environmental factors  Machine learning  Random forest  Predictor variable importance  
Predictive Risk Mapping of Schistosomiasis in Madagascar Using Ecological Niche Modeling and Precision Mapping 期刊论文
发表期刊: TROPICAL MEDICINE AND INFECTIOUS DISEASE. 出版年: 2022, 卷号: 7, 期号: 2
作者:  Deka, Mark A.
收藏  |  浏览/下载:25/0  |  提交时间:2022/03/17
disease mapping  geographic information science  schistosomiasis  precision public health  ecological niche modeling  
Thermal sensation index for elderly people living in Brazil 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF BIOMETEOROLOGY. 出版年: 2022, 卷号: 66, 期号: 3, 页码: 469-480
作者:  Panet, Miriam de Farias;  Dantas de Araujo, Virginia Maria;  Silveira de Araujo, Eduardo Henrique
收藏  |  浏览/下载:10/0  |  提交时间:2022/03/17
Elderly people  Thermal sensation  Semi-arid  Residential architecture  
Effects of land use, climate, and imperviousness on urban stormwater quality: A meta-analysis 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 809
作者:  Simpson, Ian M.;  Winston, Ryan J.;  Brooker, Michael R.
收藏  |  浏览/下载:21/0  |  提交时间:2022/03/17
Urban runoff  Catchment  Water quality  Event mean concentration  Climate zone  Watershed  
Evaluating the downscaling uncertainty of hydrometeorological data in snowmelt runoff simulation 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Hu, Haoxin;  Zeng, Xiankui;  Cai, Xing;  Gui, Dongwei;  Wu, Jichun;  Wang, Dong
收藏  |  浏览/下载:23/0  |  提交时间:2022/02/12
Downscaling  Snowmelt runoff model  Bayesian stacking  Uncertainty  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载:26/0  |  提交时间:2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Evaluating pole cutting survival and growth for riparian forest restoration during invasion by polyphagous shot hole borer 期刊论文
发表期刊: RESTORATION ECOLOGY. 出版年: 2021
作者:  Bennett, Shelley K.;  Lambert, Adam M.;  Carey, Sean P.;  Braman, Charles A.
收藏  |  浏览/下载:22/0  |  提交时间:2021/11/29
Arundo donax  Euwallacea whitfordiodendrus  invasive species  predictive modeling  restoration success  tree mortality  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载:13/0  |  提交时间:2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载:11/0  |  提交时间:2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
SCC-CIVIC-PG Track A: Piloting On-Demand Multimodal Transit in Atlanta 项目
项目编号: 2043431. 资助机构: US-NSF(美国国家科学基金会). 起止日期: 2021-2021
负责人:  Pascal Van Hentenryck
收藏  |  浏览/下载:25/0  |  提交时间:2021/01/13