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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  
Predicting the number of dusty days around the desert wetlands in southeastern Iran using feature selection and machine learning techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Nafarzadegan, Ali Reza;  Dargahian, Fatemeh
收藏  |  浏览/下载：22/0  |  提交时间：2021/07/30
Dust emissions  Boruta  MARS  Recursive feature elimination  Multicollinearity  Stochastic gradient boosting  Hamoun wetlands  
Updated information on soil salinity in a typical oasis agroecosystem and desert-oasis ecotone: Case study conducted along the Tarim River, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 716
作者:  Wei, Yang;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli;  Wang, Fei
收藏  |  浏览/下载：2/0  |  提交时间：2020/05/22
Soil salinity  Machine learning  Digital soil mapping  Tarim Basin  Harmonized world Soil Database  
Desertification vulnerability indexan effective approach to assess desertification processes: A case study in Anantapur District, Andhra Pradesh, India 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2018, 卷号: 29, 期号: 1, 页码: 150-161
作者:  Dharumarajan, Subramanian;  Bishop, Thomas F. A.;  Hegde, Rajendra;  Singh, Surendra Kumar
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
desertification  desertification vulnerability indices  prediction  random forest model  variable importance  
The modulating role of traits on the biogeographic dynamics of chondrichthyans from the Neogene to the present 期刊论文
发表期刊: PALEOBIOLOGY. 出版年: 2018, 卷号: 44, 期号: 2, 页码: 251-262
作者:  Villafana, Jaime A.;  Rivadeneira, Marcelo M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Fire regimes at the arid fringe: A 16-year remote sensing perspective (2000-2016) on the controls of fire activity in Namibia from spatial predictive models 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2018, 卷号: 91, 页码: 324-337
作者:  Mayr, M. J.;  Vanselow, K. A.;  Samimi, C.
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Fire ecology  Fuel limitation  Machine-learning  Dry savanna  Spatial autocorrelation  Model comparison  
Effects of the Protective Factor of Therapy and Risk Factor of Alcohol Use on Psychological Outcomes Among Racially Ethnic Female Survivors of Sexual Victimization 学位论文
学位授予机构: Pepperdine University. 出版年: 2017
作者:  Varvaryan, Annie M.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Ethnicity  Mental health  Sexual victimization  Therapy  
How high is your hummock? The importance of Triodia height as a habitat predictor for an endangered marsupial in a fire-prone environment 期刊论文
发表期刊: AUSTRAL ECOLOGY. 出版年: 2016, 卷号: 41, 期号: 4, 页码: 376-389
作者:  Moseby, Katherine;  Read, John;  Mclean, Amanda;  Ward, Matthew;  Rogers, Daniel J.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
arid  desert  fire  habitat preference  sandhill dunnart  vegetation structure  
An evaluation of sampling and statistical methods for long-term monitoring of subtidal reef fishes : a case study of Tsitsikamma National Park marine protected area 学位论文
学位授予机构: Rhodes University, Faculty of Science, Ichthyology and Fisheries Science. 出版年: 2016
作者:  Parker;Denham
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Tsitsikamma National Park (South Africa)  
Quantifying dwarf shrub biomass in an arid environment: comparing empirical methods in a high dimensional setting 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2015, 卷号: 158, 页码: 140-155
作者:  Zandler, H.;  Brenning, A.;  Samimi, C.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Biomass  Arid Environment  Multispectral remote sensing  Empirical modeling  Landsat OLI  RapidEye