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Spatiotemporal variations, sources, pollution status and health risk assessment of dissolved trace elements in a major Arabian Sea draining river: insights from multivariate statistical and machine learning approaches 期刊论文
发表期刊: ENVIRONMENTAL GEOCHEMISTRY AND HEALTH. 出版年: 2024, 卷号: 46, 期号: 4
作者:  Singh, Shailja;  Das, Anirban;  Sharma, Paawan;  Sudheer, A. K.;  Gaddam, Mahesh;  Ranjan, Rajnee
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Mahi river  Trace elements  Multivariate statistical analysis  Pollution indices  Health risk assessment  Machine learning  
Mediterranean basin vegetation forecasting approaches: accuracy analysis & climate-land cover-sensor nexus impacts 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2023
作者:  Naciri, H.;  Ben Achhab, N.;  Ezzaher, F-E.;  Sobrino, J. A.;  Raissouni, N.
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Mediterranean basin  time series  statistical forecasting  machine learning forecasting  forecasting accuracy  remote sensing  climate impacts  
Spatial variability of soil quality within management zones: Homogeneity and purity of delineated zones 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 209
作者:  Zeraatpisheh, Mojtaba;  Bottega, Eduardo Leonel;  Bakhshandeh, Esmaeil;  Owliaie, Hamid Reza;  Taghizadeh-Mehrjardi, Ruhollah;  Kerry, Ruth;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：41/0  |  提交时间：2022/02/12
Soil properties  Random forest  Machine learning  Arid and semiarid regions  Statistical analysis  Geostatistics  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Soiling Rate Determination from Referenced Systems in Desert Climate using PVInsight Soiling Algorithm 会议论文
会议名称: 48th IEEE Photovoltaic Specialists Conference (PVSC). 会议地点: ELECTR NETWORK. 会议日期: JUN 20-25, 2021
作者:  Kam-Lum, Elsa;  Meyers, Bennet E.;  Cosme, Damien;  Aissa, Brahim;  Scabbia, Giovanni
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
solar energy  soiling  hot desert climate soiling  data analysis  machine learning  statistical learning  PVInsight  
Assessment of Ensemble Models for Groundwater Potential Modeling and Prediction in a Karst Watershed 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Farzin, Mohsen;  Avand, Mohammadtaghi;  Ahmadzadeh, Hassan;  Zelenakova, Martina;  Tiefenbacher, John P.
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/19
karst groundwater potential  machine learning  statistical models  Kabgian watershed  
Predictive modeling of suitable habitat for deep-sea corals offshore the Northeast United States 期刊论文
发表期刊: DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS. 出版年: 2020, 卷号: 158
作者:  Kinlan, Brian P.;  Poti, Matthew;  Drohan, Amy F.;  Packer, David B.;  Dorfman, Dan S.;  Nizinski, Martha S.
收藏  |  浏览/下载：17/0  |  提交时间：2020/05/22
Cold-water corals  Species distribution models  Statistical machine learning  MaxEnt  Marine spatial planning  Biogeography  
Monitoring and predictive mapping of floristic biodiversity along a climatic gradient in ENSO's terrestrial core region, NW Peru 期刊论文
发表期刊: ECOGRAPHY. 出版年: 2020, 卷号: 43, 期号: 12, 页码: 1878-1890
作者:  Muenchow, Jannes;  Dieker, Petra;  Boettcher, Thea;  Brock, Jonas;  Didenko, Gregor;  Fremout, Tobias;  Jakubka, Desiree;  Jentsch, Anke;  Nuest, Daniel;  Richter, Michael;  Rodriguez, Eric Frank;  Rodriguez, Rodolfo Arismendiz;  Rollenbeck, Ruetger;  Salazar Zarsosa, Pablo;  Schratz, Patrick;  Brenning, Alexander
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/07
ecosystem diversity  irrigation-fertilization experiment  ordination  Peru  predictive mapping  productivity  statistical learning  tropical dry forest  
Statistical learning mitigation of false positives from template-detected data in automated acoustic wildlife monitoring 期刊论文
发表期刊: BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING. 出版年: 2020, 卷号: 29, 期号: 3, 页码: 296-321
作者:  Balantic, Cathleen M.;  Donovan, Therese M.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
Automated acoustic monitoring  bioacoustics  false positives  machine learning  species identification  statistical learning  
Investigating hydrochemistry of groundwater in Indo-Gangetic alluvial plain using multivariate chemometric approaches 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2014, 卷号: 21, 期号: 9, 页码: 6001-6015
作者:  Singh, Kunwar P.;  Gupta, Shikha;  Rai, Premanjali
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Groundwater hydrochemistry  Source identification  Chemical oxygen demand  Statistical methods  Chemometric approaches  Ensemble learning