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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  
Estimation of ambient PM2.5 in Iraq and Kuwait from 2001 to 2018 using machine learning and remote sensing 期刊论文
发表期刊: ENVIRONMENT INTERNATIONAL. 出版年: 2021, 卷号: 151
作者:  Li, Jing;  Garshick, Eric;  Hart, Jaime E.;  Li, Longxiang;  Shi, Liuhua;  Al-Hemoud, Ali;  Huang, Shaodan;  Koutrakis, Petros
收藏  |  浏览/下载：34/0  |  提交时间：2021/07/30
PM2.5  Aerosol optical depth (AOD)  Visibility  High resolution  Exposure  
Two decades of aerosol observations by AATSR, MISR, MODIS and MERRA-2 over India and Indian Ocean 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2021, 卷号: 257
作者:  Kuttippurath, J.;  Raj, S.
收藏  |  浏览/下载：6/0  |  提交时间：2021/07/30
Climate change  Remote sensing  MISR  MODIS  AATSR  MERRA  Aerosols  India  Indian Ocean  
Rangeland condition assessment in the Gobi Desert: A quantitative approach that places stakeholder evaluations front and Centre 期刊论文
发表期刊: ECOLOGICAL ECONOMICS. 出版年: 2021, 卷号: 181
作者:  Sinclair, Steve J.;  Avirmed, Otgonsuren;  White, Matthew D.;  Batpurev, Khorloo;  Griffioen, Peter A.;  Liu, Canran;  Jambal, Sergelenkhuu;  Sime, Hayley;  Olson, Kirk A.
收藏  |  浏览/下载：2/0  |  提交时间：2021/03/08
Gobi Desert  Rangeland  Ecosystem integrity  Expert system  Inner Asia  Regression trees  
Assessment of k-Nearest Neighbor and Random Forest Classifiers for Mapping Forest Fire Areas in Central Portugal Using Landsat-8, Sentinel-2, and Terra Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 7
作者:  Pacheco, Admilson da Penha;  Junior, Juarez Antonio da Silva;  Ruiz-Armenteros, Antonio Miguel;  Henriques, Renato Filipe Faria
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
k-Nearest Neighbor  Random Forest  fires  Landsat 8  Sentinel 2  Terra  ASTER  MODIS  burned  mapping  
Impact assessment of river dust on regional air quality through integrated remote sensing and air quality modeling 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 755
作者:  Chen, Chien-Yuan;  Chen, Ho Wen;  Sun, Chu-Ting;  Chuang, Yen Hsun;  Nguyen, Kieu Lan Phuong;  Lin, Yu Ting
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
TAPM  Remote sensing  PM10  Landscape change  Exposure risk  
Monitoring of agricultural drought in semi-arid ecosystem of Peninsular India through indices derived from time-series CHIRPS and MODIS datasets 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 121
作者:  Sandeep, P.;  Reddy, G. P. Obi;  Jegankumar, R.;  Kumar, K. C. Arun
收藏  |  浏览/下载：16/0  |  提交时间：2021/03/08
CHIRPS  Agricultural drought  NVSWI  SPI  NDVI  LST  Rayalaseema region  
Spatio-Temporal Patterns of Global Population Exposure Risk of PM2.5 from 2000-2016 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Zhao, Chengcheng;  Pan, Jinghu;  Zhang, Lianglin
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/19
PM2 5  population exposure risk  remote sensing of environment  air pollution  
Possibility of using multiscale normalized difference vegetation index data for the assessment of total suspended solids (TSS) concentrations in surface water: A specific case of scale issues in remote sensing 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2021, 卷号: 194
作者:  Chen, Wenqian;  Wang, Jingzhe;  Cao, Xiaoyi;  Ran, Haofan;  Teng, Dexiong;  Chen, Jing;  He, Xiao;  Zheng, Xuan
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Arid region  Total suspended solids  Remote sensing  Sentinel-2  Normalized difference vegetation index  
Surface and Groundwater Characteristics within a Semi-Arid Environment Using Hydrochemical and Remote Sensing Techniques 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Rafik, Abdellatif;  Bahir, Mohammed;  Beljadid, Abdelaziz;  Ouazar, Driss;  Chehbouni, Abdelghani;  Dhiba, Driss;  Ouhamdouch, Salah
收藏  |  浏览/下载：16/0  |  提交时间：2021/03/08
groundwater  NDWI  water surface  semi-arid area  GIS