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Application of ensemble machine learning model in downscaling and projecting climate variables over different climate regions in Iran 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Asadollah, Seyed Babak Haji Seyed;  Sharafati, Ahmad;  Shahid, Shamsuddin
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Global climate model  Shared socioeconomic pathways scenarios  Gradient Boosting Regression Tree  Climate downscaling  Climate change projections  
Diurnal climatology of correlations between the planetary boundary layer height and surface meteorological factors over the contiguous United States 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2022
作者:  Xi, Xingya;  Zhang, Yuanjie;  Gao, Zhiqiu;  Yang, Yuanjian;  Zhou, Shaohui;  Duan, Zexia;  Yin, Jian
收藏  |  浏览/下载：22/0  |  提交时间：2022/03/17
AMDAR  planetary boundary layer height  surface meteorological factors  
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  
Spatial distribution of meteorological factors controlling stable isotopes in precipitation in Northern Chile 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 605
作者:  Valdivielso, Sonia;  Hassanzadeh, Ashkan;  Vazquez-Sune, Enric;  Custodio, Emilio;  Criollo, Rotman
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Central Andes  Northern Chile  Spatial distribution  Climatology  Isotopic composition  Precipitation  Water resources generation  
Strong regulation of daily variations in nighttime surface urban heat islands by meteorological variables across global cities 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH LETTERS. 出版年: 2022, 卷号: 17, 期号: 1
作者:  She, Yihang;  Liu, Zihan;  Zhan, Wenfeng;  Lai, Jiameng;  Huang, Fan
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
surface urban heat island  land surface temperature  thermal remote sensing  MODIS  Google Earth Engine  meteorological variable  
High-Resolution Monitoring and Assessment of Evapotranspiration and Gross Primary Production Using Remote Sensing in a Typical Arid Region 期刊论文
发表期刊: LAND. 出版年: 2021, 卷号: 10, 期号: 4
作者:  Yan, Junxia;  Ma, Yanfei;  Zhang, Dongyun;  Li, Zechen;  Zhang, Weike;  Wu, Zhenhua;  Wang, Hui;  Wen, Lihua
收藏  |  浏览/下载：31/0  |  提交时间：2021/07/30
evapotranspiration (ET)  gross primary productivity (GPP)  cropland WUE  remote sensing model  irrigation water management  data fusion  agriculture monitoring  arid region  
Modelling lake water's surface changes using environmental and remote sensing data: A case study of lake urmia 期刊论文
发表期刊: REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT. 出版年: 2021, 卷号: 23
作者:  Emami, Hassan;  Zarei, Arastou
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/19
Lake urmia  Water modeling  Water feature index  Landsat  Remote sensing  Semi-arid area  
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：32/0  |  提交时间：2021/07/30
PM2.5  Aerosol optical depth (AOD)  Visibility  High resolution  Exposure  
Exploring the linkage between dew point temperature and precipitation extremes: A multi-time-scale analysis on a semi-arid Mediterranean region 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2021, 卷号: 254
作者:  Pumo, Dario;  Noto, Leonardo V.
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Extreme precipitation  Dew point temperature  Scaling  Quantile regression  Clausius-Clapeyron  Semi-arid region  
Uncertainty and Sensitivity Analysis of a Remote-Sensing-Based Penman-Monteith Model to Meteorological and Land Surface Input Variables 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 5
作者:  Majozi, Nobuhle P.;  Mannaerts, Chris M.;  Ramoelo, Abel;  Mathieu, Renaud;  Verhoef, Wouter
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/29
sensitivity analysis  uncertainty analysis  remote sensing  Penman–  Monteith  evapotranspiration  absolute uncertainty  relative uncertainty