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Spatial-temporal changes to GRACE-derived terrestrial water storage in response to climate change in arid Northwest China 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES. 出版年: 2022
作者:  Zhou, Qiming;  Huang, Junyi;  Hu, Zengyun;  Yin, Gang
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Gravity Recovery and Climate Experiment (GRACE)  terrestrial water storage (TWS)  arid zone  Xinjiang  climate change  
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  
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  
Recurrence plots for quantifying the vegetation indices dynamics in a semi-arid grassland 期刊论文
发表期刊: GEODERMA. 出版年: 2022, 卷号: 406
作者:  Almeida-Naunay, Andres F.;  Benito, Rosa M.;  Quemada, Miguel;  Losada, Juan C.;  Tarquis, Ana M.
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Recurrence plots  Cross-recurrence plots  Recurrence quantification analysis  Residual adjustment factor  Agro-climatic zones  
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  
Improving estimation of missing data in historical monthly precipitation by evolutionary methods in the semi-arid area 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Farzandi, Mahboobeh;  Sanaeinejad, Hossein;  Rezaei-Pazhan, Hojat;  Sarmad, Majid
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/19
Data assimilation  Precipitation of Iran  Missing data  Genetic algorithm  Ant colony  
Using deep learning for precipitation forecasting based on spatio-temporal information: a case study 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021
作者:  Li, Weide;  Gao, Xi;  Hao, Zihan;  Sun, Rong
收藏  |  浏览/下载：54/0  |  提交时间：2021/11/19
Precipitation forecasting  Spatio-temporal information  Deep learning  Feature extraction  Semi-arid area  
Estimating ground-level PM2.5 concentrations by developing and optimizing machine learning and statistical models using 3 km MODIS AODs: case study of Tehran, Iran 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING. 出版年: 2021, 卷号: 19, 期号: 1, 页码: 1-21
作者:  Sotoudeheian, Saeed;  Arhami, Mohammad
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Prediction model  MODIS  Aerosol optical depth  PM2  5  Meteorological variables  
Climate-driven abrupt changes in plant communities of desert and semi-desert region 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 146, 期号: 1-2, 页码: 331-348
作者:  Bagheri, Reza;  Fordoei, Abolfazl Ranjbar;  Mousavi, Hojat;  Tahmasebi, Pejman
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Abrupt change  EVI  MODIS  NDVI  Vegetation indices  
Multivariate-drought indices-case studies with observations and outputs of NCAR CCSM-4 ensemble models 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 146, 期号: 1-2, 页码: 257-275
作者:  Tatli, Hasan
收藏  |  浏览/下载：0/0  |  提交时间：2021/11/19