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Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：30/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2021, 卷号: 50
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Golzari, Shahram;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Wind erosion  Land susceptibility  Convergent prediction  Taylor diagram  Recurrent neural network  Iran  
Predicting land susceptibility to atmospheric dust emissions in central Iran by combining integrated data mining and a regional climate model 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 4, 页码: 172-187
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Rahimi, Setareh;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/19
Dust emissions  Land-susceptibility factors  Data mining models  Land susceptibility mapping  Iran  
Integrated modelling for mapping spatial sources of dust in central Asia-An important dust source in the global atmospheric system 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 9
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Malakooti, Hossein;  Esmaeilpour, Yahya;  Golzari, Shahram;  Mohammadi, Fariborz;  Li, Yue;  Song, Yougui;  Kaskaoutis, Dimitris G.;  Fitzsimmons, Kathryn Elizabeth;  Collins, Adrian L.
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Dust spatial mapping  Effective factors  Deep learning  Hybrid copula-gcForest model  Gaussian copula model  Model sensitivity  Central asia  
Predicting of dust storm source by combining remote sensing,statistic-based predictive models and game theory in the Sistan watershed,southwestern Asia 期刊论文
发表期刊: Journal of Arid Land. 出版年: 2021, 卷号: 13, 期号: 11, 页码: 1103-1121
作者:  Boroughani Mahdi;  Pourhashemi Sima;  Gholami Hamid;  Kaskaoutis Dimitris G
收藏  |  浏览/下载：7/0  |  提交时间：2022/03/18
potential dust source  remote sensing  frequency ratio  weight of evidence  dust emission  
Spatio-temporal distribution of Quaternary loess across Central Asia 期刊论文
发表期刊: PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY. 出版年: 2021, 卷号: 567
作者:  Song, Yougui;  Li, Yue;  Cheng, Liangqing;  Zong, Xiulan;  Kang, Shugang;  Ghafarpour, Amin;  Li, Xinzhou;  Sun, Huanyu;  Fu, Xiaofen;  Dong, Jibao;  Mamadjanov, Yunus;  Orozbaev, Rustam;  Shukurov, Nosir;  Gholami, Hamid;  Shukurov, Shukhrat;  Xie, Mengping
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/29
Geochronology  Palaeomagnetism  Luminescence dating  AMS C-14  Dust activities  Regional differentiation  Tianshan Mountains  
Desertification of Iran in the early twenty-first century: assessment using climate and vegetation indices 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Dameneh, Hadi Eskandari;  Gholami, Hamid;  Telfer, Matt W.;  Comino, Jesus Rodrigo;  Collins, Adrian L.;  Jansen, John D.
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/19
Predicting of dust storm source by combining remote sensing, statistic-based predictive models and game theory in the Sistan watershed, southwestern Asia 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2021, 卷号: 13, 期号: 11, 页码: 1103-1121
作者:  Boroughani, Mahdi;  Pourhashemi, Sima;  Gholami, Hamid;  Kaskaoutis, Dimitris G.
收藏  |  浏览/下载：4/0  |  提交时间：2022/02/12
potential dust source  remote sensing  frequency ratio  weight of evidence  dust emission  
Spatial mapping of the provenance of storm dust: Application of data mining and ensemble modelling 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2020, 卷号: 233
作者:  Gholami, Hamid;  Mohamadifar, Aliakbar;  Collins, Adrian L.
收藏  |  浏览/下载：14/0  |  提交时间：2020/05/22
Dust provenance  Spatial modelling  Data mining algorithms  Multicollinearity  Receiver operating characteristic  Ensemble modelling  R software  
LIDAR MEASUREMNT ON DUST TRANSPORT FROM THE SAHARAN DESERT TO THE IRAN PLATEAU 会议论文
会议名称: 29th International Laser Radar Conference (ILRC). 会议地点: Hefei, PEOPLES R CHINA. 会议日期: JUN 24-28, 2019
作者:  Panahifar, Hossein;  Moradhaseli, Ruhollah;  Bourzoie, Hadi;  Gholami, Mahdi;  Khalesifard, Hamid Reza
收藏  |  浏览/下载：2/0  |  提交时间：2021/08/05