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Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 134-147
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Mirakbari, Maryam
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Machine learning  Remote sensing data  Climatic parameters  Dust emissions  Dry lands  Iran  
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 132
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Roustaei, Fatemeh;  Ebrahimi-Khusfi, Mohsen;  Mosavi, Amir Hosein;  Heung, Brandon;  Soleimani-Sardo, Mojtaba;  Scholten, Thomas
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
Air quality  Deep neural network  Dust events  Middle East  Remote sensing  Shapley values  
Impacts of vegetation anomalies and agricultural drought on wind erosion over Iran from 2000 to 2018 期刊论文
发表期刊: APPLIED GEOGRAPHY. 出版年: 2020, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Mirakbari, Maryam;  Ebrahimi-Khusfi, Mohsen;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Normalized difference vegetation index  anomaly  Dust concentration anomaly  Mann-Kendall  Soil erosion  Trend analysis  
Accuracy, uncertainty, and interpretability assessments of ANFIS models to predict dust concentration in semi-arid regions 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH.
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Nafarzadegan, Ali Reza
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/07
Air pollution  ANFIS  Bat optimization algorithm  Interpretability  Machine learning  Uncertainty