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Model averaging of machine learning algorithms for digital soil mapping: A minimum variance framework 期刊论文
发表期刊: GEODERMA. 出版年: 2023, 卷号: 437
作者:  Bogaert, Patrick;  Taghizadeh-Mehrjardi, Ruhollah;  Hamzehpour, Nikou
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Best linear predictor  BLUP  Data fusion  Soil mapping  Urmia Lake  
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：38/0  |  提交时间：2021/11/29
Air quality  Deep neural network  Dust events  Middle East  Remote sensing  Shapley values  
Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 118
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Heung, Brandon;  Sodaiezadeh, Hamid;  Rahmani, Asghar;  Fathabadi, Abolhasan;  Scholten, Thomas;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：16/0  |  提交时间：2021/01/07
Land degradation  Digital soil mapping  Soil quality index  Random forest  Arid regions