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Spatio-Temporal Analysis of Heavy Metals in Arid Soils at the Catchment Scale Using Digital Soil Assessment and a Random Forest Model 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 9
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Fathizad, Hassan;  Ali Hakimzadeh Ardakani, Mohammad;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
digital soil mapping  machine learning  soil absorbable heavy metals  random forest  
Comparative Analysis of TMPA and IMERG Precipitation Datasets in the Arid Environment of El-Qaa Plain, Sinai 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Morsy, Mona;  Scholten, Thomas;  Michaelides, Silas;  Borg, Erik;  Sherief, Youssef;  Dietrich, Peter
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
precipitation  TRMM  GPM  stressed aquifers  arid areas  Sinai  
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models 期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 383
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Toomanian, Norair;  Heung, Brandon;  Behrens, Thorsten;  Mosavi, Amirhosein;  Band, Shahab S.;  Amirian-Chakan, Alireza;  Fathabadi, Aboalhasan;  Scholten, Thomas
收藏  |  浏览/下载：19/0  |  提交时间：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
Optimization of Rain Gauge Networks for Arid Regions Based on Remote Sensing Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 21
作者:  Morsy, Mona;  Taghizadeh-Mehrjardi, Ruhollah;  Michaelides, Silas;  Scholten, Thomas;  Dietrich, Peter;  Schmidt, Karsten
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
rain gauge  arid region  GPM  IMERG  Empirical Cumulative Distribution Function  Sinai  
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