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干旱区生态环境知识资源中心
Knowledge Resource Center for Ecological Environment in Arid Area
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Spatial variability of soil quality within management zones: Homogeneity and purity of delineated zones
期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 209
Creator:
Zeraatpisheh, Mojtaba
;
Bottega, Eduardo Leonel
;
Bakhshandeh, Esmaeil
;
Owliaie, Hamid Reza
;
Taghizadeh-Mehrjardi, Ruhollah
;
Kerry, Ruth
;
Scholten, Thomas
;
Xu, Ming
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View/Download:6/0
  |  
Submit date:2022/02/12
Soil properties
Random forest
Machine learning
Arid and semiarid regions
Statistical analysis
Geostatistics
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates
期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
Creator:
Zeraatpisheh, Mojtaba
;
Garosi, Younes
;
Owliaie, Hamid Reza
;
Ayoubi, Shamsollah
;
Taghizadeh-Mehrjardi, Ruhollah
;
Scholten, Thomas
;
Xu, Ming
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View/Download:6/0
  |  
Submit date:2021/11/19
Soil organic carbon
Spatial prediction
Environmental covariates
Time-series vegetation indices
Machine learning
Uncertainty
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
Creator:
Taghizadeh-Mehrjardi, Ruhollah
;
Fathizad, Hassan
;
Ali Hakimzadeh Ardakani, Mohammad
;
Sodaiezadeh, Hamid
;
Kerry, Ruth
;
Heung, Brandon
;
Scholten, Thomas
Favorite
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View/Download:1/0
  |  
Submit date:2021/07/30
digital soil mapping
machine learning
soil absorbable heavy metals
random forest
High resolution middle eastern soil attributes mapping via open data and cloud computing
期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 385
Creator:
Poppiel, Raul Roberto
;
Melo Dematte, Jose Alexandre
;
Rosin, Nicolas Augusto
;
Campos, Lucas Rabelo
;
Tayebi, Mahboobeh
;
Bonfatti, Benito Roberto
;
Ayoubi, Shamsollah
;
Tajik, Samaneh
;
Afshar, Farideh Abbaszadeh
;
Jafari, Azam
;
Hamzehpour, Nikou
;
Taghizadeh-Mehrjardi, Ruhollah
;
Ostovari, Yaser
;
Asgari, Najmeh
;
Naimi, Salman
;
Nabiollahi, Kamal
;
Fathizad, Hassan
;
Zeraatpisheh, Mojtaba
;
Javaheri, Fatemeh
;
Doustaky, Maryam
;
Naderi, Mehdi
;
Dehghani, Somayeh
;
Atash, Saeedeh
;
Farshadirad, Akram
;
Mirzaee, Salman
;
Shahriari, Ali
;
Ghorbani, Maryam
;
Rahmati, Mehdi
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View/Download:7/0
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Submit date:2021/03/08
Soil science
Pedometry
Random forest
Google earth engine
Uncertainty
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
Creator:
Ebrahimi-Khusfi, Zohre
;
Taghizadeh-Mehrjardi, Ruhollah
;
Mirakbari, Maryam
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View/Download:0/0
  |  
Submit date:2021/07/30
Machine learning
Remote sensing data
Climatic parameters
Dust emissions
Dry lands
Iran
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
Creator:
Taghizadeh-Mehrjardi, Ruhollah
;
Schmidt, Karsten
;
Toomanian, Norair
;
Heung, Brandon
;
Behrens, Thorsten
;
Mosavi, Amirhosein
;
Band, Shahab S.
;
Amirian-Chakan, Alireza
;
Fathabadi, Aboalhasan
;
Scholten, Thomas
Favorite
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View/Download:8/0
  |  
Submit date:2021/01/07
Digital soil mapping
Machine learning
Soil salinity
Support vector regression
Wavelet transformation
Using environmental variables and Fourier Transform Infrared Spectroscopy to predict soil organic carbon
期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 202
Creator:
Goydaragh, Maryam Ghebleh
;
Taghizadeh-Mehrjardi, Ruhollah
;
Jafarzadeh, Ali Asghar
;
Triantafilis, John
;
Lado, Marcos
Favorite
  |  
View/Download:3/0
  |  
Submit date:2021/11/29
Aridisols
Digital soil mapping
Hybrid models
Machine-learning
Mid-IR spectral data
Dust-related impacts of mining operations on rangeland vegetation and soil: a case study in Yazd province, Iran
期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 14
Creator:
IbrahimPour, Shahab
;
KhavaninZadeh, Ali Reza
;
Taghizadeh-Mehrjardi, Ruhollah
;
De Boeck, Hans J.
;
Gul, Alvina
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View/Download:0/0
  |  
Submit date:2021/11/19
Ecological indicators
Seed quality
Land degradation
Range lands
Mining operations
Soil microbial respiration
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
Creator:
Morsy, Mona
;
Taghizadeh-Mehrjardi, Ruhollah
;
Michaelides, Silas
;
Scholten, Thomas
;
Dietrich, Peter
;
Schmidt, Karsten
Favorite
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View/Download:0/0
  |  
Submit date: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
Creator:
Ebrahimi-Khusfi, Zohre
;
Taghizadeh-Mehrjardi, Ruhollah
;
Roustaei, Fatemeh
;
Ebrahimi-Khusfi, Mohsen
;
Mosavi, Amir Hosein
;
Heung, Brandon
;
Soleimani-Sardo, Mojtaba
;
Scholten, Thomas
Favorite
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View/Download:0/0
  |  
Submit date:2021/11/29
Air quality
Deep neural network
Dust events
Middle East
Remote sensing
Shapley values