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Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2022, 卷号: 12, 期号: 3
作者:  Fathizad, Hassan;  Taghizadeh-Mehrjardi, Ruhollah;  Ardakani, Mohammad Ali Hakimzadeh;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
random forest  machine learning  spatial distribution  variable importance analysis  vegetation index  temporal change  
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：26/0  |  提交时间：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
作者:  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
收藏  |  浏览/下载：37/0  |  提交时间：2021/03/08
Soil science  Pedometry  Random forest  Google earth engine  Uncertainty  
Investigating biophysical constraints and determining potential cultivation of Tecomella undulata using fuzzy logic model: a case study arid regions of Iran 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 21
作者:  Amiri, Iraj;  Sodaeizadeh, Hamid;  Arany, Asghar Mosleh;  Ardakani, Mohammad Ali Hakimzadeh;  Fathizad, Hassan
收藏  |  浏览/下载：28/0  |  提交时间：2021/11/19
Tecomella undulata  Fuzzy logic  ArcGIS  Zoning  Kerman province  
Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：36/0  |  提交时间：2020/05/22
Remote sensing  Land use  Groundwater  Modeling  Auxiliary data  Random forest model  
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：17/0  |  提交时间：2021/01/07
Land degradation  Digital soil mapping  Soil quality index  Random forest  Arid regions  
Evaluating desertification using remote sensing technique and object-oriented classification algorithm in the Iranian central desert 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2018, 卷号: 145, 页码: 115-130
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Mehrjardi, Ruhollah Taghizadeh;  Sodaiezadeh, Hamid
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/29
Land use  Detection of changes  Yazd-Ardakan plain  Object-oriented  Population growth  
Assessing desertification by using soil indices 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2017, 卷号: 10, 期号: 13
作者:  Khanamani, Ali;  Fathizad, Hassan;  Karimi, Haji;  Shojaei, Saeed
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
MEDALUS  GIS  Desertification  Soil  Isfahan  
The investigation of spatiotemporal variations of land surface temperature based, on land use changes using NDVI in southwest of Iran 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2017, 卷号: 134, 页码: 249-256
作者:  Fathizad, Hassan;  Tazeh, Mandi;  Kalantari, Saeideh;  Shojaei, Saeed
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Land surface temperature  Land use  Fuzzy ARTMAP neural network  NDVI  Southwest Iran  
Detection and prediction of land cover changes using Markov chain model in semi-arid rangeland in western Iran 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2015, 卷号: 187, 期号: 10
作者:  Fathizad, Hassan;  Rostami, Noredin;  Faramarzi, Marzban
Adobe PDF(4343Kb)  |  收藏  |  浏览/下载：30/18  |  提交时间：2019/11/29
Change detection  Satellite imagery  Land use  Deforestation  Degradation