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Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
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：15/0  |  提交时间：2021/03/08
Soil science  Pedometry  Random forest  Google earth engine  Uncertainty  
Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 112
作者:  Gorji, Taha;  Yildirim, Aylin;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Soil salinity  Electrical conductivity data  Landsat-8 OLI  Sentinel-2A  Urmia basin  Soil salinity indices  
The wind erodibility in the newly emerged surfaces of Urmia Playa Lake and adjacent agricultural lands and its determining factors 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 194
作者:  Motaghi, Fereshteh Alizadeh;  Hamzehpour, Nikou;  Abasiyan, Sara Mola Ali;  Rahmati, Mehdi
收藏  |  浏览/下载：9/0  |  提交时间：2021/01/07
Clay flat  Erodible fraction  Mineralogy  Salt crust  
Characterizing the spatial variability of soil salinity in Lake Urmia Basin by applying geo-statistical methods 会议论文
会议名称: 8th International Conference on Agro-Geoinformatics (Agro-Geoinformatics). 会议地点: Istanbul, TURKEY. 会议日期: JUL 16-19, 2019
作者:  Gorji, Taha;  Yildirim, Aylin;  Hamzehpour, Nikou;  Sertel, Elif;  Tanik, Aysegul
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/30
Soil Salinity  Co-kriging  Remote Sensing  Salinity Indices  Sentinel 2-A  Urmia Lake Basin