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Integrating multiple electromagnetic data to map spatiotemporal variability of soil salinity in Kairouan region, Central Tunisia 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2022
作者:  Zarai, Besma;  Walter, Christian;  Michot, Didier;  Montoroi, Jean P.;  Hachicha, Mohamed
收藏  |  浏览/下载：58/0  |  提交时间：2022/03/17
electrical conductivity  soil salinity  saturated paste extract  apparent electrical conductivity  multiple linear regression  Tunisia  
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：27/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
ENVIRONMENT SENSITIVITY MAPS OF LAND DEGRADATION AND DESRTIFICATION USING MEDULAS MODEL AND REMOTE SENSING IN SHIRQAT CITY/IRAQ 期刊论文
发表期刊: IRAQI JOURNAL OF AGRICULTURAL SCIENCES. 出版年: 2021, 卷号: 52, 期号: 3, 页码: 697-711
作者:  Khalaf, A. A.;  Hussien, A. S.
收藏  |  浏览/下载：10/0  |  提交时间：2021/08/05
Remote sensing  MEDULAS project  NDVI  Desertification  LAI  
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  
Spatial and Temporal Changes of Groundwater Storage in the Quaternary Aquifer, UAE 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 6
作者:  Sherif, Mohsen;  Sefelnasr, Ahmed;  Ebraheem, Abdel Azim;  Al Mulla, Mohamed;  Alzaabi, Mohamed;  Alghafli, Khaled
收藏  |  浏览/下载：7/0  |  提交时间：2021/07/30
groundwater storage  groundwater recharge  managed aquifer recharge  water budget model  UAE  
Land capability evaluation using NRCS agricultural land evaluation and site assessment (LESA) system in a semi-arid region of Iran 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2021, 卷号: 80, 期号: 4
作者:  Esmaeili, Ensieh;  Shahbazi, Farzin;  Sarmadian, Fereydoon;  Jafarzadeh, Ali Asghar;  Hayati, Babollah
收藏  |  浏览/下载：17/0  |  提交时间：2021/07/30
Land capability  LESA system  Semi-arid  Thematic maps  GIS  
Water and soil environmental vulnerability of artificial oases in arid areas and its temporal and spatial differentiation and evolution 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 6, 页码: 2646-2664
作者:  Xu, Cundong;  Liu, Zijin;  Zhu, Xinglin;  Tian, Junjiao;  Gu, Fengyou;  Wang, Yan
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
cloud theory  Jingdian Irrigation District  remote sensing  vulnerability  water and soil environment  
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：18/0  |  提交时间：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
Soil Moisture and Salinity Inversion Based on New Remote Sensing Index and Neural Network at a Salina-Alkaline Wetland 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 19
作者:  Wang, Jie;  Wang, Weikun;  Hu, Yuehong;  Tian, Songni;  Liu, Dongwei
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
soil moisture and salinity  multispectral remote sensing  BP neural network  salina-alkaline wetland  Ebinur Lake Basin