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Integrating proximal soil sensing data and environmental variables to enhance the prediction accuracy for soil salinity and sodicity in a region of Xinjiang Province, China 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2024, 卷号: 364
作者:  Zhao, Shuai;  Ayoubi, Shamsollah;  Mousavi, Seyed Roohollah;  Mireei, Seyed Ahmad;  Shahpouri, Faezeh;  Wu, Shi-xin;  Chen, Chun-bo;  Zhao, Zhen-yong;  Tian, Chang-yan
收藏  |  浏览/下载：49/0  |  提交时间：2024/10/04
Machine learning models  Salinity and sodicity maps  Digital soil mapping  Arid region  
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：56/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
Self-organizing map of soil properties in the context of hydrological modeling 期刊论文
发表期刊: APPLIED MATHEMATICAL MODELLING. 出版年: 2020, 卷号: 88, 页码: 175-189
作者:  Rivas-Tabares, David;  Miguel, Angel de;  Willaarts, Barbara;  Tarquis, Ana M.
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
Soil properties  Self-organizing Maps  Hydrological modeling  SWAT  Soils spatial patterns  SOM  
ERANET-MED OPTIMED-WATER PROJECT: RESULTS ON SOIL MOISTURE MAPS OF SEMI-ARID ENVIRONMENT BY USING OPTICAL/MICROWAVE SATELLITE DATA 会议论文
会议名称: Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS). 会议地点: Tunis, TUNISIA. 会议日期: MAR 09-11, 2020
作者:  Paloscia, S.;  Fontanelli, G.;  Pettinato, S.;  Santi, E.;  Ramat, G.;  DaPonte, Emmanuel;  Abdel-Wahab, M. M.;  Essa, Y. H.;  Khalil, A. A.;  Ouessar, M.;  Dhaou, H.;  Kassouk, Z.;  Chabaane, Z. L.
收藏  |  浏览/下载：30/0  |  提交时间：2021/08/05
soil moisture maps  optical sensors  SAR  artificial neural networks  
Application of kriging techniques for assessing the salinity of irrigated soils: the case of El Ghrous perimeter, Biskra, Algeria 期刊论文
发表期刊: SPANISH JOURNAL OF SOIL SCIENCE. 出版年: 2019, 卷号: 9, 期号: 2, 页码: 105-124
作者:  Abdennour, M. A.;  Douaoui, A.;  Bradai, A.;  Bennacer, A.;  Fernandez M, Pulido
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/08
Electrical conductivity  geostatistic  soil maps  arid zone  
S-World: A Global Soil Map for Environmental Modelling 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2017, 卷号: 28, 期号: 1, 页码: 22-33
作者:  Stoorvogel, Jetse J.;  Bakkenes, Michel;  Temme, Arnaud J. A. M.;  Batjes, Niels H.;  ten Brink, Ben J. E.
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
GlobalSoilMap  digital soil mapping  Rwanda  soil property maps  
Salinity evolution in irrigated soils in the Lower Tunuyan River basin (Mendoza - Argentina) 期刊论文
发表期刊: REVISTA DE LA FACULTAD DE CIENCIAS AGRARIAS. 出版年: 2017, 卷号: 49, 期号: 1, 页码: 79-93
作者:  Tozzi, Fabian;  Mariani, Adriana;  Vallone, Rosana;  Morabito, Jose
收藏  |  浏览/下载：28/0  |  提交时间：2019/11/29
soil iso-salinity maps  soil-salinity dynamics  
Soil polygon disaggregation through similarity-based prediction with legacy pedons 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 760-772
作者:  Liu Feng;  Geng Xiaoyuan;  Zhu A-xing;  Fraser, Walter;  Song Xiaodong;  Zhang Ganlin
Adobe PDF(1017Kb)  |  收藏  |  浏览/下载：38/15  |  提交时间：2019/11/29
legacy pedon data  similarity-based prediction  spatial disaggregation  conventional soil maps  
Islands of biogeodiversity in arid lands on a polygons map study: Detecting scale invariance patterns from natural resources maps 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2016, 卷号: 573, 页码: 1638-1647
作者:  Ibanez, J. J.;  Perez-Gomez, R.;  Brevik, Eric C.;  Cerda, A.
Adobe PDF(3330Kb)  |  收藏  |  浏览/下载：32/8  |  提交时间：2019/11/29
Soil maps  Vegetation maps  Spatial pattern analysis  Power laws  Scale invariance  Arid lands  Earth critical zone  
Soil polygon disaggregation through similarity-based prediction with legacy pedons 期刊论文
发表期刊: Journal of Arid Land. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 760-772
作者:  Liu Feng;  Geng Xiaoyuan;  Zhu A'xing;  Walter Fraser;  Song Xiaodong;  Zhang Ganlin
收藏  |  浏览/下载：37/0  |  提交时间：2021/01/08
legacy pedon data  similarity-based prediction  spatial disaggregation  conventional soil maps