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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：23/0  |  提交时间：2024/10/04
Machine learning models  Salinity and sodicity maps  Digital soil mapping  Arid region  
Landscape-scale mapping of soil salinity with multi-height electromagnetic induction and quasi-3d inversion in Saharan Oasis, Tunisia 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 284
作者:  Farzamian, Mohammad;  Bouksila, Fethi;  Paz, Ana Marta;  Santos, Fernando Monteiro;  Zemni, Nessrine;  Slama, Fairouz;  Ben Slimane, Abir;  Selim, Tarek;  Triantafilis, John
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Electromagnetic induction  Tunisian Oasis  Multi-heightsECa measurements  Quasi-3d inversion  3d soil salinity mapping  
Assessment and Mapping of Soil Salinity Using the EM38 and EM38MK2 Sensors: A Focus on the Modeling Approaches 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 10
作者:  Petsetidi, Panagiota Antonia;  Kargas, George
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
soil salinity  assessment  EM38  EM38MK2  ECe  models  remote sensing  monitoring  mapping  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：55/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Internet of things (IoT) assisted soil salinity mapping at irrigation schema level 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2022, 卷号: 12, 期号: 5
作者:  Bashir, Rab Nawaz;  Bajwa, Imran Sarwar;  Abbas, Muhammad Zahid;  Rehman, Amjad;  Saba, Tanzila;  Bahaj, Saeed Ali;  Kolivand, Hoshang
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
IoT  Soil salinity  Salinity mapping  Electric conductivity (EC)  pH  Total dissolved salts (TDS)  Water management  Water resources  Economic resources  
Ensemble HYDRUS-2D modeling to improve apparent electrical conductivity sensing of soil salinity under drip irrigation 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 272
作者:  Bughici, Theodor;  Skaggs, Todd H.;  Corwin, Dennis L.;  Scudiero, Elia
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/20
Proximal sensor  Electromagnetic induction  Apparent soil electrical conductivity  Soil salinity mapping  Micro-irrigation  
Predictive Mapping of Electrical Conductivity and Assessment of Soil Salinity in a Western Turkiye Alluvial Plain 期刊论文
发表期刊: LAND. 出版年: 2022, 卷号: 11, 期号: 12
作者:  Kaya, Fuat;  Schillaci, Calogero;  Keshavarzi, Ali;  Basayigit, Levent
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
soil salinization  digital soil mapping  CORINE  human-induced salinization  irrigation-associated salinity  agricultural regions  sentinel 2 MSI  environmental covariates  remote sensing  Mediterranean region  
Remote Sensing Monitoring of Soil Salinization Based on SI-Brightness Feature Space and Drivers Analysis: A Case Study of Surface Mining Areas in Semi-Arid Steppe 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 110137-110148
作者:  Wu, Zhenhua;  Yan, Qingwu;  Zhang, Shutao;  Lei, Shaogang;  Lu, Qingqing;  Hua, Xia
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Soil  Remote sensing  Monitoring  Surface topography  Indexes  Vegetation mapping  Salinity (geophysical)  SI-Brightness feature space  semi-arid steppe  soil salinization  remote sensing monitoring  drivers analysis  
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：39/0  |  提交时间：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
Characterizing soil salinity at multiple depth using electromagnetic induction and remote sensing data with random forests: A case study in Tarim River Basin of southern Xinjiang, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 754
作者:  Wang, Fei;  Yang, Shengtian;  Wei, Yang;  Shi, Qian;  Ding, Jianli
收藏  |  浏览/下载：61/0  |  提交时间：2021/01/07
Soil salinity  Electromagnetic induction (EMI)  Digital soil mapping  Random forest  Harmonized World Soil Database  Tarim River Basin