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Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Tree-based algorithms for spatial modeling of soil particle distribution in arid and semi-arid region 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 3
作者:  Abakay, Osman;  Kilic, Mirac;  Gunal, Hikmet;  Kilic, Orhan Mete
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Digital soil mapping  Sand  Clay  Silt  Remote sensing  Particle size distribution  Model  Data mining  
A Vegetation-Temperature-Radiation-Composite Method for Downscaling Soil Moisture 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2024, 卷号: 21
作者:  Kong, Xuechun;  Meng, Xiangjin;  Guluzade, Rufat;  Hu, Penghua;  Yang, Yingbao
收藏  |  浏览/下载：38/0  |  提交时间：2024/10/04
Vegetation mapping  Spatial resolution  Microwave theory and techniques  Meteorology  Land surface  Indexes  Optical sensors  Downscaling  ERA5  radiation information  soil moisture (SM)  vegetation cover  
Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish background levels 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Keshavarzi, Ali;  Hussein, Abdullahi M.;  Al-Farraj, Abdullah S.;  Brevik, Eric C.
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Digital soil mapping  Environmental covariates  Geogenic origin  Harmful metals  Multivariate statistical analysis  
Estimating soil organic carbon content of multiple soil horizons in the middle and upper reaches of the Heihe River Basin 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Wei, Lifei;  Tian, Shuang;  Lu, Qikai;  Zhong, Yanfei;  Zheng, Yongqi;  Lu, Yujie;  Xiao, Zhiwei
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Soil organic carbon  Soil horizon  Digital soil mapping  Machine learning  Heihe River Basin  
Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 2
作者:  Ismaili, Maryem;  Krimissa, Samira;  Namous, Mustapha;  Abdelrahman, Kamal;  Boudhar, Abdelghani;  Edahbi, Mohamed;  Lebrini, Youssef;  Htitiou, Abdelaziz;  Maimouni, Soufiane;  Benabdelouhab, Tarik
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Precision agriculture  Soil mapping  Multi -criteria analysis (MCAD)  Large integral (LINTG)  NDVI  
Blue and green water availability under climate change in arid and semi-arid regions 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2024, 卷号: 82
作者:  Ershadfath, Farnaz;  Shahnazari, Ali;  Sarjaz, Mahmoud Raeini;  Andaryani, Soghra;  Trolle, Dennis;  Olesen, Jorgen Eivind
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Bias correction  Climate change  CMIP6  Distribution mapping  Iran  Soil and Water Assessment Tool (SWAT)  
A comparative analysis to forecast salinity and sodicity distributions using empirical Bayesian and disjunctive kriging in irrigated soils of the Jordan valley 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2024, 卷号: 83, 期号: 8
作者:  Gharaibeh, Mamoun A.;  Albalasmeh, Ammar A.;  Moos, Nicolai;  Mohawesh, Osama;  Pratt, Chris;  El Hanandeh, Ali
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Soil mapping  Interpolation techniques  Arid region  Prediction accuracy  
Precision Turfgrass Irrigation: Capturing Spatial Soil Moisture Patterns with ECa and Drone Data 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2024, 卷号: 14, 期号: 6
作者:  Kerry, Ruth;  Ingram, Ben;  Sanders, Kirsten;  Henrie, Abigail;  Hammond, Keegan;  Hawks, Dave;  Hansen, Neil;  Jensen, Ryan;  Hopkins, Bryan
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
soil mapping  management zones  variable rate irrigation (VRI)  sensed data  
Prediction of soil organic matter using Landsat 8 data and machine learning algorithms in typical karst cropland in China 期刊论文
发表期刊: EUROPEAN JOURNAL OF AGRONOMY. 出版年: 2024, 卷号: 160
作者:  Chang, Naijie;  Chen, Di
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Digital soil mapping  Soil organic matter  Machine learning  Landsat 8  Karst cropland