中文版 | English

在结果中检索

Arid

浏览/检索结果: 共15条，第1-10条 帮助

已选(0)清除 条数/页：   排序方式：
Digital soil mapping for soil types using machine learning approaches at the landscape scale in the arid regions of Iran 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2024, 卷号: 74, 期号: 1, 页码: 1-16
作者:  Manteghi, Shaho;  Moravej, Kamran;  Mousavi, Seyed Roohollah;  Delavar, Mohammad Amir;  Mastinu, Andrea
收藏  |  浏览/下载：46/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
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  
Cause-effect relationships using structural equation modeling for soil properties in arid and semi-arid regions 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 232
作者:  Mousavi, Seyed Roohollah;  Sarmadian, Fereydoon;  Angelini, Marcos Esteban;  Bogaert, Patrick;  Omid, Mahmoud
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Multivariate analysis  Modification method  Soil system  Environmental covariates  Conceptual model  
Mapping clay mineral types using easily accessible data and machine learning techniques in a scarce data region: A case study in a semi-arid area in Iran 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 223
作者:  Shahrokh, Vajihe;  Khademi, Hossein;  Zeraatpisheh, Mojtaba
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Spatial modeling  Uncertainty  Environmental covariates  Palygorskite  Illite  Kaolinite  
Spatial prediction and uncertainty estimation of crucial GlobalSoilMap properties - A contextual study in the semi-arid area of western Iran 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2023, 卷号: 35
作者:  Lotfollahi, Leila;  Delavar, Mohammad Amir;  Biswas, Asim;  Jamshidi, Mohammad;  Fatehi, Shahrokh;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Environmental covariates  Machine learning  Random Forest  Spatial variability  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Assessing Machine Learning-Based Prediction under Different Agricultural Practices for Digital Mapping of Soil Organic Carbon and Available Phosphorus 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Kaya, Fuat;  Keshavarzi, Ali;  Francaviglia, Rosa;  Kaplan, Gordana;  Basayigit, Levent;  Dedeoglu, Mert
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/20
digital soil mapping  landsat 8 OLI  sentinel 2A MSI  soil organic carbon  phosphorus  environmental covariates  machine learning  hybrid techniques  land use  arid regions  
Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2022, 卷号: 37, 期号: 27, 页码: 18172-18195
作者:  Shahabi, Aram;  Nabiollahi, Kamal;  Davari, Masoud;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Sentinel  hyperspectral  machine learning  environmental covariates  clay content  electric conductivity  calcium carbonate semi-arid region  Iran  Kurdistan  
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  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：56/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning