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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：53/0  |  提交时间：2024/10/04
Alluvial landform  Arid landscape  Boosted regression tree  Environmental covariates  Random forest  
Mapping Coniferous Forest Distribution in a Semi-Arid Area Based on Multi-Classifier Fusion and Google Earth Engine Combining Gaofen-1 and Sentinel-1 Data: A Case Study in Northwestern Liaoning, China 期刊论文
发表期刊: FORESTS. 出版年: 2024, 卷号: 15, 期号: 2
作者:  Liu, Lizhi;  Zhang, Qiuliang;  Guo, Ying;  Li, Yu;  Wang, Bing;  Chen, Erxue;  Li, Zengyuan;  Hao, Shuai
收藏  |  浏览/下载：54/0  |  提交时间：2024/10/04
coniferous forests  semi-arid  multi-classifier fusion  Gaofen-1  Sentinel-1  Google Earth Engine  
Effect of Biochar Application on the Improvement of Soil Properties and Buckwheat (Fagopyrum esculentum Moench) Yield on Two Contrasting Soil Types in a Semi-Arid Region of Inner Mongolia 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2024, 卷号: 14, 期号: 6
作者:  Zhou, Lei;  Chu, Junqi;  Zhang, Yufen;  Wang, Qi;  Ye, Yingjie;  Zhao, Baoping
收藏  |  浏览/下载：55/0  |  提交时间：2024/10/04
biochar  buckwheat yield  soil quality  soil texture  
Desert oasis vegetation information extraction by PLANET and unmanned aerial vehicle image fusion 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Guo, Yuchuan;  Wang, Ning;  Wei, Xuan;  Zhou, Mingtong;  Wang, Huijing;  Bai, Yunbao
收藏  |  浏览/下载：34/0  |  提交时间：2024/10/04
Oasis sparse vegetation  PLANET satellite remote sensing  UAV remote sensing  Image fusion  Machine learning dichotomous classification  
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：34/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Assessing the impact of anthropogenic activities on land use and land cover changes in the semi-arid and arid regions of Algeria 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 4
作者:  Mohammed, Ghefar;  Boutkhil, Morsli;  Ayoub, Bouazzaoui
收藏  |  浏览/下载：39/0  |  提交时间：2024/10/04
LULC  Change detection  Anthropogenic  Landsat  Machine learning algorithm  
Monitoring and forecasting desertification and land degradation using remote sensing and machine learning techniques in Sistan plain, Iran 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2024, 卷号: 218
作者:  Hashemi, Zohreh;  Sodaeizadeh, Hamid;  Mokhtari, Mohammad Hossien;  Ardakani, Mohammad Ali Hakimzadeh;  Aliabadi, Kazem Kamali
收藏  |  浏览/下载：63/0  |  提交时间：2024/10/04
Desertification  Remote sensing  Machine learning  Sistan plain  
Mapping the Soil Salinity Distribution and Analyzing Its Spatial and Temporal Changes in Bachu County, Xinjiang, Based on Google Earth Engine and Machine Learning 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 4
作者:  Zhang, Yue;  Wu, Hongqi;  Kang, Yiliang;  Fan, Yanmin;  Wang, Shuaishuai;  Liu, Zhuo;  He, Feifan
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Google Earth Engine  soil salinization  vertical soil salinity  machine learning  spatial and temporal variability  
On reliability enhancement of solar PV arrays using hybrid SVR for soiling based on WT and EMD methods 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 6
作者:  Redekar, Abhijeet;  Dhiman, Harsh S.;  Deb, Dipankar;  Muyeen, S. M.
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
Soiling forecasting  Wavelet transform  Support vector regression  Empirical mode decomposition  
Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria) 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 3
作者:  Achite, Mohammed;  Tsangaratos, Paraskevas;  Pellicone, Gaetano;  Mohammadi, Babak;  Caloiero, Tommaso
收藏  |  浏览/下载：44/0  |  提交时间：2024/10/04
Algeria  Deterministic techniques  Geostatistical analysis  Machine learning  Rainfall  Spatial interpolation