Arid

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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  
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:54/0  |  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  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载:40/0  |  提交时间:2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
The ecohydrological impact of water resource developments through inundation regime analysis of a large semi-arid floodplain 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2021, 卷号: 596
作者:  Karimi, S. Shaeri;  Saintilan, N.;  Wen, L.;  Valavi, R.;  Cox, J.
收藏  |  浏览/下载:45/0  |  提交时间:2021/07/30
Overbank flow  Water development scenarios  Predictive inundation mapping  Waterbird  Vegetation  Grazing  
Predictive mapping of plant diversity in an arid mountain environment (Gebel Elba, Egypt) 期刊论文
发表期刊: APPLIED VEGETATION SCIENCE. 出版年: 2021, 卷号: 24, 期号: 2
作者:  Abutaha, Maged M.;  El-Khouly, Ahmed A.;  Jurgens, Norbert;  Oldeland, Jens
收藏  |  浏览/下载:47/0  |  提交时间:2021/07/30
Acacia  alpha diversity  beta diversity  floristic gradient  Gebel Elba National Park  predictive mapping  protected area  remote sensing  satellite imagery  woodland  
Soil organic carbon fractions in the Great Plains of the United States: an application of mid-infrared spectroscopy 期刊论文
发表期刊: BIOGEOCHEMISTRY. 出版年: 2021
作者:  Sanderman, Jonathan;  Baldock, Jeffrey A.;  Dangal, Shree R. S.;  Ludwig, Sarah;  Potter, Stefano;  Rivard, Charlotte;  Savage, Kathleen
收藏  |  浏览/下载:31/0  |  提交时间:2021/07/30
Particulate carbon  Pyrogenic carbon  Mineral stabilization  Chemometrics  Carbon cycling  Predictive soil mapping  
Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Wang, Nan;  Xue, Jie;  Peng, Jie;  Biswas, Asim;  He, Yong;  Shi, Zhou
收藏  |  浏览/下载:21/0  |  提交时间:2021/07/30
soil salinity  remote sensing  machine learning  predictive mapping  
Monitoring and predictive mapping of floristic biodiversity along a climatic gradient in ENSO's terrestrial core region, NW Peru 期刊论文
发表期刊: ECOGRAPHY. 出版年: 2020, 卷号: 43, 期号: 12, 页码: 1878-1890
作者:  Muenchow, Jannes;  Dieker, Petra;  Boettcher, Thea;  Brock, Jonas;  Didenko, Gregor;  Fremout, Tobias;  Jakubka, Desiree;  Jentsch, Anke;  Nuest, Daniel;  Richter, Michael;  Rodriguez, Eric Frank;  Rodriguez, Rodolfo Arismendiz;  Rollenbeck, Ruetger;  Salazar Zarsosa, Pablo;  Schratz, Patrick;  Brenning, Alexander
收藏  |  浏览/下载:15/0  |  提交时间:2021/01/07
ecosystem diversity  irrigation-fertilization experiment  ordination  Peru  predictive mapping  productivity  statistical learning  tropical dry forest  
Multi-algorithm comparison for predicting soil salinity 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Wang, Fei;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli
收藏  |  浏览/下载:47/0  |  提交时间:2020/05/22
Soil salinization  Predictive mapping  Environmental covariates  Algorithms  Random forest  
Regional Distribution of Salt-Rich Dust Across Southwest Asia Based on Predictive Soil-Geomorphic Mapping Techniques 会议论文
会议名称: 9th International Conference on Military Geosciences (ICMG). 会议地点: Las Vegas, NV. 会议日期: JUN 20-24, 2011
作者:  Bacon, Steven N.;  McDonald, Eric V.
收藏  |  浏览/下载:16/0  |  提交时间:2019/12/09
Landforms  Dust  Soluble salt  Predictive mapping  Southwest Asia