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Forecasting vegetation condition with a Bayesian auto-regressive distributed lags (BARDL) model 期刊论文
发表期刊: NATURAL HAZARDS AND EARTH SYSTEM SCIENCES. 出版年: 2022, 卷号: 22, 期号: 8, 页码: 2703-2723
作者:  Salakpi, Edward E.;  Hurley, Peter D.;  Muthoka, James M.;  Barrett, Adam B.;  Bowell, Andrew;  Oliver, Seb;  Rowhani, Pedram
收藏  |  浏览/下载:11/0  |  提交时间:2024/09/20
A dynamic hierarchical Bayesian approach for forecasting vegetation condition 期刊论文
发表期刊: NATURAL HAZARDS AND EARTH SYSTEM SCIENCES. 出版年: 2022, 卷号: 22, 期号: 8, 页码: 2725-2749
作者:  Salakpi, Edward E.;  Hurley, Peter D.;  Muthoka, James M.;  Bowell, Andrew;  Oliver, Seb;  Rowhani, Pedram
收藏  |  浏览/下载:10/0  |  提交时间:2024/09/20
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
收藏  |  浏览/下载:16/0  |  提交时间:2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
Validating commonly used drought indicators in Kenya 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH LETTERS. 出版年: 2021, 卷号: 16, 期号: 8
作者:  Bowell, Andrew;  Salakpi, Edward E.;  Guigma, Kiswendsida;  Muthoka, James M.;  Mwangi, John;  Rowhani, Pedram
收藏  |  浏览/下载:35/0  |  提交时间:2021/11/19
NDVI  VCI  Earth Observation  Food Security  Early Warning Systems  
Global interannual variability in terrestrial ecosystems: sources and spatial distribution using MODIS-derived vegetation indices, social and biophysical factors 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2011, 卷号: 32, 期号: 19, 页码: 5393-5411
作者:  Rowhani, Pedram;  Linderman, Marc;  Lambin, Eric F.
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/29