Machine learning algorithms for merging satellite-based precipitation products and their application on meteorological drought monitoring over Kenya
Author:
Publisher
Springer Science and Business Media LLC
Subject
Atmospheric Science
Link
https://link.springer.com/content/pdf/10.1007/s00382-023-06893-6.pdf
Reference83 articles.
1. Ahmed K, Sachindra DA, Shahid S, Iqbal Z, Nawaz N, Khan N (2020) Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms. Atmos Rese 236:104806. https://doi.org/10.1016/j.atmosres.2019.104806
2. Akinci H (2022) Assessment of rainfall-induced landslide susceptibility in Artvin, Turkey using machine learning techniques. J Afr Earth Sci 191:104535. https://doi.org/10.1016/j.jafrearsci.2022.104535
3. Alizadeh MR, Nikoo MR (2018) A fusion-based methodology for meteorological drought estimation using remote sensing data. Remote Sens Environ 211:229–247. https://doi.org/10.1016/j.rse.2018.04.001
4. Ashouri H, Hsu KL, Sorooshian S, Braithwaite DK, Knapp KR, Cecil LD, Nelson BR, Prat OP (2015) PERSIANN-CDR: daily precipitation climate data record from multisatellite observations for hydrological and climate studies. Bull Am Meteorol Soc 96(1):197–210. https://doi.org/10.1175/BAMS-D-13-00068.1
5. Atiah WA, Amekudzi LK, Aryee JNA, Preko K, Danuor SK (2020) Validation of satellite and merged rainfall data over Ghana, West Africa. Atmosphere 11(8):859. https://doi.org/10.3390/atmos11080859
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