Downscaling Daily Satellite-Based Precipitation Estimates Using MODIS Cloud Optical and Microphysical Properties in Machine-Learning Model

Ramiro Simón Pillco Zolá; Jorge Molina Carpio; Frédéric Satgé; Marie-Paule Bonnet; Sergio Callaú Medrano

doi:10.3390/atmos14091349

Downscaling Daily Satellite-Based Precipitation Estimates Using MODIS Cloud Optical and Microphysical Properties in Machine-Learning Model

Ramiro Simón Pillco Zolá, Jorge Molina Carpio, Frédéric Satgé, Marie-Paule Bonnet, Sergio Callaú Medrano

Research output: Contribution to journal › Article › peer-review

Original language	Spanish (Bolivia)
Journal	ATMOSPHERE
Volume	14
Issue number	9
DOIs	https://doi.org/10.3390/atmos14091349
State	Published - 27 Aug 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.3390/atmos14091349

Cite this

@article{8e8ed04b52ae4cb29a2168c1067b9b90,

title = "Downscaling Daily Satellite-Based Precipitation Estimates Using MODIS Cloud Optical and Microphysical Properties in Machine-Learning Model",

keywords = "IMERG, downscaling, random forest model, MODIS cloud optical and microphysical properties, CHIRTS",

author = "\{Pillco Zol{\'a}\}, \{Ramiro Sim{\'o}n\} and \{Molina Carpio\}, Jorge and Fr{\'e}d{\'e}ric Satg{\'e} and Marie-Paule Bonnet and \{Calla{\'u} Medrano\}, Sergio",

year = "2023",

month = aug,

day = "27",

doi = "10.3390/atmos14091349",

language = "Espa{\~n}ol (Bolivia)",

volume = "14",

journal = "ATMOSPHERE",

issn = "2073-4433",

publisher = "MDPI Multidisciplinary Digital Publishing Institute",

number = "9",

}

TY - JOUR

T1 - Downscaling Daily Satellite-Based Precipitation Estimates Using MODIS Cloud Optical and Microphysical Properties in Machine-Learning Model

AU - Pillco Zolá, Ramiro Simón

AU - Molina Carpio, Jorge

AU - Satgé, Frédéric

AU - Bonnet, Marie-Paule

AU - Callaú Medrano, Sergio

PY - 2023/8/27

Y1 - 2023/8/27

KW - IMERG

KW - downscaling

KW - random forest model

KW - MODIS cloud optical and microphysical properties

KW - CHIRTS

U2 - 10.3390/atmos14091349

DO - 10.3390/atmos14091349

M3 - Artículo

SN - 2073-4433

VL - 14

JO - ATMOSPHERE

JF - ATMOSPHERE

IS - 9

ER -