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6 articles related to "Precipitation Forecasting"

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Articles

Original Research

Published on 14 May 2025

A statistical and machine learning approach for monthly precipitation forecasting in an Amazon city

in Atmospheric Science

Ewerton Cristhian Lima de Oliveira
Eduardo Costa de Carvalho
Edmir dos Santos Jesus
Rafael de Lima Rocha
Helder Moreira Arruda
Ronnie Cley de Oliveira Alves
Renata Gonçalves Tedeschi

Frontiers in Earth Science

doi 10.3389/feart.2025.1589753

2,559 views

Original Research

Published on 05 Mar 2019

Credibility of Convection-Permitting Modeling to Improve Seasonal Precipitation Forecasting in the Southwestern United States

in Atmospheric Science

Sujan Pal
Hsin-I Chang
Christopher L. Castro
Francina Dominguez

Frontiers in Earth Science

doi 10.3389/feart.2019.00011

7,703 views
19 citations

Original Research

Published on 20 Sep 2022

Deep-learning-based post-processing for probabilistic precipitation forecasting

in Atmospheric Science

Yan Ji
Xiefei Zhi
Luying Ji
Yingxin Zhang
Cui Hao
Ting Peng

Frontiers in Earth Science

doi 10.3389/feart.2022.978041

6,280 views
14 citations

Original Research

Published on 12 May 2025

Multivariable modelling based on statistical and machine learning techniques for monthly precipitation forecasting in the eastern Amazon

in Atmospheric Science

Renata Gonçalves Tedeschi
Eduardo Costa de Carvalho
Antonio Vasconcelos Nogueira Neto
Claudia Priscila Wanzeler da Costa
Julio Cezar Goncalves de Freitas
Rafael de Lima Rocha
Ronnie Cley de Oliveira Alves
Ewerton Cristhian Lima de Oliveira

Frontiers in Earth Science

doi 10.3389/feart.2025.1576377

1,870 views

Original Research

Published on 08 Feb 2023

Improving the heavy rainfall forecasting using a weighted deep learning model

in Atmosphere and Climate

Yutong Chen
Gang Huang
Ya Wang
Weichen Tao
Qun Tian
Kai Yang
Jiangshan Zheng
Hubin He

Frontiers in Environmental Science

doi 10.3389/fenvs.2023.1116672

5,181 views
20 citations

Original Research

Published on 24 Jan 2023

Stepwise correction of ECMWF ensemble forecasts of severe rainfall in China based on segmented hierarchical clustering

in Geohazards and Georisks

Li Gao
Zuosen Zhao
Jun Qin
Quanliang Chen
Hongke Cai

Frontiers in Earth Science

doi 10.3389/feart.2022.1079225

1,906 views
1 citation