Meteorological Data | List of Frontiers open access articles

Original Research

Published on 15 Sep 2022

TripleConvTransformer: A deep learning vessel trajectory prediction method fusing discretized meteorological data

in Environmental Informatics and Remote Sensing

Peng Huang
Qiong Chen
Dong Wang
Mingqing Wang
Xi Wu
Xiaomeng Huang

Frontiers in Environmental Science

doi 10.3389/fenvs.2022.1012547

5,452 views
24 citations

Original Research

Published on 27 Sep 2022

Temperature distribution simulation and thermal properties investigation of hollow slab beam based on meteorological data

in Smart Grids

Guosheng S Zeng
Jun Song
Chaoyu Y Zhu

Frontiers in Energy Research

doi 10.3389/fenrg.2022.998074

2,566 views
1 citation

Original Research

Published on 28 Sep 2022

RSFD: A rough set-based feature discretization method for meteorological data

in Environmental Informatics and Remote Sensing

Lirong Zeng
Qiong Chen
Mengxing Huang

Frontiers in Environmental Science

doi 10.3389/fenvs.2022.1013811

1,997 views
5 citations

Original Research

Published on 09 Jun 2023

Ensemble-based classification approach for PM2.5 concentration forecasting using meteorological data

in Machine Learning and Artificial Intelligence

S. Saminathan
C. Malathy

Frontiers in Big Data

doi 10.3389/fdata.2023.1175259

4,963 views
9 citations

Original Research

Published on 07 Jan 2021

Prediction for Global Peste des Petits Ruminants Outbreaks Based on a Combination of Random Forest Algorithms and Meteorological Data

in Veterinary Infectious Diseases

Bing Niu
Ruirui Liang
Guangya Zhou
Qiang Zhang
Qiang Su
Xiaosheng Qu
Qin Chen

Frontiers in Veterinary Science

doi 10.3389/fvets.2020.570829

6,448 views
27 citations

Original Research

Published on 16 Aug 2024

Data-driven novel deep learning applications for the prediction of rainfall using meteorological data

in Environmental Informatics and Remote Sensing

Hongli Li
Shanzhi Li
Hamzeh Ghorbani

Frontiers in Environmental Science

doi 10.3389/fenvs.2024.1445967

5,128 views
19 citations

Original Research

Published on 28 Sep 2021

Development of a Multilayer Deep Neural Network Model for Predicting Hourly River Water Temperature From Meteorological Data

in Water and Wastewater Management

Reza Abdi
Ashley Rust
Terri S. Hogue

Frontiers in Environmental Science

doi 10.3389/fenvs.2021.738322

3,669 views
12 citations

Original Research

Published on 12 Jul 2023

Can meteorological data and normalized difference vegetation index be used to quantify soil pH in grasslands?

in Models in Ecology and Evolution

Erfu Dai
Guangyu Zhang
Gang Fu
Xinjie Zha

Frontiers in Ecology and Evolution

doi 10.3389/fevo.2023.1206581

2,810 views
12 citations

Original Research

Published on 19 Nov 2020

Exploratory Data Analysis and Artificial Neural Network for Prediction of Leptospirosis Occurrence in Seremban, Malaysia Based on Meteorological Data

in Environmental Informatics and Remote Sensing

Fariq Rahmat
Zed Zulkafli
Asnor Juraiza Ishak
Samsul Bahari Mohd Noor
Hazlina Yahaya
Afiqah Masrani

Frontiers in Earth Science

doi 10.3389/feart.2020.00377

6,140 views
18 citations

Brief Research Report

Published on 22 Aug 2025

Long short-term memory-based forecasting of influenza epidemics using surveillance and meteorological data in Tokyo, Japan

in Environmental Health and Exposome

Daiki Koge
Keita Wagatsuma

Frontiers in Public Health

doi 10.3389/fpubh.2025.1618508

2,397 views
2 citations

Original Research

Published on 10 Sep 2025

Association between seasons with substantial atmospheric pressure change and migraine occurrence: a retrospective cohort study using Japanese claims data and meteorological data

in Headache and Neurogenic Pain

Muneto Tatsumoto
Koichi Hirata
Takeo Nakayama
Kentaro Yamato
Norihiro Nakamichi
Lyo Inuyama

Frontiers in Neurology

doi 10.3389/fneur.2025.1600822

2,938 views

Original Research

Published on 03 Oct 2022

Online public attention toward allergic rhinitis in Wuhan, China: Infodemiology study using Baidu index and meteorological data

in Digital Public Health

Yunfei Wang
Ziang Gao
Hao Lv
Yu Xu

Frontiers in Public Health

doi 10.3389/fpubh.2022.971525

4,984 views
8 citations

Original Research

Published on 09 Jan 2023

Effects of ambient temperature on influenza-like illness: A multicity analysis in Shandong Province, China, 2014–2017

in Environmental Health and Exposome

Jia Yin
Ti Liu
Fang Tang
Dongzhen Chen
Lin Sun
Shaoxia Song
Shengyang Zhang
Julong Wu
Zhong Li
Weijia Xing

Frontiers in Public Health

doi 10.3389/fpubh.2022.1095436

8,979 views
10 citations

Original Research

Published on 05 May 2021

The Subarachnoid Hemorrhage–Weather Myth: A Long-Term Big Data and Deep Learning Analysis

in Stroke

Moritz Helsper
Aashish Agarwal
Ahmet Aker
Annika Herten
Marvin Darkwah-Oppong
Oliver Gembruch
Cornelius Deuschl
Michael Forsting
Philipp Dammann
Daniela Pierscianek

Frontiers in Neurology

doi 10.3389/fneur.2021.653483

4,964 views
14 citations

Review

Published on 19 Oct 2023

Precipitation forecasting: from geophysical aspects to machine learning applications

in Predictions and Projections

Ewerton Cristhian Lima de Oliveira
Antonio Vasconcelos Nogueira Neto
Ana Paula Paes dos Santos
Claudia Priscila Wanzeler da Costa
Julio Cezar Gonçalves de Freitas
Pedro Walfir Martins Souza-Filho
Rafael de Lima Rocha
Ronnie Cley Alves
Vânia dos Santos Franco
Eduardo Costa de Carvalho

Frontiers in Climate

doi 10.3389/fclim.2023.1250201

6,832 views
8 citations

Methods

Published on 27 Sep 2024

Wind power short-term prediction based on digital twin technology

in Wind Energy

Shu Liu

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1365237

2,192 views
2 citations

Articles

TripleConvTransformer: A deep learning vessel trajectory prediction method fusing discretized meteorological data

Temperature distribution simulation and thermal properties investigation of hollow slab beam based on meteorological data

RSFD: A rough set-based feature discretization method for meteorological data

Ensemble-based classification approach for PM2.5 concentration forecasting using meteorological data

Prediction for Global Peste des Petits Ruminants Outbreaks Based on a Combination of Random Forest Algorithms and Meteorological Data

Data-driven novel deep learning applications for the prediction of rainfall using meteorological data

Development of a Multilayer Deep Neural Network Model for Predicting Hourly River Water Temperature From Meteorological Data

Can meteorological data and normalized difference vegetation index be used to quantify soil pH in grasslands?

Exploratory Data Analysis and Artificial Neural Network for Prediction of Leptospirosis Occurrence in Seremban, Malaysia Based on Meteorological Data

Long short-term memory-based forecasting of influenza epidemics using surveillance and meteorological data in Tokyo, Japan

Association between seasons with substantial atmospheric pressure change and migraine occurrence: a retrospective cohort study using Japanese claims data and meteorological data

Online public attention toward allergic rhinitis in Wuhan, China: Infodemiology study using Baidu index and meteorological data

Effects of ambient temperature on influenza-like illness: A multicity analysis in Shandong Province, China, 2014–2017

The Subarachnoid Hemorrhage–Weather Myth: A Long-Term Big Data and Deep Learning Analysis

Precipitation forecasting: from geophysical aspects to machine learning applications

Wind power short-term prediction based on digital twin technology