Short Term Forecasting | List of Frontiers open access articles

Brief Research Report

Published on 12 May 2022

SCADA Data Based Wind Power Interval Prediction Using LUBE-Based Deep Residual Networks

in Smart Grids

Huajin Li

Frontiers in Energy Research

doi 10.3389/fenrg.2022.920837

5,082 views
67 citations

Original Research

Published on 07 Jul 2022

Short-Term Forecasting and Uncertainty Analysis of Photovoltaic Power Based on the FCM-WOA-BILSTM Model

in Process and Energy Systems Engineering

Wensi Cao
Junlong Zhou
Qiang Xu
Juan Zhen
Xiaobo Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2022.926774

4,351 views
23 citations

Original Research

Published on 14 Jun 2021

Short-Term Forecasting of Daily Confirmed COVID-19 Cases in Malaysia Using RF-SSA Model

in Infectious Diseases – Surveillance, Prevention and Treatment

Shazlyn Milleana Shaharudin
Shuhaida Ismail
Noor Artika Hassan
Mou Leong Tan
Nurul Ainina Filza Sulaiman

Frontiers in Public Health

doi 10.3389/fpubh.2021.604093

7,197 views
8 citations

Original Research

Published on 03 Sep 2018

Short-Term Forecasting and Detection of Explosions During the 2016–2017 Eruption of Bogoslof Volcano, Alaska

in Volcanology

Michelle L. Coombs
Aaron G. Wech
Matthew M. Haney
John J. Lyons
David J. Schneider
Hans F. Schwaiger
Kristi L. Wallace
David Fee
Jeff T. Freymueller
Janet R. Schaefer

Frontiers in Earth Science

doi 10.3389/feart.2018.00122

29,476 views
65 citations

Perspective

Published on 05 Jun 2024

From apparent attenuation towards physics-based source terms – a perspective on spectral wave modeling in ice-covered seas

in Physical Oceanography

Agnieszka Herman

Frontiers in Marine Science

doi 10.3389/fmars.2024.1413116

2,501 views
14 citations

Brief Research Report

Published on 09 May 2022

Short-Term Wind Power Prediction via Spatial Temporal Analysis and Deep Residual Networks

in Smart Grids

Huajin Li

Frontiers in Energy Research

doi 10.3389/fenrg.2022.920407

6,761 views
82 citations

Original Research

Published on 15 Sep 2025

Artificial intelligence and exchange rate forecasting: assessing predictive accuracy and macroeconomic sensitivity

in Mathematical Finance

Oumaima Abouzaid
Faouzi Boussedra

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1654093

7,324 views
1 citation

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

2,805 views
2 citations

Original Research

Published on 27 Nov 2024

Photovoltaic output prediction based on VMD disturbance feature extraction and WaveNet

in Smart Grids

ShouSheng Zhao
Xiaofeng Yang
Kangyi Li
Xijuan Li
Weiwen Qi
Xingxing Huang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1422728

1,597 views
3 citations

Original Research

Published on 19 Jan 2022

Short-Term Power Generation Forecasting of a Photovoltaic Plant Based on PSO-BP and GA-BP Neural Networks

in Process and Energy Systems Engineering

Yuanqi Li
Lei Zhou
Peiqi Gao
Bo Yang
Yiming Han
Chang Lian

Frontiers in Energy Research

doi 10.3389/fenrg.2021.824691

6,344 views
60 citations

Original Research

Published on 16 Aug 2021

Solar Irradiance Nowcasting for Virtual Power Plants Using Multimodal Long Short-Term Memory Networks

in Smart Grids

Dilantha Haputhanthri
Daswin De Silva
Seppo Sierla
Damminda Alahakoon
Rashmika Nawaratne
Andrew Jennings
Valeriy Vyatkin

Frontiers in Energy Research

doi 10.3389/fenrg.2021.722212

5,068 views
22 citations

Original Research

Accepted on 24 Apr 2026

Transformer Encoder for One-Step-Ahead AQI Forecasting Using Multivariate Air-Quality Monitoring Data

in Environmental Informatics and Remote Sensing

Kun-Chou Lee
Shi-Qi Chen

Frontiers in Environmental Science

202 views

Original Research

Published on 11 Dec 2023

Forecasting daily COVID-19 cases with gradient boosted regression trees and other methods: evidence from U.S. cities

in Infectious Diseases: Epidemiology and Prevention

Anindya Sen
Nathaniel T. Stevens
N. Ken Tran
Rishav R. Agarwal
Qihuang Zhang
Joel A. Dubin

Frontiers in Public Health

doi 10.3389/fpubh.2023.1259410

2,218 views
5 citations

Original Research

Published on 05 Jan 2024

Refined machine learning modeling of reservoir discharge water temperature

in Big Data, AI, and the Environment

Xiang Huang
Gang Chen

Frontiers in Environmental Science

doi 10.3389/fenvs.2023.1328723

4,336 views
2 citations

Methods

Published on 23 Apr 2018

A Framework for Combining Seasonal Forecasts and Climate Projections to Aid Risk Management for Fisheries and Aquaculture

in Global Change and the Future Ocean

Alistair J. Hobday
Claire M. Spillman
J. Paige Eveson
Jason R. Hartog
Xuebin Zhang
Stephanie Brodie

Frontiers in Marine Science

doi 10.3389/fmars.2018.00137

23,193 views
100 citations

Original Research

Published on 02 Nov 2020

Spatio-Temporal Modeling for Forecasting High-Risk Freshwater Cyanobacterial Harmful Algal Blooms in Florida

in Environmental Informatics and Remote Sensing

Mark H. Myer
Erin Urquhart
Blake A. Schaeffer
John M. Johnston

Frontiers in Environmental Science

doi 10.3389/fenvs.2020.581091

8,395 views
30 citations

Articles

SCADA Data Based Wind Power Interval Prediction Using LUBE-Based Deep Residual Networks

Short-Term Forecasting and Uncertainty Analysis of Photovoltaic Power Based on the FCM-WOA-BILSTM Model

Short-Term Forecasting of Daily Confirmed COVID-19 Cases in Malaysia Using RF-SSA Model

Short-Term Forecasting and Detection of Explosions During the 2016–2017 Eruption of Bogoslof Volcano, Alaska

From apparent attenuation towards physics-based source terms – a perspective on spectral wave modeling in ice-covered seas

Short-Term Wind Power Prediction via Spatial Temporal Analysis and Deep Residual Networks

Artificial intelligence and exchange rate forecasting: assessing predictive accuracy and macroeconomic sensitivity

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

Photovoltaic output prediction based on VMD disturbance feature extraction and WaveNet

Short-Term Power Generation Forecasting of a Photovoltaic Plant Based on PSO-BP and GA-BP Neural Networks

Solar Irradiance Nowcasting for Virtual Power Plants Using Multimodal Long Short-Term Memory Networks

Transformer Encoder for One-Step-Ahead AQI Forecasting Using Multivariate Air-Quality Monitoring Data

Forecasting daily COVID-19 cases with gradient boosted regression trees and other methods: evidence from U.S. cities

Refined machine learning modeling of reservoir discharge water temperature

A Framework for Combining Seasonal Forecasts and Climate Projections to Aid Risk Management for Fisheries and Aquaculture

Spatio-Temporal Modeling for Forecasting High-Risk Freshwater Cyanobacterial Harmful Algal Blooms in Florida