Sarima | List of Frontiers open access articles

Original Research

Published on 24 Nov 2025

Time series forecasting of red blood cell demand in hematology patients using SARIMA and exponential smoothing models: a retrospective analysis in a Chinese tertiary hospital

in Hematology

Jusong Liu
Qiong Yuan
Liang Cai
Zhi Cai
Xuemei Xu

Frontiers in Medicine

doi 10.3389/fmed.2025.1582277

942 views

Original Research

Published on 27 Jun 2024

Statistical machine learning models for prediction of China’s maritime emergency patients in dynamic: ARIMA model, SARIMA model, and dynamic Bayesian network model

in Disaster and Emergency Medicine

Pengyu Yang
Pengfei Cheng
Na Zhang
Ding Luo
Baichao Xu
Hua Zhang

Frontiers in Public Health

doi 10.3389/fpubh.2024.1401161

3,786 views
15 citations

Original Research

Published on 19 May 2022

Prediction of Red Blood Cell Demand for Pediatric Patients Using a Time-Series Model: A Single-Center Study in China

in Hematology

Kai Guo
Shanshan Song
Lijuan Qiu
Xiaohuan Wang
Shuxuan Ma

Frontiers in Medicine

doi 10.3389/fmed.2022.706284

3,228 views
9 citations

Brief Research Report

Published on 13 Mar 2024

Data pipeline for real-time energy consumption data management and prediction

in Data Mining and Management

Jeonghwan Im
Jaekyu Lee
Somin Lee
Hyuk-Yoon Kwon

Frontiers in Big Data

doi 10.3389/fdata.2024.1308236

6,691 views
10 citations

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

2,085 views
4 citations

Original Research

Published on 22 Jul 2022

The comparative analysis of SARIMA, Facebook Prophet, and LSTM for road traffic injury prediction in Northeast China

in Digital Public Health

Tianyu Feng
Zhou Zheng
Jiaying Xu
Minghui Liu
Ming Li
Huanhuan Jia
Xihe Yu

Frontiers in Public Health

doi 10.3389/fpubh.2022.946563

13,533 views
24 citations

Original Research

Published on 12 Mar 2024

Spatiotemporal analysis and forecasting of lumpy skin disease outbreaks in Ethiopia based on retrospective outbreak reports

in Veterinary Epidemiology and Economics

Shimels Tesfaye
Fikru Regassa
Gashaw Beyene
Samson Leta
Jan Paeshuyse

Frontiers in Veterinary Science

doi 10.3389/fvets.2024.1277007

5,252 views
9 citations

Original Research

Published on 25 Oct 2022

Higher expected returns for investors in the energy sector in Europe using an ESG strategy

in Environmental Economics and Management

Julia Wanday
Samer Ajour El Zein

Frontiers in Environmental Science

doi 10.3389/fenvs.2022.1031827

13,496 views
24 citations

Original Research

Published on 18 Dec 2024

Epidemiological characteristics and prediction model construction of hand, foot and mouth disease in Quzhou City, China, 2005–2023

in Infectious Diseases: Epidemiology and Prevention

Wenjie Xu
Canjie Zheng
Canya Fu
Xiaoying Gong
Quanjun Fang
Zhiying Yin

Frontiers in Public Health

doi 10.3389/fpubh.2024.1474855

3,096 views
4 citations

Original Research

Published on 29 Nov 2023

Time series analysis and forecasting of the number of canine rabies confirmed cases in Thailand based on national-level surveillance data

in Veterinary Epidemiology and Economics

Veerasak Punyapornwithaya
Weerapong Thanapongtharm
Chalita Jainonthee
Pornpiroon Chinsorn
Onpawee Sagarasaeranee
Roderick Salvador
Orapun Arjkumpa

Frontiers in Veterinary Science

doi 10.3389/fvets.2023.1294049

6,660 views
9 citations

Original Research

Published on 26 Sep 2025

Hybrid STL-SARIMA forecasting of reservoir inflows in climate-vulnerable basins: a case study in the Yalong River

in Water Resource Management

Yanfen Kang
Yi Xu
Wei Wu
Tian Liu
Xuan Zhang
Gaoxu Wang
Liyu Quan

Frontiers in Water

doi 10.3389/frwa.2025.1674573

1,328 views
1 citation

Original Research

Published on 12 Jan 2022

Forecasting Scrub Typhus Cases in Eight High-Risk Counties in China: Evaluation of Time-Series Model Performance

in Interdisciplinary Climate Studies

Junyu He
Xianyu Wei
Wenwu Yin
Yong Wang
Quan Qian
Hailong Sun
Yuanyong Xu
Ricardo J. Soares Magalhaes
Yuming Guo
Wenyi Zhang

Frontiers in Environmental Science

doi 10.3389/fenvs.2021.783864

3,244 views
9 citations

Original Research

Published on 04 Dec 2025

Spatio-temporal time series forecasting with trap catch data of oriental fruit moth (Grapholita molesta) in peach (Prunus persica) orchards in South Korea

in Technical Advances in Plant Science

Steven Kim
Seong Heo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1698144

1,405 views
1 citation

Original Research

Published on 30 Nov 2021

Forecasting of Milk Production in Northern Thailand Using Seasonal Autoregressive Integrated Moving Average, Error Trend Seasonality, and Hybrid Models

in Veterinary Epidemiology and Economics

Veerasak Punyapornwithaya
Katechan Jampachaisri
Kunnanut Klaharn
Chalutwan Sansamur

Frontiers in Veterinary Science

doi 10.3389/fvets.2021.775114

7,395 views
14 citations

Original Research

Published on 03 Jan 2025

Novel disctete grey Bernoulli seasonal model with a time powter term for predicting monthly carbon dioxide emissions in the United States

in Big Data, AI, and the Environment

Jianming Jiang
Yandong Ban
Sheng Nong

Frontiers in Environmental Science

doi 10.3389/fenvs.2024.1513387

1,417 views
4 citations

Original Research

Published on 29 Jan 2026

Forecasting multidrug-resistant organisms infection trends in a Chinese tertiary hospital (2014–2024): a comparative study of SARIMA, ETS, Prophet, and NNETAR models

in Infectious Diseases: Epidemiology and Prevention

Haiyan Chen
Luojing Zhou

Frontiers in Public Health

doi 10.3389/fpubh.2026.1687658

354 views

Articles

Time series forecasting of red blood cell demand in hematology patients using SARIMA and exponential smoothing models: a retrospective analysis in a Chinese tertiary hospital

Statistical machine learning models for prediction of China’s maritime emergency patients in dynamic: ARIMA model, SARIMA model, and dynamic Bayesian network model

Prediction of Red Blood Cell Demand for Pediatric Patients Using a Time-Series Model: A Single-Center Study in China

Data pipeline for real-time energy consumption data management and prediction

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

The comparative analysis of SARIMA, Facebook Prophet, and LSTM for road traffic injury prediction in Northeast China

Spatiotemporal analysis and forecasting of lumpy skin disease outbreaks in Ethiopia based on retrospective outbreak reports

Higher expected returns for investors in the energy sector in Europe using an ESG strategy

Epidemiological characteristics and prediction model construction of hand, foot and mouth disease in Quzhou City, China, 2005–2023

Time series analysis and forecasting of the number of canine rabies confirmed cases in Thailand based on national-level surveillance data

Hybrid STL-SARIMA forecasting of reservoir inflows in climate-vulnerable basins: a case study in the Yalong River

Forecasting Scrub Typhus Cases in Eight High-Risk Counties in China: Evaluation of Time-Series Model Performance

Spatio-temporal time series forecasting with trap catch data of oriental fruit moth (Grapholita molesta) in peach (Prunus persica) orchards in South Korea

Forecasting of Milk Production in Northern Thailand Using Seasonal Autoregressive Integrated Moving Average, Error Trend Seasonality, and Hybrid Models

Novel disctete grey Bernoulli seasonal model with a time powter term for predicting monthly carbon dioxide emissions in the United States

Forecasting multidrug-resistant organisms infection trends in a Chinese tertiary hospital (2014–2024): a comparative study of SARIMA, ETS, Prophet, and NNETAR models