Sarima Model | 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

904 views

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

13,482 views
24 citations

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

3,729 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

3,180 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

1,278 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

3,233 views
8 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

1,379 views
1 citation

Original Research

Published on 19 Feb 2026

Epidemiological characteristics and incidence prediction of varicella from 2014 to 2023 in Chongqing, China

in Infectious Diseases: Epidemiology and Prevention

Haomin Tang
Shuangyan Mao
Peiji Yang
Qingqing Fan
Dayong Xiao
Dan Deng

Frontiers in Public Health

doi 10.3389/fpubh.2026.1722951

227 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

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

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

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

Epidemiological characteristics and incidence prediction of varicella from 2014 to 2023 in Chongqing, China