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

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

Scrub typhus (ST) is expanding its geographical distribution in China and in many regions worldwide raising significant public health concerns. Accurate ST time-series modeling including uncovering the role of environmental determinants is of great importance to guide disease control purposes. This...

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Bibliographic Details
Main Authors: Junyu He, Xianyu Wei, Wenwu Yin, Yong Wang, Quan Qian, Hailong Sun, Yuanyong Xu, Ricardo J. Soares Magalhaes, Yuming Guo, Wenyi Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Environmental Science
Subjects:
scrub typhus
time-series modeling
SARIMAX model
LSTM model
China
environmental factors
Online Access:https://www.frontiersin.org/articles/10.3389/fenvs.2021.783864/full

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