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A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis

Awareness of the requested quantity and characteristics of emergency supplies is crucial for facilitating an efficient relief operation. With the aim of focusing on the quantitative study of immediate food supplies, this article estimates the numerical autoregressive integrative moving average (ARIM...

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Detalles Bibliográficos
Autores principales: Zhu, Xiaoxin, Wang, Yanyan, Regan, David, Sun, Baiqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579549/
https://www.ncbi.nlm.nih.gov/pubmed/33007885
http://dx.doi.org/10.3390/ijerph17197162
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author Zhu, Xiaoxin
Wang, Yanyan
Regan, David
Sun, Baiqing
author_facet Zhu, Xiaoxin
Wang, Yanyan
Regan, David
Sun, Baiqing
author_sort Zhu, Xiaoxin
collection PubMed
description Awareness of the requested quantity and characteristics of emergency supplies is crucial for facilitating an efficient relief operation. With the aim of focusing on the quantitative study of immediate food supplies, this article estimates the numerical autoregressive integrative moving average (ARIMA) model based on the actual data of 14 key commodities in the Sendai City of Japan during the 2011 Tohoku earthquake. Although the temporal patterns of key food commodity groups are qualitatively similar, the results show that they follow different ARIMA processes, with different autoregressive moving averages and difference order patterns. A key finding is that 3 of the 14 items are significantly related to the number of temporary residents in shelters, revealing that the relatively low number of different items makes it easier to deploy these key supplies or develop regional purchase agreements so as to promptly obtain them from distributors.
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spelling pubmed-75795492020-10-29 A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis Zhu, Xiaoxin Wang, Yanyan Regan, David Sun, Baiqing Int J Environ Res Public Health Article Awareness of the requested quantity and characteristics of emergency supplies is crucial for facilitating an efficient relief operation. With the aim of focusing on the quantitative study of immediate food supplies, this article estimates the numerical autoregressive integrative moving average (ARIMA) model based on the actual data of 14 key commodities in the Sendai City of Japan during the 2011 Tohoku earthquake. Although the temporal patterns of key food commodity groups are qualitatively similar, the results show that they follow different ARIMA processes, with different autoregressive moving averages and difference order patterns. A key finding is that 3 of the 14 items are significantly related to the number of temporary residents in shelters, revealing that the relatively low number of different items makes it easier to deploy these key supplies or develop regional purchase agreements so as to promptly obtain them from distributors. MDPI 2020-09-30 2020-10 /pmc/articles/PMC7579549/ /pubmed/33007885 http://dx.doi.org/10.3390/ijerph17197162 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Zhu, Xiaoxin
Wang, Yanyan
Regan, David
Sun, Baiqing
A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title_full A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title_fullStr A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title_full_unstemmed A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title_short A Quantitative Study on Crucial Food Supplies after the 2011 Tohoku Earthquake Based on Time Series Analysis
title_sort quantitative study on crucial food supplies after the 2011 tohoku earthquake based on time series analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7579549/
https://www.ncbi.nlm.nih.gov/pubmed/33007885
http://dx.doi.org/10.3390/ijerph17197162
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