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Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes
SIMPLE SUMMARY: There are many reports of abnormal changes occurring in various natural systems prior to earthquakes. Unusual animal behavior is one of these abnormalities; however, there are few objective indicators and to date, reliability has remained uncertain. We found that milk yields of dairy...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5366838/ https://www.ncbi.nlm.nih.gov/pubmed/28282889 http://dx.doi.org/10.3390/ani7030019 |
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author | Yamauchi, Hiroyuki Hayakawa, Masashi Asano, Tomokazu Ohtani, Nobuyo Ohta, Mitsuaki |
author_facet | Yamauchi, Hiroyuki Hayakawa, Masashi Asano, Tomokazu Ohtani, Nobuyo Ohta, Mitsuaki |
author_sort | Yamauchi, Hiroyuki |
collection | PubMed |
description | SIMPLE SUMMARY: There are many reports of abnormal changes occurring in various natural systems prior to earthquakes. Unusual animal behavior is one of these abnormalities; however, there are few objective indicators and to date, reliability has remained uncertain. We found that milk yields of dairy cows decreased prior to an earthquake in our previous case study. In this study, we examined the reliability of decreases in milk yields as a precursor for earthquakes using long-term observation data. In the results, milk yields decreased approximately three weeks before earthquakes. We have come to the conclusion that dairy cow milk yields have applicability as an objectively observable unusual animal behavior prior to earthquakes, and dairy cows respond to some physical or chemical precursors of earthquakes. ABSTRACT: Previous studies have provided quantitative data regarding unusual animal behavior prior to earthquakes; however, few studies include long-term, observational data. Our previous study revealed that the milk yields of dairy cows decreased prior to an extremely large earthquake. To clarify whether the milk yields decrease prior to earthquakes, we examined the relationship between earthquakes of various magnitudes and daily milk yields. The observation period was one year. In the results, cross-correlation analyses revealed a significant negative correlation between earthquake occurrence and milk yields approximately three weeks beforehand. Approximately a week and a half beforehand, a positive correlation was revealed, and the correlation gradually receded to zero as the day of the earthquake approached. Future studies that use data from a longer observation period are needed because this study only considered ten earthquakes and therefore does not have strong statistical power. Additionally, we compared the milk yields with the subionospheric very low frequency/low frequency (VLF/LF) propagation data indicating ionospheric perturbations. The results showed that anomalies of VLF/LF propagation data emerged prior to all of the earthquakes following decreases in milk yields; the milk yields decreased earlier than propagation anomalies. We mention how ultralow frequency magnetic fields are a stimulus that could reduce milk yields. This study suggests that dairy cow milk yields decrease prior to earthquakes, and that they might respond to stimuli emerging earlier than ionospheric perturbations. |
format | Online Article Text |
id | pubmed-5366838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-53668382017-03-31 Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes Yamauchi, Hiroyuki Hayakawa, Masashi Asano, Tomokazu Ohtani, Nobuyo Ohta, Mitsuaki Animals (Basel) Article SIMPLE SUMMARY: There are many reports of abnormal changes occurring in various natural systems prior to earthquakes. Unusual animal behavior is one of these abnormalities; however, there are few objective indicators and to date, reliability has remained uncertain. We found that milk yields of dairy cows decreased prior to an earthquake in our previous case study. In this study, we examined the reliability of decreases in milk yields as a precursor for earthquakes using long-term observation data. In the results, milk yields decreased approximately three weeks before earthquakes. We have come to the conclusion that dairy cow milk yields have applicability as an objectively observable unusual animal behavior prior to earthquakes, and dairy cows respond to some physical or chemical precursors of earthquakes. ABSTRACT: Previous studies have provided quantitative data regarding unusual animal behavior prior to earthquakes; however, few studies include long-term, observational data. Our previous study revealed that the milk yields of dairy cows decreased prior to an extremely large earthquake. To clarify whether the milk yields decrease prior to earthquakes, we examined the relationship between earthquakes of various magnitudes and daily milk yields. The observation period was one year. In the results, cross-correlation analyses revealed a significant negative correlation between earthquake occurrence and milk yields approximately three weeks beforehand. Approximately a week and a half beforehand, a positive correlation was revealed, and the correlation gradually receded to zero as the day of the earthquake approached. Future studies that use data from a longer observation period are needed because this study only considered ten earthquakes and therefore does not have strong statistical power. Additionally, we compared the milk yields with the subionospheric very low frequency/low frequency (VLF/LF) propagation data indicating ionospheric perturbations. The results showed that anomalies of VLF/LF propagation data emerged prior to all of the earthquakes following decreases in milk yields; the milk yields decreased earlier than propagation anomalies. We mention how ultralow frequency magnetic fields are a stimulus that could reduce milk yields. This study suggests that dairy cow milk yields decrease prior to earthquakes, and that they might respond to stimuli emerging earlier than ionospheric perturbations. MDPI 2017-03-08 /pmc/articles/PMC5366838/ /pubmed/28282889 http://dx.doi.org/10.3390/ani7030019 Text en © 2017 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 Yamauchi, Hiroyuki Hayakawa, Masashi Asano, Tomokazu Ohtani, Nobuyo Ohta, Mitsuaki Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title | Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title_full | Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title_fullStr | Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title_full_unstemmed | Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title_short | Statistical Evaluations of Variations in Dairy Cows’ Milk Yields as a Precursor of Earthquakes |
title_sort | statistical evaluations of variations in dairy cows’ milk yields as a precursor of earthquakes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5366838/ https://www.ncbi.nlm.nih.gov/pubmed/28282889 http://dx.doi.org/10.3390/ani7030019 |
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