Seasonality in Human Interest in Berry Plants Detection by Google Trends

The phenology of berry-producing plants, particularly their harvest season, is of human interest and also reflects the ecosystem’s response to the changing environment. We investigated the seasonal dynamics of human interest in berries growing in boreal, subarctic and Arctic ecosystems, mainly in Ru...

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Published in:Frontiers in Forests and Global Change
Main Authors: Kotani, Ayumi, Shin, Nagai, Tei, Shunsuke, Makarov, Andrey, Gavrilyeva, Tuyara
Format: Article in Journal/Newspaper
Language:unknown
Published: Frontiers Media SA 2021
Subjects:
Online Access:http://dx.doi.org/10.3389/ffgc.2021.688835
https://www.frontiersin.org/articles/10.3389/ffgc.2021.688835/full
id crfrontiers:10.3389/ffgc.2021.688835
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spelling crfrontiers:10.3389/ffgc.2021.688835 2024-03-31T07:51:01+00:00 Seasonality in Human Interest in Berry Plants Detection by Google Trends Kotani, Ayumi Shin, Nagai Tei, Shunsuke Makarov, Andrey Gavrilyeva, Tuyara 2021 http://dx.doi.org/10.3389/ffgc.2021.688835 https://www.frontiersin.org/articles/10.3389/ffgc.2021.688835/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Forests and Global Change volume 4 ISSN 2624-893X Nature and Landscape Conservation Environmental Science (miscellaneous) Ecology Global and Planetary Change Forestry journal-article 2021 crfrontiers https://doi.org/10.3389/ffgc.2021.688835 2024-03-05T00:12:32Z The phenology of berry-producing plants, particularly their harvest season, is of human interest and also reflects the ecosystem’s response to the changing environment. We investigated the seasonal dynamics of human interest in berries growing in boreal, subarctic and Arctic ecosystems, mainly in Russia, based on internet search data via Google Trends. There is a typical and culture-specific pattern of seasonal variations in search volume concerning berries across Russia, Finland, and Canada. Generally, the seasonal peak of search corresponds to the common berry harvest season across these countries. We discussed the potential and limitation for detecting ecological factors from the internet search data, in which physical phenomena and socio-cultural aspects are fundamentally superimposed, and its applicability to phenological studies. Article in Journal/Newspaper Arctic Subarctic Frontiers (Publisher) Arctic Canada Frontiers in Forests and Global Change 4
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
topic Nature and Landscape Conservation
Environmental Science (miscellaneous)
Ecology
Global and Planetary Change
Forestry
spellingShingle Nature and Landscape Conservation
Environmental Science (miscellaneous)
Ecology
Global and Planetary Change
Forestry
Kotani, Ayumi
Shin, Nagai
Tei, Shunsuke
Makarov, Andrey
Gavrilyeva, Tuyara
Seasonality in Human Interest in Berry Plants Detection by Google Trends
topic_facet Nature and Landscape Conservation
Environmental Science (miscellaneous)
Ecology
Global and Planetary Change
Forestry
description The phenology of berry-producing plants, particularly their harvest season, is of human interest and also reflects the ecosystem’s response to the changing environment. We investigated the seasonal dynamics of human interest in berries growing in boreal, subarctic and Arctic ecosystems, mainly in Russia, based on internet search data via Google Trends. There is a typical and culture-specific pattern of seasonal variations in search volume concerning berries across Russia, Finland, and Canada. Generally, the seasonal peak of search corresponds to the common berry harvest season across these countries. We discussed the potential and limitation for detecting ecological factors from the internet search data, in which physical phenomena and socio-cultural aspects are fundamentally superimposed, and its applicability to phenological studies.
format Article in Journal/Newspaper
author Kotani, Ayumi
Shin, Nagai
Tei, Shunsuke
Makarov, Andrey
Gavrilyeva, Tuyara
author_facet Kotani, Ayumi
Shin, Nagai
Tei, Shunsuke
Makarov, Andrey
Gavrilyeva, Tuyara
author_sort Kotani, Ayumi
title Seasonality in Human Interest in Berry Plants Detection by Google Trends
title_short Seasonality in Human Interest in Berry Plants Detection by Google Trends
title_full Seasonality in Human Interest in Berry Plants Detection by Google Trends
title_fullStr Seasonality in Human Interest in Berry Plants Detection by Google Trends
title_full_unstemmed Seasonality in Human Interest in Berry Plants Detection by Google Trends
title_sort seasonality in human interest in berry plants detection by google trends
publisher Frontiers Media SA
publishDate 2021
url http://dx.doi.org/10.3389/ffgc.2021.688835
https://www.frontiersin.org/articles/10.3389/ffgc.2021.688835/full
geographic Arctic
Canada
geographic_facet Arctic
Canada
genre Arctic
Subarctic
genre_facet Arctic
Subarctic
op_source Frontiers in Forests and Global Change
volume 4
ISSN 2624-893X
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/ffgc.2021.688835
container_title Frontiers in Forests and Global Change
container_volume 4
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