Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming

Temperature is one of the most influential factors in crop phenology and is projected to increase substantially due to climate change. To adapt to climate change, it is necessary to understand how crops develop depending on cultivar choice, sowing time, and growing environment under various warming...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Agronomy journal 2021-11, Vol.113 (6), p.4982-4992
Hauptverfasser: Kawakita, Satoshi, Ishikawa, Naoyuki, Takahashi, Hidehiro, Okuno, Rintaro, Moriya, Kazuyuki
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 4992
container_issue 6
container_start_page 4982
container_title Agronomy journal
container_volume 113
creator Kawakita, Satoshi
Ishikawa, Naoyuki
Takahashi, Hidehiro
Okuno, Rintaro
Moriya, Kazuyuki
description Temperature is one of the most influential factors in crop phenology and is projected to increase substantially due to climate change. To adapt to climate change, it is necessary to understand how crops develop depending on cultivar choice, sowing time, and growing environment under various warming conditions. To clarify the influence of these interactions, we investigated 216 combinations of the genotype × environment × management interaction of wheat (Triticum aestivum L.) development. These included nine scenarios of constant and seasonal warming conditions, two cultivar types (spring‐type and winter‐type wheat), six sowing dates, and two cultivation environments (relatively cool or warm area), and the change in wheat heading dates was simulated using sigmoid and exponential function–based models. Simulations of growing conditions 1−5 °C above the average temperature during 1981–2010 resulted in the faster growth of spring‐type cultivars, and the earlier the cultivars were sown, the faster they grew to heading stage. The winter‐type cultivars showed a smaller advancement to heading than the spring‐type cultivars, but the shortening period from sowing to heading became greater when grown in a cooler environment if the temperature significantly increased. In addition, increased temperatures in spring induced the advancement of heading more than similar conditions in winter. Our findings indicated that the advancement of the heading date varied greatly depending on the four‐factor combinations. Delaying sowing time and changing to winter‐type cultivars from spring‐type cultivars were thought to be effective adaptations; however, the adaptation strategies should be carefully planned depending on the agricultural management and warming conditions. Core Ideas Wheat phenology was simulated under various farming and warming conditions. Simulations considered various cultivars, sowing dates, and growing environments. The advancement of wheat phenology varied substantially depending on these interactions. Delayed sowing and changing to winter from spring‐type cultivars are effective adaptations. Adaptations should be carefully planned considering these interactions.
doi_str_mv 10.1002/agj2.20911
format Article
fullrecord <record><control><sourceid>wiley_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1002_agj2_20911</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>AGJ220911</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2731-a2e1200c53029151f5145342c8fa05fa246c928f235d85e2b9c29e59aabe063e3</originalsourceid><addsrcrecordid>eNp9kMFOwzAQRC0EEqVw4Qt8Rk3xbuJQH6sKSlElLnCOXMdOXTlO5aSN8ve4hDOnXc3OPo2GkEdgc2AMn2V1wDkyAXBFJpClPGF5xq_JhMVrAiLHW3LXtgfGAEQGEzJsfKeDVJ1tfEsbQ9XJdfYsw4y2TW99RUvZ6RmVvqRVGBXtzzY0vta-o6U1Roe4WencQKWLNNrvtezoca9945pqoCdfRlU5W0cW7WWoI-ae3BjpWv3wN6fk--31a_WebD_Xm9Vymyh8SSGRqAEZUzxlKICD4ZDxNEO1MJJxIzHLlcCFwZSXC65xJxQKzYWUO83yVKdT8jRyVWjaNmhTHEMMEoYCWHEprbiUVvyWFs0wmnvr9PCPs1iuP3D8-QGKWnC-</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming</title><source>Wiley Online Library Journals Frontfile Complete</source><creator>Kawakita, Satoshi ; Ishikawa, Naoyuki ; Takahashi, Hidehiro ; Okuno, Rintaro ; Moriya, Kazuyuki</creator><creatorcontrib>Kawakita, Satoshi ; Ishikawa, Naoyuki ; Takahashi, Hidehiro ; Okuno, Rintaro ; Moriya, Kazuyuki</creatorcontrib><description>Temperature is one of the most influential factors in crop phenology and is projected to increase substantially due to climate change. To adapt to climate change, it is necessary to understand how crops develop depending on cultivar choice, sowing time, and growing environment under various warming conditions. To clarify the influence of these interactions, we investigated 216 combinations of the genotype × environment × management interaction of wheat (Triticum aestivum L.) development. These included nine scenarios of constant and seasonal warming conditions, two cultivar types (spring‐type and winter‐type wheat), six sowing dates, and two cultivation environments (relatively cool or warm area), and the change in wheat heading dates was simulated using sigmoid and exponential function–based models. Simulations of growing conditions 1−5 °C above the average temperature during 1981–2010 resulted in the faster growth of spring‐type cultivars, and the earlier the cultivars were sown, the faster they grew to heading stage. The winter‐type cultivars showed a smaller advancement to heading than the spring‐type cultivars, but the shortening period from sowing to heading became greater when grown in a cooler environment if the temperature significantly increased. In addition, increased temperatures in spring induced the advancement of heading more than similar conditions in winter. Our findings indicated that the advancement of the heading date varied greatly depending on the four‐factor combinations. Delaying sowing time and changing to winter‐type cultivars from spring‐type cultivars were thought to be effective adaptations; however, the adaptation strategies should be carefully planned depending on the agricultural management and warming conditions. Core Ideas Wheat phenology was simulated under various farming and warming conditions. Simulations considered various cultivars, sowing dates, and growing environments. The advancement of wheat phenology varied substantially depending on these interactions. Delayed sowing and changing to winter from spring‐type cultivars are effective adaptations. Adaptations should be carefully planned considering these interactions.</description><identifier>ISSN: 0002-1962</identifier><identifier>EISSN: 1435-0645</identifier><identifier>DOI: 10.1002/agj2.20911</identifier><language>eng</language><ispartof>Agronomy journal, 2021-11, Vol.113 (6), p.4982-4992</ispartof><rights>2021 The Authors. Agronomy Journal © 2021 American Society of Agronomy</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2731-a2e1200c53029151f5145342c8fa05fa246c928f235d85e2b9c29e59aabe063e3</citedby><cites>FETCH-LOGICAL-c2731-a2e1200c53029151f5145342c8fa05fa246c928f235d85e2b9c29e59aabe063e3</cites><orcidid>0000-0002-3874-3489</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fagj2.20911$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fagj2.20911$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids></links><search><creatorcontrib>Kawakita, Satoshi</creatorcontrib><creatorcontrib>Ishikawa, Naoyuki</creatorcontrib><creatorcontrib>Takahashi, Hidehiro</creatorcontrib><creatorcontrib>Okuno, Rintaro</creatorcontrib><creatorcontrib>Moriya, Kazuyuki</creatorcontrib><title>Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming</title><title>Agronomy journal</title><description>Temperature is one of the most influential factors in crop phenology and is projected to increase substantially due to climate change. To adapt to climate change, it is necessary to understand how crops develop depending on cultivar choice, sowing time, and growing environment under various warming conditions. To clarify the influence of these interactions, we investigated 216 combinations of the genotype × environment × management interaction of wheat (Triticum aestivum L.) development. These included nine scenarios of constant and seasonal warming conditions, two cultivar types (spring‐type and winter‐type wheat), six sowing dates, and two cultivation environments (relatively cool or warm area), and the change in wheat heading dates was simulated using sigmoid and exponential function–based models. Simulations of growing conditions 1−5 °C above the average temperature during 1981–2010 resulted in the faster growth of spring‐type cultivars, and the earlier the cultivars were sown, the faster they grew to heading stage. The winter‐type cultivars showed a smaller advancement to heading than the spring‐type cultivars, but the shortening period from sowing to heading became greater when grown in a cooler environment if the temperature significantly increased. In addition, increased temperatures in spring induced the advancement of heading more than similar conditions in winter. Our findings indicated that the advancement of the heading date varied greatly depending on the four‐factor combinations. Delaying sowing time and changing to winter‐type cultivars from spring‐type cultivars were thought to be effective adaptations; however, the adaptation strategies should be carefully planned depending on the agricultural management and warming conditions. Core Ideas Wheat phenology was simulated under various farming and warming conditions. Simulations considered various cultivars, sowing dates, and growing environments. The advancement of wheat phenology varied substantially depending on these interactions. Delayed sowing and changing to winter from spring‐type cultivars are effective adaptations. Adaptations should be carefully planned considering these interactions.</description><issn>0002-1962</issn><issn>1435-0645</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kMFOwzAQRC0EEqVw4Qt8Rk3xbuJQH6sKSlElLnCOXMdOXTlO5aSN8ve4hDOnXc3OPo2GkEdgc2AMn2V1wDkyAXBFJpClPGF5xq_JhMVrAiLHW3LXtgfGAEQGEzJsfKeDVJ1tfEsbQ9XJdfYsw4y2TW99RUvZ6RmVvqRVGBXtzzY0vta-o6U1Roe4WencQKWLNNrvtezoca9945pqoCdfRlU5W0cW7WWoI-ae3BjpWv3wN6fk--31a_WebD_Xm9Vymyh8SSGRqAEZUzxlKICD4ZDxNEO1MJJxIzHLlcCFwZSXC65xJxQKzYWUO83yVKdT8jRyVWjaNmhTHEMMEoYCWHEprbiUVvyWFs0wmnvr9PCPs1iuP3D8-QGKWnC-</recordid><startdate>202111</startdate><enddate>202111</enddate><creator>Kawakita, Satoshi</creator><creator>Ishikawa, Naoyuki</creator><creator>Takahashi, Hidehiro</creator><creator>Okuno, Rintaro</creator><creator>Moriya, Kazuyuki</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-3874-3489</orcidid></search><sort><creationdate>202111</creationdate><title>Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming</title><author>Kawakita, Satoshi ; Ishikawa, Naoyuki ; Takahashi, Hidehiro ; Okuno, Rintaro ; Moriya, Kazuyuki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2731-a2e1200c53029151f5145342c8fa05fa246c928f235d85e2b9c29e59aabe063e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kawakita, Satoshi</creatorcontrib><creatorcontrib>Ishikawa, Naoyuki</creatorcontrib><creatorcontrib>Takahashi, Hidehiro</creatorcontrib><creatorcontrib>Okuno, Rintaro</creatorcontrib><creatorcontrib>Moriya, Kazuyuki</creatorcontrib><collection>CrossRef</collection><jtitle>Agronomy journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kawakita, Satoshi</au><au>Ishikawa, Naoyuki</au><au>Takahashi, Hidehiro</au><au>Okuno, Rintaro</au><au>Moriya, Kazuyuki</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming</atitle><jtitle>Agronomy journal</jtitle><date>2021-11</date><risdate>2021</risdate><volume>113</volume><issue>6</issue><spage>4982</spage><epage>4992</epage><pages>4982-4992</pages><issn>0002-1962</issn><eissn>1435-0645</eissn><abstract>Temperature is one of the most influential factors in crop phenology and is projected to increase substantially due to climate change. To adapt to climate change, it is necessary to understand how crops develop depending on cultivar choice, sowing time, and growing environment under various warming conditions. To clarify the influence of these interactions, we investigated 216 combinations of the genotype × environment × management interaction of wheat (Triticum aestivum L.) development. These included nine scenarios of constant and seasonal warming conditions, two cultivar types (spring‐type and winter‐type wheat), six sowing dates, and two cultivation environments (relatively cool or warm area), and the change in wheat heading dates was simulated using sigmoid and exponential function–based models. Simulations of growing conditions 1−5 °C above the average temperature during 1981–2010 resulted in the faster growth of spring‐type cultivars, and the earlier the cultivars were sown, the faster they grew to heading stage. The winter‐type cultivars showed a smaller advancement to heading than the spring‐type cultivars, but the shortening period from sowing to heading became greater when grown in a cooler environment if the temperature significantly increased. In addition, increased temperatures in spring induced the advancement of heading more than similar conditions in winter. Our findings indicated that the advancement of the heading date varied greatly depending on the four‐factor combinations. Delaying sowing time and changing to winter‐type cultivars from spring‐type cultivars were thought to be effective adaptations; however, the adaptation strategies should be carefully planned depending on the agricultural management and warming conditions. Core Ideas Wheat phenology was simulated under various farming and warming conditions. Simulations considered various cultivars, sowing dates, and growing environments. The advancement of wheat phenology varied substantially depending on these interactions. Delayed sowing and changing to winter from spring‐type cultivars are effective adaptations. Adaptations should be carefully planned considering these interactions.</abstract><doi>10.1002/agj2.20911</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-3874-3489</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0002-1962
ispartof Agronomy journal, 2021-11, Vol.113 (6), p.4982-4992
issn 0002-1962
1435-0645
language eng
recordid cdi_crossref_primary_10_1002_agj2_20911
source Wiley Online Library Journals Frontfile Complete
title Interactions of cultivar, sowing date, and growing environment differentially alter wheat phenology under climate warming
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T15%3A33%3A44IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-wiley_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Interactions%20of%20cultivar,%20sowing%20date,%20and%20growing%20environment%20differentially%20alter%20wheat%20phenology%20under%20climate%20warming&rft.jtitle=Agronomy%20journal&rft.au=Kawakita,%20Satoshi&rft.date=2021-11&rft.volume=113&rft.issue=6&rft.spage=4982&rft.epage=4992&rft.pages=4982-4992&rft.issn=0002-1962&rft.eissn=1435-0645&rft_id=info:doi/10.1002/agj2.20911&rft_dat=%3Cwiley_cross%3EAGJ220911%3C/wiley_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true