Adaptation of crop production to climate change by crop substitution

Research on the impact of climate change on agricultural production has mainly focused on the effect of climate and its variability on individual crops, while the potential for adapting to climate change through crop substitution has received less attention. This is surprising because the proportion...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Mitigation and adaptation strategies for global change 2015-10, Vol.20 (7), p.1155-1174
Hauptverfasser: Eyshi Rezaei, E., Gaiser, T., Siebert, S., Ewert, F.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1174
container_issue 7
container_start_page 1155
container_title Mitigation and adaptation strategies for global change
container_volume 20
creator Eyshi Rezaei, E.
Gaiser, T.
Siebert, S.
Ewert, F.
description Research on the impact of climate change on agricultural production has mainly focused on the effect of climate and its variability on individual crops, while the potential for adapting to climate change through crop substitution has received less attention. This is surprising because the proportions of individual crops in the total crop area have changed considerably over periods of time much shorter than those typically investigated in climate change studies. The flexibility of farmers to adapt to changing socioeconomic and environmental conditions by changing crop type may therefore also represent an alternative option to adapt to climate change. The objective of this case study was to investigate the potential of crop substitution as an adaptation strategy to climate change. We compared biomass yield and water use efficiency (WUE) of maize ( Zea mays L) and pearl millet ( Pennisetum americanum L.) grown in the semi-arid northeast of Iran for fodder production under present and potential future climatic conditions. Climate change projections for the baseline period 1970–2005 and two future time periods (2011–2030 and 2080–2099) from two emission scenarios (A2 and B1) and four general circulation models were downscaled to daily time steps using the Long Ashton Research Station-Weather Generator (LARS-WG5). Above-ground biomass was simulated for seven research sites with the Decision Support System for Agrotechnology Transfer (DSSAT 4.5) model which was calibrated and tested with independent experimental data from different field experiments in the region. The analysis of observations across all study locations showed an inverse relationship between temperature and biomass yield for both pearl millet and maize. Biomass yield was most sensitive to the duration of the phenological phase from floral initiation to end of leaf growth. For this phase we also found the highest negative correlation between mean temperature and biomass yield, which was more pronounced for pearl millet than for maize. This relationship was well reproduced by the crop model, justifying its use for the assessment. Due to the higher sensitivity of pearl millet to temperature increase, simulations suggest that the maximum benefit of crop substitution for biomass yield and WUE is to be gained for present-day conditions and would decline under future warming. The simulated increase in biomass yield due to substitution of maize by pearl millet was nevertheless larger than the yield decrea
doi_str_mv 10.1007/s11027-013-9528-1
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1746528168</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1722183222</sourcerecordid><originalsourceid>FETCH-LOGICAL-c561t-17d5417abe4a97cf53e8af78b8d56a7e1cef6d2c2da9087b23e8d40cca3a1a973</originalsourceid><addsrcrecordid>eNqNkUFPxCAUhInRxHX1B3hr4sULyoNS6HGzumqyiRc9EwpUu-mWWuhh_73UejAmJp4g8M3kzRuELoHcACHiNgAQKjABhktOJYYjtAAuGAZeFsfpziRgymRxis5C2BFCGHBYoLuV1X3UsfFd5uvMDL7P-sHb0Xw9RZ-Zttnr6DLzrrs3l1WHGQpjFWITxwk7Rye1boO7-D6X6HVz_7J-xNvnh6f1aosNLyBiEJbnIHTlcl0KU3PmpK6FrKTlhRYOjKsLSw21uiRSVDT925wYo5mGpGBLdD37pgk_Rhei2jfBuLbVnfNjUCDyIoWHQv4DpRQko5Qm9OoXuvPj0KUgiQJKBS9hMoSZSulDGFyt-iEtZjgoIGqqQM0VqFSBmipQkDR01oTEpuUNP5z_FH0CCkuIjg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1712275918</pqid></control><display><type>article</type><title>Adaptation of crop production to climate change by crop substitution</title><source>Springer Nature - Complete Springer Journals</source><creator>Eyshi Rezaei, E. ; Gaiser, T. ; Siebert, S. ; Ewert, F.</creator><creatorcontrib>Eyshi Rezaei, E. ; Gaiser, T. ; Siebert, S. ; Ewert, F.</creatorcontrib><description>Research on the impact of climate change on agricultural production has mainly focused on the effect of climate and its variability on individual crops, while the potential for adapting to climate change through crop substitution has received less attention. This is surprising because the proportions of individual crops in the total crop area have changed considerably over periods of time much shorter than those typically investigated in climate change studies. The flexibility of farmers to adapt to changing socioeconomic and environmental conditions by changing crop type may therefore also represent an alternative option to adapt to climate change. The objective of this case study was to investigate the potential of crop substitution as an adaptation strategy to climate change. We compared biomass yield and water use efficiency (WUE) of maize ( Zea mays L) and pearl millet ( Pennisetum americanum L.) grown in the semi-arid northeast of Iran for fodder production under present and potential future climatic conditions. Climate change projections for the baseline period 1970–2005 and two future time periods (2011–2030 and 2080–2099) from two emission scenarios (A2 and B1) and four general circulation models were downscaled to daily time steps using the Long Ashton Research Station-Weather Generator (LARS-WG5). Above-ground biomass was simulated for seven research sites with the Decision Support System for Agrotechnology Transfer (DSSAT 4.5) model which was calibrated and tested with independent experimental data from different field experiments in the region. The analysis of observations across all study locations showed an inverse relationship between temperature and biomass yield for both pearl millet and maize. Biomass yield was most sensitive to the duration of the phenological phase from floral initiation to end of leaf growth. For this phase we also found the highest negative correlation between mean temperature and biomass yield, which was more pronounced for pearl millet than for maize. This relationship was well reproduced by the crop model, justifying its use for the assessment. Due to the higher sensitivity of pearl millet to temperature increase, simulations suggest that the maximum benefit of crop substitution for biomass yield and WUE is to be gained for present-day conditions and would decline under future warming. The simulated increase in biomass yield due to substitution of maize by pearl millet was nevertheless larger than the yield decrease from potential climate change. Therefore, substituting maize by pearl millet should be considered as a measure for increasing fodder production in the investigated region. Differences in yields of crops that may substitute for each other because of similar use have been shown for other regions under current and potential future climatic conditions as well, so that we suggest that our findings are of general importance for climate change research. More research is required to quantify the effects for other crop combinations, regions, and interactions with other adaptation measures.</description><identifier>ISSN: 1381-2386</identifier><identifier>EISSN: 1573-1596</identifier><identifier>DOI: 10.1007/s11027-013-9528-1</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>aboveground biomass ; Adaptation ; Agricultural production ; Agriculture ; Atmospheric Sciences ; Barley ; Biomass ; case studies ; Cenchrus americanus ; Climate adaptation ; Climate change ; Climate Change Management and Policy ; Climate change research ; Climate effects ; Climate studies ; Climatic conditions ; climatic factors ; Corn ; crop models ; Crop production ; Crop yield ; Crops ; decision support systems ; Earth and Environmental Science ; Earth Sciences ; Environmental conditions ; Environmental impact ; Environmental Management ; farmers ; field experimentation ; Field tests ; flowering ; Fodder ; Forage ; General Circulation Models ; Greenhouse effect ; Iran ; leaves ; Millet ; Original Article ; Pennisetum americanum ; Productivity ; Temperature ; Water use ; Water use efficiency ; Wheat ; Zea mays</subject><ispartof>Mitigation and adaptation strategies for global change, 2015-10, Vol.20 (7), p.1155-1174</ispartof><rights>Springer Science+Business Media Dordrecht 2013</rights><rights>Springer Science+Business Media Dordrecht 2015</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c561t-17d5417abe4a97cf53e8af78b8d56a7e1cef6d2c2da9087b23e8d40cca3a1a973</citedby><cites>FETCH-LOGICAL-c561t-17d5417abe4a97cf53e8af78b8d56a7e1cef6d2c2da9087b23e8d40cca3a1a973</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11027-013-9528-1$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11027-013-9528-1$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Eyshi Rezaei, E.</creatorcontrib><creatorcontrib>Gaiser, T.</creatorcontrib><creatorcontrib>Siebert, S.</creatorcontrib><creatorcontrib>Ewert, F.</creatorcontrib><title>Adaptation of crop production to climate change by crop substitution</title><title>Mitigation and adaptation strategies for global change</title><addtitle>Mitig Adapt Strateg Glob Change</addtitle><description>Research on the impact of climate change on agricultural production has mainly focused on the effect of climate and its variability on individual crops, while the potential for adapting to climate change through crop substitution has received less attention. This is surprising because the proportions of individual crops in the total crop area have changed considerably over periods of time much shorter than those typically investigated in climate change studies. The flexibility of farmers to adapt to changing socioeconomic and environmental conditions by changing crop type may therefore also represent an alternative option to adapt to climate change. The objective of this case study was to investigate the potential of crop substitution as an adaptation strategy to climate change. We compared biomass yield and water use efficiency (WUE) of maize ( Zea mays L) and pearl millet ( Pennisetum americanum L.) grown in the semi-arid northeast of Iran for fodder production under present and potential future climatic conditions. Climate change projections for the baseline period 1970–2005 and two future time periods (2011–2030 and 2080–2099) from two emission scenarios (A2 and B1) and four general circulation models were downscaled to daily time steps using the Long Ashton Research Station-Weather Generator (LARS-WG5). Above-ground biomass was simulated for seven research sites with the Decision Support System for Agrotechnology Transfer (DSSAT 4.5) model which was calibrated and tested with independent experimental data from different field experiments in the region. The analysis of observations across all study locations showed an inverse relationship between temperature and biomass yield for both pearl millet and maize. Biomass yield was most sensitive to the duration of the phenological phase from floral initiation to end of leaf growth. For this phase we also found the highest negative correlation between mean temperature and biomass yield, which was more pronounced for pearl millet than for maize. This relationship was well reproduced by the crop model, justifying its use for the assessment. Due to the higher sensitivity of pearl millet to temperature increase, simulations suggest that the maximum benefit of crop substitution for biomass yield and WUE is to be gained for present-day conditions and would decline under future warming. The simulated increase in biomass yield due to substitution of maize by pearl millet was nevertheless larger than the yield decrease from potential climate change. Therefore, substituting maize by pearl millet should be considered as a measure for increasing fodder production in the investigated region. Differences in yields of crops that may substitute for each other because of similar use have been shown for other regions under current and potential future climatic conditions as well, so that we suggest that our findings are of general importance for climate change research. More research is required to quantify the effects for other crop combinations, regions, and interactions with other adaptation measures.</description><subject>aboveground biomass</subject><subject>Adaptation</subject><subject>Agricultural production</subject><subject>Agriculture</subject><subject>Atmospheric Sciences</subject><subject>Barley</subject><subject>Biomass</subject><subject>case studies</subject><subject>Cenchrus americanus</subject><subject>Climate adaptation</subject><subject>Climate change</subject><subject>Climate Change Management and Policy</subject><subject>Climate change research</subject><subject>Climate effects</subject><subject>Climate studies</subject><subject>Climatic conditions</subject><subject>climatic factors</subject><subject>Corn</subject><subject>crop models</subject><subject>Crop production</subject><subject>Crop yield</subject><subject>Crops</subject><subject>decision support systems</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Environmental conditions</subject><subject>Environmental impact</subject><subject>Environmental Management</subject><subject>farmers</subject><subject>field experimentation</subject><subject>Field tests</subject><subject>flowering</subject><subject>Fodder</subject><subject>Forage</subject><subject>General Circulation Models</subject><subject>Greenhouse effect</subject><subject>Iran</subject><subject>leaves</subject><subject>Millet</subject><subject>Original Article</subject><subject>Pennisetum americanum</subject><subject>Productivity</subject><subject>Temperature</subject><subject>Water use</subject><subject>Water use efficiency</subject><subject>Wheat</subject><subject>Zea mays</subject><issn>1381-2386</issn><issn>1573-1596</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNqNkUFPxCAUhInRxHX1B3hr4sULyoNS6HGzumqyiRc9EwpUu-mWWuhh_73UejAmJp4g8M3kzRuELoHcACHiNgAQKjABhktOJYYjtAAuGAZeFsfpziRgymRxis5C2BFCGHBYoLuV1X3UsfFd5uvMDL7P-sHb0Xw9RZ-Zttnr6DLzrrs3l1WHGQpjFWITxwk7Rye1boO7-D6X6HVz_7J-xNvnh6f1aosNLyBiEJbnIHTlcl0KU3PmpK6FrKTlhRYOjKsLSw21uiRSVDT925wYo5mGpGBLdD37pgk_Rhei2jfBuLbVnfNjUCDyIoWHQv4DpRQko5Qm9OoXuvPj0KUgiQJKBS9hMoSZSulDGFyt-iEtZjgoIGqqQM0VqFSBmipQkDR01oTEpuUNP5z_FH0CCkuIjg</recordid><startdate>20151001</startdate><enddate>20151001</enddate><creator>Eyshi Rezaei, E.</creator><creator>Gaiser, T.</creator><creator>Siebert, S.</creator><creator>Ewert, F.</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7ST</scope><scope>7UA</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>88I</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>H97</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>L.-</scope><scope>L.G</scope><scope>M0C</scope><scope>M2P</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PKEHL</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><scope>SOI</scope><scope>7TG</scope><scope>7U6</scope><scope>KL.</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20151001</creationdate><title>Adaptation of crop production to climate change by crop substitution</title><author>Eyshi Rezaei, E. ; Gaiser, T. ; Siebert, S. ; Ewert, F.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c561t-17d5417abe4a97cf53e8af78b8d56a7e1cef6d2c2da9087b23e8d40cca3a1a973</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>aboveground biomass</topic><topic>Adaptation</topic><topic>Agricultural production</topic><topic>Agriculture</topic><topic>Atmospheric Sciences</topic><topic>Barley</topic><topic>Biomass</topic><topic>case studies</topic><topic>Cenchrus americanus</topic><topic>Climate adaptation</topic><topic>Climate change</topic><topic>Climate Change Management and Policy</topic><topic>Climate change research</topic><topic>Climate effects</topic><topic>Climate studies</topic><topic>Climatic conditions</topic><topic>climatic factors</topic><topic>Corn</topic><topic>crop models</topic><topic>Crop production</topic><topic>Crop yield</topic><topic>Crops</topic><topic>decision support systems</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Environmental conditions</topic><topic>Environmental impact</topic><topic>Environmental Management</topic><topic>farmers</topic><topic>field experimentation</topic><topic>Field tests</topic><topic>flowering</topic><topic>Fodder</topic><topic>Forage</topic><topic>General Circulation Models</topic><topic>Greenhouse effect</topic><topic>Iran</topic><topic>leaves</topic><topic>Millet</topic><topic>Original Article</topic><topic>Pennisetum americanum</topic><topic>Productivity</topic><topic>Temperature</topic><topic>Water use</topic><topic>Water use efficiency</topic><topic>Wheat</topic><topic>Zea mays</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Eyshi Rezaei, E.</creatorcontrib><creatorcontrib>Gaiser, T.</creatorcontrib><creatorcontrib>Siebert, S.</creatorcontrib><creatorcontrib>Ewert, F.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Environment Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric &amp; Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Business Premium Collection (Alumni)</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 3: Aquatic Pollution &amp; Environmental Quality</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ABI/INFORM Professional Advanced</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><collection>ABI/INFORM Global</collection><collection>Science Database</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric &amp; Aquatic Science Database</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><collection>Environment Abstracts</collection><collection>Meteorological &amp; Geoastrophysical Abstracts</collection><collection>Sustainability Science Abstracts</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Mitigation and adaptation strategies for global change</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Eyshi Rezaei, E.</au><au>Gaiser, T.</au><au>Siebert, S.</au><au>Ewert, F.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adaptation of crop production to climate change by crop substitution</atitle><jtitle>Mitigation and adaptation strategies for global change</jtitle><stitle>Mitig Adapt Strateg Glob Change</stitle><date>2015-10-01</date><risdate>2015</risdate><volume>20</volume><issue>7</issue><spage>1155</spage><epage>1174</epage><pages>1155-1174</pages><issn>1381-2386</issn><eissn>1573-1596</eissn><abstract>Research on the impact of climate change on agricultural production has mainly focused on the effect of climate and its variability on individual crops, while the potential for adapting to climate change through crop substitution has received less attention. This is surprising because the proportions of individual crops in the total crop area have changed considerably over periods of time much shorter than those typically investigated in climate change studies. The flexibility of farmers to adapt to changing socioeconomic and environmental conditions by changing crop type may therefore also represent an alternative option to adapt to climate change. The objective of this case study was to investigate the potential of crop substitution as an adaptation strategy to climate change. We compared biomass yield and water use efficiency (WUE) of maize ( Zea mays L) and pearl millet ( Pennisetum americanum L.) grown in the semi-arid northeast of Iran for fodder production under present and potential future climatic conditions. Climate change projections for the baseline period 1970–2005 and two future time periods (2011–2030 and 2080–2099) from two emission scenarios (A2 and B1) and four general circulation models were downscaled to daily time steps using the Long Ashton Research Station-Weather Generator (LARS-WG5). Above-ground biomass was simulated for seven research sites with the Decision Support System for Agrotechnology Transfer (DSSAT 4.5) model which was calibrated and tested with independent experimental data from different field experiments in the region. The analysis of observations across all study locations showed an inverse relationship between temperature and biomass yield for both pearl millet and maize. Biomass yield was most sensitive to the duration of the phenological phase from floral initiation to end of leaf growth. For this phase we also found the highest negative correlation between mean temperature and biomass yield, which was more pronounced for pearl millet than for maize. This relationship was well reproduced by the crop model, justifying its use for the assessment. Due to the higher sensitivity of pearl millet to temperature increase, simulations suggest that the maximum benefit of crop substitution for biomass yield and WUE is to be gained for present-day conditions and would decline under future warming. The simulated increase in biomass yield due to substitution of maize by pearl millet was nevertheless larger than the yield decrease from potential climate change. Therefore, substituting maize by pearl millet should be considered as a measure for increasing fodder production in the investigated region. Differences in yields of crops that may substitute for each other because of similar use have been shown for other regions under current and potential future climatic conditions as well, so that we suggest that our findings are of general importance for climate change research. More research is required to quantify the effects for other crop combinations, regions, and interactions with other adaptation measures.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><doi>10.1007/s11027-013-9528-1</doi><tpages>20</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1381-2386
ispartof Mitigation and adaptation strategies for global change, 2015-10, Vol.20 (7), p.1155-1174
issn 1381-2386
1573-1596
language eng
recordid cdi_proquest_miscellaneous_1746528168
source Springer Nature - Complete Springer Journals
subjects aboveground biomass
Adaptation
Agricultural production
Agriculture
Atmospheric Sciences
Barley
Biomass
case studies
Cenchrus americanus
Climate adaptation
Climate change
Climate Change Management and Policy
Climate change research
Climate effects
Climate studies
Climatic conditions
climatic factors
Corn
crop models
Crop production
Crop yield
Crops
decision support systems
Earth and Environmental Science
Earth Sciences
Environmental conditions
Environmental impact
Environmental Management
farmers
field experimentation
Field tests
flowering
Fodder
Forage
General Circulation Models
Greenhouse effect
Iran
leaves
Millet
Original Article
Pennisetum americanum
Productivity
Temperature
Water use
Water use efficiency
Wheat
Zea mays
title Adaptation of crop production to climate change by crop substitution
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-21T20%3A16%3A13IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Adaptation%20of%20crop%20production%20to%20climate%20change%20by%20crop%20substitution&rft.jtitle=Mitigation%20and%20adaptation%20strategies%20for%20global%20change&rft.au=Eyshi%20Rezaei,%20E.&rft.date=2015-10-01&rft.volume=20&rft.issue=7&rft.spage=1155&rft.epage=1174&rft.pages=1155-1174&rft.issn=1381-2386&rft.eissn=1573-1596&rft_id=info:doi/10.1007/s11027-013-9528-1&rft_dat=%3Cproquest_cross%3E1722183222%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1712275918&rft_id=info:pmid/&rfr_iscdi=true