Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops

Detalhes bibliográficos
Autor(a) principal: Andrade, José
Data de Publicação: 2018
Outros Autores: Cadima, Jorge, Abreu, Francisco
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10174/23927
https://doi.org/10.1080/15427528.2018.1542362
Resumo: Understanding the relationship between germination rate and temperature is crucial in predicting crop establishment. Piecewise-linear (broken-stick) functions have been suggested to model this relationship. The aim of this paper was to assess how previously suggested triangular-shaped (TS) and plateau-shaped (PS) models performed for seven common Mediterranean crops: pea (Pisum sativum L.), lupine (Lupinus luteus L.), chickpea (Cicer arietinum L.), broad bean (Vicia faba L.), sunflower (Helianthus annuus L.), corn (Zea mays L.), and sorghum (Sorghum vulgare L.). Experiments were performed using a thermogradient plate, with temperatures monitored by Cu-CuNi thermocouples. Five temperature ranges, suitable to the thermal responses of each crop, were used. The TS and PS models were fitted to the resulting time to germination vs. mean temperature datasets. The choice of temperature ranges (sub- and supraoptimal in both the TS and the PS models, and an additional intermediate optimal range in the PS model) considered all possible partitions of the data points. The partition that provided the best fit was chosen. The germination rate-temperature relationship was well described by both models. The choice of model affected estimates of cardinal temperatures, thermal times, and maximum rates of germination. Differences were especially noticeable for the heavier-seed crops (broad bean, chickpea, and corn), encouraging the widespread use of the PS model to simulate these relationships. Although slightly more complex than the triangular model, the plateau-shaped model provided a range of optimal temperatures, which has practical advantages from the farmers’ point of view, enabling them to assess the impact of foreseeable weather fluctuations.
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spelling Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean CropsTrinagular-shaped modelPlateau-shaped modelgermination temperatureMediterranean agriculturethermal timeUnderstanding the relationship between germination rate and temperature is crucial in predicting crop establishment. Piecewise-linear (broken-stick) functions have been suggested to model this relationship. The aim of this paper was to assess how previously suggested triangular-shaped (TS) and plateau-shaped (PS) models performed for seven common Mediterranean crops: pea (Pisum sativum L.), lupine (Lupinus luteus L.), chickpea (Cicer arietinum L.), broad bean (Vicia faba L.), sunflower (Helianthus annuus L.), corn (Zea mays L.), and sorghum (Sorghum vulgare L.). Experiments were performed using a thermogradient plate, with temperatures monitored by Cu-CuNi thermocouples. Five temperature ranges, suitable to the thermal responses of each crop, were used. The TS and PS models were fitted to the resulting time to germination vs. mean temperature datasets. The choice of temperature ranges (sub- and supraoptimal in both the TS and the PS models, and an additional intermediate optimal range in the PS model) considered all possible partitions of the data points. The partition that provided the best fit was chosen. The germination rate-temperature relationship was well described by both models. The choice of model affected estimates of cardinal temperatures, thermal times, and maximum rates of germination. Differences were especially noticeable for the heavier-seed crops (broad bean, chickpea, and corn), encouraging the widespread use of the PS model to simulate these relationships. Although slightly more complex than the triangular model, the plateau-shaped model provided a range of optimal temperatures, which has practical advantages from the farmers’ point of view, enabling them to assess the impact of foreseeable weather fluctuations.Journal of Crop Improvement2019-01-09T12:00:20Z2019-01-092018-11-08T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10174/23927http://hdl.handle.net/10174/23927https://doi.org/10.1080/15427528.2018.1542362porJosé A. Andrade, Jorge Cadima & Francisco M. Abreu (2018) Modeling germination rate and cardinal temperatures of seven mediterranean crops, Journal of Crop Improvement, 32:6, 878-902, DOI: 10.1080/15427528.2018.1542362https://www.tandfonline.com/doi/full/10.1080/15427528.2018.1542362?scroll=top&needAccess=truezalex60@gmail.comfcadima@isa.utl.ptfgabreu@isa.utl.pt585Andrade, JoséCadima, JorgeAbreu, Franciscoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-03T19:16:00Zoai:dspace.uevora.pt:10174/23927Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:14:28.294409Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
title Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
spellingShingle Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
Andrade, José
Trinagular-shaped model
Plateau-shaped model
germination temperature
Mediterranean agriculture
thermal time
title_short Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
title_full Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
title_fullStr Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
title_full_unstemmed Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
title_sort Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
author Andrade, José
author_facet Andrade, José
Cadima, Jorge
Abreu, Francisco
author_role author
author2 Cadima, Jorge
Abreu, Francisco
author2_role author
author
dc.contributor.author.fl_str_mv Andrade, José
Cadima, Jorge
Abreu, Francisco
dc.subject.por.fl_str_mv Trinagular-shaped model
Plateau-shaped model
germination temperature
Mediterranean agriculture
thermal time
topic Trinagular-shaped model
Plateau-shaped model
germination temperature
Mediterranean agriculture
thermal time
description Understanding the relationship between germination rate and temperature is crucial in predicting crop establishment. Piecewise-linear (broken-stick) functions have been suggested to model this relationship. The aim of this paper was to assess how previously suggested triangular-shaped (TS) and plateau-shaped (PS) models performed for seven common Mediterranean crops: pea (Pisum sativum L.), lupine (Lupinus luteus L.), chickpea (Cicer arietinum L.), broad bean (Vicia faba L.), sunflower (Helianthus annuus L.), corn (Zea mays L.), and sorghum (Sorghum vulgare L.). Experiments were performed using a thermogradient plate, with temperatures monitored by Cu-CuNi thermocouples. Five temperature ranges, suitable to the thermal responses of each crop, were used. The TS and PS models were fitted to the resulting time to germination vs. mean temperature datasets. The choice of temperature ranges (sub- and supraoptimal in both the TS and the PS models, and an additional intermediate optimal range in the PS model) considered all possible partitions of the data points. The partition that provided the best fit was chosen. The germination rate-temperature relationship was well described by both models. The choice of model affected estimates of cardinal temperatures, thermal times, and maximum rates of germination. Differences were especially noticeable for the heavier-seed crops (broad bean, chickpea, and corn), encouraging the widespread use of the PS model to simulate these relationships. Although slightly more complex than the triangular model, the plateau-shaped model provided a range of optimal temperatures, which has practical advantages from the farmers’ point of view, enabling them to assess the impact of foreseeable weather fluctuations.
publishDate 2018
dc.date.none.fl_str_mv 2018-11-08T00:00:00Z
2019-01-09T12:00:20Z
2019-01-09
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10174/23927
http://hdl.handle.net/10174/23927
https://doi.org/10.1080/15427528.2018.1542362
url http://hdl.handle.net/10174/23927
https://doi.org/10.1080/15427528.2018.1542362
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv José A. Andrade, Jorge Cadima & Francisco M. Abreu (2018) Modeling germination rate and cardinal temperatures of seven mediterranean crops, Journal of Crop Improvement, 32:6, 878-902, DOI: 10.1080/15427528.2018.1542362
https://www.tandfonline.com/doi/full/10.1080/15427528.2018.1542362?scroll=top&needAccess=true
zalex60@gmail.com
fcadima@isa.utl.pt
fgabreu@isa.utl.pt
585
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Journal of Crop Improvement
publisher.none.fl_str_mv Journal of Crop Improvement
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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