Modelling Germination Rate and Cardinal Temperatures of Seven Mediterranean Crops
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , |
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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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 |
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1799136626691014656 |