Simulação da produtividade de tubérculos de batata em cenários de mudança climática

Detalhes bibliográficos
Autor(a) principal: Fagundes, Joelma Dutra
Data de Publicação: 2010
Tipo de documento: Tese
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/3191
Resumo: Potato (Solanum tuberosum L.), Solanaceae, is ranked fourth in food amount production, exceeded only by wheat, rice and corn. Brazil has potential in climate and soil for growing potatoes, but with a growing concern of society with possible changes in global and regional climate because of anthropogenic increase in greenhouse gases, this crop may be affected in the future. This study had the following objectives: to calibrate for Santa Maria and evaluate simulation models of potato tuber yield for Santa Maria (subtropical climate and São Joaquim (temperate climate), and evaluate the potato tuber yield in scenarios with increasing concentration of carbon dioxide and temperature in Santa Maria, RS, in different sowing dates, considering symmetric and asymmetric increase in minimum and maximum daily air temperature. We evaluated six simulation models of potato tuber yield and the statistics used to evaluate the performance of the models was the root mean square error (RQME). In order to evaluate the effect of climate change on potato tuber yield, one of the six evaluated models (SPITTERS, 1987) was used. Seven climate scenarios (0ºC, 1ºC, 2ºC, 3ºC, 4ºC, 5ºC to 6ºC) for the next 100 years were generated with the Weather Generator LARS-WG using as base series observed meteorological data from 1969 to 2003 in Santa Maria, RS. Potato tuber yield was simulated throughout the 100-year period of each climate scenario in several planting dates for the Spring and Fall growing seasons. Models with the original coefficients showed similar performance in the simulation of tuber yield in Santa Maria and São Joaquin. The models of Hartz; Moore, Johnson, and Pereira simulated better the potato tuber yield. After calibration, the Sands. model was the one that best predicted the potato tuber yield, followed by the models of Pereira and MacKerron; Waister. For the Spring growing season, a symmetrical increase in temperature of 4ºC and an asymmetrical increase of 5ºC offset the beneficial effect of increasing concentration of carbon dioxide. For the Fall growing season, the increase in temperature affected little the potato tuber yield. An anticipation of 14 days in the emergence date in the Spring growing season and a delay of seven days in emergence date in the Fall growing season decrease the negative impact of increased air temperature on the tuber yield of potato grown in Santa Maria, RS.
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spelling 2017-05-092017-05-092010-02-25FAGUNDES, Joelma Dutra. Simulating potato tuber yield in climate change scenarios. 2010. 104 f. Tese (Doutorado em Agronomia) - Universidade Federal de Santa Maria, Santa Maria, 2010.http://repositorio.ufsm.br/handle/1/3191Potato (Solanum tuberosum L.), Solanaceae, is ranked fourth in food amount production, exceeded only by wheat, rice and corn. Brazil has potential in climate and soil for growing potatoes, but with a growing concern of society with possible changes in global and regional climate because of anthropogenic increase in greenhouse gases, this crop may be affected in the future. This study had the following objectives: to calibrate for Santa Maria and evaluate simulation models of potato tuber yield for Santa Maria (subtropical climate and São Joaquim (temperate climate), and evaluate the potato tuber yield in scenarios with increasing concentration of carbon dioxide and temperature in Santa Maria, RS, in different sowing dates, considering symmetric and asymmetric increase in minimum and maximum daily air temperature. We evaluated six simulation models of potato tuber yield and the statistics used to evaluate the performance of the models was the root mean square error (RQME). In order to evaluate the effect of climate change on potato tuber yield, one of the six evaluated models (SPITTERS, 1987) was used. Seven climate scenarios (0ºC, 1ºC, 2ºC, 3ºC, 4ºC, 5ºC to 6ºC) for the next 100 years were generated with the Weather Generator LARS-WG using as base series observed meteorological data from 1969 to 2003 in Santa Maria, RS. Potato tuber yield was simulated throughout the 100-year period of each climate scenario in several planting dates for the Spring and Fall growing seasons. Models with the original coefficients showed similar performance in the simulation of tuber yield in Santa Maria and São Joaquin. The models of Hartz; Moore, Johnson, and Pereira simulated better the potato tuber yield. After calibration, the Sands. model was the one that best predicted the potato tuber yield, followed by the models of Pereira and MacKerron; Waister. For the Spring growing season, a symmetrical increase in temperature of 4ºC and an asymmetrical increase of 5ºC offset the beneficial effect of increasing concentration of carbon dioxide. For the Fall growing season, the increase in temperature affected little the potato tuber yield. An anticipation of 14 days in the emergence date in the Spring growing season and a delay of seven days in emergence date in the Fall growing season decrease the negative impact of increased air temperature on the tuber yield of potato grown in Santa Maria, RS.A batata (Solanum tuberosum L.), família Solanaceae, ocupa o quarto lugar em quantidade de produção de alimentos, sendo superada apenas pelo trigo, arroz e milho. O Brasil possui elevado potencial edafoclimático para o cultivo da batata, mas devido às possíveis mudanças no clima global e regional esta cultura poderá ser afetada no futuro. Esta tese teve como objetivos: calibrar para Santa Maria-RS e avaliar modelos de simulação da produtividade de tubérculos de batata em Santa Maria-RS (clima subtropical) e São Joaquim-SC (clima temperado) e avaliar a produtividade de tubérculos de batata em cenários com aumento da concentração de dióxido de carbono e da temperatura em Santa Maria, RS, em diferentes datas de plantio, considerando aumento simétrico e assimétrico na temperatura mínima e máxima diária do ar. Foram avaliados seis modelos de simulação da produtividade de tubérculos de batata e a estatística utilizada para avaliar o desempenho dos modelos foi a da raiz do quadrado médio do erro (RQME). Para verificar o efeito da mudança climática na produtividade de tubérculos de batata foi utilizado um dos modelos avaliados (SPITTERS, 1987). Sete cenários climáticos (0ºC, 1ºC, 2ºC, 3ºC, 4ºC, 5ºC e 6ºC) para os próximos 100 anos foram gerados com o aplicativo computacional Weather Generator LARS-WG usando-se como base a série de dados meteorológicos observados de 1969 a 2003 em Santa Maria, RS. A produtividade de tubérculos de batata foi simulada ao longo dos 100 anos de cada cenário climático em várias datas de plantio no cultivo de primavera e no cultivo de outono. Os modelos com os coeficientes originais apresentaram desempenho semelhante na simulação da produtividade de tubérculos de batata em Santa Maria e São Joaquim. Os modelos que melhor simulam a produtividade de tubérculos de batata são os modelos de Hartz; Moore, Johnson e Pereira. Após a calibração dos modelos por ajuste dos coeficientes, o modelo de Sands é o que melhor prediz a produtividade de tubérculos de batata, seguido pelos modelos de Pereira e MacKerron; Waister. Para os cultivos de primavera, um aumento simétrico na temperatura do ar a partir de 4ºC e assimétrico a partir de 5ºC (temperatura mínima 6ºC e temperatura máxima 4ºC) anulou o efeito benéfico do aumento da concentração de dióxido de carbono. Para os cultivos de outono, o aumento da temperatura do ar praticamente não afeta a produtividade de tubérculos de batata. A antecipação de 14 dias na data de emergência no cultivo de primavera e o atraso de sete dias na data de emergência no cultivo de outono diminui o impacto negativo do aumento da temperatura do ar na produtividade de tubérculos de batata em Santa Maria, RS.application/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em AgronomiaUFSMBRAgronomiaAquecimento globalPrevisão climáticaSegurança alimentarSolanum tuberosum L.Global warmingClimate predictionFood securitySolanum tuberosum L.CNPQ::CIENCIAS AGRARIAS::AGRONOMIASimulação da produtividade de tubérculos de batata em cenários de mudança climáticaSimulating potato tuber yield in climate change scenariosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisStreck, Nereu Augustohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4721150P1Heldwein, Arno Bernardohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788078U3Medeiros, Sandro Luis Petterhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4784158A8Streck, Lucianohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4794800T6Dalmago, Genei Antoniohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4795371Y6http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4130355T6Fagundes, Joelma Dutra5001000000094003003003003003003003b01ed40-f2a9-4cc8-9109-59e6f482b05ddd5f6cee-1802-437a-b19f-3912ebfb51109a4eada9-2d44-42ce-8d75-16ec472d60054b569ec4-ef48-442a-84ee-9056d96aeff4e305ec61-3310-4c4e-8ebd-44b55f44245140c0f4e7-3dcd-4330-8987-854ed73ff047info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALFAGUNDES, JOELMA DUTRA.pdfapplication/pdf1209879http://repositorio.ufsm.br/bitstream/1/3191/1/FAGUNDES%2c%20JOELMA%20DUTRA.pdf3e875d38521e59eba6b98c4810c64172MD51TEXTFAGUNDES, JOELMA DUTRA.pdf.txtFAGUNDES, JOELMA DUTRA.pdf.txtExtracted texttext/plain167472http://repositorio.ufsm.br/bitstream/1/3191/2/FAGUNDES%2c%20JOELMA%20DUTRA.pdf.txt9a56778df6ddd9238f0eaafdefa25c70MD52THUMBNAILFAGUNDES, JOELMA DUTRA.pdf.jpgFAGUNDES, JOELMA DUTRA.pdf.jpgIM Thumbnailimage/jpeg4590http://repositorio.ufsm.br/bitstream/1/3191/3/FAGUNDES%2c%20JOELMA%20DUTRA.pdf.jpg61f550a3fcc943e5e6e9252afe31ad9dMD531/31912017-07-25 10:53:08.492oai:repositorio.ufsm.br:1/3191Repositório Institucionalhttp://repositorio.ufsm.br/PUBhttp://repositorio.ufsm.br/oai/requestopendoar:39132017-07-25T13:53:08Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Simulação da produtividade de tubérculos de batata em cenários de mudança climática
dc.title.alternative.eng.fl_str_mv Simulating potato tuber yield in climate change scenarios
title Simulação da produtividade de tubérculos de batata em cenários de mudança climática
spellingShingle Simulação da produtividade de tubérculos de batata em cenários de mudança climática
Fagundes, Joelma Dutra
Aquecimento global
Previsão climática
Segurança alimentar
Solanum tuberosum L.
Global warming
Climate prediction
Food security
Solanum tuberosum L.
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
title_short Simulação da produtividade de tubérculos de batata em cenários de mudança climática
title_full Simulação da produtividade de tubérculos de batata em cenários de mudança climática
title_fullStr Simulação da produtividade de tubérculos de batata em cenários de mudança climática
title_full_unstemmed Simulação da produtividade de tubérculos de batata em cenários de mudança climática
title_sort Simulação da produtividade de tubérculos de batata em cenários de mudança climática
author Fagundes, Joelma Dutra
author_facet Fagundes, Joelma Dutra
author_role author
dc.contributor.advisor1.fl_str_mv Streck, Nereu Augusto
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4721150P1
dc.contributor.referee1.fl_str_mv Heldwein, Arno Bernardo
dc.contributor.referee1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4788078U3
dc.contributor.referee2.fl_str_mv Medeiros, Sandro Luis Petter
dc.contributor.referee2Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4784158A8
dc.contributor.referee3.fl_str_mv Streck, Luciano
dc.contributor.referee3Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4794800T6
dc.contributor.referee4.fl_str_mv Dalmago, Genei Antonio
dc.contributor.referee4Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4795371Y6
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4130355T6
dc.contributor.author.fl_str_mv Fagundes, Joelma Dutra
contributor_str_mv Streck, Nereu Augusto
Heldwein, Arno Bernardo
Medeiros, Sandro Luis Petter
Streck, Luciano
Dalmago, Genei Antonio
dc.subject.por.fl_str_mv Aquecimento global
Previsão climática
Segurança alimentar
Solanum tuberosum L.
topic Aquecimento global
Previsão climática
Segurança alimentar
Solanum tuberosum L.
Global warming
Climate prediction
Food security
Solanum tuberosum L.
CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
dc.subject.eng.fl_str_mv Global warming
Climate prediction
Food security
Solanum tuberosum L.
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS AGRARIAS::AGRONOMIA
description Potato (Solanum tuberosum L.), Solanaceae, is ranked fourth in food amount production, exceeded only by wheat, rice and corn. Brazil has potential in climate and soil for growing potatoes, but with a growing concern of society with possible changes in global and regional climate because of anthropogenic increase in greenhouse gases, this crop may be affected in the future. This study had the following objectives: to calibrate for Santa Maria and evaluate simulation models of potato tuber yield for Santa Maria (subtropical climate and São Joaquim (temperate climate), and evaluate the potato tuber yield in scenarios with increasing concentration of carbon dioxide and temperature in Santa Maria, RS, in different sowing dates, considering symmetric and asymmetric increase in minimum and maximum daily air temperature. We evaluated six simulation models of potato tuber yield and the statistics used to evaluate the performance of the models was the root mean square error (RQME). In order to evaluate the effect of climate change on potato tuber yield, one of the six evaluated models (SPITTERS, 1987) was used. Seven climate scenarios (0ºC, 1ºC, 2ºC, 3ºC, 4ºC, 5ºC to 6ºC) for the next 100 years were generated with the Weather Generator LARS-WG using as base series observed meteorological data from 1969 to 2003 in Santa Maria, RS. Potato tuber yield was simulated throughout the 100-year period of each climate scenario in several planting dates for the Spring and Fall growing seasons. Models with the original coefficients showed similar performance in the simulation of tuber yield in Santa Maria and São Joaquin. The models of Hartz; Moore, Johnson, and Pereira simulated better the potato tuber yield. After calibration, the Sands. model was the one that best predicted the potato tuber yield, followed by the models of Pereira and MacKerron; Waister. For the Spring growing season, a symmetrical increase in temperature of 4ºC and an asymmetrical increase of 5ºC offset the beneficial effect of increasing concentration of carbon dioxide. For the Fall growing season, the increase in temperature affected little the potato tuber yield. An anticipation of 14 days in the emergence date in the Spring growing season and a delay of seven days in emergence date in the Fall growing season decrease the negative impact of increased air temperature on the tuber yield of potato grown in Santa Maria, RS.
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identifier_str_mv FAGUNDES, Joelma Dutra. Simulating potato tuber yield in climate change scenarios. 2010. 104 f. Tese (Doutorado em Agronomia) - Universidade Federal de Santa Maria, Santa Maria, 2010.
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