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Registro Completo |
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Biblioteca(s): |
Embrapa Agrossilvipastoril. |
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Data corrente: |
17/01/2017 |
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Data da última atualização: |
17/01/2017 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
ANDERSON, M. C.; ZOLIN, C. A.; SENTELHAS, P. C.; HAIN, C. R.; SEMMENS, K.; YILMAZ, M. T.; FENG GAO; OTKIN, J. A.; TETRAULT, R. |
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Afiliação: |
MARTHA C. ANDERSON, USDA-ARS; CORNELIO ALBERTO ZOLIN, CPAMT; PAULO C. SENTELHAS, USP-ESALQ; CHRISTOPHER R. HAIN, University of Maryland; KATHRYN SEMMENS, NURTURE NATURE CENTER; M. TUGRUL YILMAZ, ANKARA; FENG GAO, USDA-ARS; JASON A. OTKIN, UNIVERSITY OFWISCONSIN-MADISON; ROBERT TETRAULT, USDA. |
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Título: |
The Evaporative Stress Index as an indicator of agricultural drought in Brazil: An assessment based on crop yield impacts. |
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Ano de publicação: |
2016 |
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Fonte/Imprenta: |
Remote Sensing of Environment, v. 174, p. 82-99, mar. 2016. |
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DOI: |
http://dx.doi.org/10.1016/j.rse.2015.11.034 |
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Idioma: |
Inglês |
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Conteúdo: |
To effectivelymeet growing food demands, the global agronomic communitywill require a better understanding of factors that are currently limiting crop yields and where production can be viably expanded with minimal environmental consequences. Remote sensing can inform these analyses, providing valuable spatiotemporal information about yield-limiting moisture conditions and crop response under current climate conditions. In this paper we study correlations for the period 2003?2013 between yield estimates for major crops grown in Brazil and the Evaporative Stress Index (ESI) ? an indicator of agricultural drought that describes anomalies in the actual/ reference evapotranspiration (ET) ratio, retrieved using remotely sensed inputs of land surface temperature (LST) and leaf area index (LAI). The strength and timing of peak ESI-yield correlations are comparedwith results using remotely sensed anomalies in water supply (rainfall from the Tropical Rainfall Mapping Mission; TRMM) and biomass accumulation (LAI from the Moderate Resolution Imaging Spectroradiometer; MODIS). Correlation patternswere generally similar between all indices, both spatially and temporally,with the strongest correlations found in the south and northeast where severe flash droughts have occurred over the past decade, and where yield variability was the highest. Peak correlations tended to occur during sensitive crop growth stages. At the state scale, the ESI provided higher yield correlations for most crops and regions in comparison with TRMM and LAI anomalies. Using finer scale yield estimates reported at the municipality level, ESI correlations with soybean yields peaked higher and earlier by 10 to 25 days in comparison to TRMM and LAI, respectively. In most states, TRMMpeak correlationsweremarginally higher on average with municipality-level annual corn yield estimates, although these estimates do not distinguish between primary and late season harvests. A notable exception occurred in the northeastern state of Bahia,where the ESI better captured effects of rapid cycling of moisture conditions on corn yields during a series of flash drought events. The results demonstrate that formonitoring agricultural drought in Brazil, value is added by combining LAI with LST indicatorswithin a physically basedmodel of crop water use. MenosTo effectivelymeet growing food demands, the global agronomic communitywill require a better understanding of factors that are currently limiting crop yields and where production can be viably expanded with minimal environmental consequences. Remote sensing can inform these analyses, providing valuable spatiotemporal information about yield-limiting moisture conditions and crop response under current climate conditions. In this paper we study correlations for the period 2003?2013 between yield estimates for major crops grown in Brazil and the Evaporative Stress Index (ESI) ? an indicator of agricultural drought that describes anomalies in the actual/ reference evapotranspiration (ET) ratio, retrieved using remotely sensed inputs of land surface temperature (LST) and leaf area index (LAI). The strength and timing of peak ESI-yield correlations are comparedwith results using remotely sensed anomalies in water supply (rainfall from the Tropical Rainfall Mapping Mission; TRMM) and biomass accumulation (LAI from the Moderate Resolution Imaging Spectroradiometer; MODIS). Correlation patternswere generally similar between all indices, both spatially and temporally,with the strongest correlations found in the south and northeast where severe flash droughts have occurred over the past decade, and where yield variability was the highest. Peak correlations tended to occur during sensitive crop growth stages. At the state scale, the ESI provided higher yield correlations for most crops ... Mostrar Tudo |
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Palavras-Chave: |
Evaporative Stress. |
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Thesaurus Nal: |
Water stress. |
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Categoria do assunto: |
-- |
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URL: |
https://ainfo.cnptia.embrapa.br/digital/bitstream/item/153403/1/2016-cpamt-zolin-evaporative-stress-indicator-agricultural-drought-brazil.pdf
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Marc: |
LEADER 03121naa a2200253 a 4500
001 2060916
005 2017-01-17
008 2016 bl uuuu u00u1 u #d
024 7 $ahttp://dx.doi.org/10.1016/j.rse.2015.11.034$2DOI
100 1 $aANDERSON, M. C.
245 $aThe Evaporative Stress Index as an indicator of agricultural drought in Brazil$bAn assessment based on crop yield impacts.$h[electronic resource]
260 $c2016
520 $aTo effectivelymeet growing food demands, the global agronomic communitywill require a better understanding of factors that are currently limiting crop yields and where production can be viably expanded with minimal environmental consequences. Remote sensing can inform these analyses, providing valuable spatiotemporal information about yield-limiting moisture conditions and crop response under current climate conditions. In this paper we study correlations for the period 2003?2013 between yield estimates for major crops grown in Brazil and the Evaporative Stress Index (ESI) ? an indicator of agricultural drought that describes anomalies in the actual/ reference evapotranspiration (ET) ratio, retrieved using remotely sensed inputs of land surface temperature (LST) and leaf area index (LAI). The strength and timing of peak ESI-yield correlations are comparedwith results using remotely sensed anomalies in water supply (rainfall from the Tropical Rainfall Mapping Mission; TRMM) and biomass accumulation (LAI from the Moderate Resolution Imaging Spectroradiometer; MODIS). Correlation patternswere generally similar between all indices, both spatially and temporally,with the strongest correlations found in the south and northeast where severe flash droughts have occurred over the past decade, and where yield variability was the highest. Peak correlations tended to occur during sensitive crop growth stages. At the state scale, the ESI provided higher yield correlations for most crops and regions in comparison with TRMM and LAI anomalies. Using finer scale yield estimates reported at the municipality level, ESI correlations with soybean yields peaked higher and earlier by 10 to 25 days in comparison to TRMM and LAI, respectively. In most states, TRMMpeak correlationsweremarginally higher on average with municipality-level annual corn yield estimates, although these estimates do not distinguish between primary and late season harvests. A notable exception occurred in the northeastern state of Bahia,where the ESI better captured effects of rapid cycling of moisture conditions on corn yields during a series of flash drought events. The results demonstrate that formonitoring agricultural drought in Brazil, value is added by combining LAI with LST indicatorswithin a physically basedmodel of crop water use.
650 $aWater stress
653 $aEvaporative Stress
700 1 $aZOLIN, C. A.
700 1 $aSENTELHAS, P. C.
700 1 $aHAIN, C. R.
700 1 $aSEMMENS, K.
700 1 $aYILMAZ, M. T.
700 1 $aFENG GAO
700 1 $aOTKIN, J. A.
700 1 $aTETRAULT, R.
773 $tRemote Sensing of Environment$gv. 174, p. 82-99, mar. 2016.
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Registro original: |
Embrapa Agrossilvipastoril (CPAMT) |
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 | Acesso ao texto completo restrito à biblioteca da Embrapa Cerrados. Para informações adicionais entre em contato com cpac.biblioteca@embrapa.br. |
Registro Completo
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Biblioteca(s): |
Embrapa Cerrados. |
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Data corrente: |
29/01/2008 |
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Data da última atualização: |
30/01/2008 |
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Tipo da produção científica: |
Artigo em Anais de Congresso / Nota Técnica |
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Circulação/Nível: |
-- - -- |
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Autoria: |
MÜLLER, A. G.; FIORIN, J. V. |
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Afiliação: |
Artur Gustavo Müller, CPAC; Juliano Viecili Fiorin. |
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Título: |
Elaboração do rendimento em soja (Glycine max): efeito da radiação fotossinteticamente ativa interceptada após o florescimento sobre o número de vagens. |
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Ano de publicação: |
2007 |
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Fonte/Imprenta: |
In: CONGRESSO BRASILEIRO DE AGROMETEOROLOGIA, 15., 2007, Aracaju. Efeito das mudanças climáticas na agricultura: anais. Aracaju: Sociedade Brasileira de Agrometeorologia: Embrapa Tabuleiros Costeiros, 2007. 1 CD-ROM. |
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Idioma: |
Português |
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Thesagro: |
Desfolha; Época de Semeadura; Soja. |
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Categoria do assunto: |
-- |
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Marc: |
LEADER 00696naa a2200157 a 4500
001 1563278
005 2008-01-30
008 2007 bl uuuu u00u1 u #d
100 1 $aMÜLLER, A. G.
245 $aElaboração do rendimento em soja (Glycine max)$befeito da radiação fotossinteticamente ativa interceptada após o florescimento sobre o número de vagens.
260 $c2007
650 $aDesfolha
650 $aÉpoca de Semeadura
650 $aSoja
700 1 $aFIORIN, J. V.
773 $tIn: CONGRESSO BRASILEIRO DE AGROMETEOROLOGIA, 15., 2007, Aracaju. Efeito das mudanças climáticas na agricultura: anais. Aracaju: Sociedade Brasileira de Agrometeorologia: Embrapa Tabuleiros Costeiros, 2007. 1 CD-ROM.
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