219
Views
20
CrossRef citations to date
0
Altmetric
Original Articles

An agrometeorological–spectral model to estimate soybean yield, applied to southern Brazil

, , &
Pages 4013-4028 | Received 18 Sep 2005, Accepted 21 Dec 2007, Published online: 14 Jun 2008

References

  • Baret , F. and Guyot , G. 1991 . Potentials and limits of vegetation indices for LAI and APAR assessment. . Remote Sensing of Environment , 35 : 161 – 173 .
  • Barni , N. A. , Berlato , M. A. , Bergamaschi , H. and Riboldi , J. 1996 . Modelo grometeorológico de predição do rendimento do girassol. I. Relação entre rendimento e índice hídrico. (Agrometeorological model of sunflower yield estimative. I. Relation between yield and water index.) . Pesquisa Agropecuária Gaúcha , 2 : 7 – 17 . Porto Alegre
  • Batista , G. T. , Shimabukuro , Y. E. and Lawrence , W. T. 1993 . “ Monitoramento da cobertura vegetal através de índices de vegetação do NOAA‐AVHRR. (Monitoring of vegetation through vegetation indices of the NOAA‐AVHRR.) In. SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 7, Curitiba. ” . In Anais… , 30 – 37 . São José dos Campos : INPE .
  • Berlato , M. A. 1987 . Modelo de relação entre o rendimento de grãos de soja e deficiência hídrica para o Estado do Rio Grande do Sul (Model of the relationship between of the grain soybeans yield and water deficit for the state of Rio Grande do Sul). 103f. Thesis (Doctorate in Meteorology) ‐ Pós Graduação Meteorologia, Instituto Nacional de Pesquisas Espaciais, São José dos Campos
  • De Witt , C. T. 1958 . Transpiration and crop yields , Wageningen : Institute of Biological and Chemical Research on Field Crop and Herbage . erse‐Landbowk, Onder Z.n°64.6‐S Gravenhage
  • Eidenshink , J. C. and Haas , R. H. 1992 . Analyzing vegetation dynamics of land systems with satellite data. . Geocarto International , 1 : 53 – 61 .
  • Ferencz , Cs. , Bognár , P. , Lichtenberger , J. , Hamar , D. , Tarcsai , Gy. , Timár , G. , Molnár , G. , Pásztor , Sz. , Steinbach , P. , Székely , B. , E. Ferencz , O. and Ferencz‐Árkos , I. 2004 . Crop yield estimation by satellite remote sensing. . International Journal of Remote Sensing , 25 : 4113 – 4149 .
  • Fonseca , E. L. , Rosa , L. M. G. and Fontana , D. C. 2002 . Caracterização espectral de Paspalum notatum em diferentes níveis de adubação nitrogenada. (Spectral characterization of Paspalum notatum under different nitrogen fertilization) . Pesquisa Agropecuária Brasileira , 37 : 365 – 371 .
  • Fontana , D. C. 1995 . Índice de vegetação global para o monitoramento da vegetação e sua correlação com elementos agrometeorológicos e rendimento de grãos de soja (Global vegetation index for the monitoring of the vegetation and its correlation with agrometeorological elements and soybean grain yield). Thesis (Doctorate in Plant Sciences) ‐ Programa de Pós‐Graduação em Fitotecnia, Faculdade de Agronomia, Universidade Federal do Rio Grande do Sul, Porto Alegre
  • Fontana , D. C. and Berlato , M. A. 1998 . “ Modelo agrometeorológico‐espectral para a estimativa do rendimento da soja no Estado do Rio Grande do Sul: um estudo preliminar. (Agrometeorological‐spectral model to estimate the soybean yield in the state of Rio Grande do Sul: a preliminary study). In: SIMPÓSIO BRASILEIRO DE SENSORIAMENTO REMOTO, 10, Santos. ” . In Anais… Santos: [s.n.] 1 CD‐ROM
  • Fontana , D. C. , Ducati , J. R. , Weber , E. , Figueiredo , D. C. , Berlato , M. A. and Bergamaschi , H. 1999 . Desenvolvimento e teste de metodologia em monitoramento e previsão de safras no Rio Grande do Sul (Development and test of a methodology in crop monitoring and estimation in Rio Grande do Sul). Porto Alegre: CEPSRM/UFRGS. Não paginado. (Série D: Relatório Técnico 003/99)
  • Fontana , D. C. , Berlato , M. A. , Lauschner , M. H. and Melo , R. W. 2001 . Modelo de estimativa de rendimento de soja no Estado do Rio Grande do Sul. (Estimation model for soybean yield in the State of Rio Grande do Sul, Brazil) . Pesquisa Agropecuária Brasileira , 36 : 399 – 403 . Brasília
  • Gamon , J. A. , Field , C. B. , Goulden , M. L. , Grifin , K. L. , Hartley , A. E. , Joel , G. , Penuelas , P. and Valentini , R. Relationships between NDVI, canopy structure and photosynthesis in three californian vegetation types. . Ecological Applications , 5 28 – 41 .
  • Jensen , M. E. 1968 . “ Water consumptions by agricultural plants. ” . In Water deficits and plant growth , Edited by: Kozlowsky , T. T . Vol. 2 , 1 – 22 . New York : Academic Press .
  • Justice , C. O. , Townshed , R. G. , Holben , B. N. and Tucker , C. J. 1985 . Analysis of the phenology of global vegetation using meteorological satellite data. . International Journal of Remote Sensing , 6 : 999 – 1318 .
  • Justice , C. O. , Townshend , J. R. G. and Kalb , V. L. 1991 . Representation of vegetation by continental data sets derived from NOAA‐AVHRR data. . International Journal of Remote Sensing , 12 : 999 – 1021 .
  • Kalubarme , M. H. , Potdar , M. B. , Manjunath , K. R. , Mahey , R. K. and Siddhu , S. S. 2003 . Growth profile based crop yield models: a case study of large area wheat yield modeling and its extendibility using atmospheric corrected NOAA AVHRR data. . International Journal of Remote Sensing , 24 : 2037 – 2054 .
  • Köppen , W. 1948 . Climatología , 71 México, DF : Fondo de Cultura Económica .
  • Liang , E. Y. , Shao , X. M. and He , J. C. 2005 . Relationships between tree growth and NDVI of grassland in the semiarid grassland of north China. . International Journal of Remote Sensing , 26 : 2901 – 2908 .
  • Liu , W. K. and Kogan , F. 2002 . Monitoring Brazilian soybean production using. NOAA/AVHRR based vegetation condition indices. . International Journal of Remote Sensing , 23 : 1161 – 1179 .
  • Matzenauer , R. , Bergamaschi , H. , Berlato , M. A. and Riboldi , J. 1995 . Modelos agrometeorológicos para estimativa do rendimento de milho em função da disponibilidade hídrica no Estado do Rio Grande do Sul. (Agrometeorological models to estimate the corn yield in function of the water availability in the state of Rio Grande do Sul ) . Pesquisa Agropecuária Gaúcha , 1 : 225 – 241 . Porto Alegre
  • Matzenauer , R. , Bergamaschi , H. , Berlato , M. A. , Maluf , J. R. T. , Barni , N. A. , Bueno , A. C. , Didoné , I. A. , Anjos , C. A. , Machado , F. A. and Sampaio , M. R. 2002 . Consumo de água e disponibilidade hídrica para milho e soja no Rio Grande do Sul , 105 Porto Alegre : FEPAGRO . (Water consumption and water availability for corn and soybean in Rio Grande do Sul) (Boletim FEPAGRO,10)
  • Motta , J. L. G. , Fontana , D. C. and Weber , E. 2003 . Evolução temporal do NDVI/NOAA em áreas cobertas por pixels com proporções variáveis de soja. (Time evolution of NDVI/NOAA in areas covered by pixels with variable proportions of soybean). . Revista Brasileira de Agrometeorologia , 11 : 356 – 360 . Santa Maria
  • Penman , H. L. 1956 . Evaporation: an introductory survey. . Netherland Journal of Agricultural Science , 4 : 9 – 29 .
  • Reynolds , C. A. , Reynolds , C. A. , Yitayew , M. , Slack , D. C. , Hutchinson , C. F. , Huete , A. and Peterson , M. S. 2000 . Estimating crop yields and production by integrating the FAO Crop Specific Water Balance model with real‐time satellite data and ground‐based ancillary data. . International Journal of Remote Sensing , 21 : 3487 – 3508 .
  • Rudorff , B. F. T. and Batista , G. T. 1990 . Yield estimation of sugarcane based on agrometeorological‐spectral models. . Remote Sensing of Environment , 33 : 183 – 192 .
  • Shantz , H. J. and Piemeisel , L. N. 1927 . The water requirement of plants at Akron, Colorado. . Journal of Agriculture Research , 34 : 1093 – 1190 .
  • Thornthwaite , C. W. and Mather , J. R. 1955 . “ The water budget and its use in irrigation. In. THE YEARBOOK OF AGRICULTURE: Water. ” . 346 – 358 . Washington, D.C. : Department of Agriculture .
  • Zhong‐Hu , H. and Rajaram , S. 1993 . Differential responses of bread wheat characters to high temperature. . Euphytica , 72 : 197 – 203 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.