Data/hora: 01/06/2024 07:52:19

Biblioteca(s): | Embrapa Agricultura Digital.
Data corrente: | 05/07/2016
Data da última atualização: | 17/03/2017
Autoria: | CARVALHO, J. R. P. de; NAKAI, A. M.; MONTEIRO, J. E. B. A.
Afiliação: | JOSÉ RUY PORTO DE CARVALHO, CNPTIA; ALAN MASSARU NAKAI, CNPTIA; JOSE EDUARDO B DE ALMEIDA MONTEIRO, CNPTIA.
Título: | Spatio-temporal modeling of data imputation for daily rainfall series in homogeneous zones.
Ano de publicação: | 2016
Fonte/Imprenta: | Revista Brasileira de Meteorologia, São Paulo, v. 31, n. 2, p. 196-201, Apr./June 2016.
DOI: | http://dx.doi.org/10.1590/0102-778631220150025
Idioma: | Inglês
Conteúdo: | Spatio-temporal modelling is an area of increasing importance in which models and methods have often been developed to deal with specific applications. In this study, a spatio-temporal model was used to estimate daily rainfall data. Rainfall records from several weather stations, obtained from the Agritempo system for two climatic homogeneous zones, were used. Rainfall values obtained for two fixed dates (January 1 and May 1, 2012) using the spatio-temporal model were compared with the geostatisticals techniques of ordinary kriging and ordinary cokriging with altitude as auxiliary variable. The spatio-temporal model was more than 17% better at producing estimates of daily precipitation compared to kriging and cokriging in the first zone and more than 18% in the second zone. The spatio-temporal model proved to be a versatile technique, adapting to different seasons and dates.
Palavras-Chave: | Cokrigagem ordinária; Dados de precipitação; Homogeneous zones; Krigagem ordinária; Modelos espaço-temporal; Ordinary cokriging; Ordinary kriging; Rainfall data; Sistema Agritempo; Spatio-temporal model; Zonas homogêneas.
Thesaurus Nal: | Kriging; Meteorological data; Models.
Categoria do assunto: | X Pesquisa, Tecnologia e Engenharia
URL: | http://ainfo.cnptia.embrapa.br/digital/bitstream/item/145074/1/AP-Spatiotemporal-Carvalho.pdf
Registro original: | Embrapa Agricultura Digital (CNPTIA)
Exemplares: | CNPTIA - (18848-1) - UPC - AP - DD -  -  -  - DIS