2007
DOI: 10.1590/s0103-90162007000500002
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Modelling air temperature for the state of São Paulo, Brazil

Abstract: Spatial modelling of air temperature (maximum, mean and minimum) of the State of São Paulo (Brazil) was calculated by multiple regression analysis and ordinary kriging. Climatic data (mean values of five or more years) were obtained from 256 meteorological stations distributed uniformly over the State. The correlation between the climatic dependent variables, with latitude and altitude as independent variables was significant and could explain most of the spatial variability. The coefficients of determination … Show more

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Cited by 20 publications
(7 citation statements)
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“…The Cantareira Water Supply System, hereafter referred to as the Cantareira System, is located in the South-East of Brazil between the states of Sao Paulo and Minas Gerais (-46.9 to -45.7 longitude and -22.5 -23.5 latitude). The regional climate is classified as subtropicalsub-humid, with a maximum annual average temperature of 25 °C and a minimum annual average of 15 °C (Blain, 2010;Rodríguez-Lado et al, 2007). On the other hand, the rainfall in the Southeast of Brazil presents an annual cycle, with maximum rainfall from December to February (summer) and minimum rainfall from June to August (winter).…”
Section: Study Area and Water Crisis Contextualizationmentioning
confidence: 99%
“…The Cantareira Water Supply System, hereafter referred to as the Cantareira System, is located in the South-East of Brazil between the states of Sao Paulo and Minas Gerais (-46.9 to -45.7 longitude and -22.5 -23.5 latitude). The regional climate is classified as subtropicalsub-humid, with a maximum annual average temperature of 25 °C and a minimum annual average of 15 °C (Blain, 2010;Rodríguez-Lado et al, 2007). On the other hand, the rainfall in the Southeast of Brazil presents an annual cycle, with maximum rainfall from December to February (summer) and minimum rainfall from June to August (winter).…”
Section: Study Area and Water Crisis Contextualizationmentioning
confidence: 99%
“…The low relative air humidity can result in the evaporation of pesticide and/or the water before the product can reach the target. According to Lado et al (2007), the time of day has an important influence on the levels of relative air humidity, since in the first hours of the morning, the temperatures are lower and the relative air humidity levels are higher. Through the course of the day, the temperature tends to rise and the humidity tends to decrease.…”
Section: Resultsmentioning
confidence: 99%
“…The MLR results for precision ( r 2 ) and accuracy ( d and RMSE) of spatial interpolation of air temperature were better or similar to values previously reported for Brazil (Lima and Ribeiro, 1998; Pezzopane et al ., 2004; Medeiros et al ., 2005; Rodríguez‐Lado et al ., 2007; Lyra et al ., 2011; Alvares et al ., 2013a) or for other countries (Ninyerola et al ., 2000; Kloog et al ., 2014), besides having identified the altitude as a dominant factor.…”
Section: Discussionmentioning
confidence: 99%