Avaliação do modelo METRIC na estimativa do balanço de energia e da evapotranspiração em áreas de cana-de-açúcar com imagens Landsat

Bruno Silva Oliveira; Elisabete Caria Moraes; Marcos Carrasco-Benavides; Guilherme Mataveli; Gabriel Bertani; Eder Moreira; Douglas Francisco Marcolino Gherardi; Luiz Eduardo Oliveira e Cruz de Aragão

Abstract

This study aimed to apply the Mapping Evapotranspiration at high Resolution with Internalized Calibration (METRIC) model to estimate surface energy balance and daily actual evapotranspiration (ETa) for sugarcane crop in the administrative region of Ribeirão Preto, São Paulo State, using Landsat images from 2005 and 2007. Estimates generated were compared to observed data from a flux tower site, and the performance of the equations based on physical principles and empirical equations was evaluated. The net radiation (Rn) was equal to the observed values, considering a confidence level of 95%, with R²=0.87, MAE=54.79 W.m-2 and RMSE= 64.47, showing a good performance of METRIC when modeling this variable based on physical laws. Soil heat flux (G) was estimated from an empirical equation and presented no satisfactory performance, underestimating the values by 34%. The internal calibration of sensible heat flux (H) allowed this term to absorb errors of Rn and G, leading to satisfactory values of latent heat flux (LE) and ETa. Results of t-test indicated that the estimated values of latent heat flux were equal to the observed data with a confidence level of 95%, showing R²=0.86, MAE=13.93 W.m-2 and RMSE= 25.36. The estimated ETa was also equal to the values observed, according to the t-test with a confidence level of 95%, presenting R²=0.85, MAE=0.37 mm.day-1 and RMSE= 0.49

Más información

Editorial: Instituto Nacional de Pesquisas Espaciais (INPË)
Fecha de publicación: 2015
Año de Inicio/Término: 25-29 de abril 2015
Página de inicio: 2476
Página final: 2483
Idioma: portugues