@Article{OliveiraMorCarBerMat:2018:ImAlEs,
author = "Oliveira, Bruno Silva and Moraes, Elisabete Caria and
Carrasco-Benavide, Marcos and Bertani, Gabriel and Mataveli,
Guilherme Augusto Verola",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)} and {Universidad
Cat{\'o}lica del Maule} and {Instituto Nacional de Pesquisas
Espaciais (INPE)} and {Universidade de S{\~a}o Paulo (USP)}",
title = "Improved albedo estimates implemented in the METRIC model for
modeling energy balance fluxes and evapotranspiration over
agricultural and natural areas in the Brazilian Cerrado",
journal = "Remote Sensing",
year = "2018",
volume = "10",
number = "8",
pages = "e1181",
month = "Aug.",
keywords = "net radiation, energy balance, eddy covariance data, crop
coefficient, surface albedo.",
abstract = "In this study we assessed METRIC (Mapping Evapotranspiration at
high Resolution with Internalized Calibration) model performance
to estimate energy balance fluxes and evapotranspiration (ET) in
two heterogeneous landscapes in the Brazilian Cerrado, including
fluxes and ET in both agricultural and natural vegetation. The
estimates were evaluated by comparing them to flux tower data
collected over sugarcane (USR site), woody savanna (PDG site) and
stricto-sensu savanna (RECOR site) areas. The selection of the
study years (20052007 for USR/PDG sites and 20112015 for RECOR
site) was based on the availability of meteorological data (to be
used as inputs in METRIC) and of flux tower data for energy
balance fluxes and ET comparisons. The broadband albedo submodel
was adjusted in order to improve Net Radiation estimates. For this
adjustment, we applied at-surface solar radiation simulations
obtained from the SMARTS2 model under different conditions of land
elevation, precipitable water content and solar angles. We also
tested the equivalence between the measured crop coefficient
(Kc_ec) and the reference evapotranspiration fraction (ETrF or F),
seeking to extrapolate from instantaneous to daily values of
actual evapotranspiration (ETa). Surface albedo was underestimated
by 10% at the USR site (showing a better performance for full crop
coverage), by 15% at the PDG site (following the woody savanna
dynamics pattern through dry and wet seasons) and was
overestimated by 21% at the RECOR site. METRIC was effective in
simulating the spatial and temporal variability of energy balance
fluxes and ET over agricultural and natural vegetation in the
Brazilian Cerrado, with errors within those reported in the
literature. Net radiation (Rn) presented consistent results
(coefficient of determination (R2 ) > 0.94) but it was
overestimated by 8% and 9% in sugarcane and woody savanna,
respectively. METRIC-derived ET estimates showed an agreement with
ground data at USR and PDG sites (R2 > 0.88, root mean square
error (RMSE) up to 0.87 mm day\−1 ), but at the RECOR site,
ET was overestimated by 14% (R2 = 0.96, mean absolute error (MAE)
= 0.62 mm.day\−1 and RMSE = 0.75 mm day\−1 ).
Surface energy balance fluxes and ET were marked by seasonality,
with direct dependence on available energy, rainfall distribution,
soil moisture and other parameters like albedo and NDVI.",
doi = "10.3390/rs10081181",
url = "http://dx.doi.org/10.3390/rs10081181",
issn = "2072-4292",
language = "en",
targetfile = "oliveira_improved.pdf",
urlaccessdate = "27 abr. 2024"
}