Remote sensing-based evapotranspiration and soil water balance estimation for a tropical pasture in Brazil using the
Vitor de J M Bianchini1, Ivo Z Gonçalves2, Christopher M U Neale2
1Department of Biosystems Engineering, Luiz de Queiroz College of Agriculture, University of São Paulo, Piracicaba, SP, Brazil. vjmbianchini97@gmail.com.
Abstract:
Developing strategies to improve pasture yield and mitigate environmental impacts is crucial in Southeastern Brazil, where livestock farming faces competition for areas with profitable crops. Accurate evapotranspiration (ET) estimation is an essential component of managing soil water balance and evaluating pasture response to drought and water productivity. The objectives of this study were to: (1) develop a relationship between the basal crop coefficient (Kcb) derived from observed ET, and the soil-adjusted vegetation index (SAVI) from PlanetScope images; (2) integrate the Kcb-SAVI relationship into remote sensing-based soil water balance (RSWB) to generate daily Kcb and then simulate the actual evapotranspiration (ETa) of an intensively grazed tropical pasture in the state of São Paulo, Brazil; and (3) use the spatialized estimate of ETa to assess the crop water productivity ([Formula: see text]). The Kcb-SAVI relationship developed in this study showed a strong positive correlation between SAVI and Kcb, with Pearson correlation coefficient (ρ) and [Formula: see text] values of 0.89 and 0.79, respectively. Comparisons between observed and simulated ETa indicated good agreement for daily values ([Formula: see text] of 0.59 mm d-1, Willmott index of agreement ([Formula: see text]) of 0.86) and for average weekly values ([Formula: see text] of 0.38 mm d-1, [Formula: see text] of 0.93). Biases of -5% and 3% were obtained for modelled cumulative ETa in the years 2021-2022 and 2022-2023, respectively. The average [Formula: see text] values were similar for both years, 2.2 kg m-3 in 2021-2022 and 1.8 kg m-3 in 2022-2023. These findings demonstrate the potential of RSWB, ETa, and WP assessments to enhance decision-making, monitoring, and management of water resources in pasture-based livestock farming.
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