Evaluation of a MODIS-Based Potential Evapotranspiration Product at the Point Scale

Abstract

This paper outlines the development of a continuous, daily time series of potential evapotranspiration (PET) using Moderate Resolution Imaging Spectroradiometer (MODIS) sensor data from the Terra satellite platform. The approach is based on the Priestley?Taylor equation, incorporating a daily net radiation model during cloudless days. A simple algorithm using ?theoretical clear-sky? net radiation (incorporating daily cloud fraction and cloud optical thickness) and PET is then used to estimate net radiation and PET under cloudy conditions. The method requires minimal ground-based observations for initial calibration of regional radiation algorithm coefficients. Point-scale comparisons are undertaken at four flux-tower sites in North America covering a range of hydroclimatic conditions and biomes. Preliminary results at the daily time step for a 4-yr period (2001?04) show good correlation (R2 = 0.89) and low bias (0.34 mm day?1) for three of the more humid sites. Results are further improved when aggregated to the monthly time scale (R2 = 0.95, bias = 0.31 mm day?1). Performance at the semiarid site is less satisfactory (R2 = 0.95, bias = 2.05 mm day?1 at the daily time step). In general, the MODIS-based daily PET estimates derived in this study are promising and show the potential for use in theoretical and operational water resource studies in both gauged and ungauged basins.