We're proud to offer the "take" from the UW Space Science insolation model, which estimates insolation at the surface by comparing each pixel of a satellite image with one taken when no clouds are present. This model, which has undergone over a decade of rigorous quality control and continual improvement, offers a remarkably good fit to data obtained from ground instruments.
Daily solar energy amounts are estimated using data in the visible portion of the spectrum which come from the Geostationary Operational Environmental Satellites (GOES). Simple physical models of radiative transfer for the clear and cloudy atmosphere are used with these data to evaluate whether a particular location is cloudy or clear and, if cloudy, to what extent clouds have depleted the solar beam. Usually, about eight to twelve individual GOES images are used during the course of a day to make estimates of the solar energy at the satellite image times. These instantaneous estimates are later summed to produce the daily solar energy totals.
Maps of potential evapotranspiration (ET) are calculated from satellite-derived measurements of solar radiation and air temperatures at regional airports. The ET values on the maps are a reasonable estimate of daily crop water use for most crops that have reached at least 80% coverage of the ground. Prior to 80% or greater coverage, ET will be a fraction of the map value in proportion to the amount of coverage. The map values may vary slightly from ET estimates from AWON and other more site-specific models, but these differences are believed to be within the uncertainty of even measurements of actual water use made directly in a given field.
An online irrigation scheduler application is available for your use. We also have an irrigation scheduling spreadsheet is available which uses these models to implement an allowable-depletion balance. This replaces the old ADCosmET.xls spreadsheet, and was developed by Dr. John Panuska of UW Extension/UW-Madison Biological Systems Engineering and Dr. John Norman, UW-Madison Soil Science. The documentation for the spreadsheet is available here.
Cranberry Consumptive Use Estimates
This calculator allows cranberry growers to estimate the monthly consumptive water use of their beds. The estimate is based on the research of Bland et al. (1996, Agric. and Forest Meteorol. 81:1-12), which demonstrated well-watered cranberry ET to be just slightly higher than the "equilibrium ET." Values supplied here are derived from the University of Wisconsin-Madison estimation of the Priestley-Taylor potential evapotranspiration, corrected following Bland et al. (1996)
Theory Behind the Models
For more details on the science behind these products, see Diak et al, "Agricultural Management Decision Aids Driven by Real-Time Satellite Data", Bulletin of the American Meteorological Society 79 (1998): 1345-1355.