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The One-Degree Daily (1DD) technique is described for producing globally complete daily estimates of precipitation on a 1 1 lat/long grid from currently available observational data. Where possible (40N-40S), the Threshold-Matched Precipitation Index (TMPI) provides precipitation estimates in which the 3-hourly infrared brightness temperatures (IR T b ) are compared with a threshold and all ''cold'' pixels are given a single precipitation rate. This approach is an adaptation of the Geostationary Operational Environmental Satellite Precipitation Index, but for the TMPI the IR T b threshold and conditional rain rate are set locally by month from Special Sensor Microwave Imager-based precipitation frequency and the Global Precipitation Climatology Project (GPCP) satellite-gauge (SG) combined monthly precipitation estimate, respectively. At higher latitudes the 1DD features a rescaled daily Television and Infrared Observation Satellite Operational Vertical Sounder (TOVS) precipitation. The frequency of rain days in the TOVS is scaled down to match that in the TMPI at the data boundaries, and the resulting nonzero TOVS values are scaled locally to sum to the SG (which is a globally complete monthly product).
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George J. Huffman
Goddard Space Flight Center
R. F. Adler
Earth System Science Interdisciplinary Center
Mark M. Morrissey
New York State Department of Health
Journal of Hydrometeorology
Goddard Space Flight Center
National Oceanic and Atmospheric Administration
University of Maryland, Baltimore County
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Huffman et al. (Thu,) studied this question.
synapsesocial.com/papers/69d7b95ad84d071b73f30ba0 — DOI: https://doi.org/10.1175/1525-7541(2001)002<0036:gpaodd>2.0.co;2