Long-range temperature forecasting

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United States of America Patent

PATENT NO 10859732
APP PUB NO 20200142098A1
SERIAL NO

16736060

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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In an approach, a computer receives an observation dataset that identifies one or more ground truth values of an environmental variable at one or more times and a reforecast dataset that identifies one or more predicted values of the environmental variable produced by a forecast model that correspond to the one or more times. The computer then trains a climatology on the observation dataset to generate an observed climatology and trains the climatology on the reforecast dataset to generate a forecast climatology. The computer identifies observed anomalies by subtracting the observed climatology from the observation dataset and forecast anomalies by subtracting the forecast climatology from the reforecast dataset. The computer then models the observed anomalies as a function of the forecast anomalies, resulting in a calibration function, which the computer can then use to calibrate new forecasts received from the forecast model.

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Patent Owner(s)

  • THE CLIMATE CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dail, Holly Seattle, US 4 29
Kleeman, Alex San Francisco, US 4 24

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