METHOD AND SYSTEM FOR PRODUCING A WEATHER FORECAST

Patent №

US 7,016,784

Granted

2006-03-21

Filed 2004

Owner

ISIS INNOVATION LIMITED

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10476005

A method of generating short-, medium-range and seasonal-timescale weather or climate forecasts by running an ensemble of computer models on a distributed computing system or network. Individual model integrations are interrogated to select those that most closely ressemble observed conditions in the present and recent past and the forecast based on a weighted average of future predictions based on this subset of the ensemble. The selection criteria determining which models are deemed to fit the observations most closely may be adjusted to optimize the use of observations in forecasting specific climate variables or geographic regions in order to develop forcasts tailored to particular applications.

AI classification

Planning1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.95
Evolutionary computation0.28
Natural language0.07
Vision0.01
Speech0.00

Ownership

ISIS INNOVATION LIMITED

assignment · 151110330

Assignors

ALLEN, MYLES ROBERT, COLLINS, MATTHEW, STAINFORTH, DAVID ALAN

On an employer assignment, the assignors are typically the inventors.

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