METHOD AND APPARATUS FOR PRODUCING GROUND VEGETATION INPUT DATA FOR GLOBAL CLIMATE CHANGE PREDICTION MODEL

Patent №

US 11,693,151

Granted

2023-07-04

Filed 2021

Owner

NATIONAL INSTITUTE OF METEOROLOGICAL SCIENCES

Lab

AI components

5

ml · vision · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17476735

This application relates to an input data generating apparatus for generating forcing data used as input data for a climate change prediction model. In one aspect, the apparatus includes a memory storing instructions and a processor configured to, by executing the instructions, collect new ground type data from land-use harmonization (LUH) data that is restored through history database of the global environment (HYDE) and provided by the coupled model inter-comparison project (CMIP). The processor may also collect existing ground type data calculated by an existing model in a previous phase of the CMIP, generate aggregated ground type data by data-aggregating the new ground type data and the existing ground type data, with priority to the new ground type data. The processor may further generate the forcing data from the aggregated ground type data by performing a distortion correction on a data distortion that occurs during the data aggregation.

Machine learningVisionPlanningEvolutionary computationAI hardwareG01W 1/10G01W 1/18G01W 2201/00G06F 16/55G06F 16/583G06F 16/587G06F 30/20G06F 2219/10+2 more

AI classification

Planning1.00
Machine learning1.00
AI hardware0.91
Evolutionary computation0.85
Vision0.63
Knowledge representation0.38
Natural language0.03
Speech0.01

Ownership

NATIONAL INSTITUTE OF METEOROLOGICAL SCIENCES

assignment · 575440820

Assignors

SUNG, HYUN MIN, BOO, KYUNG ON, BYUN, YOUNG HWA

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

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