METHOD OF UPDATING FOREST STOCK DATA BASED ON MACHINE LEARNING Russian patent published in 2020 - IPC A01G23/00 

Abstract RU 2739436 C1

FIELD: forestry.

SUBSTANCE: invention relates to forestry, in particular, to inventory of forest cover and forest-growing conditions. Remote sensing data and existing forest inventory initial data are prepared, wherein remote sensing data are multispectral satellite information and its derivatives, as well as a digital relief model and its derivatives. Prepared data are processed using machine training performed on the basis of initial data of forest inventory. Remote probing is carried out repeatedly with observation periods embracing various crown vegetation conditions, as well as taking into account spatial data contained in forest identification historical data and thematic maps.

EFFECT: higher accuracy of forest inventory.

3 cl

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RU 2 739 436 C1

Authors

Krenke Aleksandr Nikolaevich

Sandlerskij Robert Borisovich

Puzachenko Mikhail Yurevich

Dates

2020-12-24Published

2020-03-26Filed