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

Similar patents RU2739436C1

Title Year Author Number
METHOD FOR TAXATION OF PLANTATIONS 2019
  • Vasilev Albert Petrovich
  • Kedrov Aleksandr Vladimirovich
RU2728159C1
METHOD OF FOREST RESOURCE INVENTORY OF TERRITORY 2012
  • Puzachenko Jurij Georgievich
  • Puzachenko Mikhail Jur'Evich
  • Sandlerskij Robert Borisovich
  • Krenke Aleksandr Nikolaevich
  • Kotlov Ivan Pavlovich
RU2565280C2
A METHOD FOR DETERMINING THE STOCKS OF STEM WOOD USING AERIAL UNMANNED SURVEY DATA 2021
  • Golubeva Elena Ilinichna
  • Zimin Mikhail Viktorovich
  • Medvedev Andrej Aleksandrovich
  • Ris Uilyam Garet
  • Tutubalina Olga Valerevna
  • Telnova Natalya Olegovna
RU2773144C1
METHOD FOR MONITORING OF FOREST 2012
  • Cheremisin Maksim Vladimirovich
  • Burkov Valerij Dmitrievich
  • Prokopchuk Oksana Viktorovna
RU2489845C1
METHOD OF DETERMINING PARAMETERS OF STATE OF VEGETATIVE GROUND COVER FROM MULTISPECTRAL AEROSPACE PROBING DATA 2009
  • Dmitriev Egor Vladimirovich
  • Kozoderov Vladimir Vasil'Evich
RU2424540C2
METHOD FOR DETERMINING PRODUCTIVITY OF PLANTATIONS 2023
  • Davydov Viacheslav Fedorovich
  • Komarov Evgenii Gennadievich
  • Maksimova Alina Nikolaevna
  • Chernyshenko Oksana Vasilevna
  • Frolova Vera Alekseevna
RU2824463C1
METHOD FOR CONSTRUCTING A CALCULATION MODEL OF ACCUMULATED CARBON 2021
  • Krenke Aleksandr Nikolaevich
  • Sandlerskij Robert Borisovich
  • Puzachenko Mikhail Yurevich
RU2793278C1
SYSTEM FOR MONITORING FOREST USE AND FOREST PATHOLOGICAL CHANGES 2019
  • Mikhajlov Dmitrij Mikhajlovich
  • Grudovich Evgenij Valerevich
  • Grabinskij Vadim Olegovich
  • Trufanov Aleksandr Vladimirovich
RU2716477C1
METHOD FOR DETECTION OF PLANTATIONS COMPOSITION 2010
  • Bondur Valerij Grigor'Evich
  • Vorob'Ev Vladimir Evgen'Evich
  • Cherepanova Elena Valentinovna
  • Davydov Vjacheslav Fedorovich
  • Batyrev Jurij Pavlovich
RU2428004C1
METHOD OF AUTOMATIC CONTROL OF CROP CONDITION 2013
  • Mikhajlenko Il'Ja Mikhajlovich
RU2537912C2

RU 2 739 436 C1

Authors

Krenke Aleksandr Nikolaevich

Sandlerskij Robert Borisovich

Puzachenko Mikhail Yurevich

Dates

2020-12-24Published

2020-03-26Filed