KFU. Card publication. Forest Community Spatial Modeling Using Machine Learning and Remote Sensing Data

KAZAN
FEDERAL UNIVERSITY

- RUS
- 中文
- ES

FOREST COMMUNITY SPATIAL MODELING USING MACHINE LEARNING AND REMOTE SENSING DATA

Form of presentation

Articles in international journals and collections

Year of publication

2024

��

��

Authors, employees of KFU

Gafurov Artur Maratovich, author

Kozhevnikova Mariya Vladimirovna, author

Prokhorov Vadim Evgenevich, author

Usmanov Bulat Mansurovich, author

Bibliographic description in the original language

Gafurov A. Forest Community Spatial Modeling Using Machine Learning and Remote Sensing Data / A. Gafurov, V. Prokhorov, M. Kozhevnikova, B. Usmanov // Remote Sensing. - 2024. - Vol.16, Is.8. - Art. �1371.

Keywords

unsupervised classification, vegetation mapping, forest communities, spatial modeling, remote sensing, multispectral imagery, Weka X-Means clustering algorithm, Braun-Blanquet classification system, Google Earth Engine, Landsat imagery

The name of the journal

REMOTE SENSING

URL

https://www.mdpi.com/2072-4292/16/8/1371

Please use this ID to quote from or refer to the card

https://repository.kpfu.ru/eng/?p_id=300504&p_lang=2

Resource files

File name	Size (MB)	Format
F_remotesensing_16_01371_v2.pdf	8,79	pdf	show / download

Full metadata record

Field DC	Value	Language
dc.contributor.author	Gafurov Artur Maratovich	ru_RU
dc.contributor.author	Kozhevnikova Mariya Vladimirovna	ru_RU
dc.contributor.author	Prokhorov Vadim Evgenevich	ru_RU
dc.contributor.author	Usmanov Bulat Mansurovich	ru_RU
dc.date.accessioned	2024-01-01T00:00:00Z	ru_RU
dc.date.available	2024-01-01T00:00:00Z	ru_RU
dc.date.issued	2024	ru_RU
dc.identifier.citation	Gafurov A. Forest Community Spatial Modeling Using Machine Learning and Remote Sensing Data / A. Gafurov, V. Prokhorov, M. Kozhevnikova, B. Usmanov // Remote Sensing. - 2024. - Vol.16, Is.8. - Art. �1371.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=300504&p_lang=2	ru_RU
dc.description.abstract	REMOTE SENSING	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	unsupervised classification	ru_RU
dc.subject	vegetation mapping	ru_RU
dc.subject	forest communities	ru_RU
dc.subject	spatial modeling	ru_RU
dc.subject	remote sensing	ru_RU
dc.subject	multispectral imagery	ru_RU
dc.subject	Weka X-Means clustering algorithm	ru_RU
dc.subject	Braun-Blanquet classification system	ru_RU
dc.subject	Google Earth Engine	ru_RU
dc.subject	Landsat imagery	ru_RU
dc.title	Forest Community Spatial Modeling Using Machine Learning and Remote Sensing Data	ru_RU
dc.type	Articles in international journals and collections	ru_RU