KFU. Card publication. Advancing Agricultural Crop Recognition: The Application of LSTM Networks and Spatial Generalization in Satellite Data Analysis

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ADVANCING AGRICULTURAL CROP RECOGNITION: THE APPLICATION OF LSTM NETWORKS AND SPATIAL GENERALIZATION IN SATELLITE DATA ANALYSIS

Form of presentation

Articles in international journals and collections

Year of publication

2023

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Authors, employees of KFU

Gafurov Artur Maratovich, author

Ermolaev Oleg Petrovich, author

Mukharamova Svetlana Sayasovna, author

Savelev Anatoliy Aleksandrovich, author

Bibliographic description in the original language

Gafurov A, Mukharamova S, Saveliev A, Advancing Agricultural Crop Recognition: The Application of LSTM Networks and Spatial Generalization in Satellite Data Analysis//Agriculture (Switzerland). - 2023. - Vol.13, Is.9. - Art. �1672.

Keywords

remote sensing, MODIS, classification, crops, random forest, multilayer perceptron, long short-term memory

The name of the journal

Agriculture (Switzerland)

URL

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85172142416&doi=10.3390%2fagriculture13091672&partnerID=40&md5=b62fb89f4be8a146e0c5e9aeff70c965

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

https://repository.kpfu.ru/eng/?p_id=289121&p_lang=2

Resource files

File name	Size (MB)	Format
agriculture_13_01672.pdf	7,14	pdf	show / download

Full metadata record

Field DC	Value	Language
dc.contributor.author	Gafurov Artur Maratovich	ru_RU
dc.contributor.author	Ermolaev Oleg Petrovich	ru_RU
dc.contributor.author	Mukharamova Svetlana Sayasovna	ru_RU
dc.contributor.author	Savelev Anatoliy Aleksandrovich	ru_RU
dc.date.accessioned	2023-01-01T00:00:00Z	ru_RU
dc.date.available	2023-01-01T00:00:00Z	ru_RU
dc.date.issued	2023	ru_RU
dc.identifier.citation	Gafurov A, Mukharamova S, Saveliev A, Advancing Agricultural Crop Recognition: The Application of LSTM Networks and Spatial Generalization in Satellite Data Analysis//Agriculture (Switzerland). - 2023. - Vol.13, Is.9. - Art. �1672.	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=289121&p_lang=2	ru_RU
dc.description.abstract	Agriculture (Switzerland)	ru_RU
dc.language.iso	ru	ru_RU
dc.subject	remote sensing	ru_RU
dc.subject	MODIS	ru_RU
dc.subject	classification	ru_RU
dc.subject	crops	ru_RU
dc.subject	random forest	ru_RU
dc.subject	multilayer perceptron	ru_RU
dc.subject	long short-term memory	ru_RU
dc.title	Advancing Agricultural Crop Recognition: The Application of LSTM Networks and Spatial Generalization in Satellite Data Analysis	ru_RU
dc.type	Articles in international journals and collections	ru_RU