Analysis of satellite data on ice conditions on rivers in Murmansk Region using machine learning: The case of the Kola River

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Authors

Е. В. Заболотских (ORCID: https://orcid.org/0000-0003-4500-776X)
O.I. Lyash (ORCID: https://orcid.org/0000-0002-3183-891X)
Irina Lazareva (ORCID: https://orcid.org/0000-0002-2819-8704)
G.S. Shelegov

Publication Details

Journal: Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa
Published: 2025-01-01
DOI: https://doi.org/10.21046/2070-7401-2025-22-4-118-132
Primary Topic: Arctic and Antarctic ice dynamics
Type: article
Field-Weighted Citation Impact: 0.00

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article

Analysis of satellite data on ice conditions on rivers in Murmansk Region using machine learning: The case of the Kola River

Е. В. Заболотских, O.I. Lyash, Irina Lazareva, G.S. Shelegov

Jan 1, 2025

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa

Arctic and Antarctic ice dynamics

article

Analysis of satellite data on ice conditions on rivers in Murmansk Region using machine learning: The case of the Kola River

Е. В. Заболотских, O.I. Lyash, Irina Lazareva, G.S. Shelegov

January 1, 2025article en

Abstract

. : , , . . Sentinel-1. 1429 , . VV- VH- , . MLP (.multilayer perceptron, ). , , . : , . -

Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosaVol. 22(4)

Openalex Percentile: Top 70%

Arctic and Antarctic ice dynamics

DOI Open Access PDF OpenAlex

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Analysis of satellite data on ice conditions on rivers in Murmansk Region using machine learning: The case of the Kola River — Е. В. Заболотских, O.I. Lyash, et al. · Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa (2025) | TGRS Research Map | TGRS