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Diniz Dal Molin Junior, Ricardo Simao and Thirion-Lefevre, Laetitia and Guinvarc’h, Régis and Rizzoli, Paola (2026) Rainforest Monitoring Using Deep Learning and Short Time Series of Sentinel-1 IW Data. Remote Sensing, 18 (598). Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/rs18040598. ISSN 2072-4292.
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Official URL: https://www.mdpi.com/2072-4292/18/4/598
| Item URL in elib: | https://elib.dlr.de/219940/ | ||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||
| Title: | Rainforest Monitoring Using Deep Learning and Short Time Series of Sentinel-1 IW Data | ||||||||||||||||||||
| Authors: |
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| Date: | 14 February 2026 | ||||||||||||||||||||
| Journal or Publication Title: | Remote Sensing | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | Yes | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| Volume: | 18 | ||||||||||||||||||||
| DOI: | 10.3390/rs18040598 | ||||||||||||||||||||
| Publisher: | Multidisciplinary Digital Publishing Institute (MDPI) | ||||||||||||||||||||
| ISSN: | 2072-4292 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Forest monitoring; land cover classification; deep learning; SAR; Sentinel-1; time series; InSAR | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||||||
| DLR - Research theme (Project): | R - AI4SAR | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > Spaceborne SAR Systems Microwaves and Radar Institute | ||||||||||||||||||||
| Deposited By: | Diniz Dal Molin Junior, Ricardo Simao | ||||||||||||||||||||
| Deposited On: | 28 Nov 2025 18:38 | ||||||||||||||||||||
| Last Modified: | 24 Jul 2026 18:52 |
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