Pulella, Andrea and Sica, Francescopaolo and Rizzoli, Paola (2018) Monitoring deforestation in the Amazon basin using Sentinel-1 interferometric SAR time series. Kleinheubacher Tagung, 2018-09-24 - 2018-09-26, Miltenberg, Germany.
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Abstract
The need for stopping illegal deforestation activities in the rainforest areas is nowadays strongly recognised. In this paper, a novel approach to detect and monitor forest degradation in the Amazon rainforest basin is performed using Sentinel-1 interferometric SAR data. A preliminary classification approach based on the characterization of temporal decorrelation and radar backscattering is introduced. More consolidated results, supported by interferometric nonlocal pre-filtering and a machine learning classifier, will be presented in the final paper.
Item URL in elib: | https://elib.dlr.de/121579/ | ||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||
Title: | Monitoring deforestation in the Amazon basin using Sentinel-1 interferometric SAR time series | ||||||||||||||||
Authors: |
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Date: | 24 September 2018 | ||||||||||||||||
Refereed publication: | No | ||||||||||||||||
Open Access: | No | ||||||||||||||||
Gold Open Access: | No | ||||||||||||||||
In SCOPUS: | No | ||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||
Status: | Published | ||||||||||||||||
Keywords: | Sentinel-1, Interferometry, Forest Mapping | ||||||||||||||||
Event Title: | Kleinheubacher Tagung | ||||||||||||||||
Event Location: | Miltenberg, Germany | ||||||||||||||||
Event Type: | national Conference | ||||||||||||||||
Event Dates: | 2018-09-24 - 2018-09-26 | ||||||||||||||||
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 - Projekt TanDEM-X (old) | ||||||||||||||||
Location: | Oberpfaffenhofen | ||||||||||||||||
Institutes and Institutions: | Microwaves and Radar Institute Microwaves and Radar Institute > Spaceborne SAR Systems | ||||||||||||||||
Deposited By: | Pulella, M.Eng. Andrea | ||||||||||||||||
Deposited On: | 01 Oct 2018 08:52 | ||||||||||||||||
Last Modified: | 21 Jan 2019 14:49 |
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