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Monitoring deforestation in the Amazon basin using Sentinel-1 interferometric SAR time series

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.

Full text not available from this repository.

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/
Document Type:Conference or Workshop Item (Speech)
Title:Monitoring deforestation in the Amazon basin using Sentinel-1 interferometric SAR time series
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Pulella, Andreaandrea.pulella (at) dlr.dehttps://orcid.org/0000-0001-6295-617X
Sica, FrancescopaoloFrancescopaolo.Sica (at) dlr.dehttps://orcid.org/0000-0003-1593-1492
Rizzoli, PaolaPaola.Rizzoli (at) dlr.dehttps://orcid.org/0000-0001-9118-2732
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 - Erdbeobachtung
DLR - Research theme (Project):R - Projekt TanDEM-X
Location: Oberpfaffenhofen
Institutes and Institutions:Microwaves and Radar Institute
Microwaves and Radar Institute > Spaceborne SAR Systems
Deposited By: Pulella, Andrea
Deposited On:01 Oct 2018 08:52
Last Modified:21 Jan 2019 14:49

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