| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21d.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34T/47KS5PS | |||
| Repository | sid.inpe.br/mtc-m21d/2022/09.16.12.13 | |||
| Last Update | 2022:09.16.12.18.02 (UTC) simone | |||
| Metadata Repository | sid.inpe.br/mtc-m21d/2022/09.16.12.13.10 | |||
| Metadata Last Update | 2024:01.23.16.16.55 (UTC) simone | |||
| DOI | 10.3390/rs14153658 | |||
| ISSN | 2072-4292 | |||
| Citation Key | DoblasPrietoRBQMAMCSS:2022:OpNeTi | |||
| Title | DETER-R: An Operational Near-Real Time Tropical Forest Disturbance Warning System Based on Sentinel-1 Time Series Analysis  | |||
| Project | Monitoramento dos Biomas Brasileiros por Satélite – Construção de Novas Capacidades (2019 - 2023) | |||
| Year | 2022 | |||
| Month | Aug. | |||
| Access Date | 2024, May 22 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 672 KiB | |||
| 2. Context | ||||
| Author | 1 Doblas Prieto, Juan 2 Reis, Mariane Souza 3 Belluzzo, Amanda Pinoti 4 Quadros, Camila Barata 5 Moraes, Douglas Rafael Vidal de 6 Almeida, Claudio Aparecido de 7 Maurano, Luís Eduardo Pinheiro 8 Carvalho, André Fernando Araújo de 9 Sant'Anna, Sidnei João Siqueira 10 Shimabukuro, Yosio Edemir | |||
| Resume Identifier | 1 2 3 4 5 6 7 8 9 8JMKD3MGP5W/3C9JJ8N 10 8JMKD3MGP5W/3C9JJCQ | |||
| Group | 1 DIOTG-CGCT-INPE-MCTI-GOV-BR 2 CST-CST-DIPGR-INPE-MCTI-GOV-BR 3 DIOTG-CGCT-INPE-MCTI-GOV-BR 4 DIOTG-CGCT-INPE-MCTI-GOV-BR 5 DIOTG-CGCT-INPE-MCTI-GOV-BR 6 DIOTG-CGCT-INPE-MCTI-GOV-BR 7 DIOTG-CGCT-INPE-MCTI-GOV-BR 8 DIOTG-CGCT-INPE-MCTI-GOV-BR 9 DIOTG-CGCT-INPE-MCTI-GOV-BR 10 DIOTG-CGCT-INPE-MCTI-GOV-BR | |||
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 Instituto Nacional de Pesquisas Espaciais (INPE) 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 Instituto Nacional de Pesquisas Espaciais (INPE) 6 Instituto Nacional de Pesquisas Espaciais (INPE) 7 Instituto Nacional de Pesquisas Espaciais (INPE) 8 Instituto Nacional de Pesquisas Espaciais (INPE) 9 Instituto Nacional de Pesquisas Espaciais (INPE) 10 Instituto Nacional de Pesquisas Espaciais (INPE) | |||
| Author e-Mail Address | 1 juandb@gmail.com 2 rin.reis@gmail.com 3 amanda.belluzzo@gmail.com 4 camilbquadros@gmail.com 5 moraesdrv@gmail.com 6 almeidaclaudio68@gmail.com 7 luis.maurano@inpe.br 8 afacarvalho@yahoo.com.br 9 sjssantanna@gmail.com 10 edemirshima@gmail.com | |||
| Journal | Remote Sensing | |||
| Volume | 14 | |||
| Number | 15 | |||
| Pages | e3658 | |||
| Secondary Mark | B3_GEOGRAFIA B3_ENGENHARIAS_I B4_GEOCIÊNCIAS B4_CIÊNCIAS_AMBIENTAIS B5_CIÊNCIAS_AGRÁRIAS_I | |||
| History (UTC) | 2022-09-16 12:13:10 :: simone -> administrator :: 2022-09-16 12:13:11 :: administrator -> simone :: 2022 2022-09-16 12:18:03 :: simone -> administrator :: 2022 2022-09-20 02:16:15 :: administrator -> simone :: 2022 2022-12-19 18:53:06 :: simone -> administrator :: 2022 2023-01-03 16:46:15 :: administrator -> simone :: 2022 2023-12-18 23:18:29 :: simone -> administrator :: 2022 2024-01-10 18:58:23 :: administrator -> simone :: 2022 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | forest monitoring SAR Sentinel-1 time series analysis | |||
| Abstract | Continuous monitoring of forest disturbance on tropical forests is a fundamental tool to support proactive preservation actions and to stop further destruction of native vegetation. Currently most of the monitoring systems in operation are based on optical imagery, and thus are flaw-prone on areas with frequent cloud cover. As this, several Synthetic Aperture Radar (SAR)-based systems have been developed recently, aiming all-weather disturbance detection. This article presents the main aspects and the results of the first year of operation of the SAR based Near Real-Time Deforestation Detection System (DETER-R), an automated deforestation detection system focused on the Brazilian Amazon. DETER-R uses the Google Earth Engine platform to preprocess and analyze Sentinel-1 SAR time series. New images are treated and analyzed daily. After the automated analysis, the system vectorizes clusters of deforested pixels and sends the corresponding polygons to the environmental enforcement agency. After 12 months of operational life, the system has produced 88,572 forest disturbance warnings. Human validation of the warning polygons showed a extremely low rate of misdetections, with less than 0.2% of the detected area corresponding to false positives. During the first year of operation, DETER-R provided 33,234 warnings of interest to national monitoring agencies which were not detected by its optical counterpart DETER in the same period, corresponding to an area of 105,238.5 ha, or approximately 5% of the total detections. During the rainy season, the rate of additional detections increased as expected, reaching 8.1%. | |||
| Area | SRE | |||
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > COGPI > PRODES - Construção de Novas Capacidades > DETER-R: An Operational... | |||
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção pgr ATUAIS > CST > DETER-R: An Operational... | |||
| Arrangement 3 | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > DETER-R: An Operational... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| data URL | http://mtc-m21d.sid.inpe.br/ibi/8JMKD3MGP3W34T/47KS5PS | |||
| zipped data URL | http://mtc-m21d.sid.inpe.br/zip/8JMKD3MGP3W34T/47KS5PS | |||
| Language | en | |||
| Target File | remotesensing-14-03658-v2_compressed.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | allowpublisher allowfinaldraft | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Next Higher Units | 8JMKD3MGP6W34M/4AH5NEL 8JMKD3MGPCW/449U4PL 8JMKD3MGPCW/46KUATE | |||
| Citing Item List | sid.inpe.br/marte2/2024/01.10.18.57 8 sid.inpe.br/bibdigital/2022/04.03.22.23 4 sid.inpe.br/mtc-m21/2012/07.13.15.00.20 4 | |||
| Dissemination | WEBSCI; PORTALCAPES; MGA; COMPENDEX; SCOPUS. | |||
| Host Collection | urlib.net/www/2021/06.04.03.40 | |||
| 6. Notes | ||||
| Notes | Prêmio CAPES Elsevier 2023 - ODS 15: Vida terrestre | |||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition orcid parameterlist parentrepositories previousedition previouslowerunit progress readpermission rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarymark tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
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