The near real-time deforestation detection system: case study of the DETER system for the Cerrado Biome

Pub Date : 2023-10-09 DOI:10.1080/25726838.2023.2265242
T. P. Pinheiro, C. A. Almeida, L. M. Pinheiro, D. M. Valeriano, A. R. Gomes, M. Adami, A. Scheide, S. H. Nogueira
{"title":"The near real-time deforestation detection system: case study of the DETER system for the Cerrado Biome","authors":"T. P. Pinheiro, C. A. Almeida, L. M. Pinheiro, D. M. Valeriano, A. R. Gomes, M. Adami, A. Scheide, S. H. Nogueira","doi":"10.1080/25726838.2023.2265242","DOIUrl":null,"url":null,"abstract":"ABSTRACTLess than half of the original two million km2 of the Brazilian Savanna natural vegetation, called the Cerrado Biome, remains standing. Given its climate and socio-biodiversity importance, more effective public policies are needed to protect the remaining natural areas. In this paper, we present the methodology and results of the DETER Cerrado, an early warning deforestation system within the Cerrado region. The findings support that DETER is effective in detecting a wider range of deforestation patch sizes, from the larger patches, heavily associated with agricultural expansion, to the smaller areas (>1 ha <10 ha). Nevertheless, 80% of the deforestation is concentrated in the 10-km radius zone from the DETER Alerts. This area was later detected by the Cerrado Deforestation Monitoring Project (PRODES), the system that accounts for the annual deforestation rate assessment, which highlights the capability of the DETER system to provide support to the surveillance of deforestation in the Cerrado.KEYWORDS: Land cover changemonitoringdesign methodologyforest governanceBrazilian savanna woodland Disclosure statementNo potential conflict of interest was reported by the author(s).Geolocation informationBounding Box - X: -41.512, Y: -2.699; X: -61.071, Y: -23.793.Data availability statementThe data that support the findings of this study are openly available in the TerraBrasilis platform at http://terrabrasilis.dpi.inpe.br/en/download-2/, reference number e6e15388-4ca9-49b9-aec9-03891339a35e.Additional informationFundingThis work was supported by the World Bank Group under Grant P143185; and the Conselho Nacional de Desenvolvimento Científico e Tecnológico under Grant 444418/2018-0, 306334/2020-8, 381125/2023-8, 381120/2023-6. We thank Laboratório de Processamento de Imagens (LAPIG/UFG) for assistance in the field, the anonymous reviewers, and Prof. Dr. Camilo Rennó for suggestions in the manuscript.","PeriodicalId":0,"journal":{"name":"","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/25726838.2023.2265242","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

ABSTRACTLess than half of the original two million km2 of the Brazilian Savanna natural vegetation, called the Cerrado Biome, remains standing. Given its climate and socio-biodiversity importance, more effective public policies are needed to protect the remaining natural areas. In this paper, we present the methodology and results of the DETER Cerrado, an early warning deforestation system within the Cerrado region. The findings support that DETER is effective in detecting a wider range of deforestation patch sizes, from the larger patches, heavily associated with agricultural expansion, to the smaller areas (>1 ha <10 ha). Nevertheless, 80% of the deforestation is concentrated in the 10-km radius zone from the DETER Alerts. This area was later detected by the Cerrado Deforestation Monitoring Project (PRODES), the system that accounts for the annual deforestation rate assessment, which highlights the capability of the DETER system to provide support to the surveillance of deforestation in the Cerrado.KEYWORDS: Land cover changemonitoringdesign methodologyforest governanceBrazilian savanna woodland Disclosure statementNo potential conflict of interest was reported by the author(s).Geolocation informationBounding Box - X: -41.512, Y: -2.699; X: -61.071, Y: -23.793.Data availability statementThe data that support the findings of this study are openly available in the TerraBrasilis platform at http://terrabrasilis.dpi.inpe.br/en/download-2/, reference number e6e15388-4ca9-49b9-aec9-03891339a35e.Additional informationFundingThis work was supported by the World Bank Group under Grant P143185; and the Conselho Nacional de Desenvolvimento Científico e Tecnológico under Grant 444418/2018-0, 306334/2020-8, 381125/2023-8, 381120/2023-6. We thank Laboratório de Processamento de Imagens (LAPIG/UFG) for assistance in the field, the anonymous reviewers, and Prof. Dr. Camilo Rennó for suggestions in the manuscript.
分享
查看原文
近实时森林砍伐检测系统:塞拉多生物群的DETER系统案例研究
【摘要】被称为塞拉多生物群(Cerrado Biome)的巴西热带稀树草原原200万平方公里的自然植被中,只有不到一半的植被仍然存在。鉴于其气候和社会生物多样性的重要性,需要更有效的公共政策来保护剩余的自然区域。本文介绍了Cerrado地区森林砍伐预警系统DETER Cerrado的方法和结果。研究结果表明,DETER在检测更大范围的森林砍伐斑块大小方面是有效的,从与农业扩张密切相关的较大斑块到较小的区域(>1公顷<10公顷)。然而,80%的森林砍伐集中在震慑警报半径10公里的区域。塞拉多森林砍伐监测项目(PRODES)后来发现了这一地区,该系统负责每年的森林砍伐率评估,突出了DETER系统为塞拉多森林砍伐监测提供支持的能力。关键词:土地覆盖变化监测设计方法森林治理巴西稀树草原林地披露声明作者未报告潜在的利益冲突。地理位置信息边界框- X: -41.512, Y: -2.699;X: -61.071, y: -23.793。数据可用性声明支持本研究结果的数据可在TerraBrasilis平台上公开获取,网址为http://terrabrasilis.dpi.inpe.br/en/download-2/,参考编号为e6e15388-4ca9-49b9-aec9-03891339a35e。本工作得到了世界银行集团P143185赠款的支持;和国家环境保护研究中心Científico e Tecnológico,资助444418/2018- 0,306334 /2020- 8,381125 /2023- 8,381120 /2023-6。我们感谢Laboratório de Processamento de Imagens (LAPIG/UFG)在现场提供的帮助,匿名审稿人,以及Camilo博士教授Rennó在手稿中的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信