The Application of Sentinel-2 Data for Automatic Forest Cover Changes Assessment – Białowieża Primeval Forest Case Study

IF 0.6 Q4 ENGINEERING, CIVIL Civil and Environmental Engineering Reports Pub Date : 2021-12-01 DOI:10.2478/ceer-2021-0054
R. Pelc-Mieczkowska
{"title":"The Application of Sentinel-2 Data for Automatic Forest Cover Changes Assessment – Białowieża Primeval Forest Case Study","authors":"R. Pelc-Mieczkowska","doi":"10.2478/ceer-2021-0054","DOIUrl":null,"url":null,"abstract":"Abstract Sentinel-2 mission, as a part of European Space Agency Earth Observation Program Copernicus, designed specifically for Earth surface observations provides images in 13 bands. That imaging is used to analyse many subject areas as Land monitoring, Emergency management, Security and Climate change. In the presented paper the application of Sentinel-2 data for automatic forest cover changes detection has been analysed. As input data, B02, B03, B04 and B08 bands have been used to compute Normalized Difference Vegetation Index (NDVI) and Enhanced Normalized Difference Vegetation Index (ENDVI). To track changes in the forest cover over the years, for each pixel the difference in the value of vegetation indices between consecutive years have been calculated. Then the threshold was set at the level of 0.15. The values of differences above the threshold mean a significant decrease in the quality of vegetation and may be considered areas of deforestation.","PeriodicalId":54121,"journal":{"name":"Civil and Environmental Engineering Reports","volume":"31 1","pages":"148 - 166"},"PeriodicalIF":0.6000,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Civil and Environmental Engineering Reports","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/ceer-2021-0054","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, CIVIL","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract Sentinel-2 mission, as a part of European Space Agency Earth Observation Program Copernicus, designed specifically for Earth surface observations provides images in 13 bands. That imaging is used to analyse many subject areas as Land monitoring, Emergency management, Security and Climate change. In the presented paper the application of Sentinel-2 data for automatic forest cover changes detection has been analysed. As input data, B02, B03, B04 and B08 bands have been used to compute Normalized Difference Vegetation Index (NDVI) and Enhanced Normalized Difference Vegetation Index (ENDVI). To track changes in the forest cover over the years, for each pixel the difference in the value of vegetation indices between consecutive years have been calculated. Then the threshold was set at the level of 0.15. The values of differences above the threshold mean a significant decrease in the quality of vegetation and may be considered areas of deforestation.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Sentinel-2数据在森林覆盖变化自动评估中的应用——Białowież原始森林案例研究
摘要哨兵2号任务是欧洲航天局地球观测计划哥白尼的一部分,专门为地球表面观测设计,提供了13个波段的图像。该图像用于分析土地监测、应急管理、安全和气候变化等许多主题领域。本文分析了Sentinel-2数据在森林覆盖变化自动检测中的应用。作为输入数据,B02、B03、B04和B08波段已被用于计算归一化差异植被指数(NDVI)和增强归一化差异植被指标(ENDVI)。为了跟踪森林覆盖率多年来的变化,对每个像素计算了连续年份之间植被指数值的差异。然后将阈值设置在0.15的水平。高于阈值的差异值意味着植被质量显著下降,可以被视为森林砍伐地区。
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 去求助
来源期刊
自引率
14.30%
发文量
40
审稿时长
52 weeks
期刊最新文献
Comparison of the Use of Renewable Energy Sources (Res) by Poland and Latvia in the Perspective of the Environmental Objectives Set by the European Union Interlevel Connections as a Way to Increase the Ventilation Efficiency of a Mine Ventilation Network - a Case Study Flexural Buckling Resistance of Stiffeners Reinforcing Wall of a Steel Silo Short- term Influence of Glyphosate on Microorganisms in Backyard Compost Ozonation in Wastewater Disinfection
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1