利用哨兵2号卫星图像在保加利亚斯莫利安地区受风吹影响的挪威云杉林中早期检测到Ips印刷病侵扰

G. Georgiev, M. Georgieva, Sevdalin Belilov, P. Mirchev, Stanko Deliyanchev, Velizar Mladenov, Kadir Kropov, Sirma Haydarova
{"title":"利用哨兵2号卫星图像在保加利亚斯莫利安地区受风吹影响的挪威云杉林中早期检测到Ips印刷病侵扰","authors":"G. Georgiev, M. Georgieva, Sevdalin Belilov, P. Mirchev, Stanko Deliyanchev, Velizar Mladenov, Kadir Kropov, Sirma Haydarova","doi":"10.3897/silvabalcanica.22.e98314","DOIUrl":null,"url":null,"abstract":"Strong winds uprooted more than 100 thousand m3 of coniferous trees in natural forest stands nearby the town of Smolyan (the Western Rhodopes) in January 2018. Although damaged trees were quickly removed from the stands, the European spruce bark beetle (Ips typographus) attacked the healthy Norway spruce trees near the windthrow areas in August 2020. Our hypothesis was that the trees were infested by the pest in previous years when no symptoms of attacks were observed. This study was conducted in three spruce stands, located near the windthrow areas and attacked by I. typographus, and in three control (healthy) stands located 5-10 km from the affected areas. We used satellite images captured by Sentinel-2 in September 2017-2020. It was established that in September 2017 (a year before the windthrow), the mean values of the Normalized difference vegetation index (NDVI) in the attacked stands were concentrated between 0.60 and 0.75 (with a maximum at 0.70), indicating that the trees were in good health. During the period 2018-2020 the distribution of mean values of NDVI was stretched between 0.35 and 0.75, which is an indication of evidence of pest attacks on the individual trees. The detail comparison of pixel values of the NDVI in the attacked and control sample plots was made on the base of images captured on 27.06.2020. The mean NDVI values in the three control plots (0.74-0.79) were much higher than the mean values in the sample plots attacked by the pest (0.57-0.65). These results showed that the values of NDVI based on satellite remote sensing data of Sentinel-2 can be used for early detection of I. typographus infestations in spruce stands around the windthrows. These data are important for rapid planning and implementing the sanitary feelings that reduce the pest population.","PeriodicalId":52662,"journal":{"name":"Silva Balcanica","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Early detection of Ips typographus infestations by using Sentinel-2 satellite images in windthrow affected Norway spruce forests in Smolyan region, Bulgaria\",\"authors\":\"G. Georgiev, M. Georgieva, Sevdalin Belilov, P. Mirchev, Stanko Deliyanchev, Velizar Mladenov, Kadir Kropov, Sirma Haydarova\",\"doi\":\"10.3897/silvabalcanica.22.e98314\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Strong winds uprooted more than 100 thousand m3 of coniferous trees in natural forest stands nearby the town of Smolyan (the Western Rhodopes) in January 2018. Although damaged trees were quickly removed from the stands, the European spruce bark beetle (Ips typographus) attacked the healthy Norway spruce trees near the windthrow areas in August 2020. Our hypothesis was that the trees were infested by the pest in previous years when no symptoms of attacks were observed. This study was conducted in three spruce stands, located near the windthrow areas and attacked by I. typographus, and in three control (healthy) stands located 5-10 km from the affected areas. We used satellite images captured by Sentinel-2 in September 2017-2020. It was established that in September 2017 (a year before the windthrow), the mean values of the Normalized difference vegetation index (NDVI) in the attacked stands were concentrated between 0.60 and 0.75 (with a maximum at 0.70), indicating that the trees were in good health. During the period 2018-2020 the distribution of mean values of NDVI was stretched between 0.35 and 0.75, which is an indication of evidence of pest attacks on the individual trees. The detail comparison of pixel values of the NDVI in the attacked and control sample plots was made on the base of images captured on 27.06.2020. The mean NDVI values in the three control plots (0.74-0.79) were much higher than the mean values in the sample plots attacked by the pest (0.57-0.65). These results showed that the values of NDVI based on satellite remote sensing data of Sentinel-2 can be used for early detection of I. typographus infestations in spruce stands around the windthrows. These data are important for rapid planning and implementing the sanitary feelings that reduce the pest population.\",\"PeriodicalId\":52662,\"journal\":{\"name\":\"Silva Balcanica\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Silva Balcanica\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3897/silvabalcanica.22.e98314\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Silva Balcanica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3897/silvabalcanica.22.e98314","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

2018年1月,强风将斯莫利安镇(西部罗多佩)附近的天然林中超过10万立方米的针叶树连根拔起。尽管受损的树木很快被从林分中移除,但欧洲云杉树皮甲虫(Ips printinus)于2020年8月袭击了风吹区附近健康的挪威云杉树。我们的假设是,在前几年没有观察到这种害虫的侵袭症状时,树木就受到了这种害虫的侵扰。这项研究是在三个云杉林中进行的,这些云杉林位于风吹区附近,并受到I.printinus的攻击,以及在距离受影响地区5-10公里的三个对照(健康)林中进行。我们使用了哨兵2号在2017-2020年9月拍摄的卫星图像。据证实,2017年9月(风吹前一年),受攻击林分的归一化差异植被指数(NDVI)平均值集中在0.60至0.75之间(最大值为0.70),表明树木健康状况良好。在2018-2020年期间,NDVI的平均值分布在0.35至0.75之间,这表明有证据表明个别树木受到害虫袭击。基于2020年6月27日拍摄的图像,对攻击样本图和对照样本图中NDVI的像素值进行了详细比较。三个对照区的NDVI平均值(0.74~0.79)远高于受虫害影响的样地的NDVI的平均值(0.57~0.65)。这些数据对于快速规划和实施减少害虫数量的卫生感觉非常重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Early detection of Ips typographus infestations by using Sentinel-2 satellite images in windthrow affected Norway spruce forests in Smolyan region, Bulgaria
Strong winds uprooted more than 100 thousand m3 of coniferous trees in natural forest stands nearby the town of Smolyan (the Western Rhodopes) in January 2018. Although damaged trees were quickly removed from the stands, the European spruce bark beetle (Ips typographus) attacked the healthy Norway spruce trees near the windthrow areas in August 2020. Our hypothesis was that the trees were infested by the pest in previous years when no symptoms of attacks were observed. This study was conducted in three spruce stands, located near the windthrow areas and attacked by I. typographus, and in three control (healthy) stands located 5-10 km from the affected areas. We used satellite images captured by Sentinel-2 in September 2017-2020. It was established that in September 2017 (a year before the windthrow), the mean values of the Normalized difference vegetation index (NDVI) in the attacked stands were concentrated between 0.60 and 0.75 (with a maximum at 0.70), indicating that the trees were in good health. During the period 2018-2020 the distribution of mean values of NDVI was stretched between 0.35 and 0.75, which is an indication of evidence of pest attacks on the individual trees. The detail comparison of pixel values of the NDVI in the attacked and control sample plots was made on the base of images captured on 27.06.2020. The mean NDVI values in the three control plots (0.74-0.79) were much higher than the mean values in the sample plots attacked by the pest (0.57-0.65). These results showed that the values of NDVI based on satellite remote sensing data of Sentinel-2 can be used for early detection of I. typographus infestations in spruce stands around the windthrows. These data are important for rapid planning and implementing the sanitary feelings that reduce the pest population.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
8
审稿时长
12 weeks
期刊最新文献
Study on the Coupled Human – Natural System in Velingrad municipality, Bulgaria: a resilience perspective Aquaporins: Multifunctional Players in Plant Growth, Development and Stress Responses Timberlines of the Greek high mountains: status quo at the turn of the millennium Suitable forestry machines for mechanical fuel load reduction and salvage recovery: a short review Mediterranean predatory flies of the Dolichopodidae (Diptera, Empidoidea) family from Bulgaria and Turkey
×
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