美国蒙大拿州和怀俄明州粉河沿岸俄罗斯橄榄的分布和入侵动态

IF 2.8 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Biological Invasions Pub Date : 2024-08-03 DOI:10.1007/s10530-024-03394-3
Karissa Courtney, Catherine Buczek, Sharon Bywater-Reyes, Dahlia Shahin, Amy Tian, Carly Andrews, Scott Franklin, Brian Woodward, Scott Cunningham, Anthony G. Vorster
{"title":"美国蒙大拿州和怀俄明州粉河沿岸俄罗斯橄榄的分布和入侵动态","authors":"Karissa Courtney, Catherine Buczek, Sharon Bywater-Reyes, Dahlia Shahin, Amy Tian, Carly Andrews, Scott Franklin, Brian Woodward, Scott Cunningham, Anthony G. Vorster","doi":"10.1007/s10530-024-03394-3","DOIUrl":null,"url":null,"abstract":"<p>The invasive shrub, Russian olive (<i>Elaeagnus augustifolia</i>), is widely established within riparian areas across North America and eastern Europe. Limited information on its distribution and invasion dynamics in northern regions has hampered understanding and management efforts. Given this lack of spatial and ecological information we worked with local stakeholders and developed two main objectives: (1) map the distribution of Russian olive along the Powder River (Montana and Wyoming, United States) as of 2020 with field data and remote sensing; and (2) relate that distribution to environmental variables to understand its habitat suitability and community/invasion dynamics. Field data showed Russian olive has reached near equal canopy cover (18.3%) to native Plains cottonwood (<i>Populus deltoides;</i> 19.1%) and has a broader distribution. At the watershed scale, we modeled Russian olive distribution using field surveys, ocular sampling of aerial imagery, and spectral variables from Sentinel-2 MultiSpectral Instrument using a random forest model (RMSE = 15.42, R<sup>2</sup> = 0.64). A statistical model linking the resulting Russian olive percent cover detection map to environmental variables for the entire watershed indicated Russian olive cover increased with flow accumulation and decreased with elevation, and was associated with poorer soil types. We attribute the success of Russian olive to its broad habitat suitability combined with changing hydrologic conditions favoring it over natives. The maps of Russian olive cover along the Powder River and its main tributaries in northern Wyoming and southern Montana revealed regions of the watershed with high and low cover, which can guide landscape-scale management prioritization. This study provides a repeatable Russian olive detection method due to the use of Sentinel-2 imagery that is available worldwide and provides insight into Russian olive’s ecological relationships and success with relevance for management across areas with similar environmental conditions.</p>","PeriodicalId":9202,"journal":{"name":"Biological Invasions","volume":"38 1","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2024-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Russian olive distribution and invasion dynamics along the Powder River, Montana and Wyoming, USA\",\"authors\":\"Karissa Courtney, Catherine Buczek, Sharon Bywater-Reyes, Dahlia Shahin, Amy Tian, Carly Andrews, Scott Franklin, Brian Woodward, Scott Cunningham, Anthony G. Vorster\",\"doi\":\"10.1007/s10530-024-03394-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The invasive shrub, Russian olive (<i>Elaeagnus augustifolia</i>), is widely established within riparian areas across North America and eastern Europe. Limited information on its distribution and invasion dynamics in northern regions has hampered understanding and management efforts. Given this lack of spatial and ecological information we worked with local stakeholders and developed two main objectives: (1) map the distribution of Russian olive along the Powder River (Montana and Wyoming, United States) as of 2020 with field data and remote sensing; and (2) relate that distribution to environmental variables to understand its habitat suitability and community/invasion dynamics. Field data showed Russian olive has reached near equal canopy cover (18.3%) to native Plains cottonwood (<i>Populus deltoides;</i> 19.1%) and has a broader distribution. At the watershed scale, we modeled Russian olive distribution using field surveys, ocular sampling of aerial imagery, and spectral variables from Sentinel-2 MultiSpectral Instrument using a random forest model (RMSE = 15.42, R<sup>2</sup> = 0.64). A statistical model linking the resulting Russian olive percent cover detection map to environmental variables for the entire watershed indicated Russian olive cover increased with flow accumulation and decreased with elevation, and was associated with poorer soil types. We attribute the success of Russian olive to its broad habitat suitability combined with changing hydrologic conditions favoring it over natives. The maps of Russian olive cover along the Powder River and its main tributaries in northern Wyoming and southern Montana revealed regions of the watershed with high and low cover, which can guide landscape-scale management prioritization. This study provides a repeatable Russian olive detection method due to the use of Sentinel-2 imagery that is available worldwide and provides insight into Russian olive’s ecological relationships and success with relevance for management across areas with similar environmental conditions.</p>\",\"PeriodicalId\":9202,\"journal\":{\"name\":\"Biological Invasions\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2024-08-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Biological Invasions\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1007/s10530-024-03394-3\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIODIVERSITY CONSERVATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biological Invasions","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1007/s10530-024-03394-3","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIODIVERSITY CONSERVATION","Score":null,"Total":0}
引用次数: 0

摘要

入侵灌木俄罗斯橄榄(Elaeagnus augustifolia)广泛分布于北美和东欧的河岸地区。有关其在北方地区的分布和入侵动态的信息有限,阻碍了对其的了解和管理工作。鉴于缺乏空间和生态信息,我们与当地利益相关者合作,制定了两个主要目标:(1) 利用实地数据和遥感技术,绘制截至 2020 年俄罗斯橄榄在粉河(美国蒙大拿州和怀俄明州)沿岸的分布图;(2) 将分布情况与环境变量联系起来,以了解其栖息地适宜性和群落/入侵动态。实地数据显示,俄罗斯榄仁的树冠覆盖率(18.3%)与原生平原木棉(Populus deltoides;19.1%)几乎相当,而且分布范围更广。在流域尺度上,我们利用实地调查、航空图像的目视取样以及来自哨兵-2 多光谱仪器的光谱变量,使用随机森林模型(RMSE = 15.42,R2 = 0.64)对俄罗斯榄仁的分布进行了建模。将所得到的俄罗斯榄仁覆盖率检测图与整个流域的环境变量联系起来的统计模型表明,俄罗斯榄仁的覆盖率随流量累积而增加,随海拔升高而降低,并且与较贫瘠的土壤类型有关。我们将俄罗斯橄榄的成功归因于其广泛的栖息地适宜性,以及不断变化的水文条件对其比本地植物更有利。沿怀俄明州北部和蒙大拿州南部的粉河及其主要支流绘制的俄罗斯榄仁覆盖率地图揭示了该流域的高覆盖率区域和低覆盖率区域,这可以指导景观尺度管理的优先排序。由于使用了全球通用的哨兵-2 图像,这项研究提供了一种可重复的俄罗斯榄仁检测方法,并深入分析了俄罗斯榄仁的生态关系和成功与否,对环境条件相似地区的管理具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

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
Russian olive distribution and invasion dynamics along the Powder River, Montana and Wyoming, USA

The invasive shrub, Russian olive (Elaeagnus augustifolia), is widely established within riparian areas across North America and eastern Europe. Limited information on its distribution and invasion dynamics in northern regions has hampered understanding and management efforts. Given this lack of spatial and ecological information we worked with local stakeholders and developed two main objectives: (1) map the distribution of Russian olive along the Powder River (Montana and Wyoming, United States) as of 2020 with field data and remote sensing; and (2) relate that distribution to environmental variables to understand its habitat suitability and community/invasion dynamics. Field data showed Russian olive has reached near equal canopy cover (18.3%) to native Plains cottonwood (Populus deltoides; 19.1%) and has a broader distribution. At the watershed scale, we modeled Russian olive distribution using field surveys, ocular sampling of aerial imagery, and spectral variables from Sentinel-2 MultiSpectral Instrument using a random forest model (RMSE = 15.42, R2 = 0.64). A statistical model linking the resulting Russian olive percent cover detection map to environmental variables for the entire watershed indicated Russian olive cover increased with flow accumulation and decreased with elevation, and was associated with poorer soil types. We attribute the success of Russian olive to its broad habitat suitability combined with changing hydrologic conditions favoring it over natives. The maps of Russian olive cover along the Powder River and its main tributaries in northern Wyoming and southern Montana revealed regions of the watershed with high and low cover, which can guide landscape-scale management prioritization. This study provides a repeatable Russian olive detection method due to the use of Sentinel-2 imagery that is available worldwide and provides insight into Russian olive’s ecological relationships and success with relevance for management across areas with similar environmental conditions.

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
Biological Invasions
Biological Invasions 环境科学-生态学
CiteScore
6.00
自引率
6.90%
发文量
248
审稿时长
3 months
期刊介绍: Biological Invasions publishes research and synthesis papers on patterns and processes of biological invasions in terrestrial, freshwater, and marine (including brackish) ecosystems. Also of interest are scholarly papers on management and policy issues as they relate to conservation programs and the global amelioration or control of invasions. The journal will consider proposals for special issues resulting from conferences or workshops on invasions.There are no page charges to publish in this journal.
期刊最新文献
Plant invasion down under: exploring the below-ground impact of invasive plant species on soil properties and invertebrate communities in the Central Plateau of New Zealand Cats in a bag: state-based spending for invasive species management across the United States is haphazard, uncoordinated, and incomplete Range expansion of the invasive hybrid cattail Typha × glauca exceeds that of its maternal plant T. angustifolia in the western Prairie Pothole Region of North America Recruitment curves of three non-native conifers in European temperate forests: implications for invasions Combining storm flood water level and topography to prioritize inter-basin transfer of non-native aquatic species in the United States
×
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