Identifying invertebrate indicators for streamflow duration assessments in forested headwater streams

IF 1.7 4区 环境科学与生态学 Q3 ECOLOGY
Freshwater Science Pub Date : 2023-07-05 DOI:10.1086/726081
K. Fritz, R. Kashuba, G. Pond, J. Christensen, L. Alexander, Benjamin J. Washington, B. Johnson, D. Walters, W. Thoeny, Paul C. Weaver
{"title":"Identifying invertebrate indicators for streamflow duration assessments in forested headwater streams","authors":"K. Fritz, R. Kashuba, G. Pond, J. Christensen, L. Alexander, Benjamin J. Washington, B. Johnson, D. Walters, W. Thoeny, Paul C. Weaver","doi":"10.1086/726081","DOIUrl":null,"url":null,"abstract":"Streamflow-duration assessment methods (SDAMs) are rapid, indicator-based tools for classifying streamflow duration (e.g., intermittent vs perennial flow) at the reach scale. Indicators are easily assessed stream properties used as surrogates of flow duration, which is too resource intensive to measure directly for many reaches. Invertebrates are commonly used as SDAM indicators because many are not highly mobile, and different species have life stages that require flow for different durations and times of the year. The objectives of this study were to 1) identify invertebrate taxa that can be used as SDAM indicators to distinguish between stream reaches having intermittent and perennial flow, 2) to compare indicator strength across different taxonomic and numeric resolutions, and 3) to assess the relative importance of season and habitat type on the ability of invertebrates to predict streamflow-duration class. We used 2 methods, random forest models and indicator species analysis, to analyze aquatic and terrestrial invertebrate data (presence/absence, density, and biomass) at the family and genus levels from 370 samples collected from both erosional and depositional habitats during both wet and dry seasons. In total, 36 intermittent and 53 perennial reaches were sampled along 31 forested headwater streams in 4 level II ecoregions across the United States. Random forest models for family- and genus-level datasets had stream classification accuracy ranging from 88.9 to 93.2%, with slightly higher accuracy for density than for presence/absence and biomass datasets. Season (wet/dry) tended to be a stronger predictor of streamflow-duration class than habitat (erosional/depositional). Many taxa at the family (58.8%) and genus level (61.6%) were collected from both intermittent and perennial reaches, and most taxa that were exclusive to 1 streamflow-duration class were rarely collected. However, 23 family-level or higher taxa (20 aquatic and 3 terrestrial) and 44 aquatic genera were identified as potential indicators of streamflow-duration class for forested headwater streams. The utility of the potential indicators varied across level II ecoregions in part because of representation of intermittent and perennial reaches in the dataset but also because of variable ecological responses to drying among species. Aquatic invertebrates have been an important field indicator of perennial reaches in existing SDAMs, but our findings highlight how including aquatic and terrestrial invertebrates as indicators of intermittent reaches can further maximize the data collected for streamflow-duration classifications.","PeriodicalId":48926,"journal":{"name":"Freshwater Science","volume":"42 1","pages":"247 - 267"},"PeriodicalIF":1.7000,"publicationDate":"2023-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Freshwater Science","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1086/726081","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Streamflow-duration assessment methods (SDAMs) are rapid, indicator-based tools for classifying streamflow duration (e.g., intermittent vs perennial flow) at the reach scale. Indicators are easily assessed stream properties used as surrogates of flow duration, which is too resource intensive to measure directly for many reaches. Invertebrates are commonly used as SDAM indicators because many are not highly mobile, and different species have life stages that require flow for different durations and times of the year. The objectives of this study were to 1) identify invertebrate taxa that can be used as SDAM indicators to distinguish between stream reaches having intermittent and perennial flow, 2) to compare indicator strength across different taxonomic and numeric resolutions, and 3) to assess the relative importance of season and habitat type on the ability of invertebrates to predict streamflow-duration class. We used 2 methods, random forest models and indicator species analysis, to analyze aquatic and terrestrial invertebrate data (presence/absence, density, and biomass) at the family and genus levels from 370 samples collected from both erosional and depositional habitats during both wet and dry seasons. In total, 36 intermittent and 53 perennial reaches were sampled along 31 forested headwater streams in 4 level II ecoregions across the United States. Random forest models for family- and genus-level datasets had stream classification accuracy ranging from 88.9 to 93.2%, with slightly higher accuracy for density than for presence/absence and biomass datasets. Season (wet/dry) tended to be a stronger predictor of streamflow-duration class than habitat (erosional/depositional). Many taxa at the family (58.8%) and genus level (61.6%) were collected from both intermittent and perennial reaches, and most taxa that were exclusive to 1 streamflow-duration class were rarely collected. However, 23 family-level or higher taxa (20 aquatic and 3 terrestrial) and 44 aquatic genera were identified as potential indicators of streamflow-duration class for forested headwater streams. The utility of the potential indicators varied across level II ecoregions in part because of representation of intermittent and perennial reaches in the dataset but also because of variable ecological responses to drying among species. Aquatic invertebrates have been an important field indicator of perennial reaches in existing SDAMs, but our findings highlight how including aquatic and terrestrial invertebrates as indicators of intermittent reaches can further maximize the data collected for streamflow-duration classifications.
确定森林源溪流水流持续时间评估的无脊椎动物指标
流时评估方法(sdam)是一种快速的、基于指标的工具,用于在河段尺度上对流时进行分类(例如,间歇流与多年流)。指标很容易评估流属性,用作流持续时间的替代品,这对许多河段来说太过资源密集,无法直接测量。无脊椎动物通常被用作SDAM指标,因为许多动物的流动性不高,不同的物种有不同的生命阶段,需要在一年中的不同时间和时间流动。本研究的目的是:1)确定可作为SDAM指标的无脊椎动物类群,以区分间歇流和多年流的河流河段;2)比较不同分类和数值分辨率下的指标强度;3)评估季节和栖息地类型对无脊椎动物预测河流时间等级能力的相对重要性。采用随机森林模型和指示物种分析两种方法,分析了在湿季和旱季从侵蚀和沉积生境采集的370个水生和陆生无脊椎动物样本的科和属水平数据(存在/缺失、密度和生物量)。在美国4个二级生态区内,沿31条森林源河流共取样了36条间歇河段和53条多年生河段。科级和属级数据集的随机森林模型的流分类准确率在88.9 ~ 93.2%之间,密度的准确率略高于存在/缺失和生物量数据集的准确率。季节(湿/干)比生境(侵蚀/沉积)更能预测径流持续时间。科级(58.8%)和属级(61.6%)的分类群在间歇河段和多年生河段均有收集,而只属于一个流时纲的分类群很少被收集。结果表明,23个科级以上分类群(20个水生分类群,3个陆生分类群)和44个水生属可作为森林源流流时级的潜在指标。潜在指标的效用在二级生态区域之间存在差异,部分原因是数据集中间歇性和多年生河段的代表性,但也因为物种之间对干燥的生态反应不同。水生无脊椎动物一直是现有水库中多年生河段的重要野外指标,但我们的研究结果强调了如何将水生和陆生无脊椎动物作为间歇河段的指标,从而进一步最大化收集的数据,以进行流时分类。
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
来源期刊
Freshwater Science
Freshwater Science ECOLOGY-MARINE & FRESHWATER BIOLOGY
CiteScore
4.10
自引率
0.00%
发文量
49
审稿时长
6-12 weeks
期刊介绍: Freshwater Science (FWS) publishes articles that advance understanding and environmental stewardship of all types of inland aquatic ecosystems (lakes, rivers, streams, reservoirs, subterranean, and estuaries) and ecosystems at the interface between aquatic and terrestrial habitats (wetlands, riparian areas, and floodplains). The journal regularly features papers on a wide range of topics, including physical, chemical, and biological properties of lentic and lotic habitats; ecosystem processes; structure and dynamics of populations, communities, and ecosystems; ecology, systematics, and genetics of freshwater organisms, from bacteria to vertebrates; linkages between freshwater and other ecosystems and between freshwater ecology and other aquatic sciences; bioassessment, conservation, and restoration; environmental management; and new or novel methods for basic or applied research.
×
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