Developing linkages between species traits and multiscaled environmental variation to explore vulnerability of stream benthic communities to climate change

被引:99
作者
Poff, N. LeRoy [1 ,2 ]
Pyne, Matthew I. [1 ,2 ]
Bledsoe, Brian P. [2 ,3 ]
Cuhaciyan, Christopher C. [4 ]
Carlisle, Daren M. [5 ]
机构
[1] Colorado State Univ, Dept Biol, Ft Collins, CO 80523 USA
[2] Colorado State Univ, Grad Degree Program Ecol, Ft Collins, CO 80523 USA
[3] Colorado State Univ, Dept Civil & Environm Engn, Ft Collins, CO 80523 USA
[4] Univ Idaho, Ctr Ecohydraul Res, Boise, ID 83702 USA
[5] US Geol Survey, Reston, VA 20192 USA
来源
JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY | 2010年 / 29卷 / 04期
关键词
benthic community; species traits; climate change; species vulnerability; MACROINVERTEBRATE COMMUNITIES; INVERTEBRATE TRAITS; BIOLOGICAL TRAITS; HABITAT TEMPLET; LAND-USE; REDUNDANCY; INSECTS; IMPACTS; ASSEMBLAGES; VARIABILITY;
D O I
10.1899/10-030.1
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Forecasting responses of benthic community structure and function to anthropogenic climate change is an emerging scientific challenge. Characterizing benthic species by biological attributes (traits) that are responsive to temperature and streamflow conditions can support a mechanistic approach for assessing the potential ecological responses to climate change. However, nonclimatic environmental factors also structure benthic communities and may mitigate transient climatic conditions, and these must be considered in evaluating potential impacts of climate change. Here we used macroinvertebrate and environmental data for 279 reference-quality sites spanning 12 states in the western US. For each sampling location, we described 45 environmental variables that spanned reach to catchment scales and that represented contemporary climate drivers, hydrologic metrics, and nonclimatic habitat features, as well as purely spatial metrics. We described benthic community composition at each site in terms of 7 species traits, including those considered sensitive to temperature increases and streamflow changes. All combined environmental variables explained 67% of the total trait variation across the sites, and catchment-scale climatic and hydrologic variables independently accounted for 19%. Sites were clustered into 3 community types based on trait composition, and a classification-tree analysis confirmed that climatic and hydrologic variables were important in partitioning these groups. Sensitivity of benthic communities to projected climate change was assessed by quantifying the proportion of taxa at sites having the traits of either cold stenothermy or obligate rheophily. Regression-tree analysis showed that temperature and hydrologic variables mostly accounted for the differences in proportion of sensitivity traits across the sites. We examined the vulnerability of sites to climate change by superimposing regional-scale projections of late-21(st)-century temperature and runoff change on the spatial distribution of temperature- and runoff-sensitive assemblages. Sites with high proportions of cold stenotherms and obligate rheophiles occur throughout the western US, but the degree of temperature and runoff change is projected to be greatest for reference sites in the Upper Colorado River and Great Basin. Thus, our results suggest that traits-based sensitivity coupled with intraregional variation in projected changes in temperature and runoff will cause reference sites in the western US to be differentially vulnerable to future climate change.
引用
收藏
页码:1441 / 1458
页数:18
相关论文
共 75 条
[1]   Landscapes and riverscapes: The influence of land use on stream ecosystems [J].
Allan, JD .
ANNUAL REVIEW OF ECOLOGY EVOLUTION AND SYSTEMATICS, 2004, 35 :257-284
[2]  
[Anonymous], 2005, 620R05006 EPA OFF RE
[3]   Functional differences among benthic macroinvertebrate communities in reference streams of same order in a given biogeographic area [J].
Archaimbault, V ;
Usseglio-Polatera, P ;
Vanden Bossche, JP .
HYDROBIOLOGIA, 2005, 551 :171-182
[4]   Richness gradients of stream invertebrates across the USA: taxonomy- and trait-based approaches [J].
Beche, Leah A. ;
Statzner, Bernhard .
BIODIVERSITY AND CONSERVATION, 2009, 18 (14) :3909-3930
[5]   Macroinvertebrate community structure and biological traits related to flow permanence in a Mediterranean river network [J].
Bonada, Nuria ;
Rieradevall, Maria ;
Prat, Narcis .
HYDROBIOLOGIA, 2007, 589 (1) :91-106
[6]   Taxonomic and biological trait differences of stream macroinvertebrate communities between mediterranean and temperate regions:: implications for future climatic scenarios [J].
Bonada, Nuria ;
Doledec, Sylvain ;
Statzner, Bernhard .
GLOBAL CHANGE BIOLOGY, 2007, 13 (08) :1658-1671
[7]  
BREIMAN KP, 1984, CLASSIFICATION REGRE
[8]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[9]   PREDICTING THE NATURAL FLOW REGIME: MODELS FOR ASSESSING HYDROLOGICAL ALTERATION IN STREAMS [J].
Carlisle, Daren M. ;
Falcone, James ;
Wolock, David M. ;
Meador, Michael R. ;
Norris, Richard H. .
RIVER RESEARCH AND APPLICATIONS, 2010, 26 (02) :118-136
[10]  
Clark LA., 2017, Statistical models in S, P377, DOI [DOI 10.1201/9780203738535, 10.1201/9780203738535-9, DOI 10.1201/9780203738535-9]