Research PaperEffects of highways on bird distribution and soundscape diversity around Aldo Leopold’s shack in Baraboo, Wisconsin, USA
Introduction
In the study of environmental ethics and wilderness conservation, one cannot overstate the impact of Aldo Leopold’s (1887–1948) work, as his naturalistic observations became a cornerstone of the conservation biology movement and wildlife ecology (Burke, 2000, Callicott, 1990, Callicott, 1999, Flader, 1994). Much of the observation and writing that critically shaped his ideas took place on his property in south-central Wisconsin where he authored his seminal book, A Sand County Almanac. This groundbreaking work poetically describes the ethics, policies, and land management practices necessary to preserve ecological integrity while meeting human needs. Leopold observed that the soundscapes of his land were substantially influenced by bird populations (Bocast, 2013, Leopold, 1970), which are indicators of environmental health (Bocast, 2013, Gregory and van Strien, 2010). In the early 1960s, however, Interstate 90 (I-90) and Wisconsin State Trunk Highway 78 (now I-39) were routed near this historically significant area, consequently changing its landscape and the corresponding soundscapes.
Ecosystem functions depend on structural characteristics, including vertical vegetation profiles (MacArthur & MacArthur, 1961) and plant species composition (James & Wamer, 1982), and road construction changes these structural characteristics, often resulting in biodiversity loss or novel species assemblages (Pimm et al., 1995, Vitousek, 1994). For forest birds in particular, structural characteristics determine habitat suitability (MacArthur and MacArthur, 1961, MacArthur, 1964) by providing foraging and nesting opportunities as well as suitable locations from which vocalizations will propagate well (Farina and Belgrano, 2006, Pijanowski et al., 2011). More specifically, road networks affect bird populations (Benítez-López et al., 2010, Habib et al., 2007, Reijnen and Foppen, 2006) by physically fragmenting habitats and by generating traffic noise, which we define here as non-functional, unintentional, low-frequency sound (<2 kHz) caused by on-road vehicles. Traffic noise can drastically affect avian communication, as this frequency range overlaps with the frequency ranges in which some bird species produce sound (Halfwerk, Holleman, Lessells, & Slabbekoorn, 2011). Such continuous anthropogenic noise disturbs complex animal social structures (Cartwright, Taylor, Wilson, & Chow-Fraser, 2014), as acoustic communication is vital for birds to find mates, defend territories, hunt, and navigate landscapes (Catchpole and Slater, 2003, Farina and Belgrano, 2006).
Acoustic communication occurs in the context of a soundscape—the total collection of all biological, geophysical, and technological sounds (biophony, geophony, and technophony, respectively) occurring at a given place over a given time period (Mullet et al., 2016, Pijanowski et al., 2011, Pijanowski et al., 2011, Qi et al., 2008). Birds and other animals have evolved to communicate effectively in the natural physical structure and biophonic and geophonic conditions of their habitats (Lengagne and Slater, 2002, Luther, 2009, Morton, 1975). Technophony represents a potential impediment to such communication, however, and soundscape studies can be used to consider the propagation of anthropogenic noise and the interactions between biophony and technophony. Recently, soundscape analyses have also been used to quantify biodiversity and spatiotemporal ecological change (Dumyahn and Pijanowski, 2011b, Francis et al., 2011, Parris and Schneider, 2009, Pieretti and Farina, 2013, Shannon et al., 2016, Sueur and Farina, 2015, Summers et al., 2011). Some adverse impacts of roads on birds, including edge effects, population isolation, and road mortality have been well documented (Barber et al., 2011, Barber et al., 2010, Forman and Alexander, 1998, Forman, 2003), although there has been insufficient research on how roads impact avian soundscape contributions (Duarte et al., 2015, Pieretti and Farina, 2013). In order to promote avian conservation, it is important to understand the impact of roads on bird populations and the resulting soundscapes composed of traffic noise and altered bird sounds.
It is necessary to understand the sonic and non-sonic impacts of roads on bird communities in order to implement landscape-level conservation strategies to sustain bird communities (Francis et al., 2011, Smith and Pijanowski, 2014). In this study, our objective was to evaluate the impact of two major highways (I-90 and I-39, hereafter referred to as “highways”), on the bird community in the Leopold-Pine Island Important Bird Area (LPIIBA). This impact was quantified through avian point counts and passive acoustic monitoring. This study was also intended to demonstrate the utility of soundscape studies in evaluating disturbance impacts. Birds are highly dependent on acoustic communication and monitoring the acoustic diversity of bird communities is a valuable strategy to assess the consequences of sonic and non-sonic ecosystem disturbances. Furthermore, we sought to understand how other dominant landscape drivers affect bird distribution in a landscape of upland deciduous forest, floodplain forest, and herbaceous wetland at LPIIBA. To achieve these objectives, we 1) quantified the effect of distance from highways on the overall abundance, species richness, and composition of the bird community, 2) quantified the relative soundscape contributions of biophony, here dominated by bird sounds, and technophony, produced by highways in the study area, 3) investigated the effect of highways on avian acoustic diversity, and 4) examined the impact of other habitat structure variables on the bird community.
Section snippets
Study area
This study was conducted in the 6070-ha LPIIBA, located in Sauk and Columbia Counties of Wisconsin, along the Wisconsin River. The LPIIBA includes the Leopold Memorial Reserve (with the historic Aldo Leopold Shack), the Wisconsin Department of Natural Resources Pine Island Wildlife Area, and several private and federally owned tracts. This mixed forest-grassland-marsh landscape comprises three primary habitats: upland deciduous forest, floodplain forest (woody wetland), and emergent herbaceous
Results
The overall abundance per point-count site ranged between 6 and 31 with a mean of 16.10 and a standard error of 0.36 throughout the study area. Species richness ranged between 2 and 20 with a mean of 10.81 and a standard error of 0.26. Among the 46 common bird species considered in the analyses, song sparrows (Melospiza melodia), common yellowthroats (Geothlypis trichas), yellow warblers (Setophaga petechia), and red-winged blackbirds (Agelaius phoeniceus) were the most abundant, with
Discussion
The concept of biological diversity is multi-dimensional (Petchey & Gaston, 2002), and it is possible to generate different bird community descriptors. Recent research supports the idea of considering acoustic diversity not only as an indicator of classical diversity—such as overall abundance or species richness—but also as another unique and separate component of biological diversity (Gasc et al., 2016, Gasc et al., 2015, Lomolino et al., 2015, Smith and Pijanowski, 2014, Sueur et al., 2008).
Acknowledgments
This research was supported in part by computational resources provided by Rosen Center for Advanced Computation (RCAC) within Information Technology at Purdue University (ITAP). We thank the LPIIBA partners and especially the Aldo Leopold Foundation (ALF) for supporting IBA bird surveys and allowing audio data collection on ALF property. We also would like to thank John Dunning, Jeffrey Holland, Garett Pignotti, Brigid Manninghamilton, Mysha Clarke, Kristen Bellisario, Iman Beheshti Tabar, and
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Present address: Aix Marseille Univ, Avignon Université, CNRS, IRD, IMBE, Marseille, France.
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Present address: Digitization Program Office, Smithsonian Institution, 600 Maryland Ave SW Ste 810W, Washington, DC, 20024-2520, USA.
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Present address: School of Engineering and Computer Sciences, Texas A&M University, 6300 Ocean Drive, Corpus Christi, TX 78412-5797, USA.