Research Paper
Effects of highways on bird distribution and soundscape diversity around Aldo Leopold’s shack in Baraboo, Wisconsin, USA

https://doi.org/10.1016/j.landurbplan.2019.103666Get rights and content

Highlights

  • Avian diversity was assessed with point counts and passive acoustic monitoring.

  • Highway noise and its edge effect negatively affected diversity in certain habitats.

  • Effects differed between interior and edge specialist species.

  • Avian acoustic activity increased with distance from highways.

Abstract

In the 1940s, Aldo Leopold took extensive notes on birds and their sounds near his iconic shack in Baraboo, Wisconsin, USA. His observations, along with his land management techniques, helped frame his seminal book, A Sand County Almanac. After his death, two interstate highways were built near his property and subjected this historically significant area to traffic noise. While highways currently represent vital transportation corridors, their observed and potential impacts on biodiversity and ecosystem services are cause for concern. As the area including Leopold’s shack is now an Important Bird Area, we sought to evaluate the impact of these highways on the bird community and its related acoustic diversity. In 2011, 150 avian point counts were conducted in the three main habitats composing the landscape—upland deciduous forest, floodplain forest, and herbaceous wetland. In 2012, soundscape recordings were collected in seven floodplain forest sites using automated passive acoustic recorders. We described the local bird communities and measured their acoustic diversity. Linear models accounting for additional factors including land cover and vegetation structure characteristics showed that as the distance from highways increased, bird community descriptors (overall abundance and species richness) and acoustic diversity increased (when relationships were significant). On the species level, forest interior specialists were negatively affected by the presence of the highways, contrary to edge specialists. In addition to the direct effects of the edges produced by the highway structure, this difference might be due to the masking effect of traffic noise on interior specialists’ low-frequency vocalizations and their reliance on acoustic, as opposed to visual, communication. We conclude that while habitat structure is a principle driver of bird diversity on a broader scale, highway-induced changes in both habitat structure and soundscapes may affect bird communities.

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

References (104)

  • R.B. Machado et al.

    Do acoustic indices reflect the characteristics of bird communities in the savannas of Central Brazil?

    Landscape and Urban Planning

    (2017)
  • E. Nemeth et al.

    Blackbirds sing higher-pitched songs in cities: Adaptation to habitat acoustics or side-effect of urbanization?

    Animal Behaviour

    (2009)
  • R. Reijnen et al.

    The effects of traffic on the density of breeding birds in Dutch agricultural grasslands

    Biological Conservation

    (1996)
  • J.W. Smith et al.

    Human and policy dimensions of soundscape ecology

    Global Environmental Change

    (2014)
  • R. Alkemade et al.

    GLOBIO3: A framework to investigate options for reducing global terrestrial biodiversity loss

    Ecosystems

    (2009)
  • J.R. Barber et al.

    Anthropogenic noise exposure in protected natural areas: Estimating the scale of ecological consequences

    Landscape Ecology

    (2011)
  • Å. Berg et al.

    Threatened plant, animal, and fungus species in Swedish forests: Distribution and habitat associations

    Conservation biology

    (1994)
  • C.J. Bibby et al.

    Bird census techniques. British Trust for Ornithology and the Royal Society for the Protection of Birds

    (1992)
  • Bocast, C. S. (2013). Interdisciplinary Adventures in Perceptual...
  • N.T. Boelman et al.

    Multi‐trophic invasion resistance in Hawaii: Bioacoustics, field surveys, and airborne remote sensing

    Ecological Applications

    (2007)
  • G. Boncoraglio et al.

    Habitat structure and the evolution of bird song: A meta-analysis of the evidence for the acoustic adaptation hypothesis

    Functional Ecology

    (2007)
  • N.V.L. Brokaw

    The definition of treefall gap and its effect on measures of forest dynamics

    Biotropica

    (1982)
  • V.J. Burke

    Landscape ecology and species conservation

    Landscape Ecology

    (2000)
  • J.B. Callicott

    Whither conservation ethics?

    Conservation Biology

    (1990)
  • J.B. Callicott

    Beyond the land ethic: More essays in environmental philosophy

    (1999)
  • L.A. Cartwright et al.

    Urban noise affects song structure and daily patterns of song production in Red-winged Blackbirds (Agelaius phoeniceus)

    Urban Ecosystems

    (2014)
  • C.K. Catchpole et al.

    Bird song: Biological themes and variations

    (2003)
  • M. Clavero et al.

    Climate change or land use dynamics: Do we know what climate change indicators indicate?

    PLoS One

    (2011)
  • V. Devictor et al.

    Birds are tracking climate warming, but not fast enough

    Proceedings of the Royal Society of London B: Biological Sciences

    (2008)
  • J.L. Dowling et al.

    Comparative effects of urban development and anthropogenic noise on bird songs

    Behavioral Ecology

    (2011)
  • S.L. Dumyahn et al.

    Beyond noise mitigation: Managing soundscapes as common-pool resources

    Landscape Ecology

    (2011)
  • S.L. Dumyahn et al.

    Soundscape conservation

    Landscape Ecology

    (2011)
  • A. Farina et al.

    The eco-field hypothesis: Toward a cognitive landscape

    Landscape Ecology

    (2006)
  • S.L. Flader

    Thinking like a mountain: Aldo Leopold and the evolution of an ecological attitude toward deer, wolves, and forests

    (1994)
  • R.T.T. Forman

    Estimate of the area affected ecologically by the road system in the United States

    Conservation biology

    (2000)
  • R.T.T. Forman

    Road ecology: Science and solutions

    (2003)
  • R.T.T. Forman et al.

    Roads and their major ecological effects

    Annual review of ecology and systematics

    (1998)
  • R.T.T. Forman et al.

    The ecological road-effect zone of a Massachusetts (USA) suburban highway

    Conservation Biology

    (2000)
  • J. Fox

    An R and S-Plus companion to applied regression

    (2002)
  • C.D. Francis et al.

    Noise pollution filters bird communities based on vocal frequency

    PLoS One

    (2011)
  • C.D. Francis et al.

    Landscape patterns of avian habitat use and nest success are affected by chronic gas well compressor noise

    Landscape Ecology

    (2011)
  • S.D. Fretwell

    Populations in a seasonal environment

    (1972)
  • A. Gasc et al.

    Future directions for soundscape ecology: The importance of ornithological contributions

    The Auk

    (2016)
  • A. Gasc et al.

    Biodiversity sampling using a global acoustic approach: Contrasting sites with microendemics in New Caledonia

    PLoS One

    (2013)
  • M. Ghadiri Khanaposhtani et al.

    Effect of habitat complexity on richness, abundance and distributional pattern of forest birds

    Environmental Management

    (2012)
  • S.E. Goodwin et al.

    Effects of traffic noise on occupancy patterns of forest birds

    Conservation Biology

    (2011)
  • R.D. Gregory et al.

    Wild bird indicators: Using composite population trends of birds as measures of environmental health

    Ornithological Science

    (2010)
  • L. Habib et al.

    Chronic industrial noise affects pairing success and age structure of ovenbirds Seiurus aurocapilla

    Journal of Applied Ecology

    (2007)
  • W. Halfwerk et al.

    Negative impact of traffic noise on avian reproductive success

    Journal of applied Ecology

    (2011)
  • Y. Hu et al.

    Are bird species that vocalize at higher frequencies preadapted to inhabit noisy urban areas?

    Behavioral Ecology

    (2009)
  • Cited by (24)

    • Assessing the effect of human activities on biophony in urban forests using an automated acoustic scene classification model

      2022, Ecological Indicators
      Citation Excerpt :

      By comparing the differences in the effects of five land properties on different acoustic scenes, we found that a 200 m buffer can be used as the optimal analysis radius for explaining variation in the soundscapes of the urban forests in Guangzhou. Khanaposhtani and Pieretti also explored the relationship between bird sound activity and road distance in forest communities (Ghadiri Khanaposhtani et al., 2019), and both demonstrated the possibility of examining the impacts of anthropogenic activities on acoustic scenes through spatial distance information. Throughout this study, it was found that urban land properties within a 200 m radius explained the greatest amount of each acoustic scene.

    • Advancing avian road ecology research through systematic review

      2022, Transportation Research Part D: Transport and Environment
      Citation Excerpt :

      Several studies indicated vegetation strongly influenced species richness and abundance in urban (Rao and Koli, 2017; Heggie-Gracie et al., 2020; Leveau and Leveau, 2020) and rural (Grinde et al., 2017) environments. Khanaposhtani et al. (2019) observed increased interior species richness and abundance with distance from the highway, and this coincided with increased vegetation structure. Hall et al. (2016) observed woodland bird communities were influenced by site configuration, with more species present at cross-sections, particularly where larger trees (>30 cm diameter) were present.

    View all citing articles on Scopus
    1

    Present address: Aix Marseille Univ, Avignon Université, CNRS, IRD, IMBE, Marseille, France.

    2

    Present address: Digitization Program Office, Smithsonian Institution, 600 Maryland Ave SW Ste 810W, Washington, DC, 20024-2520, USA.

    3

    Present address: School of Engineering and Computer Sciences, Texas A&M University, 6300 Ocean Drive, Corpus Christi, TX 78412-5797, USA.

    View full text