Skip to main content

Advertisement

Log in

Forest heterogeneity outweighs movement costs by enhancing hunting success and reproductive output in California spotted owls

  • Research Article
  • Published:
Landscape Ecology Aims and scope Submit manuscript

Abstract

Context

The concept of landscape heterogeneity is central to species conservation; yet understanding the processes by which heterogeneity affects species can be challenging in practice. Complex and sometimes difficult-to-measure responses of species may reflect the outcome of life-history trade-offs shaped by different landscape properties.

Objectives

We tested the hypothesis that a mosaic of forest stand types affected hunting and breeding success for California spotted owls (Strix occidentailis occidentalis).

Methods

We integrated high-temporal-resolution GPS tags, video monitoring of nest sites, long-term assessments of reproductive status, and high-resolution remotely sensed vegetation data in a mixed-ownership landscape in the Sierra Nevada, California to test our hypothesis.

Results

Spotted owls made shorter nocturnal movements in homogenous territories with large areas of medium-aged forest apparently because this forest type allowed direct movement paths to foraging sites. However, spotted owls delivered prey at a higher rate to nest sites when they had more forest edge in their territory, which presumably provided greater access to large-bodied woodrat (Neotoma spp.) prey. Further, spotted owl reproductive output was relatively high in heterogenous territories containing a mix of mature and open forest.

Conclusions

The benefits heterogenous forests provide to hunting success appeared to outweigh costs associated with additional commuting distance to foraging sites and provided potential fitness benefits to spotted owls. We suggest that the effects of landscape heterogeneity can vary not only among, but also within, species and can reflect the outcome of trade-offs among different life history activities. Understanding the effects of landscape properties on biological communities will benefit from additional empirical and mechanistic studies of individual species.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

Data and R code is available from CJZ on request.

References

  • Arnold TW (2010) Uninformative parameters and model selection using Akaike’s information criterion. J Wildl Manag 74:1175–1178

    Article  Google Scholar 

  • Atuo FA, Roberts K, Whitmore S et al (2019) Resource selection by GPS-tagged California spotted owls in mixed-ownership forests. For Ecol Manag 433:295–304

    Article  Google Scholar 

  • Barton K (2020) MuMIn: multi-model inference. R package version 1.43.17. Version 1:1–75

    Google Scholar 

  • Bates D, Mächler M, Bolker BM, Walker SC (2015) Fitting linear mixed-effects models using lme4. J Stat Softw. https://doi.org/10.18637/jss.v067.i01

    Article  Google Scholar 

  • Blakey RV, Siegel RB, Webb EB et al (2019) Space use, forays, and habitat selection by California spotted owls (Strix occidentalis occidentalis) during the breeding season: new insights from high resolution GPS tracking. For Ecol Manag 432:912–922

    Article  Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach, 2nd edn. Springer, New York

    Google Scholar 

  • Calcagno V, de Mazancourt C (2010) glmulti: an R package for easy automated model selection with (generalized) linear models. J Stat Softw 34:29

    Article  Google Scholar 

  • Chesson P (2018) Updates on mechanisms of maintenance of species diversity. J Ecol 106:1773–1794

    Article  Google Scholar 

  • Converse SJ, Block WM, White GC (2006) Small mammal population and habitat responses to forest thinning and prescribed fire. For Ecol Manag 228:263–273

    Article  Google Scholar 

  • Cote J, Bestion E, Jacob S et al (2016) Evolution of dispersal strategies and dispersal syndromes in fragmented landscapes. Ecography 40:56–73

    Article  Google Scholar 

  • Crooks KR, Burdett CL, Theobald DM et al (2017) Quantification of habitat fragmentation reveals extinction risk in terrestrial mammals. Proc Natl Acad Sci USA 114:7635–7640

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dawson RD, Bortolotti GR (2000) Reproductive success of American Kestrels: the role of prey abundance and weather. Condor 102:814–822

    Article  Google Scholar 

  • Forsman ED, Meslow EC, Wight HM (1984) Distribution and biology of the spotted owl in Oregon. Wildl Monogr 87:3–64

    Google Scholar 

  • Franklin AB, Anderson DR, Forsman ED et al (1996) Methods for collecting and analyzing demographic data on the northern spotted owl. Stud Avian Biol 17:12–20

    Google Scholar 

  • Franklin AB, Anderson DR, Gutiérrez RJ, Burnham KP (2000) Climate, habitat quality, and fitness in northern spotted owl populations in northwestern California. Ecol Monogr 70:539–590

    Article  Google Scholar 

  • Franklin AB, Gutiérrez RJ, Nichols JD et al (2004) Population dynamics of the California spotted owl (Strix occidentalis occidentalis): a meta-analysis. Am Ornithol Soc 54:1–54

    Google Scholar 

  • Gallagher CV, Keane JJ, Shaklee PA et al (2019) Spotted owl foraging patterns following fuels treatments, Sierra Nevada, California. J Wildl Manag 83:487–501

    Article  Google Scholar 

  • Hanski I, Saastamoinen M, Ovaskainen O (2006) Dispersal-related life-history trade-offs in a butterfly metapopulation. J Anim Ecol 75:91–100

    Article  PubMed  Google Scholar 

  • Hanski I, Zurita GA, Bellocq MI, Rybicki J (2013) Species-fragmented area relationship. Proc Natl Acad Sci USA 110:12715–12720

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hobart BK, Jones GM, Roberts KN et al (2019a) Trophic interactions mediate the response of predator populations to habitat change. Biol Conserv 238:108217

    Article  Google Scholar 

  • Hobart BK, Roberts KN, Dotters BP et al (2019b) Site occupancy and reproductive dynamics of California spotted owls in a mixed-ownership landscape. For Ecol Manag 437:188–200

    Article  Google Scholar 

  • Innes RJ, Van VDH, Kelt DA et al (2007) Habitat Associations of Dusky-footed Woodrats (Neotoma fuscipes) in Mixed-conifer Forest of the Northern Sierra Nevada. J Mammal 88:1523–1531

    Article  Google Scholar 

  • Irwin LL, Clark LA, Rock DC, Rock SL (2007) Modeling foraging habitat of California spotted owls. J Wildl Manag 71:1183–1191

    Article  Google Scholar 

  • Jones GM, Tingley MW (2022) Pyrodiversity and biodiversity: a history, synthesis, and outlook. Divers Distrib 28:386–403

    Article  Google Scholar 

  • Jones GM, Keane JJ, Gutiérrez RJ, Peery MZ (2018) Declining old-forest species as a legacy of large trees lost. Divers Distrib. https://doi.org/10.1111/ddi.12682

    Article  Google Scholar 

  • Jones GM, Kramer HA, Whitmore SA et al (2020) Habitat selection by spotted owls after a megafire reflects their adaptation to historical frequent-fire regimes. Landsc Ecol 35:1199–1213

    Article  Google Scholar 

  • Jones GM, Kramer H, Berigan W et al (2021) Megafire causes persistent loss of an old-forest species. Anim Conserv 24:925–936

    Article  Google Scholar 

  • Katayama N, Amano T, Naoe S et al (2014) Landscape heterogeneity-biodiversity relationship: effect of range size. PLoS ONE 9:1–8

    Article  Google Scholar 

  • Koontz MJ, North MP, Werner CM et al (2020) Local forest structure variability increases resilience to wildfire in dry western U.S. coniferous forests. Ecol Lett 23:483–494

    Article  PubMed  Google Scholar 

  • Kramer A, Jones GM, Whitmore SA et al (2021a) California spotted owl habitat selection in a fire-managed landscape suggests conservation benefit of restoring historical fire regimes. For Ecol Manag 479:118576

    Article  Google Scholar 

  • Kramer HA, Jones GM, Kane VR et al (2021b) Elevational gradients strongly mediate habitat selection patterns in a nocturnal predator. Ecosphere 12:e03500

    Article  Google Scholar 

  • Lee DE, Tietje WD (2005) Dusky-footed woodrat demography and prescribed fire in a California Oak woodland. J Wildl Manag 69:1211–1220

    Article  Google Scholar 

  • Loke LHL, Chisholm RA, Todd PA (2019) Effects of habitat area and spatial configuration on biodiversity in an experimental intertidal community. Ecology 100:1–12

    Article  Google Scholar 

  • MacArthur RH (1958) Population ecology of some warblers of Northeastern Coniferous Forests. Ecology 39:599–619

    Article  Google Scholar 

  • MacArthur RH, MacArthur JW (1961) On bird species diversity. Ecology 42:594–598

    Article  Google Scholar 

  • McDonald TL, White GC (2010) A comparison of regression models for small counts. J Wildl Manag 74:514–521

    Article  Google Scholar 

  • Meyer MD, Kelt DA, North MP (2005) Nest trees of Northern flying squirrels in the Sierra Nevada. J Mammal 86:275–280

    Article  Google Scholar 

  • Munton TE, Johnson KD, Steger GN, Eberlein GP (2002) Diets of California spotted owls in the Sierra National Forest. USDA For Serv Gen Tech Rep PSW-183, pp 99–105

  • Nagelkerke NJD (1991) Miscellanea A note on a general definition of the coefficient of determination. Biometrika 78:691–692

    Article  Google Scholar 

  • North MP, Keeton WS (2008) Emulating natural disturbance regimes: an emerging approach for sustainable forest management. In: Lafortezza R, Sanesi G, Chen J, Crow TR (eds) Patterns and processes in forest landscapes: multiple use and sustainable management. Springer, Netherlands, pp 341–372

    Chapter  Google Scholar 

  • North MP, York RA, Collins BM et al (2021) Pyrosilviculture needed for landscape resilience of dry western United States forests. J For 119:520–544

    Google Scholar 

  • Ohmann JL, Gregory MJ (2002) Predictive mapping of forest composition and structure with direct gradient analysis and nearest-neighbor imputation in coastal Oregon, U.S.A. Can J For Res 32:725–741

    Article  Google Scholar 

  • Parsons DJ, Debenedetti SH (1979) Impact of fire suppression on a mixed-conifer forest. For Ecol Manag 2:21–33

    Article  Google Scholar 

  • Reid FA (2006) Peterson field guide to mammals of North America. HarperCollins, London

    Google Scholar 

  • Reid DS, Wood CM, Whitmore SA et al (2022) Breeding status shapes territoriality and vocalization patterns in spotted owls. J Avian Biol 2022:1–11

    Article  Google Scholar 

  • Roberts KN, Hall WE, Shufelberger AJ et al (2017) California spotted owl occupancy on mixed-ownership lands in the Sierra Nevada of California, 2012 through 2016. Northwest Nat 98:101–116

    Article  Google Scholar 

  • Rosenzweig M (1995) Species diversity in space and time. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Sakai HF, Noon BR (1993) Dusky-footed woodrat abundance in different-aged forests in Northwestern California. J Wildl Manag 57:373

    Article  Google Scholar 

  • Sakai HF, Noon BR (1997) Between-habitat movement of Dusky-footed woodrats and vulnerability to predation. J Wildl Manag 61:343–350

    Article  Google Scholar 

  • Schielzeth H (2010) Simple means to improve the interpretability of regression coefficients. Methods Ecol Evol 1:103–113

    Article  Google Scholar 

  • Seaman DE, Powell RA (1996) An evaluation of the accuracy of kernel density estimators for home range analysis. Ecology 77:2075–2085

    Article  Google Scholar 

  • Shepard ELC, Wilson RP, Rees WG et al (2013) Energy landscapes shape animal movement ecology. Am Nat 182:298–312

    Article  PubMed  Google Scholar 

  • Slowik TJ (2015) Microhabitat and house use by dusky-footed woodrats (Neotoma fuscipes) in Northwestern California: insight from trapping data. West N Am Nat 75:380–384

    Article  Google Scholar 

  • Smith WP, Person DK (2007) Estimated persistence of northern flying squirrel populations in temperate rain forest fragments of Southeast Alaska. Biol Conserv 137:626–636

    Article  Google Scholar 

  • Stein A, Beck J, Meyer C et al (2015) Differential effects of environmental heterogeneity on global mammal species richness. Glob Ecol Biogeogr 24:1072–1083

    Article  Google Scholar 

  • Tempel DJ, Gutiérrez RJ, Whitmore SA et al (2014) Effects of forest management on California spotted owls: implications for reducing wildfire risk in fire-prone forests. Ecol Appl 24:2089–2106

    Article  PubMed  Google Scholar 

  • Tempel DJ, Keane JJ, Gutiérrez RJ et al (2016) Meta-analysis of California spotted owl (Strix occidentalis occidentalis ) territory occupancy in the Sierra Nevada: habitat associations and their implications for forest management. Condor 118:747–765

    Article  Google Scholar 

  • Tilman D, Lehman CL, Kareiva P (1997) Spatial ecology: the role of space in population dynamics and interspecific interactions. Princeton University Press, Princeton

    Google Scholar 

  • Turner MG, Gardner RH (2015) Landscape ecology in theory and practice: pattern and process, 2nd edn. Springer, New York

    Book  Google Scholar 

  • US Department of Interior (1990) Endangered and threatened wildlife and plants; determination of threatened status for the Northern spotted owl. Fed Regist 26114–26194

  • Vickery J, Arlettaz R (2012) The importance of habitat heterogeneity at multiple scales for birds in European agricultural landscapes. In: Fuller RJ (ed) Birds and habitat. Cambridge University Press, Cambridge, pp 177–204

    Chapter  Google Scholar 

  • Waters JR, Zabel CJ (1995) Northern flying squirrel densities in fir forests of northeastern California. J Mammal 59:858–866

    Google Scholar 

  • Weathers WW, Hodum PJ, Blakesley JA (2001) Thermal ecology and ecological energetics of California spotted owls. Condor 103:678–690

    Article  Google Scholar 

  • Williams PJ, Gutiérrez RJ, Whitmore SA (2011) Home range and habitat selection of spotted owls in the central Sierra Nevada. J Wildl Manag 75:333–343

    Article  Google Scholar 

  • Wilson MC, Chen XY, Corlett RT et al (2016) Habitat fragmentation and biodiversity conservation: key findings and future challenges. Landsc Ecol 31:219–227

    Article  Google Scholar 

  • Wood CM, Schmidt SM, Peery MZ (2019) Spatiotemporal patterns of the California spotted owl’s territorial vocalizations. West Birds 50:232–242

    Article  Google Scholar 

  • Wood CM, Zulla C, Whitmore S et al (2021) Illuminating the nocturnal habits of owls with emerging tagging technologies. Wildl Soc Bull 45:138–143

    Article  Google Scholar 

  • Zhang D (2021) rsq: R-squared and related measures. R package version 2.2. https://CRAN.R-project.org/package=rsq

  • Zulla CJ, Kramer HA, Jones GM et al (2022) Large trees and forest heterogeneity facilitate prey capture by California spotted owls. Ornithol Appl 124:1–14

    Google Scholar 

Download references

Acknowledgements

We thank the many technicians who assisted in collecting the data for this project. We also thank the Museum of Vertebrate Zoology, University of California-Berkeley, California and Burke Museum of Natural History and Culture, University of Washington for allowing us access to their specimen collections. Lastly, we thank Jim Baldwin for help with statistical methods and data visualization.

Funding

Funding was provided by the US Forest Service Region 5, Pacific Southwest Research Station, and Sierra Pacific Industries.

Author information

Authors and Affiliations

Authors

Contributions

MZP, SCS, BPD, KNR, and JJK conceived the study; CJZ, RJG, BPD, and KNR led data collection, with contributions from KGK, WJB and SAW; CJZ, GMJ, HAK, JJK, and MZP designed the analysis; CJZ, GMJ, HAK, and MZP analysed the data; CJZ, GMJ, HAK and MZP wrote the manuscript. All authors provided critical feedback and gave final approval for publication.

Corresponding author

Correspondence to Ceeanna J. Zulla.

Ethics declarations

Competing interests

The authors declare no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 14 kb)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zulla, C.J., Jones, G.M., Kramer, H.A. et al. Forest heterogeneity outweighs movement costs by enhancing hunting success and reproductive output in California spotted owls. Landsc Ecol 38, 2655–2673 (2023). https://doi.org/10.1007/s10980-023-01737-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10980-023-01737-4

Keywords

Navigation