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Roberts, S.B., J.D. Jordan, P. Bettinger, and R.J.
Warren. 2010.
Journal of Wildlife Management 74:386-384.
Kelsi Potterf
USING BOBCAT HABITAT
SUITABILITY
TO PRIORITIZE HABITAT
PRESERVATION ON A
SUBURBANIZING BARRIER
ISLAND
๏‚ก Growing emphasis on
wildland-urban interface as
urban sprawl continues
๏‚ก Incorporation of green space
by developers
๏‚ก Develop a habitat assessment
tool for the bobcat (Lynx
rufus)โ€”HSI
๏‚ง Habitat requirements
๏‚ง Ecological niche
๏‚ง Sensitivity to fragmentation
๏‚ง Social appeal
INTRODUCTION
๏‚ก Lancia et al. (1982), Boyle and Fenley (1987)โ€”
Southeastern US
๏‚ง Food Suitability Index (FSI)โ€”optimal habitat for cotton rats
(Sigmodon hispidus) and eastern cottontail (Sylvilagus floridanus)
๏‚ง 90% grass, forb, or shrub cover with 50-70%vegetation in grasses
or forbs
๏‚ก Connor and Leopold (1998)โ€”Mississippi National Forest
habitat suitability for female bobcats
๏‚ก Woolf et al. (2002)โ€”home-range scale across Illinois
๏‚ก Nielsen and Woolf (2002)โ€”correlates suitability to
abundance in southern Illinois
SIMILAR STUDIES
๏‚ก All were small scale and only natural habitats
๏‚ก Only focus on food availability
๏‚ก Assumes that FSI would satisfy cover needs
PROBLEMS WITH PREVIOUS RESEARCH
๏‚ก Reassess land-preservation opportunities with a
simple, effective and biological tool
๏‚ก Kiawah Island Natural Habitat Conservancy (KINHC)
๏‚ก Fine scale suitability
๏‚ง Modified bobcat Habitat Suitability Index (MHSI) Model using
telemetry data, den counts, and prey counts
๏‚ก Integrate FSI, Cover Suitability Index (CSI), and Den
Suitability Index (DSI)
๏‚ง Urban areas can cause these requisites to be mutually exclusive
๏‚ง Other life requisites are met in undeveloped areas
PURPOSE
๏‚ก Kiawah Island
๏‚ง 3500 ha coastal barrier island
๏‚ง 1500 ha marsh
๏‚ง 2000 ha thickets, ponds, golf course, resort development and sand
๏‚ก 25 km south of Charleston, South Carolina
๏‚ก Development began in 1974
๏‚ก By 2005 there were 3000
parcels
๏‚ก 70 homes added per year
๏‚ก Local regulations maintain
green spaceโ€”mosaic
๏‚ง Buffer strips
๏‚ง Canopy cover
๏‚ง Riparian vegetation
STUDY AREA
KIAWAH ISLAND
๏‚ก Supports 30 bobcatsโ€”1.4 per upland km2
๏‚ก Can occur at densities from 5 per 100 km2 to 48 per
100 km2
๏‚ก Home ranges vary
based on ecology
๏‚ก Home range
between 6 km2 and
325 km2
(IUCN 2014)
KIAWAH ISLAND
๏‚ก 9 land cover typesโ€”input to Arc GIS 9.1
๏‚ง Geo-referenced plat map
๏‚ง Municipal building permit data
๏‚ง Infrared digital orthophotography
๏‚ก Modified HSI grid created from FSI, CSI and DSI grids
๏‚ง Hawthโ€™s Analysis Tools to evaluate mean MHSI value within each
parcel
METHODS
๏‚ก Hawthโ€™s Analysis Tools to estimate FSI for each land
cover type
๏‚ง 1000 random locations
๏‚ง Nocturnal radiotelemetry locations
๏‚ก Small scale rodent trapping supported FSI values
FOOD SUITABILITY INDEX
๏‚ก Area covered by forest or shrub for concealment
๏‚ง Areas next to roadways not included due to noise
๏‚ง Diurnal radiotelemetry locations
๏‚ก Radiocollared 16 bobcatsโ€”8 males and 8 females
from April 2004 to March 2005
๏‚ง Telemetry locations
recorded 5 times a week
๏‚ง Recording start time
shifted by 2 hours
๏‚ง Records occurred more
than 12 hours apart
๏‚ง An average of 154
locations collected for
each bobcat
COVER SUITABILITY INDEX
๏‚ก Forest and shrub land cover types
๏‚ก Shape and size of core habitatโ€”no smaller than 2 ha
๏‚ง Visual Basic 6.0โ€”2 ha moving window grid
๏‚ก Den location in spring of 2004 and 2005โ€”6 located
๏‚ง 2 dens located in areas considered unsuitable
๏‚ง Recommend the use of a minimum threshold on MHSI
DEN SUITABILITY INDEX
๏‚ก Highly Suitableโ€”MHSI=0.83*
๏‚ง 367.1 ha forest*
๏‚ง 306.4 ha shrub*
๏‚ง 116.4 ha open dune
๏‚ง 425.8 ha developed
๏‚ง Totalโ€”1215.7 ha (43.7%)
๏‚ก Uninhabitableโ€”MHSI=0
๏‚ง 807 ha salt marsh
๏‚ง 234.1 ha sand
๏‚ง 208.8 ha golf course
๏‚ง 160.7 ha roads
๏‚ง 153.7 ha water
๏‚ง Totalโ€”1564.3 ha (57.3%)
RESULTS
MHSI
๏‚ก Locations with low MHSI
values are most
available
๏‚ก High MHSI values are
least available
DISCUSSION
FSI VS. CSI
๏‚ก Results support Boyle and Fendley (1987) modelโ€”
cotton rat availability
๏‚ก Bobcat-human ecology
๏‚ง Activity reduced to avoid human interaction
๏‚ก Current use as an umbrella species for habitat
preservation
๏‚ง Under some scrutiny
DISCUSSION
๏‚ก Population very unique
๏‚ก MHSI specific to this population
๏‚ง Isolated population
๏‚ง High population density
๏‚ง May not be location-appropriate focal species
DISCUSSION
๏‚ก Slide 1:
http://wallpaperswa.com/Animals/wildlife/animals_wildlife_bobcats_1600x1200_wallpape
r_44200/download_1600x1200
๏‚ก Slide 2:http://www.kiawahisland.com/developer /,
http://fullwallpaper.tk/2014/07/13/bobcat/
๏‚ก Slide 7: http://www.expedia.com/Charleston-Hotels-ResortQuest-Rentals-At-Kiawah-
Island.h1240620.Hotel-Information
๏‚ก Slide 9: http://www.file-extensions.org/arcgis-explorer-file-extensions
๏‚ก Slide 10: http://wdfw.wa.gov/living/species/graphics/bobcat_1.jpg
๏‚ก Slide 11: http://www.kiawahresort.com/blog/kiawah -island/2014/04/16/kiawah-bobcats/
๏‚ก Slide 12: http://conservationcubclub.com/2012/08/is -your-cat-a-tree-or-bush-
dweller/bobcat_family -in-den/,
http://www.eeob.iastate.edu/faculty/ClarkW/html/reproduction.html
๏‚ก Slide 13: http://www.nwf.org/news-and-magazines/national-
wildlife/animals/archives/2014/kiawah-bobcats.aspx
๏‚ก Slide 16: http://carolinaartsnews.wordpress.com/2012/02/09/the -wells-gallery-at-the-
sanctuary-on-kiawah-island-sc-announce-winners-of-the-3rd-annual-island-arts-juried-show/,
http://andthatswhenshesnapped.wordpress.com/
๏‚ก Slide 18:
http://www.welcometokiawah.com/Links%20of%20Interest/KINHC/People%20bobcats%20
mingle%20on%20lush%20Kiawah%20Island%20.htm
๏‚ก Slide 19: http://www.kiawahresort.com/recreation/by -interest/wildlife-as-we-see-
it/wildlife-archives-2010
๏‚ก Slide 22: http://trackingtheworld.com/blog/gps-tracking-allows-contruction-company-to-
avoid-wildlife/
๏‚ก Other: Microsoft Powerpoint
PHOTO COURTESY
IUCN Redlist [IUCN]. 2014. Lynx rufus.
<http://www.iucnredlist.org/details/12521/0>.
Accessed 5 October 2014.
Roberts, S.B., J.D. Jordan, P. Bettinger, and R.J. Warren. 2010.
Using bobcat habitat suitability to prioritize habitat
preservation on a suburbanizing barrier island. Journal of
Wildlife Management 74:386-384.
REFERENCE
THANK YOU

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Bobcat HSI Model

  • 1. Roberts, S.B., J.D. Jordan, P. Bettinger, and R.J. Warren. 2010. Journal of Wildlife Management 74:386-384. Kelsi Potterf USING BOBCAT HABITAT SUITABILITY TO PRIORITIZE HABITAT PRESERVATION ON A SUBURBANIZING BARRIER ISLAND
  • 2. ๏‚ก Growing emphasis on wildland-urban interface as urban sprawl continues ๏‚ก Incorporation of green space by developers ๏‚ก Develop a habitat assessment tool for the bobcat (Lynx rufus)โ€”HSI ๏‚ง Habitat requirements ๏‚ง Ecological niche ๏‚ง Sensitivity to fragmentation ๏‚ง Social appeal INTRODUCTION
  • 3. ๏‚ก Lancia et al. (1982), Boyle and Fenley (1987)โ€” Southeastern US ๏‚ง Food Suitability Index (FSI)โ€”optimal habitat for cotton rats (Sigmodon hispidus) and eastern cottontail (Sylvilagus floridanus) ๏‚ง 90% grass, forb, or shrub cover with 50-70%vegetation in grasses or forbs ๏‚ก Connor and Leopold (1998)โ€”Mississippi National Forest habitat suitability for female bobcats ๏‚ก Woolf et al. (2002)โ€”home-range scale across Illinois ๏‚ก Nielsen and Woolf (2002)โ€”correlates suitability to abundance in southern Illinois SIMILAR STUDIES
  • 4. ๏‚ก All were small scale and only natural habitats ๏‚ก Only focus on food availability ๏‚ก Assumes that FSI would satisfy cover needs PROBLEMS WITH PREVIOUS RESEARCH
  • 5. ๏‚ก Reassess land-preservation opportunities with a simple, effective and biological tool ๏‚ก Kiawah Island Natural Habitat Conservancy (KINHC) ๏‚ก Fine scale suitability ๏‚ง Modified bobcat Habitat Suitability Index (MHSI) Model using telemetry data, den counts, and prey counts ๏‚ก Integrate FSI, Cover Suitability Index (CSI), and Den Suitability Index (DSI) ๏‚ง Urban areas can cause these requisites to be mutually exclusive ๏‚ง Other life requisites are met in undeveloped areas PURPOSE
  • 6. ๏‚ก Kiawah Island ๏‚ง 3500 ha coastal barrier island ๏‚ง 1500 ha marsh ๏‚ง 2000 ha thickets, ponds, golf course, resort development and sand ๏‚ก 25 km south of Charleston, South Carolina ๏‚ก Development began in 1974 ๏‚ก By 2005 there were 3000 parcels ๏‚ก 70 homes added per year ๏‚ก Local regulations maintain green spaceโ€”mosaic ๏‚ง Buffer strips ๏‚ง Canopy cover ๏‚ง Riparian vegetation STUDY AREA
  • 8. ๏‚ก Supports 30 bobcatsโ€”1.4 per upland km2 ๏‚ก Can occur at densities from 5 per 100 km2 to 48 per 100 km2 ๏‚ก Home ranges vary based on ecology ๏‚ก Home range between 6 km2 and 325 km2 (IUCN 2014) KIAWAH ISLAND
  • 9. ๏‚ก 9 land cover typesโ€”input to Arc GIS 9.1 ๏‚ง Geo-referenced plat map ๏‚ง Municipal building permit data ๏‚ง Infrared digital orthophotography ๏‚ก Modified HSI grid created from FSI, CSI and DSI grids ๏‚ง Hawthโ€™s Analysis Tools to evaluate mean MHSI value within each parcel METHODS
  • 10. ๏‚ก Hawthโ€™s Analysis Tools to estimate FSI for each land cover type ๏‚ง 1000 random locations ๏‚ง Nocturnal radiotelemetry locations ๏‚ก Small scale rodent trapping supported FSI values FOOD SUITABILITY INDEX
  • 11. ๏‚ก Area covered by forest or shrub for concealment ๏‚ง Areas next to roadways not included due to noise ๏‚ง Diurnal radiotelemetry locations ๏‚ก Radiocollared 16 bobcatsโ€”8 males and 8 females from April 2004 to March 2005 ๏‚ง Telemetry locations recorded 5 times a week ๏‚ง Recording start time shifted by 2 hours ๏‚ง Records occurred more than 12 hours apart ๏‚ง An average of 154 locations collected for each bobcat COVER SUITABILITY INDEX
  • 12. ๏‚ก Forest and shrub land cover types ๏‚ก Shape and size of core habitatโ€”no smaller than 2 ha ๏‚ง Visual Basic 6.0โ€”2 ha moving window grid ๏‚ก Den location in spring of 2004 and 2005โ€”6 located ๏‚ง 2 dens located in areas considered unsuitable ๏‚ง Recommend the use of a minimum threshold on MHSI DEN SUITABILITY INDEX
  • 13. ๏‚ก Highly Suitableโ€”MHSI=0.83* ๏‚ง 367.1 ha forest* ๏‚ง 306.4 ha shrub* ๏‚ง 116.4 ha open dune ๏‚ง 425.8 ha developed ๏‚ง Totalโ€”1215.7 ha (43.7%) ๏‚ก Uninhabitableโ€”MHSI=0 ๏‚ง 807 ha salt marsh ๏‚ง 234.1 ha sand ๏‚ง 208.8 ha golf course ๏‚ง 160.7 ha roads ๏‚ง 153.7 ha water ๏‚ง Totalโ€”1564.3 ha (57.3%) RESULTS
  • 14.
  • 15. MHSI
  • 16. ๏‚ก Locations with low MHSI values are most available ๏‚ก High MHSI values are least available DISCUSSION
  • 18. ๏‚ก Results support Boyle and Fendley (1987) modelโ€” cotton rat availability ๏‚ก Bobcat-human ecology ๏‚ง Activity reduced to avoid human interaction ๏‚ก Current use as an umbrella species for habitat preservation ๏‚ง Under some scrutiny DISCUSSION
  • 19. ๏‚ก Population very unique ๏‚ก MHSI specific to this population ๏‚ง Isolated population ๏‚ง High population density ๏‚ง May not be location-appropriate focal species DISCUSSION
  • 20. ๏‚ก Slide 1: http://wallpaperswa.com/Animals/wildlife/animals_wildlife_bobcats_1600x1200_wallpape r_44200/download_1600x1200 ๏‚ก Slide 2:http://www.kiawahisland.com/developer /, http://fullwallpaper.tk/2014/07/13/bobcat/ ๏‚ก Slide 7: http://www.expedia.com/Charleston-Hotels-ResortQuest-Rentals-At-Kiawah- Island.h1240620.Hotel-Information ๏‚ก Slide 9: http://www.file-extensions.org/arcgis-explorer-file-extensions ๏‚ก Slide 10: http://wdfw.wa.gov/living/species/graphics/bobcat_1.jpg ๏‚ก Slide 11: http://www.kiawahresort.com/blog/kiawah -island/2014/04/16/kiawah-bobcats/ ๏‚ก Slide 12: http://conservationcubclub.com/2012/08/is -your-cat-a-tree-or-bush- dweller/bobcat_family -in-den/, http://www.eeob.iastate.edu/faculty/ClarkW/html/reproduction.html ๏‚ก Slide 13: http://www.nwf.org/news-and-magazines/national- wildlife/animals/archives/2014/kiawah-bobcats.aspx ๏‚ก Slide 16: http://carolinaartsnews.wordpress.com/2012/02/09/the -wells-gallery-at-the- sanctuary-on-kiawah-island-sc-announce-winners-of-the-3rd-annual-island-arts-juried-show/, http://andthatswhenshesnapped.wordpress.com/ ๏‚ก Slide 18: http://www.welcometokiawah.com/Links%20of%20Interest/KINHC/People%20bobcats%20 mingle%20on%20lush%20Kiawah%20Island%20.htm ๏‚ก Slide 19: http://www.kiawahresort.com/recreation/by -interest/wildlife-as-we-see- it/wildlife-archives-2010 ๏‚ก Slide 22: http://trackingtheworld.com/blog/gps-tracking-allows-contruction-company-to- avoid-wildlife/ ๏‚ก Other: Microsoft Powerpoint PHOTO COURTESY
  • 21. IUCN Redlist [IUCN]. 2014. Lynx rufus. <http://www.iucnredlist.org/details/12521/0>. Accessed 5 October 2014. Roberts, S.B., J.D. Jordan, P. Bettinger, and R.J. Warren. 2010. Using bobcat habitat suitability to prioritize habitat preservation on a suburbanizing barrier island. Journal of Wildlife Management 74:386-384. REFERENCE