Development by Design in West Texas:
Mitigating Energy Sprawl Through Cooperative Landscape Planning

Kei Sochi, Jon Paul Pierre, Louis Harveson, Patricia Moody Harveson, David V. Iannelli,
John Karges, Billy Tarrant, Melinda Taylor, Michael H. Young and Joseph Kiesecker

May 2021

Table S1. Data sources for conservation values mapping.

VALUEScaling / UnitsREF/SOURCE
1Intact landscapes1 = Very High intactness
0.5 = High intactness
0.25 = Moderate intactness
Elliott, Lee F., Amie Treuer-Kuehn, Clayton F. Blodgett, C. Diane True, Duane German, and David D. Diamond. 2009-2014. Ecological Systems of Texas: 391 Mapped Types. Phase 1 – 6, 10-meter resolution Geodatabase, Interpretive Guides, and Technical Type Descriptions. Texas Parks & Wildlife Department and Texas Water Development Board, Austin, Texas. Documents and Data Available at: http://www.tpwd.state.tx.us/gis/data/downloads#EMS-T
Pronatura Noreste, The Nature Conservancy, and the World Wildlife Fund. (2004). Ecoregional Conservation Assessment of the Chihuahuan Desert, 2nd edition. Available from: https://bit.ly/3f19LJA.
Comer PJ, Faber-Langendoen D, Evans R, Gawler SC, Josse C, Kittel G, Menard S, Pyne M, Reid M, Schulz K, Snow K, and Teague J. 2003. Ecological Systems of the United States: A Working Classification of U.S. Terrestrial Systems. NatureServe, Arlington, Virginia. Available from: https://www.natureserve.org/sites/default/files/pcom_2003_ecol_systems_us.pdf
2GrasslandsGradient (mean/area)Elliott, Lee F., Amie Treuer-Kuehn, Clayton F. Blodgett, C. Diane True, Duane German, and David D. Diamond. 2009-2014. Ecological Systems of Texas: 391 Mapped Types. Phase 1 – 6, 10-meter resolution Geodatabase, Interpretive Guides, and Technical Type Descriptions. Texas Parks & Wildlife Department and Texas Water Development Board, Austin, Texas. Documents and Data Available at: http://www.tpwd.state.tx.us/gis/data/downloads#EMS-T
3Riparian and WetlandsGradient (mean/area)Elliott, Lee F., Amie Treuer-Kuehn, Clayton F. Blodgett, C. Diane True, Duane German, and David D. Diamond. 2009-2014. Ecological Systems of Texas: 391 Mapped Types. Phase 1 – 6, 10-meter resolution Geodatabase, Interpretive Guides, and Technical Type Descriptions. Texas Parks & Wildlife Department and Texas Water Development Board, Austin, Texas. Documents and Data Available at: http://www.tpwd.state.tx.us/gis/data/downloads#EMS-T
4SpringsGradient (count/area) - this is in essence a point density layer.Spring Stewardship Institute
Ledbetter, Jeri D., MGIS, Lawrence E. Stevens, PhD, Abraham Springer, PhD, and Benjamin Brandt, MGIS. Springs Inventory Database. Online Database. Springs and Springs-Dependent Species Database. Vers. 1.0. Springs Stewardship Institute, January 2014. Web. July 12, 2019.
5Bighorn Sheep distribution and movement modelGradient (probability values)Borderlands Research Institute (Sul Ross State University) 2020 in review
6Pronghorn distribution and movement modelGradient (mean of percentiles)Borderlands Research Institute (Sul Ross State University) 2020 in review
7Mountain lion distribution and movement modelGradient (mean of percentiles)Borderlands Research Institute (Sul Ross State University) 2020 in review
8Hunting - Mule Deer1.0 = HIGH (< 50 acres/mule deer)
0.75 = MEDIUM (51-100 acres/mule deer)
0.5 = LOW (101-300 acres/mule deer)
0 = Very Low/None
Texas Parks and Wildlife, Wildlife Division. 2018. Mule Deer Monitoring Units.
9Hunting - Pronghorn1.0 = Core (1000 acres/pronghorn)
0.5 = Rotational/Low (> 1000 acres/pronghorn)
Texas Parks and Wildlife, Wildlife Division. 2018. Pronghorn Herd Units.
10Recreation routes/trailsGradient (km/area)Texas A&M Forest Service. Texas Scenic View driving routes. Available at: https://texasforestinfo.tamu.edu/txscenicviews/home.
Texas Parks and Wildlife, Great Texas Wildlife Trails - Far West Texas Trails. Available at: https://tpwd.texas.gov/huntwild/wildlife/wildlife-trails/fwtx
Texas Parks and Wildlife, State Parks Trails data. Available at: https://tpwd.texas.gov/state-parks/park-information/maps/park-gis-files
Adventure Cycling Association. 2019. Southern Tier Bicycle Route. Available at: https://www.adventurecycling.org/routes-and-maps/adventure-cycling-route-network/southern-tier/.
National Park Service (2019). Big Bend National Park trails data. Available at: http://data-oema.opendata.arcgis.com/datasets/411e11297efa41b8809094398dd628a5_0
11Parks/ Managed areasBinary (1 = yes, 0 = no)U.S. Geological Survey (USGS) Gap Analysis Project (GAP),2018, Protected Areas Database of the United States (PAD-US): U.S. Geological Survey data release, https://doi.org/10.5066/P955KPLE.
12ViewshedsBinary (1 = yes, 0 = no)Tadono, T., Ishida, H., Oda, F., Naito, S., Minakawa, K. and Iwamoto, H., 2014. Precise global DEM generation by ALOS PRISM. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2(4),p.71.
2019 TIGER/Line Shapefiles (machinereadable data files) / prepared by the U.S. Census Bureau, 2019
FLICKR photo points. Licensed under a Creative Commons Attribution 2.0 Generic (CC-BY2.0). Accessed 2019-10-11.
13NTLGradient (radiance values)
Set upper threshold value at 5 nWcm−2 sr−1 (see Kyba et al 2017 notes).
Create inverse grid (where 1 = total darkness and 0 = 5 nWcm-2sr-1).
Log10 transform and then ran focal mean.
Elvidge, Christopher D., Kimberly Baugh, Mikhail Zhizhin, Feng Chi Hsu, and Tilottama Ghosh. “VIIRS night-time lights.” International Journal of Remote Sensing 38, no. 21 (2017): 5860-5879. https://payneinstitute.mines.edu/eog/nighttime-lights/