Grand Canyon National Park National Park Service · Grand Canyon National Park U.S. Department of...
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Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Endangered Sentry Milk-Vetch Habitat Model
Mark Nebel, Lori Makarick, Jan Busco, Shahed Dowlatshahi Grand Canyon National Park June 16, 2014
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Astragalus cremnophylax var. cremnophylax
Sentry Milk-Vetch South Rim of Grand Canyon
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
1903: First discovered at Grand Canyon 1980: Listed as candidate threatened species (1 known population) 1988: Half of population showed serious damage from trampling 1990: Federally listed as an endangered plant (150 known individuals) 1994-Present: New populations discovered (currently 4, ~4000 plants) 2006: USFWS Recovery Plan 2013: GIS Habitat Modeling 2014: First new population established
HISTORY
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
• Member of the Pea Family (Fabaceae)
• Endemic to Grand Canyon South Rim
• Endangered by Habitat Loss, Climate Change, Drought, Trampling
• Recovery Plan (2006) Objectives
•Down-list (Minimum 4 Populations of 1000 plants each)
•De-list (Minimum 8 Populations of 1000 plants each)
•Stable or Increasing over a 30-year period
• Partners: NPS, USFWS, The Arboretum at Flagstaff, Northern Arizona University, USGS, Desert Botanical Garden
• Use GIS Modeling capabilities to identify the most-suitable sites for Reintroduction Site Selection decision support
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Sentry Milk-Vetch and Related Species
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: GeologyExclusively on Kaibab Limestone – White Limestone (Fossil Mountain
Member) “Spits” – Grows in Cracks on Outcrops, along
Edges, and on Graveled Slopes in Shallow Soil
– Possible relationship to Geologic Structures or Breccia Pipes?
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Kaibab Limestone
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
South Rim Sentry Milk-Vetch Populations And Kaibab Limestone Geology
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Geologic Unit Rank
Kaibab Limestone, undifferentiated 5
Kaibab Limestone, Fossil Mountain member 5
Kaibab Limestone, Harrisburg member 4
Model Variable: Geology
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: SlopeProximity to Canyon Rim – No more than 10 meters from “Rim” – How to define/represent “Rim”?
GIS “RimLine” Insufficient Proxy Slope
– All known populations fall within one 10-meter pixel of Slope >29 Degrees
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Degrees Slope Rank
>29 5
10-29 3
0-10 1
Model Variable: Slope
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: VegetationProximity to Pinyon-Juniper Vegetation – “…just outside of Pinyon-Juniper
Vegetation Types…” Pinyon-Juniper, Sagebrush, Deciduous Shrub, and Conifer SMV Intersects All known SMV populations are within 16 meters of specific P-J Associations
Companion Species are important Open Areas without tall plant growth or dense grasses
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Pinion-Juniper Vegetation Types
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Pinion-Juniper Vegetation Types
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Companion Species •Lavender Leaf Sundrop
•Rockmat
•Wild Buckwheat
•Mountain Phlox
•Eastwoods’ Sandwort
•Fernbush
•Mock Penny Royal
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Vegetation Association Rank
Intersected Types w/Key Companions 5
P-J Types +/- Key Companions 3-5
Other Veg Types +/- Key Companions 0-4
Model Variable: Vegetation Type
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: Distance to Pinyon-Juniper Associations w/Key Companion Species
Distance (Meters) Rank
0-16 5
16-30 4
30-60 3
60-200 2
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable 5: SoilCrumbly Limestone-Gravel Soils Loose, Shallow, Inorganic Soils
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: Soil
Soil Type Rank
Lithic Ustic Torriorthents-Udic Haplustolls-Rock outcrop complex 5
Yumtheska-Rock outcrop complex 5
Skos family-Sandia-Rock outcrop complex 5
Meriwhitica-Rock outcrop complex 3
Other Soil Types 1
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: Aspect
Degrees Rank
0-25 4
25-56 5
56-90 4
90-186 4
186-270 2
270-360 4
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Variable: ElevationKnown population range 2117-2250m
Meters Rank
<2100 1
2105-2115 3
2115-2250 5
2250-2260 3
>2260 1
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Variable Weight (100%) Value Classes Ranks (1-5)
Geology 14% GeologicUnitKaibab Limestone, undifferentiated (Pk) 5
Kaibab Limestone, Fossil Mountain member (Pkf) 5Kaibab Limestone, Harrisburg member (Pkh) 4
Slope 14% Degrees0-10 110-29 3>29 5
Vegetation 16% AssociationSouth Rim Intersects PiEd-JuOs-ArSp 5
PiEd-JuOs-CeSp-QuSp 5ArBi-BoGr 5
QuGa 5AmUt 5
North Rim Intersects AbCo-PsMe-CaSp 5PiEd-JuOs-PuSt 5
PiPo-PoFe 5RoNe 5
Other PJ, w/companions See SMV_VegWorksheet
Model Variable Worksheet
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Distance to PJCON 14% Meters0-16 516-30 430-60 3
60-200 2
Soil 14% Soil Type (MUNAME)Lithic Ustic Torriorthents-Udic Haplustolls-Rock outcrop complex, Kaibab, T 5
Yumtheska-Rock outcrop complex, 0 to 2 percent slopes 5Skos family-Sandia-Rock outcrop complex, 15 to 55 percent slopes 5
Meriwhitica-Rock outcrop complex, 35 to 70 percent slopes 3Other Soil Types 1
Elevation 14% Meters<2100 1
2105-2115 32115-2250 52250-2260 3
>2260 1
Aspect 14% Degrees0-25 425-56 556-90 4
90-186 4
Model Variable Worksheet, cont.
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Builder
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Run 1
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model OutcomesIterative; Change Weights and Ranks; Test Model Sensitive to Geology, Elevation, and Aspect – Significantly expand or shrink extent of
predicted Suitable Habitat Areas that consistently model as Highly Suitable over a wide range of model iterations increase confidence Field Validation is Critical New population (139 plants) discovered in predicted Highly Suitable Habitat Five Sites Selected for Initial Reintroduction, beginning in 2014
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Relationship of Model Output to Known Sentry Milk-Vetch Populations
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Run 1
Model Run 2
Changes in Model Weights to slightly emphasize Geology (Run 2) extends predicted Highly Suitable Habitat several kilometers away from the canyon rim and up to 50 kilometers northwest along the rim
Sensitivity Analysis
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Model Run 1 Model Run 2
Model Run 3 Model Run 4
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Newly Discovered Population
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Other ConsiderationsLandforms, esp. Limestone “Spits” – Topographic Position Index Access – Low Visitor Use – Watering, Monitoring Expansion Potential Field Validation, Previous Surveys, and Partner Recommendations
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Selected Reintroduction Sites
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Greenhouse
Grand Canyon National Park U.S. Department of the InteriorNational Park Service
Thank You!
Other Modeling Efforts •Northern Leopard Frog •Bighorn Sheep •And?…