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1. Coal Bed Methane Development Impact Assessment and Landcover Analysis for the Vermejo Park Ranch, Northern New Mexico and Southern Colorado. Title Slide: Coal Bed Methane Development Impact Assessment and Landcover Analysis for the Vermejo Park RanchTitle Slide: Coal Bed Methane Development Impact Assessment and Landcover Analysis for the Vermejo Park Ranch
2. Vermejo Park RanchLocation Map Location Map showing general location and size of VPR. Ranch outline is shown in blue over ERDAS Imagine Topographic Relief map.Location Map showing general location and size of VPR. Ranch outline is shown in blue over ERDAS Imagine Topographic Relief map.
3. Vermejo Park Ranch Working Bison Ranch
Guest Ranch for Hunting and Fishing
Coal Bed Methane (CBM) Development Monitoring Program
Forest Thinning Projects & Wildland Fire Management VPR Mission StatementVPR Mission Statement
4. Project Goals Create a Landcover Analysis to assist forest thinning operations, wildland fire management, and habitat estimation.
Create a CBM Impact Analysis to quantify effects of CBM development on the landscape.
Integrate analyses into existing ranch enterprise GIS to aid in ranch management. Project GoalsProject Goals
5. 2005 Satellite Imagery
60cm, 4 color, 1:12,000 NMAS Imagery ComparisonImagery Comparison
6. Land Cover Analysis Land Cover Analysis Section DividerLand Cover Analysis Section Divider
7. Forest Thinning Program Areas of the ranch were heavily logged during previous ownerships.
As result of logging, forests grew back too densely.
Forestry department implemented thinning operations to restore forests to a healthy tree spacing.
Thinned areas aid in wildland fire management Thinning ProgramThinning Program
8. Designated Landcover Types:Forested Aspen
Cottonwood
Mixed Conifer: Ponderosa Pine, Douglas Fir, White Fir
Oak: Gamble Oak, Mountain Mahogany
Pińon-Juniper
Ponderosa Pine
Riparian Shrubs: Willows, Locust
Spruce-Fir: Englemann Spruce, Subalpine Fir
Treed Landcover TypesTreed Landcover Types
9. Designated Landcover Types:Non-Forested Non-treed landcover typesNon-treed landcover types
10. Forestry Land Cover Analysis Created a landcover grid from 2005 satellite imagery :
Land cover analysis utilized a 1000m (1km) spacing of points (2366 point features).
Determination of attributes for each point location included slope, aspect, elevation, access, species cover type, cover density, patch size, and tree size where applicable.
Selected points were field checked for cover accuracy and digital photos linked to point data.
Manageable thinning attribute was calculated. LCA summaryLCA summary
11. Landcover Attributes Slope: ‘extract to point’ from 10m DEM and 20 acre mean slope using zonal statistics
Aspect and elevation: ‘extract to point’ from 10m DEM
Access: combination of road availability and topography
Species cover type: species at point on imagery if patch exceeds minimum of 10 acres
Cover density: low, medium or high
Patch size: 10, 25, 50 … >= 200 acres using 25 acre grid overlay
Tree size: regrowth (<6”), pole (6-12”), saw log (>=12”) diameter
12. Field Verification/Photos 71 of 2366 points located using GPS unit (3%)
Field checks still in progress
Digital photos of locations taken with 12” square marker
Photo files linked to point features
Currently 99% accuracy rate for cover type attribute Field verificationField verification
13. Landcover Analysis Results:Cover Types by Percent Ponderosa Pine: 31.74%
Mixed Conifer: 15.89%
Pińon-Juniper: 11.92%
Oak: 10.44%
Prairie Grass: 10.31%
Upland Grass: 7.86%
Spruce-Fir: 5.07%
Riparian Grass: 2.41%
Aspen: 1.86%
Roads: 1.18%
Barren Ground: 0.72%
Water: 0.38%
Cottonwood: 0.17%
Riparian Shrub: 0.05%
LCA results by percent cover typeLCA results by percent cover type
14. LCA 1km grid by cover typeLCA 1km grid by cover type
15. High Country LCA points mapHigh Country LCA points map
16. LCA Canadian/Colorado point mapLCA Canadian/Colorado point map
17. LCA Castle Rock and HQ point mapLCA Castle Rock and HQ point map
18. LCA prairie and southern area point mapLCA prairie and southern area point map
19. Cover Types by Estimated Acreage
LCA results by estimated acreageLCA results by estimated acreage
20. Manageable Thinning Attribute “Manageable” locations were selected using the following query parameters :
Slope<50% (using 20 acre buffer mean slope)
Patch Size >= 100 acres
Cover Density = Medium or High
Cover Type = Ponderosa Pine, Pińon-Juniper, Aspen, Spruce-Fir, or Mixed Conifer
Access = Road in patch or available from nearby patch Calculating Manageable Thinning AttributeCalculating Manageable Thinning Attribute
21. Manageable Query Results: 618 points Manageable LCA PointsManageable LCA Points
22. CBM Development Impact Assessment Human Impact:Human Impact:
23. Coal Bed Methane (CBM) A portion of the Vermejo Park Ranch is being developed by mineral rights owner, El Paso Energy for methane gas production.
Methane gas wells extract gas from subsurface coal seams.
Water produced to release gas from the coals flows by pipeline to facilities where the water is re-injected into lower stratigraphic units.
Produced gas is pressurized by compressor facilities and sent via underground pipelines to sales as “natural gas”. Intro to CBMIntro to CBM
24. CBM Disturbance Types Roads with adjacent pipeline and cable
High and Low Pressure Pipeline Corridors
METL (Overhead Electric Lines) Corridors
Facility Sites (Compressors, Injection Sites, Staging Areas)
Well Locations (Pads) CBM Disturbance TypesCBM Disturbance Types
25. CBM Project Area At time of Fall 2005 imagery acquisition:
Project consisted of 634 well locations
Well spacing is 160 acres
Approximate Total Impacted Area: 634x160=101,440 acres General CBM project sizeGeneral CBM project size
26. Creating CBM Disturbance Polygons Roads with adjacent pipeline: existing GPS’ed line feature buffered by width attribute
Low and High Pressure Pipeline Corridors: existing GPS’ed line feature buffered by width attribute
Main Electric Transmission Lines (METL): existing GPS’ed line feature buffered by width attribute
Well Locations or Pads: polygon feature digitized from 2005 imagery
Main Facilities (Compressors, Water Injection sites, Staging Areas): polygon features digitized from 2005 imagery
CBM Disturbance PolygonsCBM Disturbance Polygons
27. Disturbance Width Attributes Roads: 22’, 24’, or 34’ depending on year constructed
Low Pressure Pipeline Corridors: 24’ or 34’ based on location
METL Corridor: 50’
High Pressure Pipeline Corridors: 40’
CBM disturbance width attributesCBM disturbance width attributes
28. Eliminating Overlapping Disturbance Polygon overlaps eliminated
Hierarchy:
1. Well Pads
2. Facility Sites
3. High Pressure Pipe
4. METL
5. Low Pressure Pipe
6. Roads Eliminating Overlapping disturbance to accurately evaluate acreageEliminating Overlapping disturbance to accurately evaluate acreage
29. New vs. Pre-CBM Disturbance Pre-CBM disturbance used when possible for CBM development
CBM disturbance features were designated as New or Pre-CBM (existing)
Utilized pre-CBM DOQQ
Pre-CBM road width:16 feet
Existing vs. New disturbance attributesExisting vs. New disturbance attributes
30. Linear Distances for CBM Roads At time of fall 2005 imagery acquisition:
417 miles of CBM roads
180 miles of Pre-CBM ranch roads were used
237 miles of new CBM roads were constructed Linear distance calculation resultsLinear distance calculation results
31. Pre-CBM Disturbance Areas Utilized and New Construction Total Pre-CBM Disturbance
Area Utilized: 406 acres
Roads: 340 acres
Well Locations: 0 acres
METL: 11 acres
HP Corridors: 33 acres
LP Corridors: 22 acres
Facility Sites: 0 acres
Total New Construction Disturbance Area: 2279 acres
Roads: 1,406 acres
Well Locations: 380 acres
METL: 185 acres
HP Corridors: 158 acres
LP Corridors: 114 acres
Facility Sites: 36 acres
Existing Disturbance AcreageExisting Disturbance Acreage
32. Total CBM Disturbance Area and Percent Pre-CBM Disturbance Utilized Total CBM Disturbance Area: 2,685 acres
Roads: 1,747 acres
Well Locations: 380 acres
METL: 195 acres
HP Corridors: 191 acres
LP Corridors: 135 acres
Facility Sites: 36 acres
Pre-CBM/Total CBM Disturbance Area: 15%
Roads: 19%
Well Locations: 0%
METL: 5%
HP Corridors: 17%
LP Corridors: 16%
Facility Sites: 0%
Total CBM disturbance acreage.Total CBM disturbance acreage.
33. Analysis of Disturbance of Landcover Types Cover types data from 1 km landcover grid
Recalculated landcover grid in Spatial Analyst
Individual disturbance type and total disturbance polygons set as analysis mask
Only cover types within disturbance polygons retained in new grids
Calculated percent total for each resulting grid by disturbance type and total disturbance Landcover Type Disturbance analysisLandcover Type Disturbance analysis
34. Landcover CBM disturbance 1km grid total/disturbance clip exampleLandcover CBM disturbance 1km grid total/disturbance clip example
35. Cover Types Disturbed by Well Locations Cover: %Total: Normalized*
Water: 0.15%: -0.23%
Riparian Grass: 0.82%: -1.59%
Road: 3.53%: 2.35%
Pińon-Juniper: 5.05%: -6.87%
Upland Grass: 6.44%: -1.42%
Ponderosa: 47.25%: 15.51%
Oak: 9.49%: -0.95%
Mixed Conifer: 27.26%: 11.37%
*Normalized= %Total - Total Ranch Cover % Cover types disturbed by well locationsCover types disturbed by well locations
36. Cover Types Disturbed by Facility Sites Cover: %Total: Normalized
Riparian Grass: 8.17%: 5.76%
Road: 10.89%: 9.71%
Pińon-Juniper: 8.73%: -3.19%
Upland Grass: 7.89%: 0.03%
Ponderosa: 34.85%: 3.11%
Oak: 1.33%: -9.11%
Mixed Conifer: 28.14%: 12.25%
Cover types disturbed by facility sitesCover types disturbed by facility sites
37. Cover Types Disturbed by METL Cover: %Total: Normalized
Riparian Grass: 1.77%: -0.64%
Road: 4.78%: 3.60%
Pińon-Juniper: 12.10%: 0.18%
Upland Grass: 10.45%: 2.59%
Ponderosa: 50.02%: 18.28%
Oak: 7.23%: -3.21%
Mixed Conifer: 13.64%: -2.25%
Cover types disturbed by METLCover types disturbed by METL
38. Cover Types Disturbed by High Pressure Pipeline Corridors Cover: %Total: Normalized
Water: 1.94%: 1.56%
Riparian Grass: 4.47%: 2.06%
Road: 5.92%: 4.74%
Pińon-Juniper: 16.53%: 4.61%
Upland Grass: 5.16%: -2.70%
Ponderosa: 32.88%: 1.13%
Oak: 13.70%: 3.26%
Mixed Conifer: 19.41%: 3.51%
Cover types disturbed by HP pipeline corridorsCover types disturbed by HP pipeline corridors
39. Cover Types Disturbed by Low Pressure Pipe Corridors Cover: %Total: Normalized
Riparian Grass: 3.66%: 1.25%
Road: 6.48%: 5.29%
Pińon-Juniper: 3.24%: -8.68%
Upland Grass: 14.68%: 6.82%
Ponderosa: 50.48%: 18.44%
Oak: 1.33%: -9.11%
Mixed Conifer: 20.25%: 4.36%
Aspen 0.18% -1.68%
Cover types disturbed by LP pipeline corridorsCover types disturbed by LP pipeline corridors
40. Cover Types Disturbed by Roads Cover: %Total: Normalized
Water: 0.69%: 0.31%
Riparian Grass: 1.35%: -1.06%
Road: 3.64%: 2.46%
Pińon-Juniper: 5.28%: -6.64%
Upland Grass: 8.24%: 0.38%
Ponderosa: 49.33%: 17.59%
Oak: 7.46%: -2.98%
Mixed Conifer: 24.01%: 8.11%
Cover types disturbed by roadsCover types disturbed by roads
41. Cover Type Disturbed by Total CBM Disturbance Cover: %Total: Normalized
Water: 0.60%: 0.22%
Riparian Grass: 1.72%: -0.69%
Road: 4.08%: 2.90%
Pińon-Juniper: 6.46%: -5.46%
Upland Grass: 8.18%: 0.32%
Ponderosa: 47.95%: 16.21%
Oak: 7.76%: -2.68%
Mixed Conifer: 23.23%: 7.33%
Aspen 0.01% -1.85%
Cover types disturbed by total disturbanceCover types disturbed by total disturbance
42. Patch Fragmentation Analysis Landscapes comprised of patches and corridors
Human activities, i.e. road building, tend to straighten patch edges
Elk and deer tend to cross or enter curved boundaries and travel parallel to straight edges
Will patch analysis indicate that CBM disturbance has simplified patch edges?
Landscape patch change analysis:
Human activities tend to simplify boundaries creating less complex shapes into straighter lines (Turner, 2001)
Forman studied elk and deer movements in Northern NM between PJ and grasslands, use of edge increases in both elk and deer with curvilinearity of the edge… straight boundaries appear to act as partial barriers (Forman, 1995 and Turner, 2001)Landscape patch change analysis:
Human activities tend to simplify boundaries creating less complex shapes into straighter lines (Turner, 2001)
Forman studied elk and deer movements in Northern NM between PJ and grasslands, use of edge increases in both elk and deer with curvilinearity of the edge… straight boundaries appear to act as partial barriers (Forman, 1995 and Turner, 2001)
43. Creating Landscape Patches Patches defined by cover type vs. habitat patches
Disturbance corridors defined as background
1996 cover type patches digitized from DOQQ using landcover analysis points
2005 patches created by removing total CBM disturbance polygons from 1996 patch polygons
Patch change limited to CBM disturbance
Creating landscape patchesCreating landscape patches
44. Preparation for FRAGSTATS FRAGSTATS 3.3: standard landscape ecology fragmentation software
Created grids from 1996 and 2005 polygons in Spatial Analyst
Calculated grid*(-1) to created signed integer file in raster calculator
Reclassified grid values within landscape to be positive leaving negative border background area to retain signed integer grid format
Converted grids to ASCII format
Built class properties text file FRAGSTATS 3.3 req’sFRAGSTATS 3.3 req’s
45. Patch Grids and Disturbance Example of grids for 1996 and 2005Example of grids for 1996 and 2005
46. FRAGSTATS Structural Patch Metrics Area: Area of individual patches
Perimeter: Patch edge measurement
Perimeter to Area Ratio (PARA): Complexity of patch shape or edge
Fractal Dimension Index (FRAC): Complexity of the patch shape or edge
Related Circumscribing Circle (CIRCLE): How patch compares to a true circle
Shape Index (SHAPE): Compact vs. Irregular patch shape
Negative values for metrics 3-6 indicate simplification.
Patch MetricsPatch Metrics
47. Selected Patch Change Study Areas 9 square kilometer areas:
High Disturbance Area: surrounding central facility site including all disturbance types
Medium Disturbance Area: incorporating small facility site, well locations and roads
Low Disturbance Area: adjacent to and includes sensitive area (non-drillable) with nearby well locations and roads only Landscape/Patch study areasLandscape/Patch study areas
48. Landscape 1-High Mean Values of Metric Results:
Area 1996: 6.01 hectares
Area 2005: 2.66 hectares (-)
Perimeter 1996: 1557.62 m
Perimeter 2005: 794.67 m (-)
PARA 1996: 1960.17 m/m^2
PARA 2005: 5218.57 m/m^2 (+)
FRAC 1996: 1.140
FRAC 2005: 1.140 (no change)
SHAPE 1996: 2.014
SHAPE 2005: 1.762 (-)
CIRCLE 1996: 0.69
CIRCLE 2005: 0.66 (-)
Number of Patches increased from 148 to 325 Landscape 1: Facility Site, high impact area
PARA-shows increase in complexity: non-standardized…decrease in patch size causes increase in PARA if shape remains similar: not a good measure in this example.
FRAC-no change
SHAPE-less irregular
CIRCLE-change towards truer circle or simpler
Shows disturbance has simplified patches and greatly reduced patch size.Landscape 1: Facility Site, high impact area
PARA-shows increase in complexity: non-standardized…decrease in patch size causes increase in PARA if shape remains similar: not a good measure in this example.
FRAC-no change
SHAPE-less irregular
CIRCLE-change towards truer circle or simpler
Shows disturbance has simplified patches and greatly reduced patch size.
49. Landscape 2-Medium Mean Values of Metric Results:
Area 1996: 13.784 hectares
Area 2005: 10.509 hectares (-)
Perimeter 1996: 2528.738 m
Perimeter 2005: 2218.381 m (-)
PARA 1996: 1147.098 m/m^2
PARA 2005: 1907.466 m/m^2 (+)
FRAC 1996: 1.133
FRAC 2005: 1.129 (-)
SHAPE 1996: 2.085
SHAPE 2005: 2.023 (-)
CIRCLE 1996: 0.731
CIRCLE 2005: 0.723 (-)
Number of Patches increased from 65 to 84
Landscape 2: minor facility site, medium impact area
PARA-again shows increase in complexity: non-standardized…decrease in patch size causes increase in PARA if shape remains similar: not a good measure in this example.
FRAC-less irregular
SHAPE-less irregular
CIRCLE-change towards truer circle or simpler patch shape
Shows disturbance has simplified patches and reduced patch size.
Landscape 2: minor facility site, medium impact area
PARA-again shows increase in complexity: non-standardized…decrease in patch size causes increase in PARA if shape remains similar: not a good measure in this example.
FRAC-less irregular
SHAPE-less irregular
CIRCLE-change towards truer circle or simpler patch shape
Shows disturbance has simplified patches and reduced patch size.
50. Landscape 3-Low Mean Values of Metric Results:
Area 1996: 11.015 hectares
Area 2005: 9.709 hectares (-)
Perimeter 1996: 2471.16 m
Perimeter 2005: 2330.68 m (-)
PARA 1996: 1755.17 m/m^2
PARA 2005: 1617.57 m/m^2 (-)
FRAC 1996: 1.140
FRAC 2005: 1.145 (+)
SHAPE 1996: 2.212
SHAPE 2005: 2.197 (-)
CIRCLE 1996: 0.715
CIRCLE 2005: 0.723 (+)
Number of Patches increased from 81 to 91
Landscape 3: well locations and roads only adjacent to sensitive area, low impact
PARA-shows decrease in complexity
FRAC-slightly more complex
SHAPE-less irregular
CIRCLE-slight change towards more complex
Overall shows minimal changes as expected.Landscape 3: well locations and roads only adjacent to sensitive area, low impact
PARA-shows decrease in complexity
FRAC-slightly more complex
SHAPE-less irregular
CIRCLE-slight change towards more complex
Overall shows minimal changes as expected.
51. Patch Metrics Comparison Landscape 1:
High Disturbance
Metric %change
AREA -55.80
PERIM -48.98
PARA +166.23
SHAPE -12.53
FRAC -0.02
CIRCLE -3.11 Landscape 2:
Medium Disturbance
Metric %change
AREA -23.76
PERIM -12.27
PARA +66.29
SHAPE -2.99
FRAC -0.34
CIRCLE -1.21
52. Disturbance vs. Production Comparison Disturbance imagery, left- high impact CBM area, right-strip coal mineDisturbance imagery, left- high impact CBM area, right-strip coal mine
53. Energy Production/Disturbance CBM Strip Mine
634 wells Ancho/Gachupin
Total Area 2,685 2,428
disturbed: (acres)
Total Production: 195,335,400 * 171,779,604
(MMBTU)
Production/Acre: 72,751 70,750
(MMBTU/acre) Disturbance vs. energy production resultsDisturbance vs. energy production results
54. Assumptions/Problems Encountered: Snow cover on portions of satellite imagery made landcover analysis and digitizing disturbance areas difficult
Satellite Imagery had problems representing steep north slope areas
FRAGSTATS analysis assumes no natural patch change (i.e. no wildland fires) between 1996 and 2005
Assumptions and problemsAssumptions and problems
55. Conclusion: Landcover:
Valuable tool for thinning site selection
Good base for higher detail studies
CBM Impact:
Accurate assessment of new, pre-CBM and total disturbance
Provided general estimation of the highest impacted cover species
FRAGSTATS indicates that CBM development simplifies patches and edges in high and medium disturbance areas
Energy-Disturbance comparison indicates CBM production per acre similar to coal strip mine operations ConclusionConclusion
56. Acknowledgements Vermejo Park Ranch
Forestry: S. Chase, L. Dhaseleer, G. Estoll
Environmental: G. Holm, L. Camp
Manager: M. Jensen
El Paso Energy-Raton Basin CBM
Pittsburg and Midway Coal Company
The Pennsylvania State University
D. Miller
AcknowledgementsAcknowledgements
57. Selected References Brister, B., Hoffman, G., Engler, T., Oil and Gas Resource Development Potential Eastern Valle Vidal Unit: A 20 year RFDS, Carson National Forest, July 2004, www.fs.fed.us/r3/carson/plans/valle_vidal/
Forman, Richard T. T., Land Mosaics, The Ecology of Landscapes and Regions, Cambridge University Press, 1995
McGarigal, K., S.A. Cushman, M.C. Neel, and E. Ene, 2002, FRAGSTATS: Spatial Pattern Analysis Program for Categorical Maps. Computer software program produced at the University of Massachusetts, Amherst. www.umass.edu/landeco/research/fragstats.html
Paine, D., Kiser, J., Aerial Photography and Image Interpretation, 2nd Edition, John Wiley, 2003
Turner, M., Gardner, R., O’Neill, R, Landscape Ecology In Theory and Practice Pattern and Process, Springer, 2001
Selected referencesSelected references