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OCR for page 276
Environmental Impacts of Wind-Energy Projects
APPENDIX B
Emission Rates for Electrical Generation
TABLE B-1 Annual Emission Rates for Electrical Generating Units (lb/MWh)
Data Set
Geographic Area
Period
Generation Type
CO2
NOx
SO2
eGrid 2000a
USA
50 U.S. states
2000
System average
1,392
3.0
6.0
MAH States
MD, PA, VA, WV, DC
2000
System average
1,426
3.5
9.7
USA
50 U.S. states
2000
Coal
2,188
4.8
10.9
MAH States
MD, PA, VA, WV, DC
2000
Coal
2,053
5.0
14.1
USA
50 U.S. states
2000
Natural gas
1,187
1.7
0.3
MAH States
MD, PA, VA, WV, DC
2000
Natural gas
878
1.0
0.3
BLM EISb
Western U.S.
Pre-1991
Coal
2,860
15.4
15.4
BLM EISb
Western U.S.
Pre-2001
Natural gas
1,200
0.0
1.3
PJM 2005c
PJM grid system
2005
System average
1,292
2.6
8.5
RSG-ERT SIPd
MD, PA, WV, VA
Pre-2003
Coal
2,113
5.7
17.7
RSG-ERT VAe
VA, WV
2004
Primarily coal
2,037
3.9
5.3
ISO-NEf
2000
New England
2000
Marginal units
1,488
1.9
6.2
2004
New England
2004
Marginal units
1,102
0.5
2.0
2000
New England
2000
System average
913
1.1
3.9
2005
New England
2004
System average
876
0.8
2.3
OTCg
NY
NY
2002
System average
810
1.2
2.7
NE
New England
2002
System average
1,000
1.1
3.3
PJM
PJM grid system
2002
System average
1,180
2.3
8.0
NESCAUMh
Greenpoint
NY
1999
System average
944
1.5
4.4
Exelon
PJM grid system
1998
System average
1,199
2.8
9.0
aeGRID 2006.
bBLM 2005a.
cPJM 2006b.
dHathaway et al. 2005.
eHigh and Hathaway 2006.
fISO New England Inc. 2006.
gKeith et al. 2002.
hNESCAUM 2002.
NOTE: The committee has not assessed the uncertainty associated with the numbers presented.
OCR for page 277
Environmental Impacts of Wind-Energy Projects
TABLE B-2 Wind Resource Database: Standard Version, May 2005a
State
Data Sourceb
State
Data Sourceb
Arizona
N/TWS 2003
Nebraska
N/TWS 2005
Alabama
PNL 1987
New Hampshire
N/TWS 2002
Arkansas
PNL 1987
New Jersey
N/TWS 2003
California
N/TWS 2003
New Mexico
N/TWS 2003
Colorado
N/TWS 2003
New York
PNL 1987
Connecticut
N/TWS 2002
North Carolina
N/TWS 2003
Delaware
N/TWS 2003
North Dakota
NREL 2000
Florida
PNL 1987
Ohio
N/TWS 2004
Georgia
PNL 1987
Oklahoma
PNL 1987
Idaho
N/TWS 2002
Oregon
N/TWS 2002
Illinois
NREL 2001
Pennsylvania
N/TWS 2003
Indiana
N/TWS 2004
Rhode Island
N/TWS 2002
Iowa
PNL 1987
South Carolina
PNL 1987
Kansas
PNL 1987
South Dakota
NREL 2000
Kentucky
PNL 1987
Tennessee
PNL 1987
Louisiana
PNL 1987
Texas
PNL 1987
Maine
N/TWS 2002
NREL 2000
Maryland
N/TWS 2003
Vermont
N/TWS 2002
Massachusetts
N/TWS 2002
Virginia
N/TWS 2003
Michigan
N/TWS 2005
Washington
N/TWS 2002
Minnesota
PNL 1987
West Virginia
N/TWS 2003
Mississippi
PNL 1987
Wisconsin
PNL 1987
Missouri
N/TWS 2004
Wyoming
N/TWS 2002
Montana
N/TWS 2002
aData source and exclusion criteria for U.S. wind potential map coverage provided on March 16, 2006, by National Renewable Energy Laboratory, Golden, CO.
bYrSource: Yr = Year validated (1987 to present); Source = PNL, NREL, or N/TWS (NREL with AWS TrueWind).
NOTE: PNL data resolution is 1/4 degree of latitude by 1/3 degree of longitude; each cell has a terrain exposure percent (5% for ridgecrest to 90% for plains) to define base resource area in each cell. Ridgecrest areas have 10% of the area assigned to the next higher power class. NREL data were generated with the WRAMS model and do not account for surface roughness. Resolution is 1 km. Texas includes the Texas mesas study area updated by NREL using WRAMS. N/TWS data was generated by AWS TrueWind and validated by NREL. Resolution is 400 m for the northwest states (WA, OR, ID, MT, and WY) and 200 m everywhere else. These data consider surface roughness in their estimates.
OCR for page 278
Environmental Impacts of Wind-Energy Projects
TABLE B-3 Wind Resource Exclusion Database:a Criteria for Defining Available Windy Landb
Criteria
Data/Comments
Environmental
(2) 100% exclusion of National Park Service and Fish and Wildlife Service managed lands.
USGS Federal and Indian Lands shapefile, Jan. 2005.
(3) 100% exclusion of federal lands designated as park, wilderness, wilderness study area, national monument, national battlefield, recreation area, national conservation area, wildlife refuge, wildlife area, wild and scenic river, or inventoried roadless area.
USGS Federal and Indian Lands shapefile, Jan. 2005.
(4) 100% exclusion of state and private lands equivalent to criteria 2 and 3, where GIS data are available.
State/GAP land stewardship data management status 1, from Conservation Biology Institute Protected Lands database, 2004.
(8) 50% exclusion of remaining USDA Forest Service (FS) lands (incl. National Grasslands).
USGS Federal and Indian Lands shapefile, Jan. 2005.
(9) 50% exclusion of remaining Dept. of Defense lands.
USGS Federal and Indian Lands shapefile, Jan. 2005.
(10) 50% exclusion of state forest land, where GIS data is available.
State/GAP land stewardship data management status 2, from Conservation Biology Institute Protected Lands database, 2004.
Land Use
(5) 100% exclusion of airfields, urban, wetland, and water areas.
USGS North America Land Use Land Cover (LULC), version 2.0, 1993; ESRI airports and airfields (2003).
(11) 50% exclusion of non-ridgecrest forest.c
Ridgecrest areas defined using a terrain definition script, overlaid with USGS LULC data screened for the forest categories.
Other
(1) Exclude areas of slope >20%. D
Derived from elevation data used in the wind resource model.
(6) 100% exclude 3 km surrounding criteria 2-5 (except water).
Merged datasets and buffer 3 km.
(7) Exclude resource areas that do not meet a density of 5 km2 of class 3 or better resource within the surrounding 100 km2 area.
Focalsum function of class 3+ areas (not applied to 1987 PNL resource data).
aStandard Version, last revised Jan. 2004.
bNumbered in the order they are applied.
c50% exclusions are not cumulative. If an area is non-ridgecrest forest on FS land, it is just excluded at the 50% level one time.