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Layer: CA_100_4km_384x399_2022 [Airports] (0)

Name: CA_100_4km_384x399_2022 [Airports]

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Description: This surrogate is used for EICs relating to piston and jet aircraft activity at airports including take-off, landing, and taxiing. The same data is used in the GATE model to process emissions. Since these emissions are processed in GATE already, this 2022 version will likely be the last back-up update before retirement of this surrogate.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , Bureau of Transportation Statistics Runways - https://data-usdot.opendata.arcgis.com/datasets/usdot::runways/explore?location=-0.000800%2C12.872717%2C0.66 , , Bureau of Transportation Statistics Aviation Facilities datasets - https://geodata.bts.gov/datasets/usdot::aviation-facilities/about , , , California Air Resources Board.

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Layer: CA_101_4km_384x399_2018 [Airports Ground Support Equipment] (1)

Name: CA_101_4km_384x399_2018 [Airports Ground Support Equipment]

Display Field: CO_NAME

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Description: This surrogate is intended to allocate emissions for airport ground support equipment.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , Offroad diesel analysis section in conjunction with the Federal Aviation Administration 2018 and google maps, California Air Resources Board.

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Layer: CA_110_4km_384x399_2023 [All Paved Roads] (2)

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Description: This is a surrogate for California All Paved Road network. This is a 'Merged' surrogate, and is currently assigned to EICs related to Paved Road Dust.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Layer: CA_111_4km_384x399_2023 [Primary Roads] (3)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: TIGER 2023 road network data , California Air Resources Board.

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Layer: CA_112_4km_384x399_2023 [Secondary Roads] (4)

Name: CA_112_4km_384x399_2023 [Secondary Roads]

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Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Layer: CA_114_4km_384x399_2023 [Local Roads] (5)

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Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Layer: CA_116_4km_384x399_2023 [Highway Ramps] (6)

Name: CA_116_4km_384x399_2023 [Highway Ramps]

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Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Layer: CA_140_4km_384x399_2015 [Community Airports] (9)

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Copyright Text: , STI created this surrogate using data from Federal Aviation Administration / National Transportation Atlas Database (NTAD) and ESRI. Based on area. Data is for 2002., Cheryl 10/16/2015 This current shapefile is a polygon layer., California Air Resources Board.

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Layer: CA_150_4km_384x399_2024 [Dry Cleaners] (10)

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Copyright Text: Dun and Bradstreet Market Insight Database (D&B) [build 11/11/2024], Lightbox, 2023 Q4 parcel data, California Air Resources Board.

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Layer: CA_160_4km_384x399_2016 [Dry Lake Beds] (11)

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Description: This surrogate is intended to spatially allocate PM emissions associate with fugitive windblown dust from exposed lakebeds in the Great Basin Unified Air Pollution Control District.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , National Land Cover Database (NLCD) 2016, U.S. Geological Survey (2020), https://www.mrlc.gov/data, California Air Resources Board.

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Layer: CA_171_4km_384x399_2024 [Above Snow Level] (12)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , ASTER Open Topo Data was used (https://www.opentopodata.org/datasets/aster/), California Air Resources Board.

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Layer: CA_182_4km_384x399_2025 [Distribution Centers (TRU)] (13)

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Copyright Text: 'TRU Applicable Facility Inventory 1-29-2025' databse developed by CARBs transportation and toxics division TRU team. The TRU team obtained the facility street address (~41, 000) and other pertinent information from the original data sources:, Applicable facility Registration, Manta (an online database), CARB Refrigerant Management Program, California Department of Public Health, Dun & Bradstreet, TRMM, Additional facilities identified by CARB staff (we saw them on Google Maps), , California Air Resources Board.

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Layer: CA_184_4km_384x399_2024 [Food Processing] (14)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Dun and Bradstreet Market Insight Database (D&B) [build 01/13/2025], Lightbox, 2023 Q4 parcel data, California Air Resources Board.

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Layer: CA_191_4km_384x399_2023 [Forest Roads] (15)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , 2023 TIGER data , National Land Cover Database (NLCD), 2023 [https://www.mrlc.gov/data]., California Air Resources Board.

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Layer: CA_192_4km_384x399_2023 [Logging] (16)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: CAL FIRE - https://forest-practice-calfire-forestry.hub.arcgis.com/, USDA Forest Service Timber Harvests data - shttps://data.fs.usda.gov/geodata/edw/datasets.php, California Air Resources Board.

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Layer: CA_195_4km_384x399_2017 [Soil Ammonia DNDC Non-cropland] (17)

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Description: This surrogate is used as a backup to spatially allocate emissions associated with two EICs related to biogenic & geogenic soil sources of ammonia. These are normally allocated with the DNDC model directly.

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Copyright Text: "DeNitrification-DeCompositon" (DNDC) model output for 2017, California Air Resources Board.

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Layer: CA_196_4km_384x399_2023 [Unpaved Roads Protected Lands] (18)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: -Tiger Road Network data for Unpaved Roads., -Protected_Lands_Mask (Protected_Lands_Mask_20241023.shp), California Air Resources Board.

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Layer: CA_197_4km_384x399_2024 [Protected Lands] (19)

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Layer: CA_202_4km_384x399_2019 [Gas Dispensing Facilities - Gas] (20)

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Layer: CA_203_4km_384x399_2019 [Gas Dispensing Facilities - LPG] (21)

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Layer: CA_211_4km_384x399_2020 [Gas Wells] (22)

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Description: This surrogate is intended to spatially allocate emissions from gas wells.

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Copyright Text: , California Department of Conservation Geologic Energy Management Division (CalGEM) GIS Mapping, All Wells (November, 2020), California Air Resources Board.

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Layer: CA_212_4km_384x399_2009 [Gas Seep] (23)

Name: CA_212_4km_384x399_2009 [Gas Seep]

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Description: This surrogate is intended to spatially allocate emissions related to gas seeps.

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Copyright Text: , * USGS (U.S. Geological Survey) - Pacific Coastal & Marine Science Center, http://walrus.wr.usgs.gov/seeps/where.html, T.D. Lorenson and others, 2009, U.S. Geological Survey Open-File Report 2009-1225: http://pubs.usgs.gov/of/2009/1225/, See pictures of oil and gas seeps:, seeps87.kmz, Oil_Seeps_and_Tarballs_ofr09-1225KMZ.jpg, California Air Resources Board.

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Layer: CA_215_4km_384x399_2025 [Natural Gas Transmission Distribution Losses] (24)

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Description: This surrogate is intended to allocate emissions for EIC 33031801100000 NATURAL GAS TRANSMISSION LOSSES. This EIC is for area source fugitive emissions from natural gas transmission and distribution systems. It was previously allocated with surrogate 214 Gas Distribution. Surrogate 214 only allocated to transmission pipelines and compressor stations. This update adds in allocation to housing areas which represent the service/connection portion of the emissions inventory.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , , Above Ground LNG Storage Facilities, https://hifld-geoplatform.hub.arcgis.com/datasets/e97f9385ce22445a8741ecedad1ac777_0/explore?location=36.810330%2C-118.540853%2C6.30, , Natural Gas Underground Storage, https://atlas.eia.gov/datasets/beffe709475c45909ff7423426ccb220_39/explore?location=36.868868%2C-118.489548%2C7.09, , , Natural Gas Service Area, https://cecgis-caenergy.opendata.arcgis.com/datasets/1f9fdf164c664051ac794004c4ccba8b_0/explore?location=36.712373%2C-119.273096%2C6.37, , United States Department of Transportation, Pipeline and Hazardous Materials Safety Administration (PHMSA) Gas Distribution Annual Data - 2010 to Present. (Accessed 2025-03-10). , https://www.phmsa.dot.gov/data-and-statistics/pipeline/gas-distribution-gas-gathering-gas-transmission-hazardous-liquids (GD AR 2023.csv), , Surrogate 252 Housing (CA_252_1km-1536x1596_2025_grid_weights.txt), , U.S. EPA State Inventory Tool - Emissions from Natural Gas and Oil Systems Version 2025.2, , Weight Files for Surrogate 214:, CEC California Energy Commission's Critical Infrastructure Data (2017), Natural_Gas_Pipelines.shp, Natural_Gas_Station.shp, , # this does not seem accurate when comparing with satellite imagery and the current surrogate's data. Used surrogate 214's data instead , EIA Natural Gas Interstate and Intrastate Pipelines, https://atlas.eia.gov/datasets/eia::natural-gas-interstate-and-intrastate-pipelines/explore?location=35.528122%2C-115.595375%2C6.15, , Note: , Spatial data on distribution system emissions pipelines were not found and thus not considered in this surrogate even though they are considered in the inventory emissions estimates. Emissions associated with distribution system pipeline are allocated to the features (stations, storage, transmission pipeline, and connections) that are considered in this surrogate, which doesn't seem like too bad of an assumption since the distribution pipes connect these features and will thus presumably be in proximity to them. , , # Two similar district inventory methodologies were consulted in creating this surrogate: , https://ww3.arb.ca.gov/ei/areasrc/districtmeth/ventura/NaturalGasDistribution.pdf, https://ww3.arb.ca.gov/ei/areasrc/districtmeth/sjvalley/mthd_natural_gas_transmission_losses.pdf, California Air Resources Board.

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Copyright Text: , - Sonoma Technology, Inc. in conjunction with ESRI, 2004 (Reid, Penfold, & Pollard, 2008), California Air Resources Board.

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Copyright Text: Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), Longitudinal Employer-Household Dynamics (LEHD), California Air Resources Board.

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Layer: CA_270_4km_384x399_2030 [Housing Commercial Employment] (51)

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Copyright Text: Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), Longitudinal Employer-Household Dynamics (LEHD), California Air Resources Board.

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Copyright Text: Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), Longitudinal Employer-Household Dynamics (LEHD), California Air Resources Board.

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Layer: CA_280_4km_384x399_2020 [Housing Restaurants] (56)

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Description: This surrogate represents inland shipping lanes and is used as a secondary surrogate for some EICs allocated with the 460 Ports and 339 Dredge surrogates.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , U.S. Army Corps of Engineers National Waterway Network / National Transportation Atlas Database (NTAD), 2017 , California Air Resources Board.

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Layer: CA_324_4km_384x399_2021 [Cropland] (76)

Name: CA_324_4km_384x399_2021 [Cropland]

Display Field: CO_NAME

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Description: This surrogate is intended to allocate emissions for EICs representing dust from growing season planting and cultivation operations, as well as other several other EICs representing Ag. Irrigation I.C. Engines and managed burning and disposal associate with agriculture. It is also used as a back up for several agricultural biogenics EICs that are not typically allocated with spatial surrogates.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Layer: CA_325_4km_384x399_2021 [Cropland Pasture] (77)

Name: CA_325_4km_384x399_2021 [Cropland Pasture]

Display Field: CO_NAME

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Description: This surrogate is intended for use with EIC 65065154000000, which represents emissions from fugitive windblown dust from pasture lands. The inventory methodology for this category is based on California Department of Food & Agriculture (CDFA) statistics. Emissions in this category include pasture, irrigated, pasture misc, pasture range. The LandIQ/DWR crop data has categories which include pasture, but mostly does not include grazing/rangeland. Therefore FMMP polygons representing grazing/rangland were also used in developing this surrogate. This surrogate is also used for EICs related to biological waste disposal (often land application) as well as managed burning and disposal related to range improvement. It is also used as a secondary surrogate for an EIC related to agricultural waste from livestock husbandary.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, , California Department of Conservation, Farmland Mapping and Monitoring Program (FMMP) 2020, 2018, California Air Resources Board.

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Layer: CA_326_4km_384x399_2021 [Cropland Non-pasture] (78)

Name: CA_326_4km_384x399_2021 [Cropland Non-pasture]

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Description: This surrogate is intended for use with EIC 65065054000000, which represents emissions from fugitive windblown dust from (non-pasture) agricultural lands. It replaces 321 Non Pasture Agriculture. It is also used as a primary/secondary surrogate for many EICs related to agricultural burnings and tilling/harvest dust operations.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Layer: CA_327_4km_384x399_2021 [Crop Dusting] (79)

Name: CA_327_4km_384x399_2021 [Crop Dusting]

Display Field: CO_NAME

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Description: This surrogate is intended for use with EIC 81080611400000, which represents emissions from aviation gasoline used by agricultural aircraft. Previously this EIC was allocated using the 320 Irrigated Agriculture surrogate.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Layer: CA_32701_4km_384x399_2021 [Crop Dusting Monthly] (80)

Name: CA_32701_4km_384x399_2021 [Crop Dusting Monthly]

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Description: This surrogate is intended for use with EIC 81080611400000, which represents emissions from aviation gasoline used by agricultural aircraft. Previously this EIC was allocated using the 320 Irrigated Agriculture surrogate. This is the monthly version of the surrogate for month 1.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Description: This surrogate is intended for use with EIC 81080611400000, which represents emissions from aviation gasoline used by agricultural aircraft. Previously this EIC was allocated using the 320 Irrigated Agriculture surrogate. This is the monthly version of the surrogate for month 9.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Pesticide Regulation Pesticide Use Reporting (PUR) data 2021 - https://calpip.cdpr.ca.gov/main.cfm , , LandIQ/Department of Water Resources Statewide Crop Mapping (2021) - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Description: This surrogate represents lakes and coastline. It is used as a secondary surrogate for some EICs primarily allocated using the 640 Shiplanes, 333 Commerical Fishing, 383 Military Ships, 334 Tug Tow, 336 Ocean Lakes Recboats, 338 Ocean Recboats, and 335 Lakes and Rivers Recboats surrogates

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Description: This surrogate is used to represent ferry activity in California waterways. The surrogate was created using data from the publicly available Marine Cadastre Automatic Information System (AIS) dataset combined with an internal California Air Resources Board commercial harbor craft database, known ferry port locations pulled from Google maps, and a shapefile containing the boundary of Lake Tahoe.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Marine Cadastre Automatic Identification System (AIS) - https://hub.marinecadastre.gov/pages/vesseltraffic, California Air Resources Board (CARB) Commericial Harbor Craft (CHC) Database - https://ww2.arb.ca.gov/our-work/programs/commercial-harbor-craft/chc-vessel-and-engine-data-reported-carb, Google Maps - https://www.google.com/maps, California Department of Fish and Wildlife (CDFW) California Lakes - https://cdfw.maps.arcgis.com/home/item.html?id=e3714760314c4c92af0d4978c019fe9a, California Air Resources Board.

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Layer: CA_3321_4km_384x399_2023 [Ferry Routes] (94)

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Description: This surrogate is one of three used for merged surrogate 332 (Ferries). It represents the ferry vessel transit component.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: AIS Marine Cadastre data for ferries 2023 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Layer: CA_3322_4km_384x399_2023 [Ferry Ports] (95)

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Description: This surrogate is one of three used for merged surrogate 332 (Ferries). It represents the ferry port component.

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Copyright Text: Google maps, California Air Resources Board.

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Layer: CA_3323_4km_384x399_2023 [Ferry Lake Tahoe] (96)

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Description: This surrogate is one of three used for merged surrogate 332 (Ferries). It represents the Lake Tahoe component.

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Copyright Text: California Department of Fish and Wildlife (CDFW) California Lakes (California Department of Fish and Wildlife, 2024), California Air Resources Board.

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Layer: CA_333_4km_384x399_2018 [Fishing and Commercial Boats] (97)

Name: CA_333_4km_384x399_2018 [Fishing and Commercial Boats]

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Description: This surrogate is intended to spatially allocate emissions from commercial and charter fishing vessels.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , AIS Marine Cadastre data for fishing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2018), CalFish California Hydrology program (2020), California Department of Water Resources (2020), California Air Resources Board.

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Layer: CA_334_4km_384x399_2018 [Tug Tow] (98)

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Description: This surrogate is intended to spatially allocation emissions associated with tug towing.

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Copyright Text: AIS Marine Cadastre data for Tug/Tow 2018 (U.S. Coast Guard, Vessel Traffic Data, 2018), CalFish California Hydrology program (2020), California Department of Water Resources (2020), California Air Resources Board.

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Layer: CA_335_4km_384x399_2023 [Lakes and Rivers Rec Boats] (99)

Name: CA_335_4km_384x399_2023 [Lakes and Rivers Rec Boats]

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Description: This surrogate allocates emissions associated with recreational boating for boats operating on lakes and rivers. This includes all recreational boating emissions for inland GAI, as well as boats with low horsepower engines operating in coastal GAI.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , 2023 Boat Ramps dataset, https://www.sciencebase.gov/catalog/item/63b81b50d34e92aad3cc004d, , 2020 California Department of Parks and Recreation Boat Ramps dataset (provided by Daisy Wong of CARB's Off-Road Gasoline Inventory Section)., , 2013 California Department of Fish and Wildlife Lakes dataset, https://data.cnra.ca.gov/dataset/california-lakes, , 2023 Areal Hydrography National Geodatabase (AHNG), https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-geodatabase-file.2023.html#list-tab-1258746043, California Air Resources Board.

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Copyright Text: , 2023 Boat Ramps dataset, https://www.sciencebase.gov/catalog/item/63b81b50d34e92aad3cc004d, , 2020 California Department of Parks and Recreation Boat Ramps dataset (provided by Daisy Wong of CARB's Off-Road Gasoline Inventory Section)., , 2013 California Department of Fish and Wildlife Lakes dataset, https://data.cnra.ca.gov/dataset/california-lakes, , 2023 Areal Hydrography National Geodatabase (AHNG), https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-geodatabase-file.2023.html#list-tab-1258746043, , AIS Marine Cadastre data for pleasure craft sailing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Copyright Text: 2023 Boat Ramps dataset, https://www.sciencebase.gov/catalog/item/63b81b50d34e92aad3cc004d, , 2020 California Department of Parks and Recreation Boat Ramps dataset (provided by Daisy Wong of CARB's Off-Road Gasoline Inventory Section)., , 2013 California Department of Fish and Wildlife Lakes dataset, https://data.cnra.ca.gov/dataset/california-lakes, , 2023 Areal Hydrography National Geodatabase (AHNG), https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-geodatabase-file.2023.html#list-tab-1258746043, , AIS Marine Cadastre data for pleasure craft sailing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Copyright Text: 2023 Boat Ramps dataset, https://www.sciencebase.gov/catalog/item/63b81b50d34e92aad3cc004d, , 2020 California Department of Parks and Recreation Boat Ramps dataset (provided by Daisy Wong of CARB's Off-Road Gasoline Inventory Section)., , 2013 California Department of Fish and Wildlife Lakes dataset, https://data.cnra.ca.gov/dataset/california-lakes, , 2023 Areal Hydrography National Geodatabase (AHNG), https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-geodatabase-file.2023.html#list-tab-1258746043, , AIS Marine Cadastre data for pleasure craft sailing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Copyright Text: 2023 Boat Ramps dataset, https://www.sciencebase.gov/catalog/item/63b81b50d34e92aad3cc004d, , 2020 California Department of Parks and Recreation Boat Ramps dataset (provided by Daisy Wong of CARB's Off-Road Gasoline Inventory Section)., , 2013 California Department of Fish and Wildlife Lakes dataset, https://data.cnra.ca.gov/dataset/california-lakes, , 2023 Areal Hydrography National Geodatabase (AHNG), https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-geodatabase-file.2023.html#list-tab-1258746043, , AIS Marine Cadastre data for pleasure craft sailing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Copyright Text: , AIS Marine Cadastre data for pleasure craft sailing 2018 (U.S. Coast Guard, Vessel Traffic Data, 2023), California Air Resources Board.

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Copyright Text: , Marine Cadastre (U.S. Coast Guard, Vessel Traffic Data, 2023) in conjunction with U.S. Army Corps of Engineers, California Air Resources Board.

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Layer: CA_344_4km_384x399_2022 [Green Waste] (109)

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Layer: CA_345_4km_384x399_2022 [Chipping and Grinding] (110)

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Copyright Text: Dun and Bradstreet Market Insight Database (D&B) [build 11/11/2024], California Air Resources Board.

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Layer: CA_360_4km_384x399_2002 [Metro Link Lines] (121)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , Sonoma Technology, Inc. in conjunction with Federal Railroad Administration / National Transportation Atlas Database (NTAD), 2002 (Reid, Penfold, & Pollard, 2008), California Air Resources Board.

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Layer: CA_361_4km_384x399_2019 [Passenger Rail] (122)

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Copyright Text: , Offroad Diesel Analysis Section, AQPSD (2019) in conjunction with Caltrans GIS database, California Air Resources Board.

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Layer: CA_380_4km_384x399_2004 [Military Bases] (124)

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Service Item Id: c9ea86af829f4110927b315453c90d29

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Layer: CA_412_4km_384x399_2023 [Fugitive Dust] (134)

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Description: This surrogate allocates emissions for an EIC representing dust from undisturbed areas.

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Copyright Text: Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), Sonoma Technology, Inc. in conjunction with ESRI, California Air Resources Board.

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Copyright Text: , - GAI/County/Air Basin/District boundaries (coabdis_gai_oc1_oc2_mm5_sphere_20240702.shp), California Air Resources Board.

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Layer: CA_470_4km_384x399_2004 [Publicly Owned Treatment Works] (154)

Name: CA_470_4km_384x399_2004 [Publicly Owned Treatment Works]

Display Field: CO_NAME

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Description: This surrogate spatially allocates emissions associated with publicly owned treatment works (sewage).

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: , Sonoma Technology, Inc. (2008) in conjunction with the State Water Resources Control Board 2004 (Reid, Penfold, & Pollard, 2008), California Air Resources Board.

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Layer: CA_480_4km_384x399_2023 [Primary Roads Combined] (155)

Name: CA_480_4km_384x399_2023 [Primary Roads Combined]

Display Field: CO_NAME

Type: Feature Layer

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: TIGER 2023 road network data., California Air Resources Board.

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Layer: CA_482_4km_384x399_2020 [Truck Network] (156)

Name: CA_482_4km_384x399_2020 [Truck Network]

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Description: This is a surrogate for California Truck Network. This is a 'Standalone' surrogate and is currently assigned to EICs realted to 'TANK CARS AND TRUCKS - WORKING LOSSES' from PETROLEUM MARKETING and CHEMICAL. It is also used as a component of a merged surrogate named Transport Refrigeration Units.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: AMSS Staff in conjunction with ITN using data from SCAG 2020 Regional Transit Plan & Sustainable Communities Strategy (RTP/SCS), SANDAG 2021 RTP/SCS, and CSTDM Version 3.0, California Air Resources Board.

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Layer: CA_482_4km_384x399_2030 [Truck Network] (157)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: AMSS Staff in conjunction with ITN using data from SCAG 2020 Regional Transit Plan & Sustainable Communities Strategy (RTP/SCS), SANDAG 2021 RTP/SCS, and CSTDM Version 3.0, California Air Resources Board.

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Layer: CA_482_4km_384x399_2040 [Truck Network] (158)

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: AMSS Staff in conjunction with ITN using data from SCAG 2020 Regional Transit Plan & Sustainable Communities Strategy (RTP/SCS), SANDAG 2021 RTP/SCS, and CSTDM Version 3.0, California Air Resources Board.

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Layer: CA_482_4km_384x399_2050 [Truck Network] (159)

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Description: This surrogate is intended to allocate emissions associated with cordwood stoves and pellet stoves for GAI in the BAAQMD. PM 2.5 emissions data were provided at the 1km grid level by the district and were used as the weighting field for this surrogate.

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Copyright Text: , Data provided by BAAQMD. See the following files provided by district for more detailed documentation., README.docx, 2025-04-29 BAAQMD CARB Modeling for PM2.5 SIPs Meeting Slides v1.pptx, California Air Resources Board.

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Copyright Text: 2022 US Census American Community Survey, California Air Resources Board.

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Copyright Text: 2022 US Census American Community Survey, California Air Resources Board.

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Copyright Text: , Data provided by BAAQMD. See the following files provided by district for more detailed documentation., README.docx, 2025-04-29 BAAQMD CARB Modeling for PM2.5 SIPs Meeting Slides v1.pptx, California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Layer: CA_586_4km_384x399_2030 [Construction] (248)

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Description: This surrogate is used to represent construction activity. The surrogate is a result of a merge betwee the 587 - Off-Road Construction and 588 - On-Road Construction surrogates. These surrogates were created using data from the California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP) Ten-Year Project Book, California State Water Resources Control Board Stormwater Multiple Application and Report Tracking System (SMARTS), and local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Layer: CA_586_4km_384x399_2035 [Construction] (249)

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Description: This surrogate is used to represent construction activity. The surrogate is a result of a merge betwee the 587 - Off-Road Construction and 588 - On-Road Construction surrogates. These surrogates were created using data from the California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP) Ten-Year Project Book, California State Water Resources Control Board Stormwater Multiple Application and Report Tracking System (SMARTS), and local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Layer: CA_586_4km_384x399_2040 [Construction] (250)

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Description: This surrogate is used to represent construction activity. The surrogate is a result of a merge betwee the 587 - Off-Road Construction and 588 - On-Road Construction surrogates. These surrogates were created using data from the California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP) Ten-Year Project Book, California State Water Resources Control Board Stormwater Multiple Application and Report Tracking System (SMARTS), and local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: California Department of Transportation (CalTrans) State Highway Operation and Protection Program (SHOPP), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Stormwater Multiple Application and Report Tracking System (SMARTS), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Spatial Reference: 102100  (3857)



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Description: This surrogate is used to represent off-road construction activity. Data from the Stormwater Multiple Application and Report Tracking System (SMARTS) which is maintained by the California State Water Resources Control Board were chosen for a given modeling year based on the notice of intent (NOI) date on each application. Future year surrogates were created by using data from local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Stormwater Multiple Application and Report Tracking System (SMARTS), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Spatial Reference: 102100  (3857)



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Layer: CA_587_4km_384x399_2021 [Off-road Construction] (252)

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Description: This surrogate is used to represent off-road construction activity. Data from the Stormwater Multiple Application and Report Tracking System (SMARTS) which is maintained by the California State Water Resources Control Board were chosen for a given modeling year based on the notice of intent (NOI) date on each application. Future year surrogates were created by using data from local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Stormwater Multiple Application and Report Tracking System (SMARTS), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Spatial Reference: 102100  (3857)



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Layer: CA_587_4km_384x399_2022 [Off-road Construction] (253)

Name: CA_587_4km_384x399_2022 [Off-road Construction]

Display Field: CO_NAME

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Description: This surrogate is used to represent off-road construction activity. Data from the Stormwater Multiple Application and Report Tracking System (SMARTS) which is maintained by the California State Water Resources Control Board were chosen for a given modeling year based on the notice of intent (NOI) date on each application. Future year surrogates were created by using data from local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Stormwater Multiple Application and Report Tracking System (SMARTS), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Spatial Reference: 102100  (3857)



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Layer: CA_587_4km_384x399_2023 [Off-road Construction] (254)

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Display Field: CO_NAME

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Description: This surrogate is used to represent off-road construction activity. Data from the Stormwater Multiple Application and Report Tracking System (SMARTS) which is maintained by the California State Water Resources Control Board were chosen for a given modeling year based on the notice of intent (NOI) date on each application. Future year surrogates were created by using data from local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Stormwater Multiple Application and Report Tracking System (SMARTS), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Layer: CA_587_4km_384x399_2025 [Off-road Construction] (255)

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Description: This surrogate is used to represent off-road construction activity. Data from the Stormwater Multiple Application and Report Tracking System (SMARTS) which is maintained by the California State Water Resources Control Board were chosen for a given modeling year based on the notice of intent (NOI) date on each application. Future year surrogates were created by using data from local metropolitan planning organizations (MPOs) and the California Department of Transportation (Caltrans) socio-economic population growth data.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Stormwater Multiple Application and Report Tracking System (SMARTS), UCD Contract 15AQP009 - "Improving Spatial Surrogates for Emissions Inventories in California" (Kleeman, 2019), Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), California Air Resources Board.

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Copyright Text: California Department of Conservation Mines Online (MOL) data, https://maps.conservation.ca.gov/mol/index.html, , LightBox Parcel Data 2023, California Air Resources Board.

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Layer: CA_610_4km_384x399_2023 [Secondary Paved Roads] (273)

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Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Copyright Text: Association of Monterey Bay Area Governments (AMBAG), Butte County Association of Governments (BCAG), California Department of Transportation (Caltrans), Fresno Council of Government (FCOG), Kern Council of Governments (KCOG), Kings County Association of Governments (KCAG), Madera County Transportation Commission (MCTC), Merced County Association of Governments (MCAG), Metropolitan Transportation Commission (MTC), Sacramento Area Council of Governments (SACOG), San Diego Association Of Governments (SANDAG), San Luis Obispo Council of Governments (SLOCOG), San Joaquin Council of Governments (SJCOG), Santa Barbara County Association of Governments (SBCAG), Shasta Regional Transportation Agency (SRTA), Southern California Association of Governments (SCAG), Stanislaus Council of Governments (StanCOG), Tulare County Association of Governments (TCAG), Longitudinal Employer-Household Dynamics (LEHD), California Air Resources Board.

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Description: This is a surrogate for reflecting California Unpavved Road network. This is a 'Standalone' surrogate, and is currently assigned to EICs related to 'UNPAVED ROAD DUST', 'FUGITIVE WINDBLOWN DUST','OFF-ROAD RECREATIONAL VEHICLES'.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: TIGER 2023 road network data, California Air Resources Board.

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Layer: CA_672_4km_384x399_2023 [High-density Developed Land] (290)

Name: CA_672_4km_384x399_2023 [High-density Developed Land]

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Description: This surrogate is used to allocate emissions associated with EICs for graffiti removers, urban biogenics, and urban land soil.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: National Land Cover Database (NLCD) 2023, California Air Resources Board.

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Layer: CA_674_4km_384x399_2023 [Low-density Developed Land] (291)

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Description: This surrogate is currently used to allocate emissions associated with an EIC representing Non-agricultural open burning.

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Copyright Text: National Land Cover Database (NLCD) 2023, California Air Resources Board.

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Layer: CA_680_4km_384x399_2024 [Wineries] (292)

Name: CA_680_4km_384x399_2024 [Wineries]

Display Field: CO_NAME

Type: Feature Layer

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Description: This surrogate is intended to allocate emissions associated with wine fermentation, aging, and distilleries.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Dun and Bradstreet Market Insight Database (D&B) [build 11/11/2024], California Air Resources Board.

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Layer: CA_691_4km_384x399_2023 [Land Preparation and Harvest - Forage and Hay Crops] (293)

Name: CA_691_4km_384x399_2023 [Land Preparation and Harvest - Forage and Hay Crops]

Display Field: CO_NAME

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Description: This surrogate is used to represent crops related to the California Air Resources Board (CARB) crop type - Forage and Hay Crops. Data was pulled from the Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer and intersected LandIQ/Department of Water Resources Statewide Crop Mapping dataset. The dataset was created as a five year aggregate from 2018-2023 to factor in possible crop rotations and changes due to flooding and drought conditions in California.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Layer: CA_692_4km_384x399_2023 [Land Preparation and Harvest - Tree Nuts] (294)

Name: CA_692_4km_384x399_2023 [Land Preparation and Harvest - Tree Nuts]

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Description: This surrogate is used to represent crops related to the California Air Resources Board (CARB) crop type - Tree Nuts. Data was pulled from the Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer. The dataset was created as a five year aggregate from 2018-2023 to factor in possible crop rotations and changes due to flooding and drought conditions in California.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, California Air Resources Board.

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Layer: CA_693_4km_384x399_2023 [Land Preparation and Harvest - Citrus and Fruit] (295)

Name: CA_693_4km_384x399_2023 [Land Preparation and Harvest - Citrus and Fruit]

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Description: This surrogate is used to represent crops related to the California Air Resources Board (CARB) crop type - Citrus and Fruit. Data was pulled from the Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer and intersected LandIQ/Department of Water Resources Statewide Crop Mapping dataset. The dataset was created as a five year aggregate from 2018-2023 to factor in possible crop rotations and changes due to flooding and drought conditions in California.

Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Service Item Id: c9ea86af829f4110927b315453c90d29

Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, LandIQ/California Department of Water Resources (DWR) Statewide Crop Mapping - https://data.cnra.ca.gov/dataset/statewide-crop-mapping, California Air Resources Board.

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Copyright Text: Cropland Collaborative Research Outcome System (CroplandCROS) Cropland Data Layer (CDL) - https://croplandcros.scinet.usda.gov/, California Air Resources Board.

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Copyright Text: , Sierra Research AgTool Contract in conjunction with USDA Crop Timelines (Wilkinson & Carlson, 2012) (Carlson, Anderson, & Dulla, 2012). , California Department of Pesticide Regulation (CDPR) 2020, Analysis of Californias Diesel Agricultural Equipment Inventory according to Fuel Use, Farm Size and Equipment Horsepower, Offroad Diesel Analysis Section AQPSD CARB, 2018 , California Air Resources Board.

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Copyright Text: , Sierra Research AgTool Contract in conjunction with USDA Crop Timelines (Wilkinson & Carlson, 2012) (Carlson, Anderson, & Dulla, 2012). , California Department of Pesticide Regulation (CDPR) 2020, Analysis of Californias Diesel Agricultural Equipment Inventory according to Fuel Use, Farm Size and Equipment Horsepower, Offroad Diesel Analysis Section AQPSD CARB, 2018 , California Air Resources Board.

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Layer: CA_921_4km_384x399_2023 [Prescribed Fires (Range Improvement)] (344)

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Layer: CA_931_4km_384x399_2017 [Biogenics (Methylbutenol)] (347)

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Layer: CA_932_4km_384x399_2017 [Biogenics (Monoterpenes)] (348)

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