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Description: SCAG has developed its regional geospatial dataset of land use information at the parcel-level (approximately five million parcels) for 197 local jurisdictions in its region. The regional land use dataset is developed (1) to aid in SCAG’s regional transportation planning, scenario planning and growth forecasting, (2) facilitate policy discussion on various planning issues, and (3) enhance information database to better serve SCAG member jurisdictions, research institutes, universities, developers, general public, etc. It is the most frequently and widely utilized SCAG geospatial data. In 2024, SCAG successfully released the final 2019 regional land use dataset, developed for the Final Connect SoCal 2024, the 2024-2050 Regional Transportation Plan/Sustainable Communities Strategy (RTP/SCS), which includes general plan land use, specific plan land use, zoning code and existing land use information. The 2019 regional land use dataset was reviewed by local jurisdiction, and SCAG staff made every effort to ensure the data reflect local jurisdiction’s input received during the Connect SoCal 2024 Local Data Exchange process. Following the successful adoption of Connect SoCal 2024, SCAG launched the 2024 regional land use data development process to update parcel-level land use information in preparation for Connect SoCal 2050, the 2028-2050 Regional Transportation Plan/Sustainable Communities Strategy (RTP/SCS). Between summer and fall of 2024, SCAG staff collected 2024 parcel boundary GIS files and tax roll property data from county assessor’s offices. After several months of data standardization and cleanup, SCAG released the 2024 parcel boundary GIS files in March 2025, followed by the 2024 Annual Land Use dataset in June 2025. In October 2025, staff developed a preliminary version of the 2024 Zoning Code dataset. These datasets will serve as key inputs for the development of Connect SoCal 2050, supporting growth forecasting, scenario planning, policy discussions, and analysis of regional growth strategies.This dataset is intended for planning purposes only, and SCAG shall incur no responsibility or liability as to the completeness, currentness, or accuracy of this information. SCAG assumes no responsibility arising from use of this information by individuals, businesses, or other public entities. The information is provided with no warranty of any kind, expressed or implied, including but not limited to the implied warranties of merchantability and fitness for a particular purpose. Users should consult with each local jurisdiction directly to obtain the official land use information.Data Description/Field DefinitionData Description:Field NameData TypeLengthDefinition SourceField DescriptionOBJECTIDObject IDESRIInternal feature numberShapeGeometryESRIType of geometryPID24Text30SCAG2024 parcel unique identificationAPN24Text15County Assessor Office2024 Assessor’s parcel numberPARENT_INDEXShortSCAGParent Parcel Index ('0' = not a parent parcel; '1' = parent parcel)COUNTYText15SCAGCounty nameCOUNTY_IDText3US CensusCounty FIPS codeCITYText50SCAGCity nameCITY_IDText5US CensusCity FIPS codeMULTIPARTShortSCAGMultipart feature (the number of multipart polygons; '1' = singlepart feature)STACKLongSCAGDuplicate geometry (the number of stacked polygons; '1' = no duplicate polygons)ACRESDoubleSCAGParcel area (in acreage)SLOPEShortSCAGSlope informationGEOID20Text255US Census2020 Census Block GEOIDZN24_CITYText60SCAG, Local Jurisdictions2024 Jurisdiction’s zoning codeZN24_SCAGText4SCAG, Local Jurisdictions2024 SCAG zoning codeYEAR_ZNDateSCAG, Local JurisdictionsYear when zoning information is updatedZN24_CITY_2NDText60SCAG, Local Jurisdictions2024 Jurisdiction’s zoning code for secondary useZN24_SCAG_2NDText4SCAG, Local Jurisdictions2024 SCAG zoning code for secondary useZN24_RATIO_2NDDoubleSCAG, Local JurisdictionsArea ratio of secondary use coverageNOTESText200SCAGAdditional informationPID19Text30SCAG2019 parcel unique identificationAPN19Text15County Assessor Office2019 parcel unique identificationCITY19Text50SCAG2019 City nameShape_LengthDoubleESRILength of feature in internal unitsShape_AreaDoubleESRIArea of feature in internal units squaredValue Description:2024 Jurisdiction’s Zoning Codes: Please refer to 2024 Zoning Codes Correspondence Table for details.2024 SCAG Land Use Codes: Please refer to SCAG Land Use Code Description for details.LegendLand Use Description Single Family Residential1110 Single Family Residential1111 High Density Single Family Residential (9 or more DUs/ac)1112 Medium Density Single Family Residential (3-8 DUs/ac)1113 Low Density Single Family Residential (2 or less DUs/ac)Multi-Family Residential1120 Multi-Family Residential1121 Mixed Multi-Family Residential1122 Duplexes, Triplexes and 2- or 3-Unit Condominiums and Townhouses1123 Low-Rise Apartments, Condominiums, and Townhouses1124 Medium-Rise Apartments and Condominiums1125 High-Rise Apartments and CondominiumsMobile Homes and Trailer Parks1130 Mobile Homes and Trailer Parks1131 Trailer Parks and Mobile Home Courts, High-Density1132 Mobile Home Courts and Subdivisions, Low-DensityMixed Residential1140 Mixed Residential1100 ResidentialRural Residential 1150 Rural ResidentialGeneral Office1210 General Office Use1211 Low- and Medium-Rise Major Office Use1212 High-Rise Major Office Use1213 SkyscrapersCommercial and Services1200 Commercial and Services1220 Retail Stores and Commercial Services1221 Regional Shopping Center 1222 Retail Centers (Non-Strip With Contiguous Interconnected Off-Street Parking)1223 Retail Strip Development1230 Other Commercial1231 Commercial Storage1232 Commercial Recreation1233 Hotels and MotelsFacilities1240 Public Facilities1241 Government Offices1242 Police and Sheriff Stations1243 Fire Stations1244 Major Medical Health Care Facilities1245 Religious Facilities1246 Other Public Facilities1247 Public Parking Facilities1250 Special Use Facilities1251 Correctional Facilities1252 Special Care Facilities1253 Other Special Use FacilitiesEducation1260 Educational Institutions1261 Pre-Schools/Day Care Centers1262 Elementary Schools1263 Junior or Intermediate High Schools1264 Senior High Schools1265 Colleges and Universities1266 Trade Schools and Professional Training FacilitiesMilitary Installations1270 Military Installations1271 Base (Built-up Area)1272 Vacant Area1273 Air Field1274 Former Base (Built-up Area)1275 Former Base Vacant Area1276 Former Base Air FieldIndustrial1300 Industrial 1310 Light Industrial1311 Manufacturing, Assembly, and Industrial Services1312 Motion Picture and Television Studio Lots1313 Packing Houses and Grain Elevators1314 Research and Development1320 Heavy Industrial1321 Manufacturing1322 Petroleum Refining and Processing1323 Open Storage1324 Major Metal Processing1325 Chemical Processing1330 Extraction1331 Mineral Extraction - Other Than Oil and Gas1332 Mineral Extraction - Oil and Gas1340 Wholesaling and WarehousingTransportation, Communications, and Utilities1400 Transportation, Communications, and Utilities 1410 Transportation1411 Airports1412 Railroads1413 Freeways and Major Roads1414 Park-and-Ride Lots1415 Bus Terminals and Yards1416 Truck Terminals1417 Harbor Facilities1418 Navigation Aids1420 Communication Facilities1430 Utility Facilities1431 Electrical Power Facilities1432 Solid Waste Disposal Facilities1433 Liquid Waste Disposal Facilities1434 Water Storage Facilities1435 Natural Gas and Petroleum Facilities1436 Water Transfer Facilities 1437 Improved Flood Waterways and Structures1438 Mixed Utilities1440 Maintenance Yards1441 Bus Yards1442 Rail Yards1450 Mixed Transportation1460 Mixed Transportation and UtilityMixed Commercial and Industrial1500 Mixed Commercial and IndustrialMixed Residential and Commercial1600 Mixed Residential and Commercial1610 Residential-Oriented Residential/Commercial Mixed Use 1620 Commercial-Oriented Residential/Commercial Mixed UseOpen Space and Recreation1800 Open Space and Recreation1810 Golf Courses1820 Local Parks and Recreation1830 Regional Parks and Recreation1840 Cemeteries1850 Wildlife Preserves and Sanctuaries1860 Specimen Gardens and Arboreta1870 Beach Parks1880 Other Open Space and Recreation1890 Off-Street TrailsAgriculture2000 Agriculture2100 Cropland and Improved Pasture Land2110 Irrigated Cropland and Improved Pasture Land2120 Non-Irrigated Cropland and Improved Pasture Land2200 Orchards and Vineyards2300 Nurseries2400 Dairy, Intensive Livestock, and Associated Facilities2500 Poultry Operations2600 Other Agriculture2700 Horse RanchesVacant3000 Vacant3100 Vacant Undifferentiated3200 Abandoned Orchards and Vineyards3300 Vacant With Limited Improvements3400 Beaches (Vacant)1900 Urban VacantWater4000 Water4100 Water, Undifferentiated4200 Harbor Water Facilities4300 Marina Water Facilities4400 Water Within a Military Installation4500 Area of Inundation (High Water)Specific Plan7777 Specific PlanUnder Construction1700 Under ConstructionUndevelopable or Protected Land8888 Undevelopable or Protected LandUnknown9999 Unknown

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