Dataset SummaryPlease note: this data is live (updated nightly) to reflect the latest changes in the City's systems of record.About the Data:For a data dictionary / codebook, click here.This dataset is a polygon feature layer with the boundaries of all tax parcels owned by the City of Rochester. This includes all public parks, and municipal buildings, as well as vacant land and structures currently owned by the City. The data includes fields with features about each property including property type, date of sale, whether the property is expected to be sold, land value, dimensions, and more.To view a interactive map that features this layer, please visit:https://maps.cityofrochester.gov/portal/apps/webappviewer/index.html?id=eecba714701449c69054851c9ac57198About City Owned Properties:The City's real estate inventory is managed by the Division of Real Estate in the Department of Neighborhood and Business Development. Properties like municipal buildings and parks are expected to be in long term ownership of the City. Properties such as vacant land and vacant structures are ones the City is actively seeking to reposition for redevelopment to increase the City's tax base and economic activity. The City acquires many of these properties through the tax foreclosure auction process when no private entity bids the minimum bid. Some of these properties stay in the City's ownership for years, while others are quickly sold to development partners. For more information please visit the City's webpage for the Division of Real Estate: https://www.cityofrochester.gov/realestate/

Webmap of Allegheny municipalities and parcel data. Zoom for a clickable parcel map with owner name, property photograph, and link to the County Real Estate website for property sales information.

The DC Office of the Chief Financial Officer (OCFO), Office of Tax and Revenue (OTR), Real Property Tax Administration (RPTA) values all real property in the District of Columbia. This public interactive Real Property Assessment map application accompanies the OCFO MyTax DC and OTR websites. Use this mapping application to search for and view all real property, assessment valuation data, assessment neighborhood areas and sub-areas, detailed assessment information, and many real property valuation reports by various political and administrative areas. View by other administrative areas such as DC Wards, ANCs, DC Squares, and by specific real property characteristics such as property type and/or sale date. If you have questions, comments, or suggestions regarding the Real Property Assessment Map, contact the Real Property Assessment Division GIS Program at (202) 442-6484 or maps.title@dc.gov.

Asset management is key to successful mobile operations, and the use of Geographic Information Systems (GIS) can ensure that you can achieve this simply and efficiently.

Download Link: http://capitalregion.maps.arcgis.com/sharing/rest/content/items/16bac174f9324d8f9d1600da83f7c2b6/dataRaw data used to inform the CRB Sub-regional Housing Needs Assessments from the Statistics Canada National Household Survey 2011 (custom format from Statistics Canada), Edmonton Real Estate Board data, Canada Long Form Census from previous years, and CRB 2013 Population Projections.

Create your own initiative by combining existing applications with a custom site. Use this initiative to form teams around a problem and invite your community to participate.

Council-approved licenses to use the whole or part of the public right-of-way. The data excludes terminated licenses and most small cell network nodes.

Source: Statistics Canada, 2021 Census, Custom Tabulation, census profile data for user-specified sub areas. Accuracy: For more information about the Census, please visit Statistics Canada website:https://www12.statcan.gc.ca/census-recensement/2021/dp-pd/index-eng.cfmData Steward: Eva WalrondData Steward Email: Eva.walrond@ottawa.caDepartment or Agency: Planning, Real Estate and Economic DevelopmentBranch/Unit: Research & Forecasting

This feature layer contains Linn County, Iowa parcel geometry joined to County tax system information. Parcel geometry is maintained by the Real Estate Division within the Auditor's Office. Update FrequencyApproximately daily Additional ResourcesVisit Linn County, Iowa on the web. Visit Linn County, Iowa GIS on the web. This site is updated as needed to reflect maps, apps, and data of interest from various County departments. Contact InformationQuestions? Contact the GIS Division by phone at 319.892.5250 or by email.

The published representation of real property areas, combined with assessing and tax information from CAMA and Tax systems, and organized for consumption in desktop and web applications. This dataset contains redundant geometry in cases where there are multiple units or interests on a given tax parcel.The features and tabular information in this dataset are continually updated and may change frequently.

PurposeThis dataset has been published by the City Treasurer of the City of Virginia Beach and data.vbgov.com. The mission of data.vbgov.com is to provide timely and accurate City information to increase government transparency and access to useful and well organized data by the general public, non-governmental organizations, and City of Virginia Beach employees.Access constraintsThe data is publicly available and accessible.Use constraintsBy using data made available through this site, the user agrees to all the conditions stated in the following paragraphs, as well as the terms and conditions described in the “Terms of Use” on the “About this Site” page.The City of Virginia Beach makes no claims as to the completeness, accuracy, timeliness, or content of any data contained in this application; makes any representation of any kind, including, but not limited to, warranty of the accuracy or fitness for a particular use; nor are any such warranties to be implied or inferred with respect to the information or data furnished herein. The data is subject to change as modifications and updates are complete. It is understood that the information contained in the site is being used at one’s own risk. Applications using data supplied by this site must include the following disclaimers on their sites:“The data made available here has been modified for use from its original source, which is the City of Virginia Beach. Neither the City of Virginia Beach nor the Office of the Chief Information Officer (CIO) makes any claims as to the completeness, timeliness, accuracy or content of any data contained in this application; makes any representation of any kind, including, but not limited to, warranty of the accuracy or fitness for a particular use; nor are any such warranties to be implied or inferred with respect to the information or data furnished herein. The data is subject to change as modifications and updates are complete. It is understood that the information contained in the web feed is being used at one’s own risk.” As found in the “Terms of Use” on the “About this Site” page.Point of ContactCity Treasurer’s OfficeDonnah Perry, Deputy Treasurer for Real Estate757-385-8258vbre4you@vbgov.comCreditsCity of Virginia Beach Office of the Chief Information Officer (CIO), data.virginiabeach.com staffDistributionDistribution liability: By using data made available through this site, the user agrees to all the conditions started in the following paragraphs, as well as, the terms and conditions described in the “Terms of Use” on the “About this Site” page.The City of Virginia Beach makes no claims as to the completeness, accuracy, timeliness, or content of any data contained in this application; makes any representation of any kind, including, but not limited to, warranty of the accuracy or fitness for a particular use; nor are any such warranties to be implied or inferred with respect to the information or data furnished herein. The data is subject to change as modifications and updates are complete. It is understood that the information contained in the site is being used at one’s own risk. Applications using data supplied by this site must include the following disclaimers on their sites:“The data made available here has been modified for use from its original source, which is the City of Virginia Beach. Neither the City of Virginia Beach nor the Office of the Chief Information Officer (CIO) makes any claims as to the completeness, timeliness, accuracy or content of any data contained in this application; makes any representation of any kind, including, but not limited to, warranty of the accuracy or fitness for a particular use; nor are any such warranties to be implied or inferred with respect to the information or data furnished herein. The data is subject to change as modifications and updates are complete. It is understood that the information contained in the web feed is being used at one’s own risk.” As found in the “Terms of Use” on the “About this Site” page.Distributed bydata.vbgov.com2405 Courthouse Dr.Virginia Beach, VA 23456Entity

Download .zipThis analysis shows limitations for the application of sewage sludge to agricultural land. The criteria used in this analysis were based on Extension Service Bulletin 598. The following information was combined and is ranked in order of increasing severity or increasing difficulty of compensating for the limitation. 1) Less critical water related factors-controllable by varying the application time- flooding, depth to bedrock, permeability, texture. 2) Depth to seasonal high water table 3) Drainage 4) Proximity to surface water bodies 5) Slope 6) Land Use 7) pH (Soil Reaction) pH was treated separately in the analysis. Due to the large area with severe pH problems, it was treated as an overlay on the other factors. For all other factors, an area with a severe or moderate rating may have one or more less severe or moderate ratings associated with it. A detailed explanation of this type of analysis and the sludge application criteria can be found in the publication "Land Capability Analysis in Delaware County," available upon request.

This analysis is not meant to substitute for a detailed on-site investigation

Some or all of the coverages used in this analysis were digitized utilizing a run length encoding technique sampling along horizontal lines which represent the midline of cells with a height which could vary 165 - 250 ft. depending on the particular map digitized. The measurement increment along these horizontal lines was one decafoot ( 10 feet). These files have been converted to ARC/ INFO format.

The user should bear in mind that this coverage is only to an approximation of the original data.

Original coverage data was converted from the .e00 file to a more standard ESRI shapefile(s) in November 2014.Contact Information:GIS Support, ODNR GIS ServicesOhio Department of Natural ResourcesReal Estate & Land ManagementReal Estate and Lands Management2045 Morse Rd, Bldg I-2Columbus, OH, 43229Telephone: 614-265-6462Email: gis.support@dnr.ohio.gov

Parcel data from Fulton County for the most recent tax year. This layer can be used in software programs and apps so only the data layer needs to be updated instead of each individual program or app. Fulton Update Date attribute is the Last Updated Date from the Fulton County GIS Open Data site. From Fulton:This dataset represents the boundary of each parcel of land in Fulton County recorded for the purpose of aiding in the appraisal of real property and the determination of property tax. A parcel dataset is created each year in association with that year's tax digest. The parcel dataset for any given year is not considered final until the completion of the digest, which generally occurs around mid-year. Until the completion of the digest, the parcel dataset is considered to be a work in progress. Any necessary corrections and omissions may continue to be made even after the completion of the digest. The parcel dataset in its published form incorporates information from the CAMA (computer-aided mass appraisal) database. The CAMA information included with the published dataset is selected based on its value to the typical consumer of the data and includes the parcel identification number, the property address, property owner, owner's mailing address, tax district, assessed and appraised value for land and improvements, the number of livable units, acreage, property class and land use class.

Develop Louisville Focuses on the full range of land development activities, including planning and design, vacant property initiatives, advanced planning, housing & community development programs, permits and licensing, land acquisition, public art and clean and green sustainable development partnerships.Data Dictionary:“LBA” is the abbreviation for the Louisville and Jefferson County LBA Authority, Inc."Parcel ID" is an identification code assigned to a piece of real estate by the Jefferson County Property Valuation Administration. The Parcel ID is used for record keeping and tax purposes.“IMPROV” stands for whether or not the real estate parcel had an “improvement” (i.e., a structure) situated on it at the time it was sold. “1” indicates that a structure existed when the parcel was sold and “0” indicates that the parcel was an empty, piece of land.“APPLICANT” is the individual(s) or active business entity that submitted an Application to Purchase the real estate parcel and whose application was presented to and approved by the LBA’s Board of Directors. The Board of Directors must approve each application before a transfer deed is officially recorded with the Office of the County Clerk of Jefferson County, Kentucky.“SALE DATE” is the date that the Applicant signed the transfer deed for the respective real estate parcel.“SALE AMOUNT” is the amount that the Applicant paid to purchase the respective real estate parcel.“SALE PROGRAM” is the LBA’s disposition program that the Applicant participated in to acquire the real estate parcel.The Office of Community Development defines each “Sale Program” as follows:Budget Rate (“Budget Rate Policy for New Construction Projects”) – Applicant submitted a proposed construction project for the empty, piece of land.Cut It Keep It - Applicant requested to maintain the empty piece of land situated on the same block as a real estate parcel owned by the Applicant. Applicant must retain ownership of the lot for three (3) years before the Applicant can sell it.Demo for Deed (“Last Look – Demo for Deed”) – Applicant requested to demolish the structure situated on the real estate parcel and retain the land for a future use.Flex Rate (“Flex Rate Policy for New Construction Projects”) – Applicant submitted a proposed construction project for the empty, piece of land but did not have proof of funding or a timeline as to when the project would be completed.Metro Redevelopment – The real estate parcel was part of a redevelopment project being considered by Metro Government.Minimum Pricing Policy – The pricing policy that was approved by the LBA’s Board of Directors and in effect as of the real estate parcel’s sale date.RFP (“Request for Proposals”) - Applicant requested to rehabilitate the structure in order to place it back into productive use within the neighborhood.Save the Structure (“Last Look – Save the Structure”) - Applicant requested to rehabilitate the structure in order to place it back into productive use within the neighborhood.Side Yard – The Applicant requested to acquire the LBA’s adjoining piece of land to make the Applicant’s occupied, real estate parcel larger and more valuable.SOI (“Solicitation of Interest”) – The LBA assembled two (2) or more real estate parcels and the Applicant submitted a redevelopment project for the subject parcels.For more information about each of the current disposition programs that the LBA offers, please refer to the following website pages:https://louisvilleky.gov/government/community-development/vacant-lot-sales-programshttps://louisvilleky.gov/government/community-development/vacant-structures-saleContact:Connie Suttonconnie.sutton@louisvilleky.gov

This geospatial dataset depicts ownership patterns of forest land across Michigan, circa 2019. The data sources are listed below. The first seven sources of data supersede the final data source. The final data source is modeled from Forest Inventory and Analysis points from 2012-2017 and the most up-to-date publicly available boundaries of federal, state, and tribal lands.1.MI_State_Boundary_Census_Gov_2019.shp (State of MI boundary) clipped from cb_2019_us_state_500k from https://www.census.gov/geographies/mapping-files/time-series/geo/cartographic-boundary.html2.NPS_Land_Resources_Division_MI.shp clipped from NPS_-_Land_Resources_Division_Boundary_and_Tract_Data_Service-shp taken from https://public-nps.opendata.arcgis.com/datasets/nps-land-resources-division-boundary-and-tract-data-service/data?layer=1Published December 12, 2019This service depicts National Park Service tract and boundary data that was created by the Land Resources Division. NPS Director's Order #25 states: "Land status maps will be prepared to identify the ownership of the lands within the authorized boundaries of the park unit. These maps, showing ownership and acreage, are the 'official record' of the acreage of Federal and non-federal lands within the park boundaries. While these maps are the official record of the lands and acreage within the unit's authorized boundaries, they are not of survey quality and not intended to be used for survey purposes." As such this data is intended for use as a tool for GIS analysis. It is in no way intended for engineering or legal purposes. The data accuracy is checked against best available sources which may be dated and vary by location. NPS assumes no liability for use of this data. The boundary polygons represent the current legislated boundary of a given NPS unit. NPS does not necessarily have full fee ownership or hold another interest (easement, right of way, etc...) in all parcels contained within this boundary. Equivalently NPS may own or have an interest in parcels outside the legislated boundary of a given unit. In order to obtain complete information about current NPS interests both inside and outside a unit’s legislated boundary tract level polygons are also created by NPS Land Resources Division and should be used in conjunction with this boundary data. To download this data directly from the NPS go to https://irma.nps.gov/App/Portal/Home Property ownership data is compiled from deeds, plats, surveys, and other source data. These are not engineering quality drawings and should be used for administrative purposes only. The National Park Service (NPS) shall not be held liable for improper or incorrect use of the data described and/or contained herein. These data and related graphics are not legal documents and are not intended to be used as such. The information contained in these data is dynamic and may change over time. The data are not better than the original sources from which they were derived. It is the responsibility of the data user to use the data appropriately and consistent within the limitations of geospatial data in general and these data in particular. The related graphics are intended to aid the data user in acquiring relevant data; it is not appropriate to use the related graphics as data. The National Park Service gives no warranty, expressed or implied, as to the accuracy, reliability, or completeness of these data. It is strongly recommended that these data are directly acquired from an NPS server and not indirectly through other sources which may have changed the data in some way. Although these data have been processed successfully on a computer system at the National Park Service, no warranty expressed or implied is made regarding the utility of the data on another system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty. This disclaimer applies both to individual use of the data and aggregate use with other data. Terms of UseProperty ownership data is compiled from deeds, plats, surveys, and other source data. These are not engineering quality drawings and should be used for administrative purposes only. The National Park Service shall not be held liable for improper or incorrect use of the data described and/or contained herein. These data and related graphics are not legal documents and are not intended to be used as such. The information contained in these data is dynamic and may change over time. The data are not better than the original sources from which they were derived. It is the responsibility of the data user to use the data appropriately and consistent within the limitations of geospatial data in general and these data in particular. The related graphics are intended to aid the data user in acquiring relevant data; it is not appropriate to use the related graphics as data. The National Park Service gives no warranty, expressed or implied, as to the accuracy, reliability, or completeness of these data. It is strongly recommended that these data are directly acquired from an NPS server and not indirectly through other sources which may have changed the data in some way. Although these data have been processed successfully on a computer system at the National Park Service, no warranty expressed or implied is made regarding the utility of the data on another system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty. This disclaimer applies both to individual use of the data and aggregate use with other data.3.Isle Royale.shp only Isle Royale clipped from MI_State_Boundary_Census_Gov_2019.shp4.FWSInterest_MI.shp (U.S. Fish and Wildlife Service) clipped from FWSInterest from FWSInterest_Apr2020.zipfrom https://www.fws.gov/gis/data/CadastralDB/index_cadastral.html (being moved on 6/26/2020)Use inttype1 = OThis data layer depicts lands and waters administered by the U.S. Fish and Wildlife Service (USFWS) in North America, U.S. Trust Territories and Possessions. It may also include inholdings that are not administered by USFWS. The primary source for this information is the USFWS Realty program.5.surfaceownership_MI.shp (U.S. National Forest Service) clipped from S_USA.SurfaceOwnership.gdb and downloaded fromhttps://data.fs.usda.gov/geodata/edw/datasets.phphttps://data.fs.usda.gov/geodata/edw/datasets.php?xmlKeyword=surfaceownershiprefreshed May 26, 2020Used NFSLandU_4 field and surfaceO_3 and surfaceO_3 to identify NFS parcelsAn area depicting ownership parcels of the surface estate. Each surface ownership parcel is tied to a particular legal transaction. The same individual or organization may currently own many parcels that may or may not have been acquired through the same legal transaction. Therefore, they are captured as separate entities rather than merged together. This is in contrast to Basic Ownership, in which the surface ownership parcels having the same owner are merged together. Basic Ownership provides the general user with the Forest Service versus non-Forest Service view of land ownership within National Forest boundaries. Surface Ownership provides the land status user with a current snapshot of ownership within National Forest boundaries.6.MichiganDNR_02062020.shp (State of Michigan) from the State of MI delivered @ email on 5/14/2020Has State forests, State Wildlife areas, and State parks.7.The previous public ownership layers supersede this Sass et al. (2020) layer.In Sass et al. (2020), the nonforest areas are masked out.Identification_Information:Citation:Citation_Information:Originator: Sass, Emma M.Originator: Butler, Brett J.Originator: Markowski-Lindsay, Marla Publication_Date: 2020Title:Estimated distribution of forest ownership across the conterminous United States – geospatial datasetGeospatial_Data_Presentation_Form: raster digital dataPublication_Information:Publication_Place: Fort Collins, COPublisher: Forest Service Research Data ArchiveEight values of ownership type:1 = Family (Private): Owned by families, individuals, trusts, estates, family partnerships, and other unincorporated groups of individuals that own forest land. FIACode 45.2 = Corporate (Private): Owned by corporations. FIA Code 41.3 = TIMO/REIT (Private): Owned by Timber Investment Management Organizations or Real Estate Investment Trusts. Included in FIA Code 414 = Other Private (Private): Owned by conservation and natural resource organizations, unincorporated partnerships and associations. FIA Codes 42-43.5 = Federal (Public): Owned by the federal government. FIA Codes 11-13, 21-25.6 = State (Public): Owned by a state government. FIA Code 31.7 = Local (Public): Owned by a local government. FIA Code 32.8 = Tribal: Owned by Native American tribes. FIA Code 44.8.FIA inventory units developed by FIA, 2020

Exemption From DC Real Property Tax is for use by nonprofit organizations who wish to apply for exemption from the District of Columbia real property tax, must own the real property for which the request is made, and qualify under DC Official Code § 47-1002. The applicant must specify the subsection of § 47-1002, detailing the major categories of exempt property, pursuant to which the exemption is sought. Current and proposed use of the property must be indicated, and a physical inspection of the property by this office is required. If any part of the property is leased, the tenant must supply the same types of documents that the owner must furnish with this application. Applications for exemption for property owned by foreign governments must be made through the US Department of State, Office of Foreign Missions. The exemption, if approved, will commence the first full month following the date the application is approved, provided the requirements for exemption are met. The tax type values for properties are: DC, E0-E9 and US.

Midpeninsula Regional Open Space District (Midpen) real property interests and land holdings. Midpen Land is a detailed dataset that can be used to understand Midpen's land preservation history dating back to 1974, the year of Midpen's first land acquisition. The Midpen Land dataset is a thorough depiction of all land transactions and should be used to derive protected acreage metrics in apps and dashboards. Polygon features represent individual land transactions that may consist of one or multiple county assessor parcel numbers (APNs). The dataset is time-aware based on the close of escrow date field.Take a look at the Greenbelt web application to visualize the growth of Midpen over the last five decades.We recommend most users to reference the Preserve Boundary and Preserve Access datasets for general cartography and app design.Property interest types included in this view:CC&R (conditions, covenants, and restrictions)Contribution but No Interest (e.g. GGNRA's Phleger Estate)Easement on Private LandEasement on Public LandFeeLease & Management Agreement (active)Lease & Management Agreement (expired)Long-term LicenseTerm Interest (aka fee determinable interest)Property interests excluded from this view:Rights of Purchase (i.e. right of first offer, right of first refusal)Interest Held by Other (permanent)Interest Held by Other (temporary)

The 2005 land use boundary data layer is an integral part of the planning data in the Lexington-Fayette-Urban County Government Geographic Information System. This information is used by the Division of Planning in case review, enforcement, and long range planning. GIS data layers are accessed by personnel in most LFUCG divisions for basic applications such as viewing, querying, and map output production.This dataset is designed to represent the existing land use during 2005 within Lexington-Fayette County. The land use in the county is surveyed by the Lexington-Fayette Urban County Government Division of Planning as an initial step in reviewing the comprehensive plan. The dataset is created by dissolving parcels with same land use and utilization of street centerlines as edges.The data is in ESRI feature class format, but can be exported to any number of supported formats, including shapefile and dxf. The native projection for the data is Kentucky State Plane North (NAD83), but may have been reprojected for use in other applications. Please check metadata to determine current projection.Code Values Provided by the LFUCG Division of Planning• DUP: Duplex housing - Two dwelling units sharing a common wall on one lot • TH: Townhomes - Attached dwelling units sharing a common wall, but not a floor to ceiling, with one dwelling unit per lot. Duplexes on separate lots are townhomes. • MFH: Multi-family housing - Three or more attached dwelling units on one lot. Trailor Parks • COM: Commercial: Retail/Restaurant/Personal Services - Commercial: Retail (food, non-food, including gas and alcohol), Restaurants, Entertainment, Applebees Park, Red Mile, Rupp Arena, Personal Services such as Hair and Nail Salons, Tax Preparation, Dry Cleaners, and Athletic Clubs. • OFF: Professional Office - All types of offices including Medical, Engineering/Architectural, Law, Consulting, Real Estate, and Research and Development. • GRQ: Lodging/Group Quarters - Dormitories, Hotels/Motels, Fraternities and Sororities, Nursing Homes/Assisted Living Facilities. • AG: Agricultural - Livestock, Crops, or Woodlands • CON: Construction - Contractor Yards, Concrete Mixing, Building Supplies, Lumber Yards • LI: Light Industry/Manufacturing/Warehouse - All industrial uses that are non-HI and non Construction. Outdoor storage • HI: Heavy Industry - Quarry, Chemical Processing, Stockyards, Gas Tank Farms, junk yards,towing• WHS: Warehousing - Warehouses & storage facilities • TR: Transportation - Airport, Bus Depots/Transit Center, Truck Freight Terminals, Distribution Facilities, Rail yards. • GS: Green Space - Undevelopable areas • P/SP: Public/Semi-public Use - Universities, Colleges, Cemeteries, Libraries, Corrections, Institutions, Museums, Cultural Facilities, Social Services, Fire Stations, Civic Clubs, Government Offices, Public work facilities, Utilities • HLC: Healthcare - Hospitals, Outpatient Surgery Centers, and Office Parks for medical, dental, and pharmaceutical uses exclusively. • REC: Recreation - Parks (private/public), Golf Courses (private/public), Skating Rinks, Neighborhood Recreation Centers, and Multipurpose Indoor Recreation (like the Stadium), Community Centers, Senior Centers • SCH: Schools - Verify coverage on maps. • REL: Places of Worship - Churches, Synagogues, Mosques. Verify coverage on maps. • PL: Parking Lot - Parking as a Principle Use • VAC: Vacant Lot - Non-greenway, Non-park, no structures • UUT: Underutilized Candidates - Vacant Buildings, Dilapidated Buildings.

Publication Year: 23 AUG 2011 (last updated)Associated Layers:Annotation:Shared boundaries: voting precinctsAssociated Applications:GIS Website: Supermap, Real Estate GIS AGSMashup website:Pictometry:New Real Estate GISOriginal Source(optional):Responsible Dept: Registrars Office

Accuracy: UnavailableUpdate Frequency: As required Contact: Geospatial Analytics, Technology and Solutions (GATS) | Planning, Real Estate & Economic Development (PRED)