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This series explores how knowledge graphs in ArcGIS enable users to connect financial data, location intelligence, and intricate supplier network relationships. Discover how this approach can reveal hidden risks, dependencies, or vulnerabilities; as well as opportunities to mitigate potential disruptions.Explore this Story Map to discover how ArcGIS Knowledge can enhance your supply chain resilience.

Credit report of Esri Inc. contains unique and detailed export import market intelligence with it's phone, email, Linkedin and details of each import and export shipment like product, quantity, price, buyer, supplier names, country and date of shipment.

Credit report of Esri Environmental Systems contains unique and detailed export import market intelligence with it's phone, email, Linkedin and details of each import and export shipment like product, quantity, price, buyer, supplier names, country and date of shipment.

This layer contains the point information in the Retail Bait Shop Locator. It includes the location, address, and contact information of every Retail Bait Dealer license that was legally authorized to sell live minnows, wigglers, and crayfish in the previous license year.Disclaimer: Not all businesses listed in the "Retail Bait Shop Locator" may be open to the public year round. They also may not have the desired minnows, wigglers or crayfish that a particular angler is looking for. It is recommended that persons looking for a bait shop using the "Bait Shop Locator" contact the location before making a trip, to make sure the shop is open and has bait available.

The global 3D mapping and modeling market is expected to grow significantly in the next few years as demand increases for detailed and accurate representations of physical environments in three-dimensional space. Estimated to be valued at USD 38.62 billion in the year 2025, the market was expected to grow at a CAGR of 14.5% from 2025 to 2033 and was estimated to reach an amount of USD 90.26 billion by the end of 2033. The high growth rate is because of improvement in advanced technologies with the development of high-resolution sensors and methods of photogrammetry that make possible higher-resolution realistic and immersive 3D models.Key trends in the market are the adoption of virtual and augmented reality (VR/AR) applications, 3D mapping with smart city infrastructure, and increased architecture, engineering, and construction utilization of 3D models. Other factors are driving the growing adoption of cloud-based 3D mapping and modeling solutions. The solutions promise scalability, cost-effectiveness, and easy access to 3D data, thus appealing to business and organizations of all sizes. Recent developments include: Jun 2023: Nomoko (Switzerland), a leading provider of real-world 3D data technology, announced that it has joined the Overture Maps Foundation, a non-profit organization committed to fostering collaboration and innovation in the geospatial domain. Nomoko will collaborate with Meta, Amazon Web Services (AWS), TomTom, and Microsoft, to create interoperable, accessible 3D datasets, leveraging its real-world 3D modeling capabilities., May 2023: The Sanborn Map Company (Sanborn), an authority in 3D models, announced the development of a powerful new tool, the Digital Twin Base Map. This innovative technology sets a new standard for urban analysis, implementation of Digital Cities, navigation, and planning with a fundamental transformation from a 2D map to a 3D environment. The Digital Twin Base Map is a high-resolution 3D map providing unprecedented detail and accuracy., Feb 2023: Bluesky Geospatial launched the MetroVista, a 3D aerial mapping program in the USA. The service employs a hybrid imaging-Lidar airborne sensor to capture highly detailed 3D data, including 360-degree views of buildings and street-level features, in urban areas to create digital twins, visualizations, and simulations., Feb 2023: Esri, a leading global provider of geographic information system (GIS), location intelligence, and mapping solutions, released new ArcGIS Reality Software to capture the world in 3D. ArcGIS Reality enables site, city, and country-wide 3D mapping for digital twins. These 3D models and high-resolution maps allow organizations to analyze and interact with a digital world, accurately showing their locations and situations., Jan 2023: Strava, a subscription-based fitness platform, announced the acquisition of FATMAP, a 3D mapping platform, to integrate into its app. The acquisition adds FATMAP's mountain-focused maps to Strava's platform, combining with the data already within Strava's products, including city and suburban areas for runners and other fitness enthusiasts., Jan 2023: The 3D mapping platform FATMAP is acquired by Strava. FATMAP applies the concept of 3D visualization specifically for people who like mountain sports like skiing and hiking., Jan 2022: GeoScience Limited (the UK) announced receiving funding from Deep Digital Cornwall (DDC) to develop a new digital heat flow map. The DDC project has received grant funding from the European Regional Development Fund. This study aims to model the heat flow in the region's shallower geothermal resources to promote its utilization in low-carbon heating. GeoScience Ltd wants to create a more robust 3D model of the Cornwall subsurface temperature through additional boreholes and more sophisticated modeling techniques., Aug 2022: In order to create and explore the system's possibilities, CGTrader worked with the online retailer of dietary supplements Hello100. The system has the ability to scale up the generation of more models, and it has enhanced and improved Hello100's appearance on Amazon Marketplace.. Key drivers for this market are: The demand for 3D maps and models is growing rapidly across various industries, including architecture, engineering, and construction (AEC), manufacturing, transportation, and healthcare. Advances in hardware, software, and data acquisition techniques are making it possible to create more accurate, detailed, and realistic 3D maps and models. Digital twins, which are virtual representations of real-world assets or systems, are driving the demand for 3D mapping and modeling technologies for the creation of accurate and up-to-date digital representations.

. Potential restraints include: The acquisition and processing of 3D data can be expensive, especially for large-scale projects. There is a lack of standardization in the 3D mapping modeling industry, which can make it difficult to share and exchange data between different software and systems. There is a shortage of skilled professionals who are able to create and use 3D maps and models effectively.. Notable trends are: 3D mapping and modeling technologies are becoming essential for a wide range of applications, including urban planning, architecture, construction, environmental management, and gaming. Advancements in hardware, software, and data acquisition techniques are enabling the creation of more accurate, detailed, and realistic 3D maps and models. Digital twins, which are virtual representations of real-world assets or systems, are driving the demand for 3D mapping and modeling technologies for the creation of accurate and up-to-date digital representations..

Last updatedJune 2025ProjectionNew Zealand Transverse Mercator 2000 (NZTM2000).This vector tile layer provides a detailed reference layer for New Zealand in the NZ Transverse Mercator projection. The style is based on the Esri World Hybrid Imagery style. This vector tile layer provides unique capabilities for customization and high-resolution display. This item is designed to be used as a reference layer with the New Zealand Imagery basemap. You can find the already combined NZ Imagery Hybrid Webmap here. This map includes highways, major roads, minor roads, railways, water features, cities, parks, landmarks, and administrative boundaries for added context.Data sourcesLand Information New ZealandPlace Names, Water-bodies, Protected Areas, Airports, Railways & Islands.Statistics New ZealandAdministrative Boundaries© OpenStreetMap ContributorsRoad Centrelines, Landuse Types, Areas of Interest and Points of Interest.Natural EarthMarine LabelsThis map is offered by Eagle Technology (Official Esri Distributor). Eagle Technology offers layers and maps that can be used in the ArcGIS platform. The Content team at Eagle Technology updates the layers on a regular basis and regularly adds new content to the Living Atlas. By using this content and combining it with other data you can create new information products quickly and easily.If you have any questions or remarks about the content, please let us now at livingatlas@eagle.co.nzCustomize this MapBecause this map is delivered as a vector tile layer, users can customize the map to change its content and symbology, including fonts. Users are able to turn on and off layers and change symbols for layers.An easy way to change the style of this map is to use the Vector Basemap Style Editor:https://developers.arcgis.com/vector-tile-style-editor/

Important Note: This item is in mature support as of June 2022 and will be retired in December 2025.This shows the market opportunity for retail in the U.S. in 2017 (in 2021 geography) in a multiscale map (by country, state, county, ZIP Code, tract, and block group). The map uses the Leakage/Surplus Factor, an indexed value that represents opportunity (leakage), saturation (surplus), or balance within a market. This map focuses on the opportunity for total retail, including food and drinks.The pop-up is configured to include the following information for each geography level:Count of retail businesses Total annual retail sales (supply)Total annual retail sales potential (demand)Retail Market Opportunity expressed as an indexTotal annual supply and demand for various retail industriesAutomobile Dealers - NAICS 4411Grocery Stores - NAICS 4451Clothing/Accessories Stores - NAICS 448Food Services & Drinking Places - NAICS 722Permitted use of this data is covered in the DATA section of the Esri Master Agreement (E204CW) and these supplemental terms.

See the NZ Elevation Layer for more information on the NZ Elevation layerThe NZ Elevation - Metadata layer provides information about the data used for the NZ Elevation layer. You can identify what areas use 1m or 2m DEM's derived from LiDAR and what areas use the 8m DEM provided by LINZ. You can also find information, whenever available, about capture dates, point cloud density and links to the layer's in the LINZ Data Service.The NZ Elevation layer is an elevation surface for use in 3D applications in the NZTM projection. By adding this layer to a Scene in ArcGIS Pro or in the Scene Viewer it will be define the base height in your application.NZTM Basemaps can be used on top of this service, providing it shares the same tiling scheme. When combining it with the NZ Basemaps provided by Eagle Technolgy, make sure to use the raster basemaps with the updated tiling scheme or one of the vector basemaps. All the compatible basemaps can be found in this group. When creating your own basemap or tiled layer make sure to use the tiling scheme provided here.The elevation service is made up of the available publicly-owned 1m and 2m dems. For areas where 1m/2m elevation data is not available the 8m dem provided by LINZ is being used. Outside of the coverage of the 8m dem, a 0m dem is used for visual purposes.This service is offered by Eagle Technology (Official Esri Distributor). Eagle Technology offers layers and maps that can be used in the ArcGIS platform. The Content team at Eagle Technology updates the layers on a regular basis and regularly adds new content to the Living Atlas. By using this content and combining it with other data you can create new information products quickly and easily.If you have any questions or remarks about the content, please let us now at livingatlas@eagle.co.nz

Data Driven Detroit created the data by selecting locations from NETS and ESRI business data with proper NAICS codes, then adding and deleting though local knowledge and confirmation with Google Streetview. These locations are Grocery stores which primarily sell food and don't include convenience stores. Visual confirmation cues included the existence of the word "grocery" in the name, or the presence of shopping carts.

Last updatedJune 2025ProjectionNew Zealand Transverse Mercator 2000 (NZTM2000).This vector tile layer provides a detailed basemap for New Zealand in the NZ Transverse Mercator projection. The style is based on the classic Esri Dark Gray Canvas style. This vector tile layer provides unique capabilities for customization and high-resolution display.This map includes highways, major roads, minor roads, railways, water features, cities, parks, landmarks, building footprints, and administrative boundaries for added context.Data sourcesLand Information New ZealandBuildings, Parcels, Place Names, Water-bodies, Vegetation, Protected Areas, Airports, Railways & Islands.Statistics New ZealandAdministrative Boundaries & Urban AreasNational Institute of Water & Atmospheric Research (NIWA)River Environment Classification© OpenStreetMap ContributorsRoad Centrelines, Buildings, Landuse Types, Areas of Interest and Points of Interest.Natural EarthBathymetry & Marine LabelsThis map is offered by Eagle Technology (Official Esri Distributor). Eagle Technology offers layers and maps that can be used in the ArcGIS platform. The Content team at Eagle Technology updates the layers on a regular basis and regularly adds new content to the Living Atlas. By using this content and combining it with other data you can create new information products quickly and easily.If you have any questions or remarks about the content, please let us now at livingatlas@eagle.co.nzCustomize this MapBecause this map is delivered as a vector tile layer, users can customize the map to change its content and symbology, including fonts. Users are able to turn on and off layers and change symbols for layers.An easy way to change the style of this map is to use the Vector Basemap Style Editor:https://developers.arcgis.com/vector-tile-style-editor/

Topicality: 01-01-2025Projection: New Zealand Transverse Mercator (NZTM)This layer contains the archive of statistical area 3 (SA3) boundaries maintained by Stats NZ and as defined by Stats NZ. Statistical area 3 (SA3) is a new output geography, introduced in 2023 that allows aggregations of population data between the SA2 and territorial authority geography.The SA3 geography aims to meet three purposes:approximate suburbs in major, large, and medium urban areas,in predominantly rural areas, provide geographical areas that are larger in area and population size than SA2s but smaller than territorial authorities,minimise data suppression.This layer get updated yearly with the latest boundary data. You can use this layer when you need any year of boundary data in your map. By setting a filter on the dataset year you can filter on specific year of the dataset.For information about the fields in this dataset go to the Data tab.The layer is further generalised by Eagle Technology for improved performance on the web, therefore it doesn't fully represent the official boundaries.If you only need the latest boundary data in your map you can use the current version of this dataset. All the current versions of Stats NZ Boundary layers can be found here.The official dataset can be found on https://datafinder.stats.govt.nz.This layer is offered by Eagle Technology (Official Esri Distributor). Eagle Technology offers services that can be used in the ArcGIS platform. The Content team at Eagle Technology updates the layers on a regular basis and regularly adds new content to the Living Atlas. By using this content and combining it with other data you can create new information products quickly and easily.If you have any questions or comments about the content, please let us now at livingatlas@eagle.co.nz.

Last updatedJune 2025ProjectionNew Zealand Transverse Mercator 2000 (NZTM2000).This vector tile layer provides a detailed basemap for New Zealand in the NZ Transverse Mercator projection. The style is based on the classic Esri World Navigation style. This vector tile layer provides unique capabilities for customization and high-resolution display.This map includes highways, major roads, minor roads, railways, water features, cities, parks, landmarks, building footprints, and administrative boundaries for added context.Data sourcesLand Information New ZealandBuildings, Parcels, Place Names, Water-bodies, Vegetation, Protected Areas, Airports, Railways & Islands.Statistics New ZealandAdministrative Boundaries & Urban AreasNational Institute of Water & Atmospheric Research (NIWA)River Environment Classification© OpenStreetMap ContributorsRoad Centrelines, Buildings, Landuse Types, Areas of Interest and Points of Interest.Natural EarthBathymetry & Marine LabelsThis map is offered by Eagle Technology (Official Esri Distributor). Eagle Technology offers layers and maps that can be used in the ArcGIS platform. The Content team at Eagle Technology updates the layers on a regular basis and regularly adds new content to the Living Atlas. By using this content and combining it with other data you can create new information products quickly and easily.If you have any questions or remarks about the content, please let us now at livingatlas@eagle.co.nzCustomize this MapBecause this map is delivered as a vector tile layer, users can customize the map to change its content and symbology, including fonts. Users are able to turn on and off layers and change symbols for layers.An easy way to change the style of this map is to use the Vector Basemap Style Editor:https://developers.arcgis.com/vector-tile-style-editor/

Summary Rail Crossings is a spatial file maintained by the Federal Railroad Administration (FRA) for use by States and railroads. Description FRA Grade Crossings is a spatial file that originates from the National Highway-Rail Crossing, Inventory Program. The program is to provide information to Federal, State, and local governments, as well as the railroad industry for the improvements of safety at highway-rail crossing. Credits Federal Railroad Administration (FRA) Use limitations There are no access and use limitations for this item. Extent West -79.491008 East -75.178954 North 39.733500 South 38.051719 Scale Range Maximum (zoomed in) 1:5,000 Minimum (zoomed out) 1:150,000,000 ArcGIS Metadata ▼►Topics and Keywords ▼►Themes or categories of the resource  transportation * Content type  Downloadable Data Export to FGDC CSDGM XML format as Resource Description No Temporal keywords  2013 Theme keywords  Rail Theme keywords  Grade Crossing Theme keywords  Rail Crossings Citation ▼►Title rr_crossings Creation date 2013-03-15 00:00:00 Presentation formats  * digital map Citation Contacts ▼►Responsible party  Individual's name Raquel Hunt Organization's name Federal Railroad Administration (FRA) Contact's position GIS Program Manager Contact's role  custodian Responsible party  Organization's name Research and Innovative Technology Administration/Bureau of Transportation Statistics Individual's name National Transportation Atlas Database (NTAD) 2013 Contact's position Geospatial Information Systems Contact's role  distributor Contact information  ▼►Phone  Voice 202-366-DATA Address  Type  Delivery point 1200 New Jersey Ave. SE City Washington Administrative area DC Postal code 20590 e-mail address answers@BTS.gov Resource Details ▼►Dataset languages  * English (UNITED STATES) Dataset character set  utf8 - 8 bit UCS Transfer Format Spatial representation type  * vector * Processing environment Microsoft Windows 7 Version 6.1 (Build 7600) ; Esri ArcGIS 10.2.0.3348 Credits Federal Railroad Administration (FRA) ArcGIS item properties  * Name USDOT_RRCROSSINGS_MD * Size 0.047 Location withheld * Access protocol Local Area Network Extents ▼►Extent  Geographic extent  Bounding rectangle  Extent type  Extent used for searching * West longitude -79.491008 * East longitude -75.178954 * North latitude 39.733500 * South latitude 38.051719 * Extent contains the resource Yes Extent in the item's coordinate system  * West longitude 611522.170675 * East longitude 1824600.445629 * South latitude 149575.449134 * North latitude 752756.624659 * Extent contains the resource Yes Resource Points of Contact ▼►Point of contact  Individual's name Raquel Hunt Organization's name Federal Railroad Administration (FRA) Contact's position GIS Program Manager Contact's role  custodian Resource Maintenance ▼►Resource maintenance  Update frequency  annually Resource Constraints ▼►Constraints  Limitations of use There are no access and use limitations for this item. Spatial Reference ▼►ArcGIS coordinate system  * Type Projected * Geographic coordinate reference GCS_North_American_1983_HARN * Projection NAD_1983_HARN_StatePlane_Maryland_FIPS_1900_Feet * Coordinate reference details  Projected coordinate system  Well-known identifier 2893 X origin -120561100 Y origin -95444400 XY scale 36953082.294548117 Z origin -100000 Z scale 10000 M origin -100000 M scale 10000 XY tolerance 0.0032808333333333331 Z tolerance 0.001 M tolerance 0.001 High precision true Latest well-known identifier 2893 Well-known text PROJCS["NAD_1983_HARN_StatePlane_Maryland_FIPS_1900_Feet",GEOGCS["GCS_North_American_1983_HARN",DATUM["D_North_American_1983_HARN",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree"

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The United States geospatial analytics market is experiencing robust growth, projected to reach a significant size within the forecast period (2025-2033). The market's Compound Annual Growth Rate (CAGR) of 10.04% from 2019-2033 indicates a consistently expanding demand for geospatial data analysis across diverse sectors. Key drivers include the increasing availability of high-resolution satellite imagery, advancements in data processing capabilities (cloud computing, AI), and the growing need for data-driven decision-making in various industries. Specific sectors like agriculture, utilizing geospatial analytics for precision farming, and the defense and intelligence sectors, leveraging it for surveillance and strategic planning, are major contributors to market growth. Further fueling expansion are trends like the rising adoption of Internet of Things (IoT) devices generating location-based data, and the increasing sophistication of geospatial analytics software, incorporating advanced visualization and predictive modeling techniques. While data security concerns and the high cost of implementation pose some restraints, the overall market outlook remains positive, driven by the substantial benefits offered by geospatial analytics in improving efficiency, optimizing resource allocation, and enhancing situational awareness across a wide spectrum of applications. The market segmentation reveals significant opportunities across different types of geospatial analytics (surface analysis, network analysis, and geovisualization) and end-user verticals. While the provided data indicates a significant presence of companies like Harris Corporation, Bentley Systems Inc., and ESRI Inc., the market's competitive landscape is dynamic, with both established players and emerging technology companies vying for market share. The United States' dominance in geospatial technology and data infrastructure further supports the market's projected growth trajectory. The substantial investments in R&D and the prevalence of skilled professionals in the country further contribute to the market's expansion. Looking ahead, the integration of geospatial analytics with other technologies like blockchain and big data is expected to unlock new possibilities, further driving market growth and innovation in the coming years. Recent developments include: May 2023 : CAPE Analytics, a player in AI-powered geospatial property intelligence, has extended its partnership with The Hanover Insurance Group, which provides independent agents with the best insurance coverage and prices. Integrating geospatial analytics and inspection and rating models into Hanover's underwriting procedure is the central component of the partnership expansion. The company's rating plans will benefit from this strategic move, which will improve workflows, new and renewal underwriting outcomes, and pricing segmentation., March 2023 : Carahsoft Technology Corp., The Trusted Government IT Solutions Provider, and Orbital Insight, a player in geospatial intelligence, announced a partnership. By the terms of the agreement, Carahsoft will act as Orbital Insight's Master Government Aggregator, making the leading AI-powered geospatial data analytics available to the public sector through Carahsoft's reseller partners and contracts for Information Technology Enterprise Solutions - Software 2 (ITES-SW2), NASA Solutions for Enterprise-Wide Procurement (SEWP) V, National Association of State Procurement Officials (NASPO) ValuePoint, National Cooperative Purchasing.. Key drivers for this market are: Increasing in Demand for Location Intelligence, Advancements of Big Data Analytics. Potential restraints include: Increasing in Demand for Location Intelligence, Advancements of Big Data Analytics. Notable trends are: Network Analysis is Expected to Hold Significant Share of the Market.

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