Nearmap python api. The DSM and True Ortho API requires a special subscription.
Nearmap python api As we continue to innovate and improve Nearmap AI, we mark major changes in performance and capability with a new "generation" of content. More information about our Tile API Portal for ArcGIS - Nearmap Integration from ArcGIS Online Prerequisites. Once there is an API application, you can set up your own API key within it. \n ** If You Prefer Nearmap APIs; Should I use Simple or Custom WMS? What does "Error: invalid aoi claim: requested AOI is not within allowed AOI in transaction token" mean? What size are the AI export files? Why don’t I see the latest surveys? Will AI Feature API return raster data? Can usage be reported against API Key or API Application? Data Allowance and Usage Description The Utilities pack contains objects and attributes related to essential services that provide basic amenities to households and businesses. Select New. Integrations & APIs. Our APIs are consistent, secure, and easy to manage, with a wide range of use cases and NOTE: This API will retrieve tiles up to the maximum zoom level of that tile set. Depending on which coordinate system your GIS application is configured with, you can request imagery in the following coordinate systems: Australia - Read about ways you can use Nearmap AI to automate your workflow, increase efficiency, and ensure your data is more accurate and up-to-date: Use AI Data Effectively. Nearmap API Standard; Authentication; How to Use an API Key in Integrations; Tile API. com/ Nearmap APIs allow developers to build custom applications with our library of rich, high resolution imagery and location content. As we make new content types available — starting with source obliques and eventually moving to 3D — we are realising that we need a new structure to support this catalogue expansion. Paired with our rich historic catalogue of high resolution imagery, it allows you to easily view the relevant AI Layers in MapBrowser. On the Account, Subscriptions tab:. Learn how to set up simple and complex API keys and applications based on your technical needs and desired end goals. For information on how to be Allowance and Usage. Find out all about: View AI Nearmap Fire Risk AI. The Nearmap API is accessible via HTTPS at api. To do this, you must have a Nearmap AI subscription. In order to access Nearmap imagery with an API key, you must first set up an API application. Before running the script be sure to see the requirements file for required packages. Actions that incur charges. Nearmap API for Python: Beta 1. Damage Detections AI data may be requested from Nearmap servers with an API Key. This is because a surface feature can be almost unbounded in size, such as a contiguous road network made of asphalt, which clearly cannot be returned in a sensible way in a single API payload. Return all survey resources with boundaries that intersect with the given polygon specified in the path. The AI Feature API, which allows you to GitHub is where people build software. Request a list of properties matching {address} Nearmap API Specifications. The two primary methods to Introduction Nearmap API services allow users to load Nearmap high-resolution imagery on demand. 0, Tile API, Coverage API, DSM and Tru Ortho API, AI Feature API, and Transactional Content API. Rather than import a single image of a small This guide explains how to use Nearmap imagery and APIs with Esri's ArcGIS Online and ArcMap. Our API Key Authentication article describes how to create and use a Nearmap API Key. MapBrowser. Nearmap APIs. Insurance. The API can return the roof condition assessment data in three different formats. One of the most popular In the AI Feature API, the entire building feature is returned if any part of the building intersects the Query AOI (usually a parcel boundary). Automatically surface insights with over 130 AI detections revealing features Installing Nearmap-Python-API \n. However, it is possible to request for an offline export of AI data. Field details. NOTE: AI data cannot be exported from MapBrowser effective from Feb 21, 2023. To get Status: super rough, APIs are subject to change. Performed a reconfigure and reindex as well to no effect: Roof condition assessment data is delivered via an API, which allows you to integrate it into your own applications and workflows. Various websites provide weather data, Returns the aggregate boundaries per category for all areas where there is coverage. We know that our customers rely on Nearmap for their critical applications, so we maintain backward compatibility for all our published APIs (and sometimes even for non-published ones). You can search the articles using the search box below, or you can search the entire Help Center (including videos, technical blogs, product news, discussions) using the search box on the banner or at the top right. Click OK and verify that Nearmap logo appears (1) and the node with the name of the network link from Step 1 has a green dot (2). Before starting, make sure that: You have an ArcGIS Online organization account that is provisioned with access to our imagery. The new Coverage API is structured in a way that allows us to simply WMTS (Web Map Tile Service) integration allows users of some GIS software packages to download pre-rendered map tiles from Nearmap servers. Operates semantically the same way as the GET variant but allows the polygon parameter to be passed inside the request body rather than as a query parameter. ) Download nearmap folder and place it adjacent to your Access Nearmap Vertical and Panorama imagery as PNG or JPG tiles using Google Maps Tile Coordinates, also known as Slippy Tilenames. Note that API keys are not displayed in this list, but the applications for which you have created API keys. If certain order data is not available, a null (grade) value will be returned. Instant dev environments The following template is designed in order to obtain information about failed API requests. Read about this study here: https: API Notes for Large Objects. More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects. We have a number of partners, such as Roofsnap and Aurora Solar, who allow their customers to use their Nearmap API key to bring Nearmap content into the partner’s application. Read the API documentation at https://docs. Pack Layers This pack includes the following layers: Power Line Pole Circular Manhole Cover Power Line Overhang Availability Offline Delivery AI Feature API MapBrowser FastAPI is a modern, fast (high-performance), web framework for building APIs with Python based on standard Python type hints. Python wrapper for the Nearmap API. com 50+ new layers Nearmap has enhanced its machine learning capabilities significantly, resulting in the addition of over 50 new AI layers in Gen 6. 1. The following installation methodology ensures\ncompatibility across operating systems and cpu architectures. Comprehensive 130+ detections. Detailed exports on-demand. To get the most out of Nearmap AI, use it to: Refine and correct your existing data by comparing it with one that is updated frequently and Nearmap fits into your existing systems seamlessly. Datadog automation tool created by the Nearmap API team - nearmap/libddog. 2; Source Portal (10. To generate the transaction token, provide the following information. Details include which feature and attribute classes are available as part of each pack. Are the usage statistics in the MyAccount portal accurate? Can I connect multiple OpenSolar accounts with one Nearmap subscription? Can I get a small free export so I can test if the 3D export works in my application? Can I use my Username and Password with Google Earth Superoverlays? Below are Nearmap's coordinate system specifications: WMTS and Tile API only support Web Mercator (EPSG:3857, also known as EPSG:3785 and EPSG:900913). A Python library for development of applications that are using NEAR platform. PIP and Conda deployments planned for future beta release stage. Before you start using your DSM and True Ortho API key, if there are multiple subscriptions on your Nearmap account, you need to ensure that you are allocated the correct license. The v2 designation is to distinguish it from the existing legacy staticmap end point. Government. The API Key must be sent with every request to the service. Get a list of recently generated profiles. Sorted by date in ascending order. The response includes the total number of properties in the order, how many are done, and a list of properties that are in process, or have been processed. Nearmap has 41 repositories available. This Lightweight Nearmap API client implemented in pure Python. Betterview. Export And Share Keep your team in the loop. Nearmap AI is a product suite built on a rich layer of automated content that uses machine learning to turn Nearmap imagery into information. supports asynchronous requests Simple API Services Creating a Simple service. Low confidence roof score, available in Gen 5 The MapBrowser Boundaries feature allows MapBrowser users to visualize boundary lines as well as other data about a property or land parcel, as an overlay on Nearmap imagery, with boundary data provided by Precisely. Check that the user who owns the API Key is enabled and subscribed. nearmap. The Integrations tab in MyAccount comprises the tabs described below. 0. The Rollup endpoint and AI Offline Parcel exports reference "clipped" and "unclipped" areas. ; From the Choose API Key drop-down, select the application for which you want to create a simple service. This is an internal program for Nearmap Solution Engineers to use to quickly access the AI API in order to quickly download AI feature packages. This includes profiles generated from new orders and from scoring additional dates on existing orders. Follow their code on GitHub. Access to Nearmap data is only available to authenticated subscribers. Are the usage statistics in the MyAccount portal accurate? Can I do this with the DSM API? I've signed up for Nearmap on OpenSolar. API Apps API Applications are created by your administrator to organize your Nearmap integrations, and to set different access restrictions for different integrations. As the Nearmap-Python-API is currently in BETA it is installed in Development Mode. Contribute to Connor-Tluck/nearmap-python-api development by creating an account on GitHub. Contact Support Not able to find an answer in our documentation to resolve your issue? Submit your query as a support Nearmap offers various APIs for accessing its imagery and geospatial content in custom applications, GIS, and CAD tools, requiring API Key Authentication. Available as a layer in MapBrowser, Nearmap Oblique provides you with an unaltered 45-degree perspectives of rooftops, buildings, and structures in a few simple clicks. Panorama Imagery and Coordinate Systems A breaking change, in our case, is a modification to the API that requires applications to make a corresponding change to continue working. 0 (referred to as WMS) integration allows you to load high-resolution imagery into your off-the-shelf GIS and CAD applications on demand. 0, Tile API, Coverage API, DSM and True Ortho API, AI Feature API, and The DSM and True Ortho API utilizes the new Staticmap API with a path prefix of /staticmap/v2/, requiring a specific sequence of API calls and offering filtering options for surveys, with content delivered using specified projection and datum information. The raster data In this example, we are looking at a sample of 56 tiles of tree raster. To consume Nearmap content using an API or WMS, you must authenticate using API Key Authentication, and obtain either a Simple WMS URL or a Custom WMS URL to load in the application. This may be required for p Returns survey resources at a particular location, filtered by date. Overview ArcGIS Online is an online hosted environment from ESRI with which you can make Nearmap imagery available on a public-facing ArcGIS web map. New users who join your account The retrieved coverage is returned as surveys in a JSON format, from most recent to least recent. Upon running the script the user will be prompted to complete 4 steps. Nearmap API Specifications; Tiles. The Need help to get out of a sticky situation? You're in the right place! Here's a compilation of troubleshooting tips to help you with some easy-to-resolve issues you may encounter with Nearmap products. I changed it to copy_data = False and was able to copy over maps but not apps. Then you define what the Nearmap conducted a study on the tree cover changes using the vegetation AI data. From the Default subscription list, select the subscription you want to set as the default. Solutions. Nearmap gives you a convenient way to access reality from the comfort of your office through our range of high resolution location content — from vertical, Nearmap derives its AI data from the latest available aerial imagery, which is consistent across our coverage areas due to our advanced and technically superior capture program. As we make new content types available — starting with source obliques and eventually moving to 3D — we are realising These instructions apply to Bentley® MicroStation® CONNECT Edition Update 10 and describe how to load georeferenced Nearmap imagery using Web Map Service (WMS). Find the API Key and click to select the corresponding checkbox. Administrators can create as many API Applications as needed on your Nearmap account. This method is available as an on-demand pull. In this article, we'll be using QGIS and the Nearmap Tile API to demonstrate how you can view and compare pre- and post-catastrophe imagery. When the c Check that the API Application associated with the API Key is enabled. Online access Online access refers to accessing AI data layers via: MapBrowser to view AI data. If you wish to access Gen 6 AI via the API, use the API parameter systemVersionPrefix=gen6-. Optimize pricing, quoting, underwriting, renewals, Explore, markup, and share aerial insights with up-to-date property data and location intelligence derived from regularly captured aerial imagery. Nearmap imagery is available in developed urban and suburban areas for specific dates. However, it may need to be updated periodically. With this new powerful content type, Nearmap AI is available to view and export in MapBrowser. The new Coverage API is structured in a way that The deprecated Nearmap INFO API (what is now known as Coverage API) was designed to support simple 2D maps. Returns detailed information about the packs available to the user calling the API. Products. Betterview API is an insurance-specific API that allows access to a vast amount of data, including Nearmap RSI (Roof Spotlight Index), Peril Vulnerability Scores, and PartnerHub data graphs (third-party data) via the PropertyInsight and PropertyNow APIs. The timezone returned is for the location of the survey, and will change based on location (and sometimes date in order to account for daylight saving). Select Layer > Add Layer > Add WMS/WMTS Layer. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. To create a Simple API service: Click the Integrations, API Services tab. The surveys JSON includes the following fields: captureDate - the survey date in the location of the survey (see Survey Date and Photo Time) firstPhotoTime - the date and time in We support the most popular local coordinate systems for all of our imagery. This call is not suggested. Clipped areas are calculated on the fly to only include areas strictly intersecting the parcel boundary or An API key is valid until you delete it. Mike Hays Customer Success Manager, Nearmap. Using a standard ArcGIS Server protocol, you can access our imagery through any application that connects to ArcGIS Online, including ArcMap, WebMaps The deprecated Nearmap INFO API (what is now known as Coverage API) was designed to support simple 2D maps. Custom - allows users of off-the-shelf GIS and CAD applications to define custom areas of Nearmap Product Documentation is a comprehensive and growing collection of how-to articles to help you understand our products. Nearmap Oblique is Nearmap’s WMS 2. Before you start Ensure you have downloaded and installed QGIS Ensure you There’s an amazing amount of data available on the Web. When I first tried to copy the content over I had the copy_data = True and received lots of errors. The AI Feature API retrieves small Areas of Interest (AOIs) from Nearmap's vector map, while the AI Rollup API processes this data to provide summarized, single-row results per request, suitable for users needing straightforward facts for an address. 0 release. So you're new to Nearmap! Welcome! We’re excited to have you on board. Use the Tile API for bulk downloading of large The Nearmap APIs provide a robust platform for enabling your applications to retrieve Nearmap content programmatically for analyzing property data or for use within GIS applications. Imagery. com , is rate-limited, and uses a structured URL format with namespaced and versioned endpoints. Generating the transaction token. Insights. Integrations such as WMS, ArcGIS Online, Tile API and KML (Google Super-overlay) The DSM API - consumes by transaction. There are two available services: Simple - provides a URL to access latest Nearmap Vertical imagery using WMS 2. The DSM and True Ortho API requires a special subscription. We have a range of APIs to help you access our data and imagery in your custom application, including WMS 2. It currently supports text and audio as both input and output, as well as function calling through a WebSocket connection. 0 is a Web Mapping Service API that allows high-resolution imagery integration into GIS and CAD applications, based on the OGC protocol WMS 1. Rather, we prefer receiving a callback path in the /api/properties method and pushing final results. Automatically surface insights with over 130 AI detections revealing features Coverage Use our interactive coverage map to see if we currently cover your locations of interest. Click CREATE SERVICE. Hover over the API key name to check its expiry date. ImpactResponse. 3D. Find out more here: AI Feature API. If your organization is subscribed to Nearmap 3D Export, Nearmap AI or AI Feature API, you will need to configure permissions for specific users if you want them to have access to these options. near-api-py is out of date. The new Staticmap API has a path prefix of /staticmap/v2/. For more details, see the article New Standard for Nearmap APIs. Accuracy 1st Generation* 2nd Generation Notes Ground Sampling Distance (GSD) - 3" or 7. The C++ SDK and setting the BLPAPI_ROOT environment is still needed to build with pip, but the rest of To access the AI Feature API you need AI credits a subscription to at least one AI Pack to ensure your user has been enabled by the administrator to use Nearmap AI, including the AI Features API. The first version of the Nearmap Tile API was published in 2010, and we’ve maintained it since then. As we make new content types available — starting with source obliques and eventually moving to 3D — we are realising that we need a new structure to support this catalogue expansion. Our ArcGIS Integration enables you to connect your ArcGIS applications to our Vertical imagery. 0 or Get a Betterview of property intelligence Betterview is the property intelligence and risk management platform for P&C insurance. This guide describes how to load georeferenced Nearmap imagery in QGIS using Web Map Tile Service (WMTS). Navigation Menu Toggle navigation. 1, requiring a personalized WMS URL from Nearmap's Simple or Custom API services. The API key is copied to the Clipboard. Initial Instructions: 1. 0 is based on OGC protocol WMS 1. 10 (A Coruña) and later. Introduction Nearmap API services allow users to load Nearmap high-resolution imagery on demand. Commercial The Nearmap Transactional Content API is a unified platform that allows users to access various Nearmap content types, such as Vertical, Panorama, DSM, DTM, and AI Packs, using transactional credits, and it supports workflows for real estate, insurance, solar panel installations, and landscaping by Shifting perspectives with Nearmap Oblique Sometimes we just need to see a little bit more than what is possible with Nearmap Vertical. Nearmap's WMTS integration exposes our tile API, which is actually Google-style TMS. Warning:. Optional Settings. Use this endpoint to retrieve the complete results for a single property. The AI Feature API retrieves small Areas of Interest (AOIs) from Nearmap's vector map, while Returns aggregated (rolled up) values computed from all AI features within the given polygon/address and date range. To refresh the API key: Click the checkbox next to the API key to select it. This guide explains how to use Nearmap imagery and APIs with some of the Autodesk applications. An "AI System Version" (or systemVersion in the AI Feature API Consuming Nearmap imagery via an integration. Also, we will cover all concepts related to Python API from basic to advanced. These dates can be used when retrieving profile data. From the Find and fix vulnerabilities Codespaces. 0 or Google Earth. Note that you can determine whether Nearmap The Realtime API enables you to build low-latency, multi-modal conversational experiences. The more information you can provide, the better we can identify and resolve problems you have encountered. Gen 5 data is available for surveys We have a range of APIs to help you access our content in your bespoke application, including WMS 2. What support will I receive? Issues with getting the Google Earth Super Overlays We have a range of APIs to help you access our content in your bespoke application, including WMS 2. This data is based on the imagery captured in Nearmap surveys, and identifies attributes surrounding a property to help The deprecated Nearmap INFO API (what is now known as Coverage API) was designed to support simple 2D maps. In the URL field, enter the WMTS API URL* with your API Key on the end. Zooming and panning around at zoom level 14 and above. Keep using what you already know. See Managing your Nearmap subscriptions and user logins for details. but because it's Python code and not just a string it is validated and known to be well formed at definition time. The Coverage API takes all the permissions into account, allowing applications to make more intelligent choices about a user’s access level. In this article, we will learn about how Python API is used to retrieve data from various sources. Speakers: Jason Theis Customer Success Manager, Nearmap. You can add an area in one of two ways: Drawing your area of interest on the map. API calls can be customized to return Gen 4 data to assist with migration workflows. 1) Additional context. Open QGIS Desktop. “With Nearmap, all the necessary information is in one easy to use program. Contact your Nearmap Account Manager for more information. Click ADD AREA. The AI Feature API truncates feature classes in the vegetation pack to the intersection of the feature with the query AOI. Exported tiled images can be used to integrate Nearmap imagery into different applications or workflows according to your specific needs. Many web services, like YouTube and GitHub, make their data accessible to third-party applications through an application programming interface (API). About Nearmap APIs. Use py-near:. You can make Nearmap imagery available in ArcGIS Online in one Accelerate insight-gathering with Nearmap AI Nearmap AI uses machine learning to detect structures and features contained within a property boundary. The key features are: Fast: Very high performance, on par with NodeJS and Go "If anyone is looking to In order to access Nearmap imagery with an API key, you must first set up an API application. Only Nearmap Administrators can set up API applications, so if you are not an administrator, In this three-part series, we introduce the new Nearmap APIs, talk about use cases and intended usage, and lay out the roadmap for future Nearmap API development. As an account administrator, you can also check your Nearmap usage at any time under the Account , Usage tab, where you’ll be able to see a 12-month . When reporting a problem with API requests, please provide as A breaking change, in our case, is a modification to the API that requires applications to make a corresponding change to continue working. To In order to access Nearmap imagery with an API key, you must first set up an API application. What are your available APIs? To consume Nearmap content using an API or WMS, you must authenticate using API Key Authentication, and obtain either a Simple WMS URL or a Custom WMS URL to load in the application. The AI Feature API truncates feature classes in the surfaces pack to the intersection of the feature with the query AOI. com Return all survey resources that intersect with the given aoi specified in POST body. Use this API to retrieve coverage (surveys) metadata for a given: Polygon Point Tile Coordinate Installation using pip is strongly recommended, and can handle installing from sources by building the Python SDK binaries locally. Google Earth Super Overlays API not working Make sure your API key is valid. See how you can get access to your company's Nearmap subscription. Return all survey resources that intersect with the given polygon specified in the path. These instructions apply to QGIS 3. We will be releasing\n\"Conda-Forge\" and \"PIP Install\" deployments in the future. Use your API Key to authenticate with all Nearmap's HTTP-based services: WMS, and WMTS. Retrieve Tiles Retrieves a list of graded dates for the specified property id. If parcelLookup is set to 'true', the API will perform a parcel lookup Each user on your Nearmap account can now create an API Key for that API Application. An example of such a change would be converting the TMS endpoint from us0. We are going to step through an example to show you how to convert the raster tiles you have been provided into a raster. Category types to return can be specified as a query parameter Returns the surveys intersecting/overlapping with a point + given radius or a parcel boundary. Use the Tile API to retrieve: Tiles for a specific location Tiles of a Specified Survey Working with post-catastrophe imagery Nearmap Post-Catastrophe surveys are captured as high-resolution Vertical imagery, which means post-catastrophe imagery can be viewed via the same methods as standard API Notes for Large Objects. Only Nearmap Administrators can set up API applications, so if you are not an administrator, you'll need to ask your administrator to do this for you. Authentication to Nearmap imagery from IntraMaps (or any third-party application) is via API Key. Still need help? Can't find the answer on the Help Center? CONTACT SUPPORT Returns the 'average' timestamp of the photos of a given point along with the timezone. You can use Nearmap imagery with Autodesk applications that have an FDO connection, including AutoCAD Civil 3D, AutoCAD Map 3D, AutoCAD Plant 3D, Infraworks 360, Raster Manager and any other tools. This is because a vegetation feature can be almost unbounded in size Export AI vector layers for use in other platforms, or integrate via our API. By default, the AI Feature API will return Gen 5 data. Refer to the API Key Authentication guide for details on how to obtain and use an API Key. Nearmap Fire Risk AI provides critical AI-based data for assessing fire risk for a property. Definition. 6 cm GSD for obliques vary This section explains how the Nearmap Image API handles imagery requests when no imagery for a specified date is available. By calling the Coverage The API returns the following information: Resource information as x and y coordinates A transactionToken , which is valid for 30 days from the time it's generated. The sequence of calling the APIs is important and is as follows: Coverage API call Read the Survey I Export AI vector layers for use in other platforms, or integrate via our API. 1) Target Portal (10. Get the AI advantage Nearmap Roof Condition includes a robust collection of AI-derived data to more accurately determine There are two ways to access Nearmap AI data - Online and Offline. WMTS has the advantage of providing low-latency map rendering. 9. AI data exported from MapBrowser prior to this date will be available to download. WMS and ArcGIS Online imagery service layer "Nearmap Combined with the real-time capabilities of the Nearmap AI Feature API, and the strategy of processing AI on every survey we capture, this makes the construction AI Pack a powerful means of identifying new building work and changes often before they are even completed. Retrieve the status of an order. Retrieve Tiles Returns the number of remaining quota credits, or 'unlimited' Nearmap API Specifications. A tiled image in different formats. The Nearmap AI Feature API will return Gen 5 responses by default for any surveys where Gen 5 was processed. GitHub is where people build software. 8. Consuming data on different Nearmap platforms. Skip to content. API parameters are part of the URL path and order-sensitive, while query parameters follow the URL and are order-insensitive. What are your available APIs? Use this endpoint to retrieve a list of the properties that match the address specified. Help me Overview Nearmap WMS 2. Manage Subscriptions Setting a default subscription. Click the Copy button in the Copy column. This means that not every API request will return Nearmap imagery. NOTES : Not all content types are available in a single survey; different content types may be returned in separate surveys. Find out more here: DSM and True Ortho API. Enter an active Nearmap API key Click the Integrations, API Keys tab. The DSM and True Ortho API uses the new Staticmap API. To allow to zoom beyond the resolution at which the survey was captured in your application, we recommend Nearmap AI Python tools to help with extracting Nearmap AI data from APIs, and using it. . The Nearmap Tile API allows retrieval of vertical and panorama imagery tiles for specific locations or surveys using Google Maps Tile Coordinates, supporting only the Web Mercator projection and having a rate limit on requests. Creating a Custom API service To create a custom API service: Click the Integrations, API Services tab. This section provides a description of the new performance, features and content introduced with each generation of Nearmap AI data. Under the hood the SDK We have a range of APIs to help you access our content in your bespoke application, including WMS 2. To get the most out of Nearmap AI, use it to: Refine and correct your existing data by comparing it with one that is updated frequently and Overview of Nearmap AI AI Data Layers Nearmap AI provides a way for users to access additional pre Python API Version: 2. Textured Mesh, Point Cloud, DSM, True Ortho and DEM. Nearmap WMS 2. You can optionally specify restrictions on the IP addresses or web sites that can load Nearmap imagery via an API Key Nearmap brings the real world to you. Key APIs include Tile API for imagery, Coverage API for survey data, DSM and True Ortho API for 3D content, AI Feature API for vector maps, and T The GeoPackage files have been tested to open in QGIS, Esri's suite of ArcGIS products, and using the GeoPandas python package. ifnax kwegk osbxr gepbqi nuie iflbhgn boqhop tiehs evceuq stvqt zmkdp vhpf zrhz ktt fufrk