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Data Collections in Planet Add-in for ArcGIS Pro Version 3.4

Planet has released version 3.4 of the Planet Add-in for ArcGIS Pro. With this update, we’ve added features to allow you to work with cloud data collections on Planet Insights Platform. Data collections are a way for you to store data that you order in the cloud, rather than downloading it locally. This enables you to save time spent downloading and managing data on your computer, and more easily share imagery with collaborators without having to transfer large amounts of data.Data Collection Delivery DestinationWhen you order imagery in ArcGIS Pro, a new delivery destination option is available for Data Collection. If you use this option, data will be stored in the cloud on Planet Insights Platform, and you will be able to access the data through OGC services that you can use to stream imagery into ArcGIS and other geospatial tools. You won’t need to download the data, manage large files, or create mosaic datasets.OGC Service Streaming from Data CollectionsAfter you deliver data to a data collection on Planet Insights Platform, you will be able to use the new Visualize tool found in the ribbon toolbar for the add-in. This enables you to:Stream imagery into your ArcGIS projects through cloud-hosted OGC services Apply custom renderers for false color composites, spectral indices, multi-temporal analysis, and more Securely share maps with OGC services to ArcGIS Online and Enterprise without using your API key in the service URLs Browse the imagery through time to visualize changes     New collections automatically come with a handful of preconfigured visualizations for standard visualizations. You can also create your own custom visualizations—learn more about how to do this in our documentation. Note: To use these updates, you must have a plan that includes processing units.ResourcesLooking to install the latest add-in? You can download the add-in here. If you have it installed already, you can get the latest version of the add-in by opening ArcGIS Pro and downloading it from the add-in’s ribbon toolbar.Want to learn more? Watch the recording of our Agile EO Webinar to learn more about these updates and see a demo of the add-in updates.

Related products:Integrations (ArcGIS, QGIS, GEE)Analyze DataPlanet Insights Platform
Planet Insights Platform Web Application

Planet Insights Platform Web Application

Planet has released a new unified web user experience!! OverviewIn this web application, you can find everything you need for Planet Insights Platform to manage your account, access and manage your data, and perform analysis. This application is found at insights.planet.com. This unified UX will have three sections: Account, Data, and Analyze.Account: usage and reporting, as well as any standard account-related information settingsData: searching and ordering, accessing data orders, subscriptions, etc.Analyze: access browser, configurations, and request builders What’s NewMigrated Sentinel Hub Apps - Sentinel Hub functionality is now available from one place under the ANALYZE section EO Browser - now accessible in the Analyze section as Planet Browser Requests Builder - now accessible in the Analyze section Configurations - now accessible in the Analyze section Enhancements for Working with Planet Data - Three key new features that benefit all, not just former Sentinel Hub users - found in the DATA section A new place to view your subscriptions A new place to manage stored cloud storage destinations Access Destinations UI and Subscriptions UI- more info on this coming soon Links in Explorer to Open Collection and Order Details will change to link into Data UI pages Collections: from Sentinel Hub dashboard → insights.planet.com→ Data/Collections page Order Details: from planet.com/account → insights.planet.com→ Data/Orders page Data Collections Easy access to read-only Public Data and Planet Sandbox Data collections One-click data visualization once the data is ingested into a data collection View configurations associated with a given collection from the collection page Configurations Default configurations are created by default to reduce manual setup for all Planet data Easy access to read-only Public Data and Planet Sandbox Data configurations Added highlights functionality to visualization layers WMTS Bounds automatically set when streaming data Planet Explorer is still available, and you can find it by opening the Search and order tool from the platform Getting StartedYou can get started with our platform by going to  insights.planet.com.  It’s easier for you to work with your Planet products from the new Planet Insights Platform web application. You can now seamlessly switch between three sections for Account, Data, and Analyze with a single global navigation menu. You can find a new navigation bar at the top of apps to allow you to switch between different parts of the site.Please feel free to contact us with any questions you may have via comment here on this product update, and if you have feedback, please submit an idea on the ideation forum.

Related products:Planet Insights Platform

Forest Carbon Diligence Data Release Version 1.3

What's NewThis version marks a major improvement and sets a new benchmark in quality for the market, and releases an automated, annual change detection asset. We will publish these results in a peer-reviews and advance scientific engagement with the community. Improvements Carbon model 15% increase in pixel-level variance explained. 30m r2 scores increased from 0.51 to 0.65. 1km r2 scores increased to 0.82. 35% average reduction in pixel-level uncertainty. Systematic reduction in bias (addressing overestimation issues). 3x increase in training data, adding coverage in boreal forests. Time series model Higher year-to-year consistency, lower noise. Higher confidence in reported changes (compared to benchmark). New asset New change detection asset for automated forest change analysis, available as "cc-change" and "ch-change" in the Subscriptions API. These are 30m uint8 categorical rasters, with values [0, 1, 2] corresponding to [no change, fast change, slow change]. Product documentation Web documentation for tech specs and intercomparison/validation report. Pre-print manuscript for Diligence methods, validation, and intercomparison with independent data. Pre-print manuscript for change detection intercomparison. Additional ResourcesForest Carbon Diligence DocumentationForest Carbon Diligence Technical SpecificationPlanet University: Introduction to Planetary VariablesPlanet University: Introduction to Forest Carbon Diligence and Monitoring

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✨ Product Update: Analysis-Ready PlanetScope Version 1.0.1 ✨

Planet is excited to announce the release of Analysis-Ready PlanetScope version 1.0.1. ContentsChanges in version 1.0.1 Several image quality optimizations and bug fixes Additional resourcesChanges in Version 1.0.1Analysis-Ready PlanetScope (ARPS) version 1.0.1 introduces numerous incremental image quality improvements and key bug fixes across geometric quality, radiometric performance, and cloud masking. Notably, ARPS 1.0.1 addresses distortions in archived SuperDove data, improves radiometric accuracy in data-poor regions, and enhances geometric consistency across scenes. These refinements, while minor, are designed to deliver a more reliable and robust product.Image QualityARPS v1.0.1 includes several changes aimed at enhancing image quality broadly. A fix for occasional distortions in archive SuperDove data and addressing data loss due to snow are introduced. This release resolves distortions that were sometimes present in the archived SuperDove imagery. It also addresses a bug that sometimes caused entire data chunks to be dropped during forward fill when even small amounts of snow were present (including at mountain peaks). Other bug fixes with minor impact include correcting the calculation of cloud fractions from masks, resolving an issue with resampling images along nodata boundaries,  and keeping scenes improperly removed in significantly cloudy regions. Geometric ImprovementsSeveral modifications have been made to improve the accuracy of geometric alignment. A correction for alignment shifts caused by a new PlanetScope (PS) reference frame has been implemented. This is important as it addresses a potential offset, mostly less than 1 pixel but sometimes 1-2 pixels or rarely more, between images acquired before and after 2024-10-15. The threshold for addressing shift misalignments in clear-sky data has been reduced. This adjustment will lead to better scene-to-scene geometric alignment, particularly for scenes with larger portions of non-clear pixels. A bug erroneously rejecting some pixel rectification was corrected, likely decreasing the incidence of misaligned images.Radiometric Improvements   Several fixes related to radiometric quality are included in v1.0.1. There is now more reliable geometric alignment between reference and observed data, improving the overall radiometric performance. A bug in the process of assembling reference data has also been fixed. This fix is expected to improve the fit to the FORCE reference data. The system now ensures that TOAR (Top of Atmosphere Reflectance) data are within the expected range after topographic correction, preventing some rare anomalies associated with the topographic correction processing. More calibration data is now used in data-poor regions of long Time-of-Interest (TOI) datasets. This change might be most noticeable for long TOIs, including 2017, a period with less available data, potentially leading to improved radiometry in that year or other data-poor regions.Cloud Mask Improvements    The approach to cloud masking has been updated with this release. ARPS 1.0.1 will now take haze detections from the PlanetScope UDM or the FORCE cloud mask. This is a reversion to using the existing UDM for haze detection due to indications that the customized haze detection method was underperforming.  Additional ResourcesIntro to Analysis Ready PlanetScope (ARPS), Planet University Analysis-Ready PlanetScope documentation Analysis-Ready PlanetScope Technical Specification 

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Asynchronous Uploads - Features Manager

Features Manager OverviewPlanet Features Manager is a set of user-interface tools that help Planet customers upload, save, and manage their areas of interest (AOIs) or Features for use on the Planet Insights Platform. Saving an AOI to the Planet Insights platform can improve the efficiency and reliability of data discovery and delivery workflows. It also enables you to save your AOIs once and reference them, as needed, across the platform.What’s NewFeatures Manager no longer has a 5k Feature upload limit  After uploading Features, users are now prompted to review their uploads before they can be saved to a Feature Collection  Support for saving additional metadata properties  Asynchronous uploads Upload Features with Asynchronous Uploads  Supported File Types GeoJSON, Shapefile, KML, KMZ, and GeoPackage How to Upload FeaturesUpload your files by dragging and dropping them onto the map view in Features Manager. You should see a confirmation message like the one below. You can close this view and navigate to the File Uploads panel using the icon at the bottom left of the navigation. In the file uploads panel, you should see the file you uploaded in the uploaded or to review tabs. If it is in to review, it likely means our system found geometry-related errors in your files and requests your review to fix them. Select Complete import from the uploads panel to open the review modal if your upload requires review. In the modal, you can: Manually approve or reject alternative geometry options that will fix upload errors Select Accept all to approve all alternative suggestions simultaneously.  Next, a prompt lets you map and select properties to save with your uploaded file(s). Feature identifier, title, and description properties are required, and you can map properties in your files to these standard property fields. Additionally, you can select to import more properties if that is helpful. After reviewing geometry errors and mapped metadata properties, your dataset should be uploaded and accessible under the Uploaded tab in the File Uploads panel. You can view your data, copy feature references, open AOIs in Explorer, and manage quota (for applicable datasets).  Additional ResourcesFor more information on Features Manager, check out the Planet University Intro to Features Manager course. 

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✨ New: Introducing Analysis-Ready PlanetScope version 1.0 ✨

Planet is excited to announce the release of Analysis-Ready PlanetScope version 1.0. This release lays a strong foundation for future enhancements. It provides stable metadata and additional delivery options, like direct access to Sentinel Hub through the Subscriptions API.ContentsChanges since version 0.2.0 and version 0.3.0 Several image quality optimizations and bug fixes Additional resources What’s New in This ReleaseAnalysis-Ready PlanetScope version 0.3.0 addressed issues with cloud mask boundaries, incorporating extensive fixes to ensure that radiometry in masked regions matches that of clear-sky regions. This improvement is one of the most significant changes in the v0.3.0 release. Both releases also greatly improved radiometric consistency in land areas near large bodies of water. The metadata delivered in the STAC item has been updated to include solar azimuth and elevation. QA Band 3, the number of reference calibration scenes, was also removed as it is not considered beneficial to users. Improvements to Image QualityFix radiometry over masked regionsAnalysis-Ready PlanetScope v0.2.0 was the first implementation of removing the cloud masking process, introducing issues. v0.3.0 has addressed these concerns, incorporating extensive fixes to ensure that radiometry in masked regions matches that of clear-sky regions. This improvement is one of the most significant changes in this release.Fix for radiometric harmonization in quadrants with significant water coverageA bug was discovered with radiometric harmonization over tile quadrants containing large amounts of water. This bug caused calibration errors and occasional serious blunders over land. Beginning with Analysis-Ready PlanetScope v0.3.0, average radiometry errors over tile quadrants containing large quantities of water have significantly improved, and the incidence of blunders has dramatically decreased. Additional tweaks to the algorithm improved radiometric harmonization, especially in water-heavy tiles and reduced the appearance of anomalous coloration over water. Topographic correctionsIn prior versions, FORCE validation in regions with significant snow, terrain, and clouds indicated relatively high radiometric uncertainties. Analysis-Ready PlanetScope v0.3.0 introduces corrections for topography. Running this process significantly improves the agreement against day coincident FORCE data over AOIs with significant terrain.More accurate reference digital elevation model As of Analysis-Ready PlanetScope v1.0.0, the algorithm uses the Copernicus DEM for topographic corrections. Transitioning to a more accurate reference should enhance the accuracy of cloud masking and radiometric corrections. Set pixels with sensor issues to NODATAAs of Analysis-Ready PlanetScope v1.0.0, we will set pixels marked as “suspect” in the PlanetScope scene's mask to NODATA (0) to ensure data integrity in the final product. This change addresses previous practices where these pixels were masked but retained a value of 7, leading to inconsistencies. This adjustment may lead to oddly shaped patches of NODATA values in the output.Improved inter-quadrant radiometric and geometric consistencyAnalysis-Ready PlanetScope creates daily composites of PlanetScope imagery. Previously, each quadrant of an Analysis-Ready PlanetScope tile independently selected one of the TOA reflectance scenes acquired over that quadrant as a radiometric and geometric reference for compositing the scenes. Beginning with Analysis-Ready PlanetScope v0.3.0, the algorithm now selects, where possible, the same scene as a reference for each quadrant. This results in a slight improvement in inter-quadrant consistency.Fix a bug that omitted small numbers of pixels at scene boundariesv0.3.0 of Analysis-Ready PlanetScope fixes a bug that caused small numbers of pixels to be lost along scene boundaries while compositing. Increase slope threshold for topographic correction Analysis-Ready PlanetScope v1.0 addressed topographic correction-induced artifacts due to over-correction by increasing the slope threshold for processing from 5 degrees to 10 degrees. This adjustment is expected to reduce the occurrence of artifacts and improve the overall quality of the corrected data.Fix a bug that caused ARPS to miss delivering valid dataWe identified an important issue where missing data in one Analysis-Ready PlanetScope processing chunk prevented the creation of the entire Analysis-Ready PlanetScope tile, which is not ideal for consistent data availability. As of Analysis-Ready PlanetScope v0.3.0, the issue has been addressed, ensuring tiles will be created if data from one or more chunks is present.Remove seam lines between chunks via blendingInter-chunk blending is introduced in Analysis-Ready PlanetScope v0.3.0, aiming to minimize sharp boundaries while addressing the risk of contaminating clear-sky pixels due to differing cloud masks at the chunk borders. The solution maintains cloud mask values during QA tile merging to create an overlap mask that matches the centerline between chunks.Improvements to MetadataRemoved QA band 3Analysis-Ready PlanetScope v1.0: QA band 3 reports the number of calibration reference scenes. In practice, we've rarely, if ever, used it for QA checks, so we removed it from the Analysis-Ready PlanetScope both to avoid confusion from users and to reduce the maintenance burden on ourselves.Include metadata from the QA tif in STAC itemsAnalysis-Ready PlanetScope v1.0: Metadata from the QA TIFF files is now in STAC items. This enables metadata-only access, which allows systems to filter data before download. This feature can enhance efficiency by reducing unnecessary data transfers. Include solar azimuth and elevation in QA tiff metadataAnalysis-Ready PlanetScope v1.0: Average solar azimuth and average solar elevation per scene is now available in the metadata. Values for each key are formatted as comma-separated lists of "key[scene_index]", where the angle is rounded to two decimals. Allow daily deliveries to run through high-latitude blackout periodsAnalysis-Ready PlanetScope v1.0: We addressed a bug for blackout periods where the sun angle might be too low for imaging. We now allow daily deliveries to run through high-latitude blackout periods rather than returning errors. Analysis-Ready PlanetScope will only provide data only when a PlanetScope observation is available.Include color interpretation metadata Analysis-Ready PlanetScope v0.3.0: Include color interpretation metadata in tiff delivery to aid in displaying data in programs such as QGIS.Fix to band central wavelengths reported Analysis-Ready PlanetScope v0.3.0: The central wavelengths of each band were corrected in the data’s STAC items. Consistent NODATA values between cloud mask and scene mask Analysis-Ready PlanetScope v0.3.0: Changes to ensure that the QA layers (cloud mask, scene traceability mask, and number of references) consistently have NODATA values.Additional ResourcesIntro to Analysis Ready PlanetScope (ARPS), Planet University Analysis-Ready PlanetScope documentation Analysis-Ready PlanetScope Technical Specification  PlanetScope Overview   

Related products:PlanetScope

✨ Product Update: Reserve Quota for Planetary Variables ✨

Reserve Quota for Planetary VariablesPlanet is excited to share some improvements we’ve made to make it easier to access and deliver Planetary Variables from the Planet Insights Platform.What’s New?We are introducing several key enhancements to streamline your workflow: You no longer need to reach out to your Customer Success Manager or Technical Support to reserve quota for your areas of interest in Features Manager. You can reserve quota directly using the Features Manager app or the Quota API. You can request data via the Subscriptions API immediately after reserving quota for your areas of interest. You no longer need to contact your Customer Success Manager or Technical Support to know when data has been created for your areas of interest. Your Subscriptions API request will show a pending status while data is being prepared. How Does It Work?Follow these steps to enable access to Planetary Variables in your areas of interest by reserving quota, and to deliver your data via the Subscriptions API. These steps can be fully automated using Planet APIs.Log in to Features Manager at Planet.com/features and upload your areas of interest to a Feature Collection. You can also upload using the Features API. After you save your Areas of Interest (AOI) open the Feature Collection that contains the AOI you would like to reserve quota for. Next to Search by feature name, click Reserve Quota and the Manage Quota panel opens. Select the data product from the Manage Quota panel you want to reserve quota for. For example, Land Surface Temperature 100 m. Optionally, you can review the Features AOI and then click Reserve Quota. After quota is reserved for your Features AOI, request to deliver Planetary Variables data from the Subscriptions API using a GeoJSON or a Feature Reference ID (recommended). After you request Planetary Variables data using the Subscriptions API, your data may need to be created first. You can check the status of your delivery. A pending status may indicate that your data is being created for your AOI. Note: Steps 3 through 5 can also be automated using the Quota API.Additional ResourcesPlease explore the following documentation for further details:Features Manager documentation Features API documentation Quota API documentation Subscriptions API documentation 

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✨ Product Update: Sentinel Hub Batch Processing Version 2 ✨

Sentinel Hub Batch Processing Version 2Planet is excited to announce the latest enhancement to our data processing capabilities: Sentinel Hub Batch Processing V2.The Sentinel Hub Batch Processing (Batch API) enables you to request and process data over large areas and longer time periods—scaling your analysis while saving on time and Processing Units (PUs). With Sentinel Hub Batch Processing, you can: Automate the processing of large datasets Schedule batch jobs for efficient resource use Track and manage batch processing tasks through an intuitive dashboard  Additional ResourcesPlease take a look at the following Sentinel Hub Batch Processing capabilities resources for more information.Webinar: Batch Processing API Scale-up your eo-learn workflow using Batch Processing API blog post to learn how it can help you scale your processing. What’s New?The key new feature of Batch API V2 is that you can specify your tiling grid (including “sparse” tiling grids) to focus only on your area of interest, saving you time and processing units. This new version also brings many smaller improvements, such as finer S3 access management, detailed execution reports, standardized BYOC ingestion, and more! You can find more information about the changes in our BatchV2 API documentation and this Webinar: Scaling Data Access with Batch Processing V2. Some examples of custom tiling grids: legal boundaries over Germany with a sparse version for testing/training, and a combination of 2 UTM regions over Austria.What About Sentinel Hub Batch Processing V1?Batch Processing V1 is now entering maintenance mode and will be sunsetted on September 17, 2025. Please take action as early as possible to ensure that your integration is migrated to the V2 of the service. To facilitate your transition, please use the following resources:The migration documentation The BatchV2 API Demo sample notebook The last sentinelhub-py version  

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Planet Hosted Data Deprecation and End Of Life

Planet Hosted Data ExpirationPlanet-hosted data in Planet Explorer reaches the end of life on January 31st, 2025. After that date, you can no longer perform the following data options.Place orders in hosted data folders Apply data visualizations to hosted data in Planet Explorer  Stream hosted data from Planet Explorer using tile service links Sentinel Hub MigrationPlanet encourages users of hosted data to migrate their workflows over to Sentinel Hub by selecting to deliver to an image collection in Sentinel Hub instead of hosted data in the Explorer order modal.Sentinel Hub provides the following capabilities that are similar to hosted data.Organize and share data in Image Collections Apply multispectral visualizations in EO Browser Create and manage tile streaming links using the Sentinel Hub Configuration Utility As end-of-life approaches for hosted data, Planet will follow up with users and provide more information about migrating existing hosted data to Sentinel Hub. If you do not have Sentinel Hub and are interested in using it, Planet offers a Sentinel Hub 6 Month Access for Planet Customers. Sign up todayUSG Customers For USG Customers, there are no planned changes if you access Planet data through your ongoing USG workflows. If you physically host data with Planet, your customer success team is available to discuss your needs, requirements, and future changes to your workflow.Additional Resources Please take a look at the Planet Explorer Overview for more information.Refer to the following support resources: Planet Support FAQSentinel Hub FAQ

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✨ New Feature: Deliver Imagery from Planet Explorer to Sentinel Hub

Deliver Imagery from Planet Explorer to Sentinel Hub  Planet Explorer now supports delivery to Sentinel Hub imagery collections at image checkout. Use the Sentinel Hub option to deliver images. The following requirements allow you to deliver to Sentinel Hub from the Explorer Orders window.You must have linked your user accounts. See Linking Planet User to Sentinel Hub User. Optional: You can provide a collection ID to deliver to an existing SH collection. You can find your collections from the SH Collections Dashboard. If you don’t have an existing collection, click Continue. Your order creates a new collection for you.  Complete the order imagery steps.After your data is delivered to a collection, use the imagery analysis and visualization tools in the EO Browser or the Python SDK to create insights from your data. Accessing Data in the EO BrowserComplete the following steps to access PlanetScope data in the EO Browser.Access the Configuration Utility to set up the data visualization options. Click New Configuration and name your configuration. Create a configuration based on one of the template instances and scroll down to My PlanetScope Data - PSScene.  Specify a collection. You can search by name or ID. Click Create Configuration. The following page displays the different layers created. Options include true color, NDVI, and false color. If you select a template instance, other options will be displayed. Select Open in EO Browser from the saved configuration in the bottom left Service Endpoints section. The EO Browser opens, and you can visualize and perform light spectral analysis using your planet data.To learn more about creating custom configuration instances, refer to the Dashboard application help. Viewing Data in the EO BrowserNavigate to the spatial extent of your data on the map and set the time of interest range to encompass the date your imagery was captured. In the left panel, select the configuration as the data source and click search to find imagery that matches this criteria. From the search results, click Visualize to see your data. You can switch between different layers to visualize with different spectral analyses or band combinations. You can change the date to explore more imagery you deliver to the same collection.Additional Resources Please take a look at the Planet Explorer Overview for more information.Refer to the following frequently asked questions in our support resources: Planet Support FAQSentinel Hub FAQ 

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Announcement: User Authentication Services Migration

Planet Labs is performing engineering maintenance on the systems used for user authentication, which will result in user-visible changes to the platform. These changes will be deployed between early July and the end of August. User credentials (API keys and passwords) will continue to work without disruption. Important! Most of these changes are not expected to require user-facing downtime, but a brief outage in the functionality that links Planet and Sentinel Hub accounts will be required.User-visible ChangesThe user-visible changes include the following: User authentication services will be migrating from account.planet.com to login.planet.com Deep links into account.planet.com will not be maintained.  Please bookmark www.planet.com as the platform homepage and use the login link on this page. The format of the login prompts will be changing. The format of authentication emails (password reset, etc.) will change. Users who have not logged in within the last several years must perform a “forgotten password” password reset. The user must opt into this from the login screen, which is not automatic.Additionally, new user account security features will be enabled to protect accounts from brute-force attacks.What to ExpectUsers may experience additional authentication prompts during this maintenance period as systems gradually migrate on the back end. Depending on the user’s activity and status vis-a-vis the underlying platform maintenance work, users may experience new and old authentication services. This is to be expected and does not indicate a problem with the service.Thank you for your patience as we perform this system maintenance. These changes have prepared our internals better to serve future security needs, including enhanced user account attack detection/protection features, end-user multi-factor authentication, OAuth2 authentication for API access, and enterprise user federation. Note: None of these features are part of this migration, but this migration prepares engineering infrastructure for future work in these areas.

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