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elyhienrichCommunity Manager 🌎

posted in Sentinel Hub

Welcome to the Sentinel Hub Subforum!

The Sentinel Hub Community will continue to thrive within Planet Community. We would like to encourage you to share your work, ask questions, provide product ideas and collaborate with the larger community. Should you have any technical issues or questions related to your account, please send them to support@planet.com. For anything related to Copernicus, ESA, and Sentinel Hub APIs hosted on Copernicus Data Space Ecosystem, please ask those questions on the Copernicus Data Space Ecosystem Community forum! Please let us know if you have any questions!

1880

11 months ago

matt.ballardPlaneteer 🌎

published in Planetary Variables

Open Data for Planetary Variables in Sentinel Hub

Planet recently released support for delivering Planetary Variables to Sentinel Hub. Check out this product announcement and this blog post if you’d like to learn more about what’s been released. To help you explore these new datasets and capabilities, we have also released open datasets for several of our Planetary Variables. We’ve opened these datasets to allow for anybody to explore what this data looks like or to test workflows.As part of this open data release, data is available for Land Surface Temperature, Crop Biomass, and Soil Water Content. There is 4 years of data from 2019 to 2022 across 4 areas of interest in Uruguay, India, Germany, and the US. You can explore more information about these collections here: https://collections.sentinel-hub.com/tag/planetary-variables/. By clicking through to the specific Planetary Variables, you’ll be taken to their open data pages, such as this Soil Water Content Open Data page.To make it simple to use these open datasets, they have

3191

1 year ago

jbyrum‎‎ 🌱

asked in Web Apps

Count of days with images meeting filter criteria in Explorer

I have an extensive list of small AOIs and am manually screening them to download the useful images for my project. Is there an easy method to get the total count of days with images that meet my filters and dates in each AOI? Each day shows up in the Daily Scenes panel and on the timeline at the bottom of the map, so this information exists, but doesn’t seem readily available. Thanks!

271

15 hours ago

sentinel2‎‎ 🌱

asked in Sentinel Hub

Sentinel-2 catalogue showing S2A and S2B transit on the same day?

On 28/03/2025 in UTM tile 32TMK the catalogue.dataspace.copernicus.eu gives me both S2A and S2B acquisitions.To date the catalogue has only ever showed one or other of the pair on a single date.Has anything changed?Or is there a bug in the catalogue?

935

15 hours ago

Whu_JJ‎‎ 🌱

asked in Sentinel Hub

Missing march data for downloading Sentinel imagery through AWS

I am using AWS API to download Sentinel-2 images, but I found that the interface can only download images before March of this year. I cannot retrieve the download or available image dates for images after that. What is the reason for this? And how should we solve it?

312

18 hours ago

harper269‎‎ 🌱

asked in PlanetScope

Best Practices for Visualizing Clear Pixels from UDM2 in ArcGIS Pro?

Hi all,I’m working with PlanetScope SuperDove UDM2.1 data in ArcGIS Pro and I’m trying to better understand how to interpret and visualize clear pixels in the UDM RGB composite.As I understand it, the default RGB band mapping is: Red = Clear Green = Snow Blue = Shadow To work around this, we’re also testing the individual UDM bands using Extract Bands and the Raster Calculator, creating binary layers like:Con("UDM2_B1" == 1, 1, 0) (assuming Band 1 = Clear), so that: 1 = clear pixel 0 = not clear This is giving us a more direct view of which pixels are flagged as usable. Are we on the right track with that approach?I'd love to hear how others: Visualize or validate clear pixels in RGB composites Work with UDM2 bands in ArcGIS Pro or QGIS Apply symbology or classification to quickly identify good pixels for analysis We’re using this for water quality and algal bloom detection, so identifying usable pixels accurately is important for our downstream work.Any advice, workflows, or

221

1 day ago

Haiyan Huang‎‎ 🌱

asked in PlanetScope

black lines in SR file

Hi,I found some black lines (low values ) in the NIR band of 20200224_152346_83_106b_3B_AnalyticMS_SR. Those lines do not appear in RGB bands, so I think they are not natural features.I m not sure how many files have the similar issue. Would you please check as NIR band is very important to our research. best,Haiyan

Javier Muro‎‎ 🌱

Hi. I’ve noticed that in some images (3/3 so far), the udm layer has some shifts across scenes for one same tile/overpass. This complicates the application of cloud masks. Is is something you are aware of? or is it rare and I was just unlucky? 5626519_3264221_2022-05-09_241c_udm25625958_3263610_2022-05-08_241c_udm25626519_3264220_2022-05-09_241c_udm2

2302

1 day ago

Justin Leong‎‎ 🌱

asked in APIs

Bad bundle type - unable to accept order

I’m currently trying to download images using the planet api for item_type “PSScene” and product_bundle “basic_analytic_4b”, but I’m getting the error of “Bad bundle type: 'basic_analytic_4b'”. I already migrated over from PSScene3b but it doesn’t seem to have worked.Is there a new bundle type for the PSScene?Thanks!

5535

1 day ago

Léo Rasse‎‎ 🌱

asked in PlanetScope

Non consistent surface reflectance values

Hello everyone, I am using PlanetScope Scene images already corrected in surface reflectance (Dove Classic) to assess the temporal changes of the vegetation cover on a specific site. As the site is about 30 km long, I need to use several tiles to cover the whole area. I have recently noticed that the reflectance values of the pixels of two overlapping images are quite different (even if the images were taken by the same satelitte, at the same time).Do somebody know why do I oberve this ? If yes, do somebody know how can I solve and obtain consistant surface reflectance values between overlapping tiles ? I thank you in advance for your answers, Léo

2887

1 day ago

Evangelia Efi Konstantinidou‎‎ 🌱

asked in PlanetScope

Issue with PlanetScope product type 'Harmonized'

Hi, I’m having issues with the ‘harmonized’ PlanetScope data products.I have been downloading several such scenes and after saving the extracted data folders on disk, the products seem not be the harmonized versions of the scenes. I posted a related question in the forum some months ago but I realize that, from my part I correctly choose the data product to be ‘harmonized’ (please see attachment temp_screenshot.jpg) while ordering. Nowhere in the downloaded files (.tif extension, manifest json file) is there an indication of the product being harmonized, it looks like an ordinary surface reflectance composite scene.For reasons I don’t understand, on the only 2 instances where I received properly annotated ‘harmonized’ products, the extracted folder had a different structure (attachment temp_screenshot_2.jpg). Usually each downloaded product gets extracted in a single folder that contains the ‘manifest’ and ‘catalog’ files.I would really appreciate some assistance/ clarifications here.

633

2 days ago

Isuniq‎‎ 🌱

asked in Sentinel Hub

planetscope aum tier 2 package purchase

GreetingsI am trying to purchase the “Planetscope Tier 2 package” but not getting the option to opt for the subscription. I’ve attached the image below for your reference. Could you please help me with this?Kind RegardsIsaac

548

2 days ago

spacex‎‎ 🌱

asked in Integrations

Integrating Planet Labs Satellite Maps with Mapbox for a Consumer Mobile App: Product and Pricing Questions

I’m interested in integrating Planet Labs satellite maps into a consumer mobile app using Mapbox. Could someone explain how I can achieve this and which specific Planet Labs product would be best suited for this use case? Additionally, I’d like to know if the pricing is based on per-map-load costs tied to a specific resolution. Any insights would be greatly appreciated!

993

3 days ago

Cedric‎‎ 🌱

asked in Sentinel Hub

Sentinel-3 SLSTR WMS not working

I have Configuration with using Sentinel-3 SLSTR layer.The request return https://services.sentinel-hub.com/ogc/wms/xxxxxx?transparent=TRUE&tiled=true&version=1.3.0&service=WMS&request=GetMap&styles=&format=image/jpeg&layers=S3-F1&bbox=56.25,22.5,61.87499999999999,28.125000000000007&width=256&height=256&crs=EPSG:4326 return the error:Requesting only remote collections is not allowed. At least one requested collection must be hosted by the API endpoint. Please use one of the following endpoints with your request: creodias.sentinel-hub.com.If I replace domain to creodias.sentinel-hub.com in request It 301 redirect to webpage https://www.sentinel-hub.com/How to use Sentinel-3 SLSTR right?

341

4 days ago

jona‎‎ 🌱

asked in Sentinel Hub

Sentinel-1 C Availability

Hi,First of all, thank you so much for all the incredible service you provide to the community. Our work would be so much harder without you!My question is when we might be able to expect a regular ingestion of the S1C data into the AWS Registry of Open Data?Very much looking forward to have it streaming into our application through that channel.Best,Jonahttps://cerulean.skytruth.org

674

4 days ago

SentinelHub User

posted in Sentinel Hub

RAW sentinel-1 data preprocessing

Hello, I have been trying to pre process the RAW sentinel-1 data to get tiff image but I am struggling to do it. please someone help me. my file looks like this “S1A_IW_RAW__0SDV_20230331T165601_20230331T165634_047891_05C130_68FE.zip” inside this zip file there are multiple .dat files. If anybody know how to pre process with corrects steps in snap software or in MATLAB. please drop your answers here.

1372

5 days ago

grit_nm‎‎ 🌱

asked in APIs

Expanding Batch Order Options Beyond Major Cloud Providers: Can Customer-Owned S3 Storage Replace Hosted Solutions?

Are batch orders exclusively supported on hosted cloud servers, or can customers use their own S3-compatible storage? In other words, why are we locked into providers like AWS and Google Cloud? Customers without access to those cloud services can take advantage of the subscription and tasking services offered by Planet. Is it possible to develop a batch order solution that’s more universally accessible without requiring specific cloud platforms?

791

6 days ago

herolobster‎‎ 🌱

asked in PlanetScope

how to purchase imagery with low revisit rate but wide range (probably global)

I am working on a geopolitical science project on a weekly basis, how to get the PlanetScope global image within 30 days but with a low revisit rate? I've noticed the MONITORING PLAN, but a high revisit rate doesn't fit my needs. Thank you!

2254

6 days ago

Haiyan Huang‎‎ 🌱

asked in PlanetScope

8b SR images have black strips

Hi,I’ve downloaded some 8b sr images, but I found they have some black strips across the image. (see below, band 4 of 20230214_080952_42_2447_3B_AnalyticMS_SR_8bmore obviously in shortwave bands. would you please check?Best,Haiyan

2562

6 days ago

spacesense_team‎‎ 🌱

asked in Web Apps

SentinelHub Usage Monthly Statistics doesn't update quickly when a call is made

Hello, I was testing an API call to evaluate its cost, and I encountered what appears to be an issue with server-side caching. Here’s what happened:1. When I made the API call for the first time, the usage updated instantly.2. On a subsequent call, the usage did not update immediately and took much longer to reflect the change.3. I suspect that caching on the server side might be causing this delay.4. To troubleshoot, I added the Cache-Control: "no-cache" header in my request, and I then received an API response showing updated usage—different from what’s displayed on the dashboard.5. Because I frequently test single API calls to estimate the usage for larger jobs, having to wait several hours for the cache to expire is not ideal. Could you please disable caching for this endpoint in the dashboard to ensure the stats are updated in real time? Thanks, and feel free to ask any additional questions. What I used to do a non-cached call from my browser console:fetch("https://services.sentin

462

6 days ago

zekariab‎‎ 🌱

asked in PlanetScope

Failed to load planet-nicifi basemaps on GEE

I am getting the following error, when I try to load the basemap asset on GEE.ImageCollection.load: ImageCollection asset 'projects/planet-nicfi/assets/basemaps/africa' not found (does not exist or caller does not have access).

301

7 days ago

spacesense_team‎‎ 🌱

asked in Sentinel Hub

Mismatch in number of samples and scenes and how we can match them.

Hi, I am using the following evalscript to get S2L2A multi-temporal data for some AOIs.I see we have more samples than scenes (we use TILE mosaicking) and I understand we can have multiple acquisitions per scene. I am struggling to understand how can I map the samples I am generating to which scenes (productId) they belong to.I was wondering if there’s a way to do this correctly (maybe there is a way to use metadata from samples instead of scenes)?Thanks Spacesense Team//VERSION=3function setup() { return { input: [{ bands: ["SCL", "CLP"], units: "DN" }], output: [ {id: "scl", bands: 1, sampleType: SampleType.UINT8}, {id: "clp", bands: 1, sampleType: SampleType.UINT8} ], mosaicking: Mosaicking.TILE };}function updateOutput(outputs, collection) { Object.values(outputs).forEach((output) => { output.bands = collection.scenes.length; });}// function to generate a json file with a list of the acquisition datesfunction updateOutputMetadata(scenes,

937

8 days ago

belen‎‎ 🌱

asked in APIs

download image 8b surface reflectance with python

252 / 5.000 Hello, I'd like to know if it's possible to download an image with 8b surface reflectance using Python code. I managed to download it with 4b, specifying the "product_bundle": "analytic_sr_udm2" in the command. However, I tried adding 8b, but it didn't work.

291

10 days ago

kakhilv‎‎ 🌱

asked in Sentinel Hub

Configuring SentinelHub API using SHConfig() in AWS Lambda

Hello,I have deployed a Python function as a containerized AWS Lambda function, which uses sentinelhub-py to request Sentinel-2 images via the Process API. However, I am encountering an issue when initializing SHConfig(). It appears that SHConfig attempts to write to a local configuration file (config.toml) in the default directory (~/.config/sentinelhub/config.toml), which is not writable in the Lambda environment due to its read-only file system.Since AWS Lambda only allows writing to the /tmp directory, I tried redirecting the configuration there, but I still encounter the following error: Error configuring Sentinel Hub client: [Errno 30] Read-only file system: '/home/sbx_user****' My Approach:I am passing the client_id and client_secret as environment variables and attempting to initialize the configuration as follows: import osfrom sentinelhub import SHConfig, SentinelHubRequest# Retrieve credentials from environment variablesCLIENT_ID = os.environ.get('SH_CLIENT_ID')CLIENT_SECRET

871

10 days ago

mariah.hauckPlaneteer 🌎

posted in PlanetScope

Resources and Q&A - Agile EO: Aircraft Detection at Planetary Scale

In March’s Agile EO episode, we introduced Aircraft Detection—a new offering that provides near-daily monitoring of thousands of airfields globally, enabling trends and anomalies to be spotted. Watch the webinar on-demand. Below are common questions, and questions that we weren’t able to get to during the live event. Our hosts Justin Davis, Sr. Product Manager - Applied Machine Learning, and Adam Van Etten, Principal Data Scientist, have provided answers, plus resources to learn more. QuestionsQuestion: Can you track aircraft in flight? Answer: We can’t say for sure that a given aircraft is the same aircraft from one day to the next, BUT we can track how many aircraft are present at a given airfield each day AND whether the aircraft present are in the same positions as they were before. This can help indicate activity at a given airport/airfield and highlight anomalous behavior. Question: How big of an airplane can you detect?Answer: In our experimentation, we found performance for ai

260

16 days ago

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