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2779 Topics
elyhienrich
Community Manager 🌎
elyhienrichCommunity Manager 🌎
posted in Advanced Analysis APIs
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!

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elyhienrich
Community Manager 🌎
matt.ballard
Planeteer 🌎
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

3471
matt.ballard
Planeteer 🌎
Dino Horvat
Planeteer 🌎
Dino HorvatPlaneteer 🌎
posted in Advanced Analysis APIs
Update: Brightness Temperature Fix for Landsat 9 OLI-TIRS Level 1

We've recently fixed an issue affecting brightness temperature values for Landsat 9 OLI-TIRS Level 1 data, specifically applied to bands 10 and 11.Previously, the brightness temperatures were derived using the radiance multiplicative scaling factor, radiance additive scaling factor and thermal constants (K1 and K2) from Landsat 8 instead of Landsat 9. This led to small, but noticeable differences in the temperature values, typically by a few degrees.The correction has now been applied, so you should see more accurate brightness temperature values moving forward.Thank you for your understanding!

190
Dino Horvat
Planeteer 🌎
Dino Horvat
Planeteer 🌎
Dino HorvatPlaneteer 🌎
posted in Advanced Analysis APIs
Update: Introduction of Product IDs in scenes.tiles Metadata

We are introducing product identifiers (product IDs) to the scenes.tiles metadata in evalscripts. These product IDs are named after collections and offer consistent, collection-specific identifiers for each product.Learn more about the scenes.tiles metadata.Product ID Fields by Collection Collection Product ID Sentinel-1 sentinel1ProductId Sentinel-2 sentinel2ProductId Landsat ETM landsatEtmProductId Landsat TM landsatTmProductId Landsat MSS landsatMssProductId Landsat OLI-TIRS landsatOliTirsProductId HLS (Harmonized Landsat and Sentinel) hlsProductId These fields are now available in the scenes.tiles metadata object returned during evalscript execution.For collection-specific details, please refer to the updated documentation for each collection, for example: Sentinel-2 L1C Scenes Object documentation.WFS GetFeature Changes for Sentinel-2In the WFS GetFeature response

410
Dino Horvat
Planeteer 🌎
yys
yys‎‎ 🌱
asked in Advanced Analysis APIs
How can I download Sentinel-2 data with Tile ID

I'm trying to download Sentinel-2 L2A products using Sentinel Hub, but it's not working as expected. Currently, I'm specifying the area of interest using a BBOX, but ideally, I would like to specify a Tile ID and download all bands of the Sentinel-2 images captured during a specific time period.Is it possible to download data by specifying the Tile ID instead of a BBOX?If so, how can I do that?I'm using Python, and here is my current code, but I got an error ‘DownloadFailedException: Failed to download from:https://services.sentinel-hub.com/api/v1/processwith HTTPError:400 Client Error: Bad Request for url: https://services.sentinel-hub.com/api/v1/processServer response: "{"status": 400, "reason": "Bad Request", "message": "Your request of 90442.42 meters per pixel exceeds the limit 1500.00 meters per pixel of the collection S2L2A. Please revise the resolution (or corresponding width/height) to make sure it is in supported range.", "code": "RENDERER_EXCEPTION"}"’:import osfrom sentinel

161
furkanbacak
Planeteer 🌎
anonymoose300
anonymoose300‎‎ 🌱
asked in Advanced Analysis APIs
Is there a limit to the bounding box size when making requests using the Sentinel Hub API?

 I would like to download Sentinel-2 bands using Python and the Sentinel Hub API.Below is my code, first the two functions, and then the request.def download_function(start_date: datetime, end_date: datetime, save_folder: str, eval_script: str, aoi_box: tuple, config, time_step=2): """ DOC STRINGS Definition: Utilization of a while loop to define start/end dates (by default 2 week windows) in which to look and ultimately return the least cloudy scene using the subsequent scene_request() function. """ time_step_week = timedelta(weeks = time_step) current_date = start_date while current_date <= end_date: current_date_start = current_date current_date_end = current_date + time_step_week scene_request(cds = current_date_start, cde = current_date_end, sav

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furkanbacak
Planeteer 🌎
gblanco_links
gblanco_links‎‎ 🌱
asked in APIs
Sentinel 3 and Sentinel 5P not available

Hi,I have been using the Sentinel 3 SLSTR and Sentinel 5P collections for the past months but it has been a couple of weeks I am not able to download the latest data anymore.My python script (which have always worked for Sentinel 5P until now) is the following config = SHConfig()# OAuth client ID associated after secret creationconfig.sh_client_id = os.getenv('CLIENT_ID')# OAuth secret created onlineconfig.sh_client_secret = os.getenv('CLIENT_SECRET')config.sh_base_url = "https://creodias.sentinel-hub.com"sh_catalog = SentinelHubCatalog(config=config)search_iterator = sh_catalog.search( DataCollection.SENTINEL5P, bbox=city_bbox, time=(args.FROM, args.TO), fields={"include": ["id", "properties.datetime", "properties.eo:cloud_cover"], "exclude": []}, ) unique_timestamps = sh.filter_times(search_iterator.get_timestamps(), time_difference=tile_delta)but it raises Traceback (most recent call last): File "tools/download_sentinel5p.py", line 90, in <modul

81
furkanbacak
Planeteer 🌎
micTorino
micTorino‎‎ 🌱
asked in Advanced Analysis APIs
Sentinel 3 and Sentinel 5P not available neither on EO Browser nor for download

Hi,it has been a couple of weeks I have been trying to downloand Sentinel 5P and Sentinel 3 LSTR data via the python script I have always used but when I runsearch_iterator = sh_catalog.search( DataCollection.SENTINEL5P, bbox=city_bbox, time=(args.FROM, args.TO), fields={"include": ["id", "properties.datetime", "properties.eo:cloud_cover"], "exclude": []}, )unique_timestamps = sh.filter_times(search_iterator.get_timestamps(), time_difference=tile_delta)I get Traceback (most recent call last): File "tools/download_sentinel5p.py", line 90, in <module> unique_timestamps = sh.filter_times(search_iterator.get_timestamps(), time_difference=tile_delta) File "/nfs/home/blanco/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/sentinelhub/api/catalog.py", line 253, in get_timestamps return [parse_time(feature["properties"]["datetime"], force_datetime=True) for feature in self] File "/nfs/home/blanco/up2030/eo-air-quality/.venv/lib/python3.8/sit

121
furkanbacak
Planeteer 🌎
JJMax
JJMax‎‎ 🌱
asked in Web Apps
Tour breaks after third tip

In ExplorerClick HelpClick Take TourWhen you click on the Next button on the thrid tip the tour ends

342
elyhienrich
Community Manager 🌎
M
Planeteer 🌎
mariah.hauckPlaneteer 🌎
posted in Planetary Variables
Q&A + Resources - Agile EO: Updates to Planetary Variables for Agriculture

In the May Agile EO episode, we shared upcoming updates to Planetary Variables for Agriculture. Watch the webinar on-demand for more information. Below are answers to common questions and some questions that we weren’t able to get to during the live event. Senior Product Manager, Ariel Zajdband, provided answers, plus resources to learn more. Question: Are Planetary Variables available globally? Answer: Yes. Question: When are these updates to Planetary Variables available? Answer: 20 m Soil Water Content and Land Surface Temperature is available on June 1, 2025, and 3 m Crop Biomass on August 1, 2025. Question: I understand that the Planetary Variables have some restrictions, can you share what those are or where on Earth they aren’t available? Answer: Yes, the restrictions are actually related to slope and the presence of a dense vegetation cover as in rainforests. For more information you can check our documentation. In any case, we can test our data in your area to assess the feasi

50
M
Planeteer 🌎
belen
belen‎‎ 🌱
asked in PlanetScope
Same footprint?

Hello, I wanted to know if Planetscope images have the same footprint. For a defined AOI, is the pixel position maintained for images from different dates?

261
elyhienrich
Community Manager 🌎
Meridia
Meridia‎‎ 🌱
asked in PlanetScope
GEE app failed to load planet-nicfi basemap

Hi community,We are facing the same challenges as reported here: We see that the solution 9 months ago was solved with support team. Wondering if specific tickets are still needed as we are facing exactly the same challenge.Best,Vivian Ribeiro (Meridia's team)

281
elyhienrich
Community Manager 🌎
Isuniq
Isuniq‎‎ 🌱
asked in Advanced Analysis APIs
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 

13210
Grega Milcinski
Planeteer 🌎
T
thiagoquinaia‎‎ 🌱
asked in Advanced Analysis APIs
After migration Sentinelhub

Hi everyone, I’m a long-time user of Sentinel Hub services, and I’m currently facing issues after the migration to the new CDSE (Copernicus Data Space Ecosystem) platform. Previously, I was using the following endpoints for authentication: HUB_TOKEN_URL = "https://services.sentinel-hub.com/oauth/token"HUB_TOKEN_INFO = "https://services.sentinel-hub.com/oauth/tokeninfo" And I used to access data via: https://scihub.copernicus.eu/dhus After the recent transition, these URLs seem to be deprecated or redirected, and I’m not sure how to update my authentication workflow. I have already created an account at https://dataspace.copernicus.eu, but I couldn’t find a clear explanation of the updated authentication procedure. ❓ My main questions:  What is the new token URL I should use to obtain access tokens via API? Is there a new structure for authentication (e.g., using client_id, client_secret, etc.)? What is the new base URL for data access, replacing the old scihub.copernicus.eu/dhus?

281
elyhienrich
Community Manager 🌎
mseeber
mseeber‎‎ 🌱
asked in Advanced Analysis APIs
How do subscriptions behave when plan ends

HI!,I have the following plan Planet Monitoring & Processing - Region A - 2 500 ha (that was bought via sentinel hub), it ends on the 11 of June, I would like to know how do running subscriptions behave when the plan ends, will they be cancelled?, will they continue?.  I reviewed the offered plans and i saw that the one that i had is not offered anymore. Can I purchase the PlanetScope AUM - Tier 2 (740 usd per 50 ha pack) in the last day so I still have the subscriptions running or they will just last a day and charge me 740/365?. I saw that you are offering (via planet not sentinel) Global plan, If i want to extend the subscription, am I forced to buy that plan to extend the subscriptions? (Ideally I would need the tier 2 not the global due to cost issues)How do I manage this issue?Thanks!, I’ll be waiting your response.

431
Grega Milcinski
Planeteer 🌎
WFS
WFS‎‎ 🌱
asked in Advanced Analysis APIs
Sudden increase in PU usage

Hi,Since last week (May 5 2025) we face a sudden increase of PU consumption on Statistical API. The number of requests did not change, but our PU consumption is now 10 times higher than before.We are not aware of any change on our side and our traffic also did not change significantly, so we are searching for the source of the increase in PU consumption.Hasn’t something changed on the side of SentinelHub related to the calculation of PU?Thank you,Vit

583
WFS
Reza11
Reza11‎‎ 🌱
asked in SkySat
جریان رودخانه کارون

مسیر رودخانه کارون را چگونه از آسمان میتوان دید

311
elyhienrich
Community Manager 🌎
Daniel Baulé
Daniel Baulé‎‎ 🌱
asked in Advanced Analysis APIs
Issues with opensearch.sentinel-hub.com for images later than February

We’ve had a pipeline running for years now, whenever we need to process imagery for a new geometry, we use the sentinelhub python library to identify relevant historical images for said geometry.This library actually makes a simple request to the url http://opensearch.sentinel-hub.com/resto/api/collections/Sentinel2/search.json with the bounding box and date ranges.Recently, we’ve noticed that we haven’t been getting newer images. After some investigation, it seems that the endpoint is not properly returning newer images (since March, from our tests).As you can see, using a test bounding box we manually created a request to that endpoint, getting a total of 0 images since march:But increasing the range to February, we get images as expected:Searching directly for more recent data on the same tile, we can see that newer images do exist:aws s3 ls --request-payer requester s3://sentinel-s2-l2a/tiles/14/T/LL/2025/4/                           PRE 12/                           PRE 14/       

932
elyhienrich
Community Manager 🌎
JoaoSpin
JoaoSpin‎‎ 🌱
asked in APIs
No data available after February 2025 querying on opensearch.sentinel-hub.com

Hello,In my company we develop a service that querys sentinel data freely.The service relys on "http://opensearch.sentinel-hub.com/resto/api/collections/Sentinel2/search.json"  but it seems its only getting data until the month of February.Is the service no longer maintained ?What can we do to obtain the same data as before ?Best Regards,João  

361
elyhienrich
Community Manager 🌎
Richard
Richard‎‎ 🌱
posted in PlanetScope
Help for my cute cat!

Dear Planet Company,Hello, I am a fan from China. Recently, a cycling blogger I follow went through a very terrible setback. During his cycling journey, his beloved cat was poisoned and discarded. Since the area was extremely desolate and there were no available surveillance footage, I was wondering if Planet Company could check satellite images or real-time footage within a 5km radius of the following coordinates for the time frame below?Coordinates: 39°11'54" N, 88°55'36" ETime: April 15, 2025, from 16:00 to 19:00 (GMT+8)Thank you for your consideration.

402
Richard
Angelo
Angelo‎‎ 🌱
asked in Advanced Analysis APIs
Planetary Variables access

Hi, I’ve an Exploration account on SentinHub. Since I’ve read on the pricing section of the site that this kind of account would give me access to commercial data, I subscribed the Exploration account to obtain the access to the Planetary Variables. But, when trying to download data relativly to the Soil Water Content, I found I had no access to that.How does this happen? Is the Exploration account unsuitable for PV data? Thanks for the answers!

371
williamray
Planeteer 🌎
nsruiz00
nsruiz00‎‎ 🌱
asked in APIs
Order Limit for E&R (Departmental or Campus Package)

Is there a limit to number of orders, given that I use a E&R (Departmental or Campus Package)? I am in the process of requesting a large batch of orders through the API and expect the number of individual orders might exceed 10,000. Thank you! 

502
elyhienrich
Community Manager 🌎
diego.bp
diego.bp‎‎ 🌱
asked in Advanced Analysis APIs
error 500 issues using sentinelhub api

I have a script to retrieve time series of a combination of Sentinel-2 L1C bands and Sentinel-2 L2A assets like AOT, SCL, SZA, SAA, … for any given typically small (1x1 km) geometry, based on the examples here: https://documentation.dataspace.copernicus.eu/APIs/SentinelHub/Process/Examples/S2L1C.htmlIt has been working normally during the last year. I have my copernicus account, my client id credentials and I have consumed just 1% of the monthly PU available.I have made tests today and I’m experiencing non expected Error 500, of two kinds:{"error":{"status":500,"reason":"Internal Server Error","message":"java.util.concurrent.ExecutionException: java.util.concurrent.TimeoutException: Total timeout 1000 ms elapsed","code":"RENDERER_EXCEPTION"}}"error":{"status":500,"reason":"Internal Server Error","message":"java.util.concurrent.ExecutionException: java.lang.RuntimeException: Illegal request! URL: creo://sh_idx_s2l1c_2024_03/Sentinel-2/MSI/L1C/2024/03/01/S2A_MSIL1C_20240301T101941_N0510_

1004
diego.bp
M
Planeteer 🌎
mariah.hauckPlaneteer 🌎
posted in SkySat
Q&A + Resources - Agile EO: Fast, Flexible Tasking

In the April Agile EO episode, we introduced Single Order Tasking with our partners at SkyFi. Single Order Tasking allows you to fulfill ad hoc projects or individual tasks with a 100% online, pay-as-you-go self-service portal. Watch the webinar on-demand now or jump right in and get started with Single Order Tasking.  Below are answers to common questions and some questions that we weren’t able to get to during the live event. Our hosts, Mark Jeffrey, Partner Business Manager at Planet, and Claire Fundingsland, Customer Experience Director at SkyFi, have provided answers, plus resources to learn more. Question: What happens if my image is cloudy?Answer: For Flexible Tasking, we guarantee a maximum cloud cover of no more than 15%. For Assured Tasking, you are booking the satellite to capture an image at a specific date and time, so we recommend checking the forecast prior to booking to ensure a clear day as we do not guarantee a maximum cloud coverage for assured tasking. Question: How

280
M
Planeteer 🌎
AAPV
AAPV‎‎ 🌱
asked in PlanetScope
Slight spatial misalignment in PlanetScope/RapidEye imagery

Hello!I have a set of scenes of the same area, but there’s some slight misalignment between them (like 3 or 4 pixels), this usually isnt a problem, but I need the most precission possible for my use case (measuring coastal recession), so even a small misalaignment could change results greatly. This happens between images from different and same sensors, so it isnt a result of using different sensors (at least i dont think so),beacuse i have some that are correctly aligned. Also, i used the same AIO to download the images from PlanetScope, so the images have the same extent and are clipped to the same area.  My question is, is there any way to download scenes that are correctly aligned, or should I fix it manually? (or is there a faster way to automatically align them?)  Thanks everyone!

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AAPV
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