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elyhienrich
Community Manager 🌎
elyhienrichCommunity Manager 🌎
posted in 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!

2470
elyhienrich
Community Manager 🌎
Govind Kumar
Govind Kumar‎‎ 🌱
posted in Visualization APIs
NDVI values show in polygon(in MAP) like 10px

I am using “ogc/wms/” api and NDVI layer i am using //VERSION=3function setup() {    return {        input: ["B04", "B08", "SCL","dataMask"],        output: [            { id: "default", bands: 4 },            { id: "index", bands: 1, sampleType: "FLOAT32" },            { id: "eobrowserStats", bands: 2, sampleType: 'FLOAT32' },            { id: "dataMask", bands: 1 }        ]      };}function evaluatePixel(samples) {    let val = index(samples.B08, samples.B04);    let imgVals = null;    // The library for tiffs works well only if there is only one channel returned.    // So we encode the "no data" as NaN here and ignore NaNs on frontend.    const indexVal = samples.dataMask === 1 ? val : NaN;      if (val<-0.5) imgVals = [0.05,0.05,0.05,samples.dataMask];    else if (val<-0.2) imgVals = [0.75,0.75,0.75,samples.dataMask];    else if (val<-0.1) imgVals = [0.86,0.86,0.86,samples.dataMask];    else if (val<0) imgVals = [0.92,0.92,0.92,samples.dataMask];    else if (val<0.02

471
elyhienrich
Community Manager 🌎
Dino Horvat
Planeteer 🌎
Dino HorvatPlaneteer 🌎
posted in 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

971
elyhienrich
Community Manager 🌎
Dino Horvat
Planeteer 🌎
Dino HorvatPlaneteer 🌎
posted in 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!

781
elyhienrich
Community Manager 🌎
yys
yys‎‎ 🌱
asked in 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

661
furkanbacak
Planeteer 🌎
anonymoose300
anonymoose300‎‎ 🌱
asked in 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

591
furkanbacak
Planeteer 🌎
gblanco_links
gblanco_links‎‎ 🌱
asked in Analysis 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

571
furkanbacak
Planeteer 🌎
micTorino
micTorino‎‎ 🌱
asked in 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

601
furkanbacak
Planeteer 🌎
Isuniq
Isuniq‎‎ 🌱
asked in 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 

13910
Grega Milcinski
Planeteer 🌎
T
thiagoquinaia‎‎ 🌱
asked in 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?

751
elyhienrich
Community Manager 🌎
mseeber
mseeber‎‎ 🌱
asked in 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.

1071
Grega Milcinski
Planeteer 🌎
WFS
WFS‎‎ 🌱
asked in 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

1193
WFS
Daniel Baulé
Daniel Baulé‎‎ 🌱
asked in 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/       

1442
elyhienrich
Community Manager 🌎
JoaoSpin
JoaoSpin‎‎ 🌱
asked in Analysis 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  

721
elyhienrich
Community Manager 🌎
Angelo
Angelo‎‎ 🌱
asked in 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!

941
williamray
Planeteer 🌎
nsruiz00
nsruiz00‎‎ 🌱
asked in Data Access and Management 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! 

1102
elyhienrich
Community Manager 🌎
diego.bp
diego.bp‎‎ 🌱
asked in 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_

1654
diego.bp
Kudzai
Kudzai‎‎ 🌱
asked in Analysis APIs
INSTANCE ID

How do i get my Instance ID?I have the following scriptconst SENTINEL_CONFIG = {  instanceId: 'YOUR_INSTANCE_ID', // Replace with your Sentinel Hub instance ID  clientId: 'YOUR_CLIENT_ID',     // Replace with your client ID  clientSecret: 'YOUR_CLIENT_SECRET', // Replace with your client secret  layerId: 'NDVI'                 // Layer to display

951
matt.ballard
Planeteer 🌎
T
tecnologia‎‎ 🌱
asked in Analysis APIs
Some doubts about Processing API and PU usage

Hello everyone.I'd like to clarify a few questions regarding the Processing API and the use of Processing Units.About the Processing APIIs there any way, such as a REST API or endpoint, to retrieve only the dates of the images?Some Sentinel-2 L2A images, depending on the region, may have variations in temporal resolution. What is the explanation for this?About Processing UnitsDo you know if PUs vary when using the same request parameters but changing only the area? If there's no variation, how many PUs does it typically consume, for example, to process the NDVI of a 50-hectare area at 10-meter resolution?Thank you!

1402
elyhienrich
Community Manager 🌎
sentinel2
sentinel2‎‎ 🌱
asked in Analysis APIs
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?

2095
furkanbacak
Planeteer 🌎
Whu_JJ
Whu_JJ‎‎ 🌱
asked in Analysis APIs
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?

1312
Whu_JJ
J
Justin Leong‎‎ 🌱
asked in Data Access and Management 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!

7035
elyhienrich
Community Manager 🌎
Cedric
Cedric‎‎ 🌱
asked in Analysis APIs
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?

2491
sakvaka_env
jona
jona‎‎ 🌱
asked in Analysis APIs
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

1764
sakvaka_env
S
SentinelHub User
posted in Analysis APIs
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.

1872
A
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