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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!

1850

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

3181

1 year 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!

663

54 minutes 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

111

1 hour 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?

161

9 hours 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

584

9 hours 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.

422

2 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?

581

2 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!

2164

2 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

2542

2 days 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.

522

2 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

422

2 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).

201

4 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,

787

5 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.

281

6 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

821

6 days 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!

5434

7 days 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?

684

12 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

230

12 days ago

SentinelHub User

posted in Sentinel Hub

How to “remove” the clouds in an NDVI image AND return as 1 band

I am trying to download NDVI as 1 band with a Cloud mask. Esssentially I am trying to combine these two scripts and need some assistance. Cloud mask //VERSION=3 function setup() { return { input: ["B02", "B03", "B04", "CLM"], output: { bands: 1 } } } function evaluatePixel(sample) { if (sample.CLM == 1) { return [0.75 + sample.B04, sample.B03, sample.B02] } return [ 2.5*sample.B04, 2.5*sample.B03, 2.5*sample.B02]; } 1 band NDVI //VERSION=3 function setup() { return { input: ["B08", "B04"], output: { bands: 1 } }; } function evaluatePixel(sample) { var ndvi = (sample.B08 - sample.B04) / (sample.B08 + sample.B04); return [ndvi]; } It does not have to be these two scripts specifically, but if anyone has any suggestions on how to effectively combine these two i’d appreciate it. Thank you!

2703

12 days ago

lcfm_vito‎‎ 🌱

asked in Sentinel Hub

AWS S2 L2A corrupted product

Hi,this file (from product S2A_MSIL2A_20201104T083131_N0214_R021_T35PMP_20201104T110428)is corrupted: s3://sentinel-s2-l2a/tiles/35/P/MP/2020/11/4/0/R10m/B04.jp2 Cheers,Daniele

602

13 days ago

S.shagun‎‎ 🌱

asked in PlanetScope

Scaling and indices for bands for planet images

Hi,I am very new to remote sensing. I got raw images from planet scope for my area of interest through QGIS plugi. however before I calculate NDVI for my area. I need to normalised or scale the bands. I am using this formula lower_percentile = 30upper_percentile = 70y1=float(0.2)y2=float(0.5)def scale(band): # scale values for display purposes band = band.astype('float64') x1 = np.log10(float(np.percentile(band[band!=0], lower_percentile))) x2 = np.log10(float(np.percentile(band[band!=0], upper_percentile))) band[band==0]=np.nan band = np.log10(band) def equations(p): a, b = p return (np.log(a)-x1*b-np.log((1-y1)/y1), np.log(a)-x2*b-np.log((1-y2)/y2)) a,b = fsolve(equations, (1, 1)) band=1/(1+a*np.exp(-b*band)) return band. Can somebody please tell why could be different method for scaling and is there any paper which can recommend for scaling the planet images?

1455

18 days ago

samirach‎‎ 🌱

asked in Sentinel Hub

crop type

I have three questions regarding this topic:(1) How detect Crop Type using sentinel hub(2) How Crop types can be identified using vegetation indices(3) How collect NDVI Data from sentinel hub

462

20 days ago

wind‎‎ 🌱

asked in Sentinel Hub

When downloading Sentinel-2 L1C and L2A data from AWS public datasets, has the "Requester pays" been removed?

I am downloading Sentinel-2 L1C and L2A data from AWS public datasets, transferring approximately 1TB of data monthly from AWS to my office. According to the "Requester pays" policy, I should be charged for "data transfer fees from AWS to the internet".However, the AWS bill I received does not include this charge. Specifically, the data transfer metrics for the Frankfurt region show 0GB.My question is: Are users no longer required to pay data transfer fees? Has Planet assumed responsibility for these costs? Thank you.Additionally, my download command is: aws s3 cp requester s3://sentinel-s2-l2a/... The download succeeds without adding "--request-payer" to the command.

1433

20 days ago

dbarselow‎‎ 🌱

asked in Uncategorized

I need help

Hello, and thank you for allowing me into your community. I need help. On 2021 I fell the sidewalk was half shoveled of snow and ice is there any way I can prove this using satellite imagery? I sustained a traumatic brain injury from the fall and left me with lifelong symptoms. One other thing I am not sure of where to post my message.

601

20 days ago

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