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2785 Topics
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SentinelHub User
posted in Sentinel Hub
Processing API eval scripts and the Configuration Utility

Hi Sentinel Hub team, I’m transitioning some of my work from using the OGC API to the SenHub Processing API. Originally I would have set all my layers using eval scripts in the Configuration Utility then just used the instance id and layer name in my python scripts. Do I understand correctly that the Processing API doesn’t relate to the Configuration Utility and that I must therefore always provide eval scripts in my requests - i.e. I must handle the eval scripts locally and I cannot do it via the dashboard?

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SentinelHub User
posted in Sentinel Hub
Unable to place planet order after modifying it

Dear Team,We are unable to place an order after modifying one of the polygons recently. Here is the error that we are getting. please help.“error”: {“status”: 404,“reason”: “Not Found”,“message”: “No products were found for the given query.”,“code”: “COMMON_NOT_FOUND”}

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SentinelHub User
posted in Sentinel Hub
Colour scheme ndvi wms

Hi,I would like to know how can I personalize the NDVI WMS colour scheme in the “Advanced layer editor” within the “Sentinel Hub Configuration Utility”.In addition, I would like that a leyend appears when I open the WMS in a GIS Software.Thanks in advance,

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SentinelHub User
posted in Sentinel Hub
DEM in raster format for GIS processings

Hello there!First of all, I apologize for any improper use of this resource, but as a new user I still don’t know how to properly orient myself.I was wondering if the Sentinel Hub service allowed to directly download the DEM data in a geo-referenced raster format accessible through GIS tools (GRASS for example …) in order to perform land analysis.Thank you for your kind availability. 

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SentinelHub User
posted in Sentinel Hub
Byoc tool not working

Hello everyone, As I am having some issues creating and publishing a custom collection by myself, I decided to try the BYOC Tool. Regarding versions and artifacts: docker version of the tool is 0.6.0 github tagged versions don’t go beyond 0.2.4, although from my basic understanding of java, master is at v0.8.2 There is only a jar release for 0.2.0 The real problem is that I can’t get the docker (best version) to work. While trying to issue an ls (list) command on a collection I get the following output: docker run sentinelhub/byoc-tool --auth-client-id="xxxxx" --auth-client-secret='xxxx' --aws-access-key-id="xxxx" --aws-secret-access-key="xxxxx" ls c81342ef-fd52-4c89-95cd-27d6fbebeb86 2022-11-25 11:00:38,169 INFO [main]: Request id is byoc-tool-0.6.0-0a16bac1-0ff4-4827-9746-37c0181a46f3 2022-11-25 11:00:38,226 INFO [main]: Fetching location of the collection 2022-11-25 11:00:38,416 INFO [main]: Fetching an access token 2022-11-25 11:00:39,276 ERROR [main]: Error occurred with messag

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SentinelHub User
posted in Sentinel Hub
Requests Builder' with Sentinelhub'

Hello everyone, I am downloading a Sentinel 2 Level 2A image using “Requests Builder”. The problem is that it doesn’t let me adjust the resolution to 10 meters, it leaves me only the default resolution. Sentinelhub does not have the capacity to download a TIFF file from Sentinel 2 at a resolution of 10 meters? 

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SentinelHub User
posted in Sentinel Hub
Request Builder returns a white image

I’m using the Request Builder to check the tiles I uploaded in a BYOC collection. And the response is just blank. Here is the request review. curl -X POST https://services.sentinel-hub.com/api/v1/process \ -H 'Content-Type: application/json' \ -H 'Authorization: Bearer <your access token>' \ -d '{ "input": { "bounds": { "geometry": { "type": "Polygon", "coordinates": [ [ [ -1.595475, 9.535525 ], [ -1.536525, 9.535525 ], [ -1.536525, 9.594475 ], [ -1.595475, 9.594475 ], [ -1.595475, 9.535525 ] ] ] } }, "data": [ { "dataFilter": { "timeRange": { "from": "2023-01-18T00:00:00Z", "to": "2023-02-18T23:59:59Z"

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SentinelHub User
posted in Sentinel Hub
Contributing to Blue dot water observatory

The Blue dot observatory is has lot of unnamed water bodies. Is there way to contribute the missing names to these water bodies? GitHub GitHub - sentinel-hub/water-observatory-frontend: Frontend React app for... Frontend React app for https://water.blue-dot-observatory.com/ - GitHub - sentinel-hub/water-observatory-frontend: Frontend React app for https://water.blue-dot-observatory.com/

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SentinelHub User
posted in Sentinel Hub
Filter out cloudy scenes in Landsat/4/5

Hi, I’m trying out EO-learn modules and I’ve come across some problems filtering out cloudy scenes from the landsat 4/5 collection. What parameter should I pass instead of CLM, which is for Sentinel-2 : filter_task = SimpleFilterTask((FeatureType.MASK, 'CLM '), MaxCCPredicate(maxcc=0.05))

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SentinelHub User
posted in Sentinel Hub
Problemas con el Navegador Chrome en EO Browser

Buenas tardes. El problema lo tengo con el navegador Chrome, puesto que con Firefox funciona bien. Cuando intento hacer una búsqueda, elijo un Tema y un satélite, al pulsar BUSCAR salta el navegador pero se queda en blanco y no carga nada quedándose la web en blanco. ¿Existe una configuración predeterminada para el navegador Chrome?. Gracias.

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SentinelHub User
posted in Sentinel Hub
Data fusion from different sensors with sentinelhub-py

Hello, I;m interested into fusion between sentinel1 and sentinel2. I have gone over your post in your blog and also the documentation . My question is, as a sentinelhub-py user, is it possible to use data fusion from the configuration utility? I have tried to use the costum scripts , for example this one by use the script in the configuration utility and then run as wms request, but I got the 400 client error -server response: “Layer test not found”. I have also tried to write one by myself 🙂 //VERSION=3 function setup() { return { input: [ {datasource: "S2L2A", bands:["B01","B02", "B03", "B04","B05","B06","B07","B08", "B08A","B09","B11","B12"], units: "REFLECTANCE", mosaicking: "ORBIT"}, {datasource: "S1GRD", bands:["VV", "VH"], units: "REFLECTANCE", mosaicking: "ORBIT"}, ], output: [ { id: "default", bands: 14, sampleType: "FLOAT32" } ], } } function evaluatePixel(sample) { return ["B01","B02", "B03", "B04","B05","B06","B07","B08", "B08A","

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SentinelHub User
posted in Sentinel Hub
No able to get data from Sentine L1C and L2A from 24/03

Hello,For some reason I am not able to get images from 24/03 L2A and L1C (B08)? They are also not availabe on the playground page.I checked by other providers that there are new images Sentinel-2 L2A for this date already.Best regards 

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SentinelHub User
posted in Sentinel Hub
Sentinel-1 coherence products

Hello,Is it possible to provide Sentinel-1 coherence products, which can be downloaded via your Python API?With best regards, 

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SentinelHub User
posted in Sentinel Hub
Sentinel-2 Scene classification map

I’ve downloaded Scene classification map products of Sentinel-2 L2A (as GeoTiff, Popular Web Mercator) The Scene classification map had 3 bands, holding float numbers. However, this product should have only one band, where each pixel is an integer value representing the land cover class. Can someone explain this discrepancy?

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SentinelHub User
posted in Sentinel Hub
Select area of BYOC image using bbox/geometry in iypleaflet

Hello, I am writing with a request similar to a previous one using OpenLayers, which is figuring out how to select just a portion of a BYOC image. In this case, I am using leafmap (which is built on ipyleaflet) and its add_wms_layer function to do the display, which is calling ipyleaflet.WMSLayer (which builds on ipyleaflet.TileLayer). I can get the entire image to display in leafmap, but it will not show up when I try to confine it to the desired bounds, either using a WKT polygon passed in through keyword argument “geometry”, or with “bounds”, structured as [(xmin, ymin), (xmax, ymax)], or with “bbox” (which I don’t think is a valid argument) in conventional [xmin, ymin, xmax, ymax], or as ", ".join([xmin, ymin, xmax, ymax]). The relevant snippet is below, with hard-coded values for location: import leafmap.leafmap as leafmap import localtileserver url = "https://services.sentinel-hub.com/ogc/wms/<instance>" p = "POLYGON ((38.193 12.236, 38.193 12.249, 38.180 12.249, 38.180 12

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S
SentinelHub User
posted in Sentinel Hub
Integrations of data sourced from Statistical API with Analytics Platfrom

Hi, just wanted to know is there a way in which the data fetched from statistical API can be used to generate dashboards or analytics using tools like Power BI or Tableau. Would I have to save the data into a database, if so how should I do that, since the statistical API does not allow that. Is there anyother way also to do this ?

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SentinelHub User
posted in Sentinel Hub
AWS L2A differs from Science Hub product

NDVI processed from AWS S3 S2 (L2A) differs from Science Hub products. NDVI from AWS is lower than NDVI processed on the same obtained date from Science Hub products (systematic difference). As ESA mentioned, is that due to ESA updating the processing baseline since 25 Jan 2022?

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SentinelHub User
posted in Sentinel Hub
Downloading rate hit exception

Hi, I’m trying following process api request: from sentinelhub import (SentinelHubRequest,DataCollection, MimeType, CRS, BBox, SHConfig, MosaickingOrder,bbox_to_dimensions) config = SHConfig() bbox=BBox([451140,4931410,701140,5181410],crs="EPSG:32632") resolution=100 size= bbox_to_dimensions(bbox, resolution=resolution) #2500x2500 time_interval=("2022-10-01","2022-10-15") evalscript = """//VERSION=3 function setup() { return { input: [{bands: ["B02","B03","B04","B08","B8A","B11","CLM","dataMask"]}], output: [{id: "ndmi",bands: 1,sampleType: SampleType.UINT8,noDataValue: 0}, {id: "ndsi",bands: 1,sampleType: SampleType.UINT8,noDataValue: 0}, {id: "ndvi",bands: 1,sampleType: SampleType.UINT8,noDataValue: 0}, {id: "rgb",bands: 3,sampleType: SampleType.UINT8,noDataValue: 0}, {id: "date",bands:1,sampleType:SampleType.UINT8,noDataValue: 0 } ], mosaicking: Mosaicking.TILE

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SentinelHub User
posted in Sentinel Hub
Issues querying against Catalog API

I have an account created and can successfully get a bearer token, but have been unable to get anything but a 400 (Bad Request) returned from queries. I’m following: Catalog API I’m using python requests and placing my token in the header headers = {"Authorization": f"Bearer {token}", 'Accept':'application/geo+json'} sentinel_stac_url = 'https://services.sentinel-hub.com/api/v1/catalog/1.0.0/search' post_data = {"limit": 50, "datetime": "2023-01-01T00:00:00Z/2023-01-07T00:00:00Z", "collections": ["sentinel-1-grd"] } query_response = requests.post(url=sentinel_stac_url, headers=headers, json=post_data, verify=False)

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SentinelHub User
posted in Sentinel Hub
Alignment with Sentinel 2 grid

I am querying Sentinel 2 Data with a bound box (link to attribute in Python SDK) in WGS 84 (Lat/Lon, EPSG4326) coordinate system. The bound bo I need to do that as I need to provide the data to another application in EPSG 4326. What I see is that Sentinelhub is modifiying the pixel grid so that it fits into the queried bound box. So basically it seems to recalculate the data from the original grid to a grid fitting exactly into the bound box. My question is how this is been done and whether I need to fear inaccuracies because of that?

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SentinelHub User
posted in Sentinel Hub
Sentinel2 L2A SNS email subscription

Hi, i would like to get a SNS notification by email for the below ARN arn:aws:sns:eu-central-1:214830741341:SentinelS2L2A When i try to subscribe it give permission denied, is there any other way to get an email notification for the new scenes

192
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S
SentinelHub User
posted in Sentinel Hub
Reducing sentinel-hub processing units from workflow

Hello all,I have been working through the LULC python pipeline that uses a combination of eo-learn and sentinelhub.Does anyone have recommendations to reduce using processing units while testing the code?While learning these tools I chose an area about 1000 square km and after two attempts with the pipeline code have used 20,000 processing units and have no idea where the EOpatches are being saved. Something is being processed and it takes about 30 minutes to run, but after there are no ‘results’ and the output folder created remains empty. In the error report all executions failed with:KeyError: “During execution of task VectorToRaster: ‘lulcid’”I am looking to use google colab, so that may be an additional hurdle.I am not concerned about fixing a specific problem, but rather generally avoiding burning through a month of processing units with mistakes when implementing on a large scale.Is there a way to prompt the user during a workflow like the example for land use in Slovenia or oth

192
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SentinelHub User
posted in Sentinel Hub
Examples of Statistical API in javascript with axios

Hi all, This is more a javascript question than a Sentinel Hub question but I hope that some people here know the answer. I saw the announcement of the new statistical API and its documentation at: docs.sentinel-hub.com Examples of Statistical API Statistical API examples in Python and a Postman collection. To execute them you need to create an OAuth client. However I could not wrap my head around that axios/oauth business. I am able to use axios to get an access token to use the Catalog API, but I do not know how to use this access token as the “oauth” object shown in the previous link to make POST requests against the new statistical API URL. Has anyone managed to make work the whole pipeline? PS: the axios documentation was of no help either.

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SentinelHub User
posted in Sentinel Hub
WMS request of LANDSAT 8 level 2

Hello,I’m interested to use Landsat 8 images level 2 (surface reflectance).The problem is that it seems like this data collection is not available in WMS:for collection in DataCollection.get_available_collections(): print(collection)...DataCollection.LANDSAT8When I print information about this data collection seems like only level 1 is available :DataCollection.LANDSAT8>>> <DataCollection.LANDSAT8: DataCollectionDefinition( api_id: L8L1C catalog_id: landsat-8-l1c wfs_id: DSS6 service_url: [https://services-uswest2.sentinel-hub.com](https://services-uswest2.sentinel-hub.com/) collection_type: Landsat 8 processing_level: L1C bands: ('B01', 'B02', 'B03', 'B04', 'B05', 'B06', 'B07', 'B08', 'B09', 'B10', 'B11') is_timeless: False has_cloud_coverage: True )>In additon to that, when I try to create new Landsat 8 level 2 layer, it seems like not all the bands are available:How can I access this data collection?Best regards 🙂 

268
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S
SentinelHub User
posted in Sentinel Hub
Point Querys of random points

Hello, I need to calculate multi-year (2018 to 2021) satellite data from selected points, some of them far apart, in my project. The points happen to be over the whole Europe or most of them happen to be over Austria. What is the most efficient and accurate way to do this. Is it possible to do point queries? Current approach: Formation of a 20x20 m rectangle around the Observation Point. Query of cloud-free recording points. Query all multispectral data at these times.

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