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2782 Topics
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SentinelHub User
posted in Sentinel Hub
MAXAR failed orders

I’m trying to order a 5 km imagery (I take different locations) and every time I get one answer - DELIVERY_FAILED. What am I doing wrong? I’ve been trying for a month just to get at least a test shot

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SentinelHub User
posted in Sentinel Hub
Sentinel 5P data processing

Hello guys. I’m new to remote sensing studies and I’m having difficulty finding materials that include the basics of Sentinel 5P image processing. I would like information about pre-processing, on how to use SNAP and also how to finalize the result in software like QGis. Thank you!

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SentinelHub User
posted in Sentinel Hub
LULC raster in EO-learn tutorial example

SentinelHub team, hi,in you EO-learn tutorial LULC example (LULC = land use / land cover) as a reference land cover layer a shapefile is used. Can you provide also an example in which the reference land cover layer is a raster (Note: As it is common case, such raster layer is usually much bigger than the AOI).Regards and all the best for 2019!

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SentinelHub User
posted in Sentinel Hub
Any plan to add Envisat ASAR data?

Hello,Do you plan to add Envisat ASAR data to EO browser ? It would be usefull to have radar images older than Sentinel-1.

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SentinelHub User
posted in Sentinel Hub
API vs. EO Browser: images have different pixel size

Hi, I can’t understand why S2-L2A raw data downloaded via EO Browser have different pixel size from raw data downloaded via API request. I’ll try to show you better what I mean. I managed to download all S2-L2A’s raw bands value following the example shown in Sentinel Hub Process API — Sentinel Hub 3.3.2 documentation (sentinelhub-py.readthedocs.io). In addition to this, being that the maximum spatial resolution for S2-L2A is 10m (as documentation said, the bands with lower resolutions will be automatically upscaled), I set resolution = 10, when specifying bbox size. resolution = 10 betsiboka_bbox = BBox(bbox=betsiboka_coords_wgs84, crs=CRS.WGS84) betsiboka_size = bbox_to_dimensions(betsiboka_bbox, resolution=resolution) Checking the .TIFF file (2021-09-07.tiff) via QGIS, the pixel size seems to correspond. When downloading the same raw data via EO Browser (I used a .geoJSON polygon to call for the same bbox), I get images with different pixel size. This is what I get when I open “

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SentinelHub User
posted in Sentinel Hub
Catalog API: missing token error due to rate limiting?

Hi there! I’m running a ProcessPoolExecutor (concurrent.futures.process), to process data about various AOI in parallel. Each process (i.e. worker) is using SentinelHubCatalog and calls .search() method to query all tile URLs containing the given AOI. The worker looks something like this: def worker(bbox, date_interval): catalog = sentinelhub.SentinelHubCatalog() # Generate bounding box. search_bbox = sentinelhub.BBox(bbox=bbox, crs=sentinelhub.CRS.WGS84) # Request list of tile S3 paths which contain the AOI and whose cloud coverage < 50%. search_iterator = catalog.search( sentinelhub.DataCollection.SENTINEL2_L2A, bbox=search_bbox, time=date_interval, query={ 'eo:cloud_cover': { 'lt': 50 } }, fields={ 'include': [ 'properties.datetime', 'assets.data.href' ] } ) # Parse tile URLs generated by the Catalog

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SentinelHub User
posted in Sentinel Hub
Imagery Availability - 27/11/2020

Hi, I’ve noticed there’s a gap in some tiles for the date of 27/11/2020. For instance, 20HPE is one of them. This update is available at ESA. However, it’s not at RODA and not at EO Browser. Do you have any info on what happened? Kind regards

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SentinelHub User
posted in Sentinel Hub
Why are data offered in CRS 3857 or 4326 only?

Hello, I need to compare Sentinel-2 data of different sources. I noticed a difference in pixel size and orientation due to different coordinate reference systems of the data sources. If I download data directly from the Copernicus Open Access Hub, I get imagery in .jp2 format and EPSG:32633. Data from EO browser is not available in this format or reference system. Reprojecting the 32633 dataset into 4326 or 3587 or vice versa results in same pixel size, but a displacement of 4 meters. Is there a chance to get data from EO browser in EPSG:32633?

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SentinelHub User
posted in Sentinel Hub
Get tile ID with FIS request

Hello,I am running FIS request and I need to acess the tile ID that was used in the FIS request (per image) . is there any way to acess this information with FIS?thanks

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SentinelHub User
posted in Sentinel Hub
DEM dynamic stretch

Hi team,I was looking at the Copernicus_30 dem and what i was trying to achive is to stretch the dem color ramp based on the area that is in view.The reason for this is so we can better see the changes in elevation relevant to the view of the personIs this something that is possible please?Cheers

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SentinelHub User
posted in Sentinel Hub
Error message: There was an issue fetching data for S2L2A

I get the same issue message every time I search and for different products. I am new to this. Any suggestions?

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SentinelHub User
posted in Sentinel Hub
Sentinel data to EOPatch for set of dates

Hello, I have multiple areas (bboxes) and I want to prepare EOPatches, and each EOPatch should contain S2-L2A images for a set of dates (not date range). The problem is I can’t find a way using the eo-learn package to get S2 images for different dates at once, for example via SentinelHubInputTask. Using the code posted below, I get a ValueError: Trying to write data to an existing eopatch with a different timestamp. Is there a way inside eo-learn to pack all S2 images (all bands) for selected dates into one EOPatch (i.a. FeatureType.DATA, ‘BANDS’) and then save it? I also tried using EOExecutor with dates as different axecution arguments but, I was only able to get an EOPatch containing images for one date. It looks like the SaveTask overwrites EOPatch in every iteration of for loop. Code that returns ValueError: band_names = [‘B01’, ‘B02’, ‘B03’, ‘B04’, ‘B05’, ‘B06’, ‘B07’, ‘B08’, ‘B8A’, ‘B09’, ‘B11’, ‘B12’] add_data = SentinelHubInputTask( bands_feature=(FeatureType.DATA, ‘BANDS’), b

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S
SentinelHub User
posted in Sentinel Hub
Acquisition date stuck

How do I update the satellite photos? Each time I generate a photo it is unchanged and shows an acquition date of 11-05-21. Thanks.

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SentinelHub User
posted in Sentinel Hub
Airbus SPOT Package availability

Dear all,Would like to buy Airbus SPOT Package quota, but the buy button is disabled and marked as Unavailable.Is this a temporal issue? Have bought previously Airbus SPOT Packages without problems.Thank you very much for your feedback.Best

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SentinelHub User
posted in Sentinel Hub
Third party data download issues

Hello all, I am a very newbie using the Sentinelhub API. I currently have requested imagery of Pleiades, and I am trying to download it through the Sentinel Hub Python package by using the following code: So my question is, how can I download it to my disk in a tiff format? (I have already imported the libraries and set my credentials),* response = oauth.post('https://services.sentinel-hub.com/api/v1/process',* headers={"Authorization" : "Bearer {}".format(token)}, json={ 'input': { "bounds": { "properties": { "crs": "http://www.opengis.net/def/crs/EPSG/0/{}".format(4326) }, "bbox": [-46.74869460121712, -0.9729251789917431, -46.64665760474313, -0.889532997887468] }, "data": [{ "type": "CUSTOM", "dataFilter": { "collectionId": collectionid, "timeRange": { "from": "2017-06-16T00:00:00Z", "to": "2017-12-17T00:00:00Z

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SentinelHub User
posted in Sentinel Hub
Clarification - skysat

Hello sentinel-hub team, I would like to ask regard the sky-sat manual , in the highlights it says that “capacity to image an area of interest up to 10x daily” , I’m not sure I quiet understand this - is that means that potentially a specific point might have image 10 times a day? thanks

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SentinelHub User
posted in Sentinel Hub
How to get info about which satellite, L8 or L9?

Have found a Landsat 8-9 image covering Oslo Norway acquired on August 31st 2022. How can I find out whether it is Landsat 8 or Landsat 9 ??

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SentinelHub User
posted in Sentinel Hub
Optimizing Custom Scripts

I wonder whether it would make sense to optimize scripts, like to unroll loops and avoid map(), reduce(), etc.? Also, which interpreter/engine runs on the server? Does it support function inlining? THX.

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SentinelHub User
posted in Sentinel Hub
Question about Planet Billing plan

We’ve purchased a 999(for basic account) + 150(for Planet Scope HUM-Tier2) euro plan to obtain continuously updated image data of a certain area in the future. At the same time, we want to know whether this plan can download historical data of the area. If so, are there other restrictions?

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SentinelHub User
posted in Sentinel Hub
FIS service additional statistics?

Is it possible to get additional statistics from the Feature Info Service? Most useful would be median, but it would also be useful to have percentiles.

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SentinelHub User
posted in Sentinel Hub
Resolution of Sentinel Hub Images

Hi there! My question: Is it normal that the satellite images are very blurred at a resolution of 1m x 1m or 5m x 5m? My request: wms_true_color_request = WcsRequest(data_folder=“xxx”, data_source=DataSource.SENTINEL2_L1C, layer=‘TRUE-COLOR-S2-L1C’, bbox=bbbox, time=(‘2019-06-21’, ‘2019-06-25’), resx=‘5m’, resy=‘5m’, image_format=MimeType.TIFF_d32f, maxcc=0.2, instance_id=INSTANCE_ID) Or can you make any settings that the image becomes sharp? Thank you in advance for your answers!

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SentinelHub User
posted in Sentinel Hub
DownloadFailedException: Failed to download from

Hi! I am trying to download sentinel 2 data based on a list of ID’s, but I keep getting a DownloadFailedException. Below is my code (which is basically what is explained in the example notebook Accessing satellite data from AWS with Python), where titles is a list of around 240 ID’s (ex. S2A_MSIL1C_20160610T210932_N0202_R057_T04QGJ_20160610T210934), and with a for loop I am trying to download S2 products for each of these ID’s. I am not sure I understand the problem completely: Is it that the sentinel 2 product is not available anymore ? Can someone help me understand how I can ‘skip’ the problematic ID’s in the for loop ? CODE: from sentinelhub import SHConfig config = SHConfig() config.aws_access_key_id = ‘’ config.aws_secret_access_key = ‘’ config.save() data_folder = ‘./AwsData’ for l in titles: print(l) product_id = l request = AwsProductRequest(product_id=product_id, data_folder=data_folder) request.save_data() # This is where the download is triggered ERROR: DownloadFailedEx

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SentinelHub User
posted in Sentinel Hub
Planet Scope black RGB image

Hi guys, I’m working with third party data API, specifically PlanetScope Tier 2 data. I followed the online tutorial. I can receive thumbnails from the following link:https://services.sentinel-hub.com/api/v1/dataimport/collections/PLANET_SCOPE/products/{feature[‘id’]}/thumbnail Now I’m ordering data with https://services.sentinel-hub.com/api/v1/dataimport/orders I inserted the “collectionId” string. The obtained result has value “status created”. After that I used the following API to recover the final image, RGB firstly then NDVI, exploiting the previous “collectionId”https://services.sentinel-hub.com/api/v1/process I obtained a total black image. Why? Whats wrong? I’m using the following code, “True color” exampleExamples for PlanetScope I’m trying to recover data for a small area: about 2 ha. This is the ROi and the timestamps: timeRange = {‘from’: ‘2023-09-01T00:00:00Z’, ‘to’: ‘2023-09-05T00:00:00Z’} geometry = { “type”: “Polygon”, “coordinates”: [[[12.51388888888889, 43.1780556],[

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SentinelHub User
posted in Sentinel Hub
NDRE Index in EO Browser

How to perform an NDRE (NIR and Red-edge) Index within the EO Browser ?, Thx.

172
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S
SentinelHub User
posted in Sentinel Hub
Best Script for MODIS NDVI

Hey there, we’re integrating the MODIS Satellite in our platform, but we’re facing strange indexes results. Beetween Oct 17 until Jan 18 there is a lot of zero-index values that sounds a little strange. Here is a comparison between Modis and Sentinel This is the script we’re based to use in our instance. https://custom-scripts.sentinel-hub.com/custom-scripts/modis/indexdb/id_245.js Is there another script or any recommendation to use MODIS index ? Thanks.

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