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2806 Topics
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SentinelHub User
posted in Sentinel Hub
Error 403: Invalid or expired account with Exploration Pack

I am getting the error 403: {“error”:{“status”:403,“reason”:“Forbidden”,“message”:“Invalid or expired account.”,“code”:“COMMON_INSUFFICIENT_PERMISSIONS”}} I bought the exploration package and should be therefore able to use the API, but still cant. I already tried two times to delete and recreate OAuth id and secret. Code: from oauthlib.oauth2 import BackendApplicationClient from requests_oauthlib import OAuth2Session # Your client credentials client_id = 'secret' client_secret = 'secret' client = BackendApplicationClient(client_id=client_id) oauth = OAuth2Session(client=client) token = oauth.fetch_token( token_url='https://services.sentinel-hub.com/oauth/token', client_id=client_id, client_secret=client_secret ) resp = oauth.get("https://services.sentinel-hub.com/oauth/tokeninfo") print(resp.content) def sentinelhub_compliance_hook(response): response.raise_for_status() return response oauth.register_compliance_hook("access_token_response", sentinelhub_complia

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SentinelHub User
posted in Sentinel Hub
PermissionError when export to GeoTIFF on Windows

Is there an issue when exporting eopatch to GeoTIFF on Windows machine? This is my code: for i in range(len(patchIDs)): eop_path = os.path.join(str(PATCH_FOLDER), f'eopatch_{i}') if os.path.exists(eop_path): eop = EOPatch.load(eop_path) export_tiff = ExportToTiff(feature=(FeatureType.DATA, 'BANDS'), folder=str(PATCH_FOLDER), config=config, crs=region.crs) export_tiff.execute(eop, filename=f'eopatch_{i}.tif') But I encountered the PermissionError like the following: PermissionError Traceback (most recent call last) ~\miniconda3\envs\eo-learn\lib\site-packages\fs\osfs.py in makedir(self, path, permissions, recreate) 336 try: --> 337 os.mkdir(sys_path, mode) 338 except OSError as error: PermissionError: [WinError 5] Access is denied: b'D:\\' During handling of the above exception, another exception occurred: DirectoryExpected Traceback (most recent call

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SentinelHub User
posted in Sentinel Hub
Notification on new images - PlanetScope

Hi, Is there a way to achieve notifications for new imagery of Planet data? Something like push notification. Or can you suggest a way to programatically get the information about new images in a BYOC collection (PlanetScope data)?

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SentinelHub User
posted in Sentinel Hub
MissingTileExceptions when downloading using sentinelhub.aws

I’m getting MissingTileExceptions consistently on some scenes:sentinelhub.aws --tile T15TTF 2018-11-06 --entire --folder /tmp/.sentinel-intakesentinelhub.aws --tile T14TQM 2019-07-27 --entire --folder /tmp/.sentinel-intakeOther scenes download just fine.Thanks

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SentinelHub User
posted in Sentinel Hub
Ordering images for future observation dates / Airbus Pleiades

Hi,I would like to order a specific image from Airbus Pléiades constellation, for a future observation date (like in the coming week). Unfortunately, on the EO Browser I can only order past observations. Can you give me the procedure to basically order an image over a specific piece of land ? 

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S
SentinelHub User
posted in Sentinel Hub
WMSRequest accessing multiple layer in one request

Hi, I am trying to request both true color image as well as firemask data for a specific time period for a specific bounding box. I tried with CustomUrlParam.EVALSCRIPT and it gives an error when requesting for get_data. Program works fine, when accessing using the single layer configured at sentinel-hub. Objective is to get the timelapse images for a specific bounding box, but with various layers in one call to minimize the API calls. If possible, I also would like to to get some metadata about the images (e.g. date taken, cc etc.) and access bot S2L1C and S2L2A in one API request. What can I do to get the images downloaded for this period, in a most effective way ? Should I be using different API? with HTTPError: 400 Client Error: Bad Request for url: https://services.sentinel-hub.com/ogc/wms/27c25b84-xxx?SERVICE=wms&WARNINGS=False&MAXCC=100.0&Quality=60&ShowLogo=False&EvalScript=CiAgICAvL1ZFUlNJT049MwogICAgZnVuY3Rpb24gc2V0d&BBOX=41.8682%2C-123.90931%2C41.8882

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S
SentinelHub User
posted in Sentinel Hub
Crop Type Classification

I have three questions regarding this topic: (1) What should I consider as inputs (for a machine learning model) when attempting crop type classification. Especially, when it comes to features, what strategy should I follow to attempt such a task. (2) I noticed that some people use image composites and NDVI composites, but they don’t provide the reasons for choosing such techniques, and to be honest this terminology is still not clear to me. (3) When using Sentinel L2A data, what kind of preprocessing techniques should I consider before using the data?

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SentinelHub User
posted in Sentinel Hub
MimeType.TIFF_d32f doesn't work

It seems like all the returned .tiff files use uint8 dtype from yesterday no matter what image_format are set. It works well before, but suddenly all the returns becomes uint8 type for unknown reasons. The CloudMaskRequest also raise error “Parameter ‘all_bands’ is set to False. Therefore expected band data with 10 bands, got 9 bands”

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SentinelHub User
posted in Sentinel Hub
NDVI actual values after colorblend method

Hi, we have created an NDVI colormap service of Sentinel image, with the colorblend method (because we need view the image in a color range) and when we consult this WMS service with request GetFeatureInfo we obtain three different values (out1, out2, out3) of the colors. Is it possible to obtain the actual NDVI values from these three values?.Thanks in advance, 

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SentinelHub User
posted in Sentinel Hub
White Image as Result

Hi everyone,while testing the requests I got a couple of images that were completely white even if my request was completed successfully, I suppose it happened because there weren’t any recent images about that specific location.I was wondering if there is a way (maybe through a paramenter sent back in the response) to know if I am getting this blank/white image in order to dynamically re-run the request process and update the date interval dynamically.Thanks in advance, 

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SentinelHub User
posted in Sentinel Hub
NDVI values from SentinelHub different from the ones calculates in Qgis

Hi, I’m worried i’m not getting the correct values for NDVI. When I first downloaded NDVI from Sentinel Hub EO Browser and imported to Qgis, the result was 3 bands which didn’t seem to be neither band 4, 8 or NDVI as, when trying to calculate NDVI from each set of values, it didn’t result in neither of the values. I’ve downloaded bands 4 and 8 and calculated NDVI in Qgis (values make since as they are from -1 to 1). However, I would like to confirm these values by downloading the NDVI raster with the correct values. I’ve already read the following links but nothing is matching my results. Could you please explain? Thank youhttps://www.sentinel-hub.com/faq/how-are-values-calculated-within-sentinel-hub-and-how-are-they-returned-output/https://www.sentinel-hub.com/faq/how-do-i-get-actual-ndvi-values/

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SentinelHub User
posted in Sentinel Hub
Delay data uploaded

Good Morning,I realiced that the data is been uploaded wit 3 days of delay and I can’t understand why. I have been waitnig for data from a land in Teruel, Spain, It shoulded be in the eobrowser on 30th March but is today 04th of April when it is on the website.

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SentinelHub User
posted in Sentinel Hub
URL call + Which layer to choose

Greetings,I am a newbie and I got lost in the documentation and the multiples choices.I would like to create a URL call in order to have as image of a satellite view without cloud, in order to create art maps. I went into Configuation utility, There are so many choices… which services should I use to have high quality no cloud satellite image ? I build my URL call:https://services.sentinel-hub.com/ogc/wms/MYTOKEN?request=getmap&bbox=-65.977921,48.952084,-65.901260,49.048642&LAYERS=TRUE-COLOR-S2L2A&SRS=EPSG:4326&CRS=EPSG:4326&width=4000&height=5000 For layers, I copy / pasted what I was seeing in ID layer in Configuration utility.I keep having this error message :I am wondering what is wrong with my request.Thank you for your help. 

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SentinelHub User
posted in Sentinel Hub
Problem downloading sentinel-2 products(.SAFE) with sentinelhub-py from AWS

Hello, I am facing the same problem downloading some sentinel-2 L2A products from AWS using SAFE format as described on the following issue from sentinelhub-py repository: https://github.com/sentinel-hub/sentinelhub-py/issues/116 It is mentioned on the issue that these specific products were reprocessed by sentinelhub and that a special name convention was introduced. I would like to know the structure of this special naming convention, so that I could identify these reprocesed products that will trigger the error. Besides that, is there any update on the resolution of the sentinelhub-py issue cited above? Thank you.

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SentinelHub User
posted in Sentinel Hub
Full area images VS part area images

HI ! Is there a way to download only full area images and get their date? I’m a bit stuck by this

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S
SentinelHub User
posted in Sentinel Hub
TileMissingException

I am trying to download images using AwsTileRequest with sentinelhub py . I have managed to get list of all the availble tile for given geoemtry with this script: search_bbox = BBox(bbox_coords_wgs84, crs=CRS.WGS84) search_time_interval = ('2020-11-28T00:00:00', '2020-12-09T23:59:59') wfs_iterator = WebFeatureService( search_bbox, search_time_interval, data_collection=DataCollection.SENTINEL2_L2A, maxcc=1.0, config=config ) imgs_id=[] dates=[] for tile_info in wfs_iterator: #print(tile_info) tile_id=tile_info['properties']['id'] date=tile_info['properties']['date'] imgs_id.append(tile_id) but when I try to download the images I get the TileMissingException. for i in imgs_id: tile_id=i print(tile_id) tile_name, time, aws_index = AwsTile.tile_id_to_tile(tile_id) print(tile_name,time,aws_index) bands = ['NDVI'] metafiles = ['tileInfo', 'preview', 'qi/MSK_CLOUDS_B00'] data_folder = './Aw

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S
SentinelHub User
posted in Sentinel Hub
CLM band issue with Qgis plugin

Hi, I’ve searched trough past posts and documentation but I wasn’t able to find clues on the following issue: I’m trying to use CLM band to mask out index output over cloudy pixels. I set the layer evalscript as follows: //VERSION=3 function NDI(a,b){ return (a-b)/(a+b) } function setup() { return { input: ["B8A", "B11", "dataMask","CLM"], output: { bands: 4 } }; } function evaluatePixel(sample) { if (sample.B8A == 0 || sample.B11 == 0 || sample.CLM==1){ return [0,0,0,0]; } else{ let NDVI=NDI(sample.B8A,sample.B11) let vmin = -0.8; let vmax = 0.8; let dv = vmax - vmin; let r = 0.0; let g = 0.0; let b = 0.0; let v = NDVI; if (v < vmin){ v = vmin; } if (v > vmax){ v = vmax; } let l1 = 0.35; let l2 = 0.48; let l3 = 0.52; let l4 = 0.65 let level1 = (vmin + l1 * dv); let level2 = (vmin + l2 * dv); let level3 = (vmin + l3 * dv); let level4 = (vmin + l4 * dv);

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SentinelHub User
posted in Sentinel Hub
Sentinel Install Error - Importing 'MosaickingOrder'

Hi! I was trying to play around with sentinel2 data and got the following error when trying to follow the documentation:cannot import name 'MosaickingOrder' from 'sentinelhub.constants' (C:\Users\Darren\Anaconda3\lib\site-packages\sentinelhub\constants.py) I have sentinel version 3.5.2 installed according to conda list

347
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SentinelHub User
posted in Sentinel Hub
Crop BYOC tile using OpenLayers WMS

I am using BYOC with WMS in an image labelling platform based on OpenLayers 3 (for legacy reasons). My BYOC collection consists of a series of Planet tiles reprocessed into 0.05X0.05 degree, non-continguous tiles. I am trying to limit the amount of the imagery read in to what I think is roughly 1 processing unit, which is a bounding box that is 0.0128 degrees on a side. However, my request returns the portion of the tile falling outside that bbox also, and each request consumes about 7 processing units at the default zoom level (14). I was therefore wondering if someone could kindly point me to how to correctly form the WMS with OpenLayers so that the imagery returned is confined to just the bounding box (as with the examples, which work for my collection). The portion of the OL code that defines the BBOX and makes the WMS request is here (it calls a true and false color version of the Planet image) : var image_box = new ol.source.Vector({ features: new ol.format.GeoJSON().readFe

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SentinelHub User
posted in Sentinel Hub
Couldn't create an order after migrating to PSSCene

Hi, We recently modified the planet order API config as sentinel requested to migrate from PSScen4Band to PSScene but got a 400 error code to check the latest image available to place an order. Please advice. Here is the API payload structure and URL. URL: https://services.sentinel-hub.com/api/v1/dataimport/orders {“collectionId”:“d7bba748-a3ce-466f-b936-xxxxxxxxxx”,“input”:{“provider”:“PLANET”,“planetApiKey”:“XXXXXXXX”,“bounds”:{“geometry”:{“type”:“Polygon”,“coordinates”:[[XXXXXXXXXXXXXXXXXX]]},“properties”:{“crs”:“http://www.opengis.net/def/crs/OGC/1.3/CRS84”}},“data”:[{“dataFilter”:{“timeRange”:{“from”:“2022-10-17T00:00:00.000Z”,“to”:“2022-10-31T23:59:00.000Z”},“maxCloudCoverage”:10},“harmonizeTo”:“PS2”,“itemType”:“PSScene”,“productBundle”:“analytic_udm2”}]}} Thanks

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S
SentinelHub User
posted in Sentinel Hub
Last month we made a payment for 7 months at once, but this month funds were again debited from the two cards, whitch linked to the our account.

Hello! Last month we made a payment for 7 months at once, but this month funds were again debited from the two cards, whitch linked to the our account. Please send the details to natali200818@umail.uz

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S
SentinelHub User
posted in Sentinel Hub
Shift between PlanetScope and Sentinel-2

We are facing this issue with pixels shift in PlanetScope and Sentinel-2 images. So, tried doing co-registration using Arosics but still final image doesn’t seem to align. So, do you have any example of co-registration of Sentinel-2 and PlanetScope using eo-learn.

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S
SentinelHub User
posted in Sentinel Hub
Data sources to monitor GhG emissions

I have been involved in environmental management for a number of years now and I am currently busy with research on projects focused on GhG emission reduction. I would like to make the correlation between if the investments made by investors/funders/donors/producers/emitters and even governments is independent verification/confirmation that the initial GHG emission reductions estimations are being realize and/or on track to being realize according to the project’s forecast models. I am independent but would really like to see some results. I was wondering if you can perhaps point me in the right direction on where to get historical and near real-time credible remote sensing atmospheric data for my research. Also, if you are aware of any land based data providers who are able to provide localized atmospheric data I would truly appreciate it. I hope to hear from you soon.

331
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SentinelHub User
posted in Sentinel Hub
Eo-learn + batch processing tutorial

Hello there, I’m new to sentinelhub, I’m developing a python application using eo-learn library. However, since I need big geographic areas, I’d like to use batch processing api. I’ve already followed this tutorial:Medium – 1 Apr 21 Scale-up your eo-learn workflow using Batch Processing API How to generate harmonized ML features over huge areas and not become broke. Reading time: 7 min read however the jupyter notebook walkthrough is not available anymore. Do you know where I can find additional material? Thanks (I’ve already set up S3 buckets and I’m paying access to Sentinel Hub Batch Processing)

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SentinelHub User
posted in Sentinel Hub
Sentinel 3 surface reflectance

Hi, Is it possible to get Sentinel-3 surface reflectance data (SY_2_SYN) via an API for a collection of sparse polygons (preferably Python)? By get data I mean to get\download clipped images or statistics for each polygon? (Unfortunately, it is not possible via Sentinel Hub Feature Info Service (FIS)) If not, what is the alternative to obtain such data? manually download–>clip–>calculate statistics?

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