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Analysis APIs

Analytics API, Processing API, Asynchronous Processing API, Batch Processing APIs, Statistical API, and Batch Statistics API.

  • 2,579 Topics
  • 8,940 Replies
2579 Topics
S
SentinelHub User
posted in Analysis APIs
How to inquire available bands/properties of each product

Hi everyone! Are there any sources or codes to inquire the bands/properties of one product? For example, besides the spectral bands that have been listed in the Layer, how to inquire if there are any other quality bands (such as SCL of Sentinel 2) or properties (such as zenith angles and view angles) of this product? Thank you!

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S
SentinelHub User
posted in Analysis APIs
About Commercial Third-Party Data

Hi, regarding “Commercial Third-Party Data” I saw that it is possible to buy very high resolution images.Are the highest resolution images available Airbus Pleiades (0.5m panchromatic)?Will images from Pleiades Neo (0.3m panchromatic) be available for purchase in the future?Thank you very much for your attention.Ciao,.

572
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S
SentinelHub User
posted in Analysis APIs
By sky-sat image

Hi, As I have seen the pricing section, I have a question: According to the Planet Sky-Sat, the minimum request should contain at least 25KM^2. Can I request multiple separate polygons that the sum of their area is 25 KM^2 or more?(If no, how could I use the sentinel hub API feature that I could request an image for only a desired location polygon in order to not downloading the whole tile image specially for Planet SkySat?(I have done this for sentinel2)–> for example you could make a request for a small polygon in this link: Requests Builder)

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S
SentinelHub User
posted in Analysis APIs
Missing B08.jp2 on a tile /21/L/YH/2023/9/28

We have a script that processes new images from Sentinel2 L2A using the SNS topic, and it failed when we received the tile /tiles/21/L/YH/2023/9/28. I traced the failure to be caused by the missing B08.jp2 file on R20m: $ aws s3 ls --request-payer requester s3://sentinel-s2-l2a/tiles/21/L/YH/2023/9/28/0/R20m/ 2023-09-29 05:02:58 2421634 AOT.jp2 2023-09-29 05:02:59 17210521 B01.jp2 2023-09-29 05:02:58 27622134 B02.jp2 2023-09-29 05:02:58 28270089 B03.jp2 2023-09-29 05:02:58 28455085 B04.jp2 2023-09-29 05:02:59 29026069 B05.jp2 2023-09-29 05:02:59 31250516 B06.jp2 2023-09-29 05:02:58 31961826 B07.jp2 2023-09-29 05:02:59 28951828 B11.jp2 2023-09-29 05:02:58 27952977 B12.jp2 2023-09-29 05:02:58 32165408 B8A.jp2 2023-09-29 05:02:58 1754914 SCL.jp2 2023-09-29 05:02:58 33361871 TCI.jp2 2023-09-29 05:02:59 19532047 WVP.jp2 For comparison, here is the next date on this same tile, on 2023-10-03, which processed successfully on our script: $ aws

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S
SentinelHub User
posted in Analysis APIs
Purchase high resolution satellite imagery Gaza Strip

Hello All, My family is suffering from the war in the Gaza Strip, and they are now displaced, and we want to check on our area and our houses. Can I purchase high resolution satellite imagery in those areas or are there restrictions now? Pleas help us Thanks all

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S
SentinelHub User
posted in Analysis APIs
Statistical api token

Hi there, I am using statistical api to get some data but I have a problem with it token, every time I have to get new token because it expires quickly which is not a good practice is there any way I can evitate this problem

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S
SentinelHub User
posted in Analysis APIs
Sentinel Hub for search and download L2 data

Hi, I’m new to sentinel hub, but have been using sentinelsat and Copernicus for a while now. I am trying to see if I can switch to sentinel hub. The main reason is that Copernicus hub archives older products, so to get the old ones you have to request them first, wait for 24h and then try again. My use case is very simple: based on an input shapely polygon, a date range and cloud coverage, download all Sentinel Level2A products which match the criteria in SAFE format. After playing with a trial account for a bit, I have the following questions: Can I download products which are older than 12 months - which is the availability limit which Copernicus currently has? I think this should work since all data is stored in AWS already, no matter how old? Polygon-based search: Using sentinelsat, one could query SAFE “products” based on a shapely polygon. I see that with sentinel hub, you need a bbox instead, but that you can construct a bbox from a Geometry, which in turn can be constructed

553
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S
SentinelHub User
posted in Analysis APIs
Sentinel AWS CORS Error

I am developing a little library and probably an app to download/process Sentinel-2 data from AWS from within browsers. It seems that I can not make any Range requests to the server. I get a CORS error. Example code:let res = fetch( 'https://sentinel-s2-l1c.s3.amazonaws.com/tiles/32/U/MA/2017/4/30/0/B01.jp2', { method: 'GET', mode: 'cors', headers: { Range: 'bytes=0-100' }});Any chance that you will enable Range requests on AWS? I did a little research and as far as I understand you might need to enable “access-control-allow-headers:Range”.Thank you

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S
SentinelHub User
posted in Analysis APIs
How to use CRS for bbox that is not supported

Hi,I would like to use the CRS with the EPSG code 3035.However, this CRS is not suported yet in the sentinelhub library (Error in the BBox functionality).Is there a way to use my CRS instead of reprojecting back and forth? 

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S
SentinelHub User
posted in Analysis APIs
Visualising images from same day in EO Browser

Hello, I am building a dataset and need to scan through archival Sentinel-2 imagery and make a note of all clear imagery over a specific location. I am searching in Svalbard, where there are often two images per day due to the S2A and S2B orbits. For instance below, for 2021-08-17 there is an image at 12:58 and at 12:08. The cloud has moved slightly, so i need to check if the location is visible in both, one or none of the collected images. When i select visualize for each image, the view does not seem to change in the browser. I have tried adding each to the “compare” tool and they are clearly showing the same image. The calendar only shows the specific day, but i’m not certain how you can tell which image is displayed if there are two images on the same day. Is there a way to check this? Or for instance to restrict the search to S2A and S2B so i can scan through them separately? Also the list of images in the Discover tab resets to the beginning each time i go between Visualise and

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S
SentinelHub User
posted in Analysis APIs
Sentinel-1 data source settings as primary dataset?

Hello, Options for Sentinel-1 seem to be only possible if this is additional layer. Is it possible to set these options also if Sentinel-1 is primary dataset?

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S
SentinelHub User
posted in Analysis APIs
Create sentinel1 time series

Hello, I’m trying to create time series from sentinel 1 product. I have used the Sentinel Hub Feature Info Service (FIS) documentry . In the documentry is being done with sentinel 2 but I have tried to put sentinel 1. I have defined bbox and time interval but I get the error: with HTTPError:Failed to download from: long url 400 Client Error: Bad Request for url: … This is how I tried to do that: time_interval = '2019-08-01', '2020-08-01' bbox_coords_wgs84=[105.4284218,10.5659393,105.49221050,10.25053109] bbox = BBox(bbox=bbox_coords_wgs84, crs=CRS.WGS84) wcs_request = WcsRequest( data_collection=DataCollection.SENTINEL1_IW_DES, layer='BANDS-S1-IW', bbox= bbox, time=time_interval, resx='10m', resy='10m', custom_url_params={CustomUrlParam.SHOWLOGO: False}, config=config ) images = wcs_request.get_data() What am I doin wrong? My end goal- to have all the available images in list. to be able to display them and to run stats Thank you and happy holid

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S
SentinelHub User
posted in Analysis APIs
Custom visualization of Sentinel 1 VV

Greetings I would like to change the visualization of Sentinel 1 VV in dB by using another threshold (change the [-20,0] to other values). The area of interest is the ocean so the goal is to have a rich dynamic range at sea, even at the cost of having saturated values in land areas. I would also like to apply multilooks to reduce the speckle (by using spatial average with a determined pixel window of 3x3, 6x6, etc). I have the Matlab script but I am not familiar with Javascript or the functions that can be used in EO Browser. Would you be so kind to help me? Thank you

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S
SentinelHub User
posted in Analysis APIs
User e-mail Santinel-HUB

Hell all.How can I change my Santinel HUB Accaunt e-mail.thx.

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S
SentinelHub User
posted in Analysis APIs
Problem with request builder

Hello, I dont unterstand why the request builder shows other image sizes, then the function geo_utils.bbox_to_dimensions So for example, i have these coordinates: coord_corners = [12.787420957808262, 54.00935664138693, 12.861358080662724, 54.055644322669615] I calculate the image size with a resolution of 10m in x and y direction, like that: And i get for the image_size: 500x500. So, now i put the same coordinates in the request builder and set the resolution in x and y direction to 10 meter: And get this images sizes: I hope someone can help me! I tried it the whole day and dont get behind it…

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S
SentinelHub User
posted in Analysis APIs
COMMON_BAD_PAYLOAD using Request Builder and Sentinel 1 examples

I’m running this to try and request a time series of Sentinel-1 data for an aoi. from sentinelhub import SentinelHubRequest, SentinelHubDownloadClient, DataCollection, MimeType, DownloadRequest, CRS, BBox, SHConfig, Geometry config = SHConfig() # https://docs.sentinel-hub.com/api/latest/evalscript/v3/ # mosaicking of TILE means full time series returned without mosaicking evalscript = """ //VERSION=3 function setup() { return { input: ["VV", "localIncidenceAngle", "scatteringArea", "shadowMask"], output: [{ id:"s1_rtc_VV_area", bands: 2, sampleType: "FLOAT32"}, { id:"s1_rtc_angle_mask", bands: 2, sampleType: "UINT8"}], mosaicking: "TILE" } } function evaluatePixel(samples){ return { s1_rtc_VV_area: [10 * Math.log(samples.VV) / Math.LN10, samples.scatteringArea], s1_rtc_angle_mask: [samples.localIncidenceAngle, samples.shadowMask] } } """ bbox = BBox(bbox=[-63.335390675843286, -19.315383298843127, -61.39430647448334, -17.462644319757963], crs=

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S
SentinelHub User
posted in Analysis APIs
Pleiades ordering feedback

I’ve managed to successfully do a data search for Airbus/Pleiades data and get several results. However, if I try to simply order based on that successful search query (https://docs.sentinel-hub.com/api/latest/#/DATA_IMPORT_API/examples?id=order-using-query-1), I get this response: HTTPError: 400 Client Error: Bad Request for url: https://services.sentinel-hub.com/dataimport/v1/orders The query which works for search but not ordering: {‘provider’: ‘AIRBUS’, ‘bounds’: {‘geometry’: {‘type’: ‘Polygon’, ‘coordinates’: ()}}, ‘data’: [{‘constellation’: ‘PHR’, ‘dataFilter’: {‘timeRange’: {‘from’: ‘2020-03-01T00:00:00.000Z’, ‘to’: ‘2020-04-10T00:00:00.000Z’}}}]} Any assistance would be greatly appreciated!

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SentinelHub User
posted in Analysis APIs
If you choose the appropriate Planet package？

If I want to use Planet data for regular monitoring of 3000 hectares in Thailand, which packages do I need to order? When I choose Planet Monitoring & Processing, I am informed that I cannot order packages outside of region B.

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S
SentinelHub User
posted in Analysis APIs
Statistical API - Rate Limit errors

Statistical API - Rate Limit errors

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S
SentinelHub User
posted in Analysis APIs
PlanetScope ingestion status Failed

Dear SH team,Hope you are good and sorry to bother you again. I am writing this message since I got the status failed when I confirm my order for Planetscope.Maybe I did something wrong but the details of my request are as follows :query = {'provider': 'PLANET', 'bounds': {'properties': {'crs': 'http://www.opengis.net/def/crs/EPSG/0/32631'}, 'geometry': {'type': 'Polygon', 'coordinates': [[[409964.0490900841, 5345608.346626982], [409964.0490900841, 5345878.0089169], [410182.42239297874, 5345878.0089169], [410182.42239297874, 5345608.346626982], [409964.0490900841, 5345608.346626982]]]}}, 'data': [{'itemType': 'PSScene4Band', 'productBundle': 'analytic_sr_udm2', 'dataFilter': {'timeRange': {'from': '2020-05-01T00:00:00.000Z', 'to': '2020-06-30T00:00:00.000Z'}, 'maxCloudCoverage': 30, 'nativeFilter': {'type': 'StringInFilter', 'field_name': 'quality_category', 'config': ['standard']}}}]} response = oauth.post('https://services.sentinel-hub.com/

422
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S
SentinelHub User
posted in Analysis APIs
B04.index file missing for tile 48QUE on date 2022-04-03?

I’m getting what seems to be a 404 error from sentinelhub-py when trying to download an image of Sentinel-2 band B04 for a location in tile 48QUE on date 2022-04-03. It works fine for other bands with the same date and location, and it works fine for other dates with the same band and location. It fails for a couple locations that I tried within that tile. Code to reproduce: (instance ID and file paths have been modified for privacy) import datetime from sentinelhub import WcsRequest, MimeType, DataSource, BBox, CRS from sentinelhub.config import SHConfig config = SHConfig() config.instance_id = 'e847e6a9-c4cf-xxxx-xxxx-xxxxxxxxxxxx' req = WcsRequest( config=config, layer='B04', bbox=BBox(bbox=(103.5, 17.5, 103.501, 17.501), crs=CRS.WGS84), resx='10m', resy='10m', time='2022-04-03', time_difference=datetime.timedelta(hours=2), data_collection=DataSource.SENTINEL2_L1C, image_format=MimeType.TIFF ) req.get_dates() # returns [datetime.datetime(2022,

455
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S
SentinelHub User
posted in Analysis APIs
Landsat 7 ETM+ L2 Scan Lines

Hello, I want to get NDVI data from EO browser, using Landsat 7 ETM+ L2 for the following years: 2007-2022. I have some geojson files with all the polygons that i want to get data for. However, Landsat 7 has some scan lines with no values. Should i be getting NDVI values using these polygons? Will it be reliable? Are these values taken into account when I get the statistical info?

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S
SentinelHub User
posted in Analysis APIs
NDVI Image for specific area at a known date with no clouds from API

Hi, I wish to receive an NDVI image of specific area at a known date with no clouds from API. I thought of creating a new layer and configure it to show cloud data (as described in the Frequently Asked Questions). So the output of the service will give you array of all dates along with mean value of “cloud” for each of the dates. Mean value “0” means there are no clouds, “1” fully covered, “0.7” 70% covered. From the output I will ask for the specific image (GetMap) by inserting TIME=_last clear date_ and PRIORITY=mostRecent and MAXCC=100 . Will this provide me the specific image I want?

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S
SentinelHub User
posted in Analysis APIs
WMS GetMap with BBOX and GEOMETRY=POLYGON

WMS pagesentinel-hub.com WMS The Sentinel Hub Web Map Service conforms to the WMS standard. It provides access to Sentinel-2's 13 unprocessed bands and processed products such as true color imagery and NDVI. said BBOX is a required parameter, so the following request is correct when I try to have clipped imagery according to the specified polygon axis. WMS GetMap with BBOX and GEOMETRY=POLYGON However, the imagery response is also available without BBOX parameter as following. WMS GetMap with GEOMETRY=POLYGON Then I found out there are tiny shape difference between them. What is this difference? Which one should we request for this purpose? If BBOX is not necessary, that would be convenient .

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S
SentinelHub User
posted in Analysis APIs
Difference between NDVI in playgound app and OExplorer

Good day, I’am new here, so please exuse me for my stupid question. Why is Vegetation index (in Playground app) diferent from NDVI (in EO explorer) in apps of Sentinel Hub, even if it’s the same combination of bands? Is there any diference in visualization? Or its just that gray is red? Image of the same territory in both applications in attachement.

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