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Sentinel Hub

Sentinel Hub, powered by Planet Labs, allows you easily perform spectral analysis and interact with Planet data without needing other software. Build solutions, analyze data at scale, and find insights in this powerful tool.

  • 2,545 Topics
  • 9,049 Replies
2545 Topics
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SentinelHub User
posted in Sentinel Hub
How to download timeseries data in CSV (table)

I created an NDVI graph for my region of interest but I can see only and it is not downloadable. Can we get time series of NDVI data as CSV?

2
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Different between doing coregistration from eo-learn and arosics?

I was trying to do image co-registration of two images using arosics and eo-learn. What is the difference in the methodology of both library. I tried co-registering MODIS and Landsat-8 using arosics. But it takes a lot of time on whole raster. Any example of co-registering specific bands of two images without downloading them and only download co-registered band of image.

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
My own images process into sentinel hub app

Is it possible to use the platform by uploading my own images if yes could please share a guide to Thanks

2
S
4 months ago
S
SentinelHub User
posted in Sentinel Hub
Download Pleiades data

Hi, I am trying to download the Pleiades data using the WmsRequest() function from sentinelhub Python library. I followed the instructions at point 17 of the documentation: Custom (BYOC) data adapting it to use my Pleiades collection: collection_id = <'my_id'> layer = '2_TRUE-COLOR-PANSHARPENED' config = SHConfig() config.instance_id = collection_id byoc_request = WmsRequest( data_source=DataSource(collection_id), layer=layer, bbox=rome_coords_wgs84, width=512, config=config ) but I got the following error: DownloadFailedException: Failed to download from: https://services.sentinel-hub.com/ogc/wfs/<my_id>?SERVICE=wfs&WARNINGS=False&REQUEST=GetFeature&TYPENAMES=DSS10-<my_id>&BBOX=11.573303%2C40.897678%2C13.573303%2C42.897678&OUTPUTFORMAT=application%2Fjson&SRSNAME=EPSG%3A4326&TIME=1985-01-01T00%3A00%3A00%2F2020-05-19T23%3A59%3A59&MAXCC=100.0&MAXFEATURES=1&FEATURE_OFF

2
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
[AWS] version of sentinelhub ==3.8

I am trying to download Sentinel 2 data from AWS S3 buckets. While for version 3.4.4 this goes ok, for higher versions of sentinelhub this does not work, as the ‘awstilerequest’ method is not found. While in the past version 3.4.4 was sufficient, for 2022 data this provides specific errors. Namely, due to a sentinel-product change to v4.0 the metadata files (in the qi folder) are no longer stored as gml files, but as .jp2 files. As sentinelhub 3.4.4 does not download these metadatafiles, I require sentinelhub 3.5.0. Unfortunately when installing sentinelhub > 3.5.0 I am unable to use the AwsTileRequest method…

6
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
No Results Found - Pleiades

Hi there! I’m new to the world of satellite imagery so please excuse my ignorance - trying to learn 😀 I would like to purchase Pleiades imagery, and followed the steps outlined in the tutorial video, but keep getting “no results found” for my area of interest. I’ve even tried setting the date range for 2+ years, cloud cover max to 100%, and selected all other commercial data sources to try and see if there is anything captured for my target area to no avail. I’ve subscribed to Sentinel EO but have yet to purchase Pleiades credits as I would like to ensure imagery is available before paying the fee for quota. Am I correct in my understanding that “no results found” means Pleiades has not taken any images of the AoI within the designated timeframe? If so, is there a way to order imagery for an area that has yet to be captured? Thanks in advance for your assistance!

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
How to display a layer when using a wms created in sentinel configurator on our portal

We are using the sentinel configurator to configure satellite layers and then we display these layers as a wms layer in our portal. We are struggling to display a legend for these layers. I followed the exact steps explained in https://www.sentinel-hub.com/faq/how-define-custom-legend without any luck. What am I missing? Any advice will be appreciated

4
S
4 months ago
S
SentinelHub User
posted in Sentinel Hub
Snap bandmath result

I get a result from bandmath in Snap，but i can`t export the result of bandmath ,how to export the result as geotiff or envi standard,help

2
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Pre-operational, operational, and reprocessed products?

What is the difference between pre-operational, operational, and reprocessed products?

1
S
4 months ago
S
SentinelHub User
posted in Sentinel Hub
cOMO INICIAR NECESITO CONOCER EL ÍNDICE

Qué procedimiento seguir para conocer indices SIPI y NDWI?, estoy interesada en conocerlos en fincas de Colombia.

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
AWS CLI Area of interest (AOI) query

Hi I am a novice on satellite imaging. Please help me regarding 3 simple questions? Simple questions regarding the AWS CLI? 1. Can I a specific piece of soil via an AOI geojason polygon file? 2. Can I get the NDVI value for above? 3. Can I download an image for the NDVI, without using another package to merge certain bands? Thank you very much

3
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Number of requests

Hello Team, Could you please help me to get how many requests are needed to process an image? I want to understand the number of requests that are taking for an image. Is there any way to query and get the details or could you please tell me how to check those details? Thank you!

3
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Getting NDVI values from sentinel 1 GRD

Are the NDVI or NRBI values that we get from sentinel 1 useful and is there any way to download the raw data for the same of a specific CRS.

2
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Planet Scope HUM - Tier 3 Order Help

I purchase a Planet Scope HUM - Tier 3 (top-up quota) via Sentinal, and when I run a search in EO and go to place an order the “Create order” button isn’t clickable. I am new to this a could use some guidance. Could you help?

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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Sentinel1 wms requests empty

Hi there, Currently I’m trying to use Sentinel1 data via Sentinelhub. I use the following configuration in the configuration Utility: { “@id”: “”, “id”: “SENTINEL1”, “title”: “SENTINEL1”, “description”: “”, “styles”: [ { “name”: “default”, “description”: “Default layer style”, “evalScript”: “return [2*VV];”, “dataProduct”: {} } ], “orderHint”: 0, “instance”: { “@id”: }, “dataset”: { “@id”: “https://services.sentinel-hub.com/configuration/v1/datasets/S1GRD” }, “datasetSource”: { “@id”: “https://services.sentinel-hub.com/configuration/v1/datasets/S1GRD/sources/3” }, “defaultStyleName”: “default”, “datasourceDefaults”: { “type”: “S1GRD”, “timeRange”: { “startTime”: { “type”: “ABSOLUTE” }, “endTime”: { “type”: “ABSOLUTE” } }, “mosaickingOrder”: “mostRecent”, “maxCloudCoverage”: 100, “temporal”: false, “resolution”: “HIGH”, “acquisitionMode”: “IW”, “polarization”: “DV” }, “instanceId”: “”, “layerId”: “SENTINEL1”, “userData”: {} } In the preview option within the configuration utility I see

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Country boundaries in EO Browser

Hello. The’re a mistake in the borders layer in EO Browser. The source of the border layer is OSM.org but for some reason someone decided it will a good idea to chagne the borders of the state of Israel in the data imported into EO Browser. The specific issue is the border inside Jerusalem. According to the Israeli policy, the whole area of the city of Jerusalem is part of Israel. I get that european organizations find it hard to accept it. But EO Browser border layer is not accurate even according to that policy, whice states that only the west side of Jerusalem is part of Israel, as is puts most of the city outside Israeli boundaries. I recommend use the original borders data of OSM.org to correct this mistake.

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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Monitoring PlanetScope Usage

Good day We are currently using the PlanetScope imagery and need a way of monitoring how much square Km we have available and how much has been used thus far? On the dashboard we can only find the total amount we purchased but no other information. Your assistance is appreciated. Kind Regards Rickus Swanepoel

3
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Average NDVI from a polygon

Hello, I’m getting started accessing the Process API (S2L1C) and I need to get the minimum, maximum and average ndvi from a polygon. I’ve already getting the TIFF file with the desired colors, but I don’t know where to start to get those values in the response. I’m using CURL and PHP. Any help would be appreciated.

6
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Quick start, hypothesis testing, budget

Hi! We are new to Sentinel Hub, at the moment trying to figure out, how to test our hypothesis. We will be grateful if someone correct our approach or point out what we understand wrong about the service. Any advice and comments are welcome) The issue is: there are several points on the earth (like 10-30), where we’d like to count specific objects twice a week or at least twice a month (the count may change in time significantly and we are interested in noticing it). The high resolution commercial data is needed for this Deciding if the service is suitable for this, we should check two things: The frequency of data update. This aspect could be checked on Sentinel Explorer subscription (via Requests Builder or EO Browser). We can see that any single source is not enough. But if we combine 2-3-4 commercial sources, the final average frequency of image update will be appropriate (like once a week) Then the next question comes up. Is data quality of this sources ok for our purposes, are

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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Sentinel1 Data in Geotiff for a large area

Background I want to process S1 GRD data for large areas(~700 sq.km) each for about 10 locations. So that is 7000sq. km. worth of data twice a week. I would like to preferably use Python and if possible process everything through SH platform. I have very limited experience with SAR data. I have mainly worked with optical data in the past. Data and Processing Specifications: I am using S1 IW GRD HiRes product (10m/px) data with orthorectification Once the orthorectified data is available, I am applying some form of speckle filtering on these images and then some thresholding technique for object recognition. I would like to store these pre-processed images somewhere in the cloud for later access for training data What I have tried so far: Simple CURL request through Python. Ran into issues downloading the geotiff images to work with on my local machine. I am assuming this is some syntax error on my part but this is probably not the best approach to achieve what I am doing SH python SDK

4
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
No display in QGIS

Hello ! I have an issue with SentinelHub WMS on QGIS. I configured my WMS layer and connexion is working well, I can see all images type available. But when I add it to my QGIS project, no image is displayed and in layer list under name of Sentinel WMS layer I have ‘the caption of an image obtained is corrupted’ something like that cause it’s written in French. Can you help to solve this?

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
Airbus Pleiades

Hello, I’m looking at the Airbus Pleiades quota package, and would like to know if there is any way to find out if there is satellite coverage over your AOI before purchasing? Airbus have this section on their website Ordering (intelligence-airbusds.com), the AOI I’m looking at (in NZ) hasn’t had any imagery in the last 6 months. Has anyone used that before and can confirm if the imagery results that show on the Airbus website are accurate or not? Thanks

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4 months ago
S
SentinelHub User
posted in Sentinel Hub
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!

1
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
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, Giampiero.

3
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4 months ago
S
SentinelHub User
posted in Sentinel Hub
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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4 months ago
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