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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.

  • 2,546 Topics
  • 8,979 Replies
2546 Topics
S
SentinelHub User
posted in Sentinel Hub
How to use rasterio for rasterize and transformation of polygons?

Hi, I am new at this and I don’t quite understand how functions work. I have to transform a list of polygons that is in vector form into a raster mask, which should be geographically aligned with the NDVI image. I have the NDVI image and the list of polygons but I am not sure how to approach the problem. Thank you!

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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Halt a workflow based on condition

I would like to be able to halt a given workflow midway through processing if a certain condition is met, but without raising an error - I simply want to the linear workflow to not continue on to subsequent tasks. Is this possible? background: I’m running multiple workflows in an executor, one single Landsat scene per workflow. I want to be able to stop processing if the landsat scene fails a particular quality check.

450
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Uitilizing WTMS through python

Hi. I’ve been successful in utilizing the python sentinelhub library for Wcs and Wms requests. Now I’d like to utilize WMTS, which I think is better for my needs. Is it supported in the python library? If so, is there an example code for reference?

70
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
FIS request Histogram values

Hi everyone I have a question about the statistical meaning of the values corresponding to each bin in the JSON object. For e.g., in this request-response below do the values (highlighted in bold) correspond to the mean/median/edges of the bins? I know that when using python API you have the choice between three methods of histogramming. But, what is the method of classification used to build the bins when using HTTP FIS request ? I am using this request to call the following JSON object: https://services.sentinel-hub.com/ogc/fis/{instanceID}?MAXCC=20&RESX=10m&RESY=10m&VERSION=1.3.0&CRS=EPSG:4326&BINS=5&TIME=2019-02-19/2019-02-23&LAYER=CHL-REDEDGE&GEOMETRY=POLYGON(({lat,lng})) The JSON object: {“date”:“2019-02-21”,“basicStats”:{“min”:0.3884204626083374,“max”:0.8388482928276062,“mean”:0.7900610220334081,“stDev”:0.04977570334911637}, “histogram”:{“bins”:[ {“value”:0.42235938608646395,“count”:10.0},{“value”:0.48521589961918915,“count”:11.0},{“value”:0.59281

880
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
I can't create an order for PlanetSpace imagery

I’ve tried to place any order, but it always fails with the message “The products listed in the errors field were not found”. What can I do?

70
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Ndvi advanced script

Hello everyone, I would like to contact someone for the elaboration of a temporary script based on the ndvi. It is necessary that the script locate the date with the highest ndvi between the months of January and February for each pixel, and compare it with the date of the highest ndvi of the previous year in the same months, to obtain an anomaly of ndvi for each pixel. This is similar to the multitemporal script produced by the ibisa company, but my intention is to make another more advanced script. thank you

130
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Get_transform_vector - get transform in wgs84 (4326)

Hello, I´m using the get_transform_vector in order to get the transform of my bbox. The result recived in UTM. Is there any convenient way to get the results in WGS84? # Convert bounding box to UTM coordinates bb_utm = geo_utils.to_utm_bbox(bbox) transf = bb_utm.get_transform_vector(resx=10, resy=10) >>>(583932.1992386435, 10.0, 0, 2223772.1491772938, 0, -10.0)

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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Tile Missing Exception

Hi, I’m getting the error message when trying to download images again: S2A_OPER_MSI_L1C_TL_SGS__20190224T164104_A019197_T23MMN_N02.07 Traceback (most recent call last): File “teste_aws.py”, line 44, in teste_request(str(lista_de_tiles[i])) File “teste_aws.py”, line 15, in teste_request tile_name, time, aws_index = AwsTile.tile_id_to_tile(tile_id) File “/home/ubuntu/.local/lib/python3.6/site-packages/sentinelhub/aws.py”, line 684, in tile_id_to_tile tile_info = get_tile_info_id(tile_id) File “/home/ubuntu/.local/lib/python3.6/site-packages/sentinelhub/opensearch.py”, line 81, in get_tile_info_id raise TileMissingException sentinelhub.opensearch.TileMissingException Is possible verify integration with OpenSearch? Regards

220
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Mobile Apps Develop Help

I work as a website designer. Now I am starting to learn mobile app development.Can someone suggest the best tutorials?

300
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Download Product from AWS

Hello, I have installed Sentinel-2 on AWS CentOS AMI, and I want to access products in Canada the region, how can I set up datasource in sentinel-2 Web UI so it can automatically/Manually download from S3 bucket.

80
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Sentinelhub Dashboard won't process Paypal payments

When attempting to process payments for an Airbus Pleiades package, I receive the error “Something went with Paypal…” in red and the order remains as “Placed” in the billing history page. I have attempted to see if revoking the existing subscription and changing payment methods would help with this, but no luck. The same error appears when attempting to purchase a new subscription. Any advice? EDIT: Accidentally posted another message, but it appears that cards work fine. The problem is specific to Paypal.

80
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Can’t open SentinelHub in Chrome browser

I am signed in but can’t open EO Browser or access any Sentinel Hub images. What do I do?

340
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
RGB - HSI Transformation (and reverse)

Hi FolksBefore I go off and try to code a conversion between RGB and HSI values (and reverse transformation) does any one have the bones of a script?Many thanks

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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Issue to import name 'plot_image' from 'utils'

I am getting an error when I try to use: from utils import plot_image the error which I am getting: ImportError Traceback (most recent call last) ~\AppData\Local\Temp/ipykernel_6632/733020416.py in 9 from sentinelhub import MimeType, CRS, BBox, SentinelHubRequest, SentinelHubDownloadClient, DataCollection, bbox_to_dimensions, DownloadRequest 10 —> 11 from utils import plot_image 12 13 CLIENT_ID=‘76186bb6-a02e-4457-9a9d-126e4fffaed4’ ImportError: cannot import name ‘plot_image’ from ‘utils’ (c:\users\majid\appdata\local\programs\python\python39\lib\site-packages\utils_init_.py) This is part of the code I am using:#Import them import os import datetime import numpy as np import matplotlib.pyplot as plt import plot_utils from sentinelhub import SHConfig from sentinelhub import MimeType, CRS, BBox, SentinelHubRequest, SentinelHubDownloadClient, DataCollection, bbox_to_dimensions, DownloadRequest from utils import plot_image

200
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Finding corresponding Sentinel-2 data available through AWS

I have a Sentinel-2 data ID as : S2B_MSIL2A_20201006T052709_N0214_R105_T43PCT_20201006T075133.zip Now, I wish to download the data with the ID as mentioned above from AWS, I went through the naming convention mentioned over here https://roda.sentinel-hub.com/sentinel-s2-l2a/readme.html , but unable to comprehend how this can be done. I have two questions : a) How can I download the data from AWS with above ID ? b) I want to download the whole data as a zip file (not each file separately) ? Please suggest.

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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Sentinel 2 python

Hi everyone I downloaded Sentinel 2 data from the BigEarth archive, and I want to directly compress the ones with 3 RGB bands or compress to 3 or more bands multispectral RGB format, keeping only the RGB bands and discarding the others thanks in advance

120
S
7 months ago
S
SentinelHub User
posted in Sentinel Hub
Multi-temporal analysis with Sentinel-3

Hi, I would like to ask whether it is possible to use multi-temporal scripts with Sentinel-3? Thanks.

80
S
7 months ago
S
SentinelHub User
posted in Sentinel Hub
S1 missing data in AWS bucket

S1A_IW_GRDH_1SDV_20180501T003447_20180501T003512_021704_025706_D1EC The above mentioned data is present in Schi-Hub but not in AWS. Can anyone explain the reason?

240
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7 months ago
S
SentinelHub User
posted in Sentinel Hub
Add WMS layer to leaflet map using folium in python

Has anyone ever tried this approach or should I just learn javascript to do it?

310
S
7 months ago
R
rovieng‎‎ 🌱
asked in Sentinel Hub
Sentinelhub - copernicus and planet and the EO browser

I am a total novice trying to use sattelite data for our monitoring (and stopping hopefully) land encroachment in the forest we’re working in. I’ve been learning bit by bit QGIS - have been using the planet plugin for the monthly mosaics (with some issues i’ve mentioned in another post).We used to use the sentinelhub eobrowser until (i thought) it was discontinued last year and they told us to now use copernicus EO browser.Now back here at planet i see sentinelhub is back up! and i’m curious what the difference is between sentinelhub and copernicus.Also looking to add in these into my QGIS project -but wondering what the difference is .. they work similarly.. but are they indeed the same, is one better? or are both good? how different?All using only the free account options.A simple explanation as to how all these services are related would me much appreciated! Thanks so much. 

3402
R
7 months ago
elyhienrich
Community Manager 🌎
elyhienrichCommunity Manager 🌎
published in Sentinel Hub
Sentinel Hub Webinar: Satellite Data Empowering Environmental NGO Work

REGISTER HEREHow to use Earth Observation data to support communication and action for the environment?Earth Observation allows anyone to engage with verified, real-time information on many environmental issues. Social media gives users such as non-governmental organizations (NGOs) the opportunity to reach many people with their messages. Crises on a global scale can be illustrated in a compelling way using images and time series of affected locations, supported by a wide range of visualization tools that do not require geo-information skills. At the local level, satellite imagery enables accurate quantification of the temporal and spatial extent of environmental change, which can be used as evidence in legal cases. In addition to the freely available imagery from the Sentinel and Landsat satellites, high-resolution commercial imagery from Planet is also available at an affordable price.During this 30-minute live webinar, the presenter Andras Zlinszky will show you:How to search, find

870
elyhienrich
Community Manager 🌎
1 year ago
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