sentinel2-cloud-detector
sentinelhub-py
| sentinel2-cloud-detector | sentinelhub-py | |
|---|---|---|
| 3 | 3 | |
| 400 | 783 | |
| 1.5% | 1.9% | |
| 5.9 | 7.5 | |
| 4 months ago | 15 days ago | |
| Python | Python | |
| Creative Commons Attribution Share Alike 4.0 | MIT License |
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sentinel2-cloud-detector
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Earth 2020 in 3 seconds, extracted from over 3 petabytes of satellite data | [OC]
You can find more info in this Jupyter notebook example, the first part is downloading the data (for this you need the account), but if you start later on with the assumption that you bring the data yourself. You can open the ticket if you run into any issues :)
sentinelhub-py
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how to find the NDVI index of a define area with python?
To download and process the satelite images this toolkit can help you: https://sentinelhub-py.readthedocs.io/en/latest/
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World Mosaic Time-lapse 2020 [3020 × 1510] [OC]
Overall description of used tools: - python: eo-learn and sentinelhub-py - gdal for GIS related stuff - ray for cluster computing
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[OC] here is the vegetation index (NDVI) of Australia in 2019, since you all loved Africa so much!
Python packages sentinelhub-py and eo-learn
What are some alternatives?
labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
earthacrosstime - Mastodon/Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.
biodivMapR - biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images
gdal - GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
eo-learn - Earth observation processing framework for machine learning in Python
eoreader - Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
gramps - Source code for Gramps Genealogical program
collections - Repository with information about openly available collections