sentinelhub-py
sentinel2-cloud-detector
| sentinelhub-py | sentinel2-cloud-detector | |
|---|---|---|
| 3 | 3 | |
| 780 | 399 | |
| 1.5% | 1.3% | |
| 7.5 | 5.9 | |
| 9 days ago | 4 months ago | |
| Python | Python | |
| MIT License | Creative Commons Attribution Share Alike 4.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
sentinelhub-py
-
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/
-
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
-
[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
sentinel2-cloud-detector
-
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 :)
What are some alternatives?
earthacrosstime - Mastodon/Twitter bot that posts videos showcasing how random locations in the world have changed since 1984.
labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
gdal - GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
biodivMapR - biodivMapR: an R package for α- and β-diversity mapping using remotely-sensed images
eo-learn - Earth observation processing framework for machine learning in Python
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
gramps - Source code for Gramps Genealogical program
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.
collections - Repository with information about openly available collections