Can anyone suggest good resources for learning Python for Remote Sensing, please?

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Can anyone suggest valuable open and free resources for learning Python for Remote Sensing, please?

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Lakshmi N. Kantakumar

Hello!

The following links might be healpful

For basic python and GIS

https://www.e-education.psu.edu/geog489/home.html

https://automating-gis-processes.github.io/CSC18/

For image classification there are numerous tutorials are available by using Scipy and sklearn, however, the specialized tutorials on RS images are very less. Though, you can apply these with modification by converting RS image to numpy array. and covert back that numpy array to image using arcpy's RasterToNumPyArray

The following links are helpful

https://scipy-lectures.org/ (Very useful)

https://blog.hyperiondev.com/index.php/2019/02/18/machine-learning/

Hope this helps

All the best

Frank Veroustraete

Hi Phan Cao,

I think that ENVI (Environment for Visualizing Imagery) has a low entry level which allows you to get to image classification fast. The algorithms are state-of-the art for many applications including land use and land cover classification in supervised and unsupervised classification modes.

Hence have a look at the follwinf site to know more about this software, which I have been using for years now in remote sensing applications. It can also include Interactive Diagramming Language (IDL) when you need to program very specific appliations.

Here is the website of ENVI:

https://www.harrisgeospatial.com/Software-Technology/ENVI

Lots of success,

Frank

Heba Y. Elbasiouny

For Python, there are some courses on coursera

please find the attached links for remote sensing

https://www.justspatial.com/gis-remote-sensing-free-courses/

https://gis.e-education.psu.edu/remote_sensing

https://www.coursera.org/lecture/gis-applications/remote-sensing-basics-wr6Kd

https://www.itc.nl/about-itc/organization/scientific-departments/water-resources/partners-for-water/principles-of-remote-sensing/#distribution-of-the-material-for-this-training

https://www.itc.nl/research/research-themes/4d-earth/geological-remote-sensing/

https://www.itc.nl/about-itc/organization/scientific-departments/earth-systems-analysis/geological-remote-sensing/

https://www.coursera.org/learn/spatial-analysis

Phan Cao Duong

Thank you all,