Blogs & Web portals
Here are some of the useful tutorials, blogs, websites, and other related information gathered from online resources.
Most commonly used software/packages for Remote Sensing data processing
Image processing software
ArcGIS
ENVI
Erdas Imagine
Matlab
TerrSet (includes IDRISI)
Orfeo ToolBox (OTB)
Python
EnMAP (QGIS plugin)
Aerialod (3D mapping of cities)
SAR processing software
SARbian (Link)
SNAP
PolSARPro
InSAR Scientific Computing Environment (ISCE)
Stanford Method for Persistent Scatterers (STAMPS)
Statistical-Cost, Network-Flow Algorithm for Phase Unwrapping (SNAPHU)
Triangle (Link)
Toolbox for Reducing Atmospheric InSAR Noise (TRAIN)
Broadview Radar Altimetry Toolbox (BRAT) [Download]
GAMMA Software
SARSCAPE (Link)
SARPROZ (Link)
GMTSAR (Link)
Freely available datasets
USGS EROS Archive - Products Overview (link)
Population gridded datasets and village boundaries of India. (SEDAC, NASA)
DEM's
SRTM VERSION 2 (https://dds.cr.usgs.gov/srtm/version2_1/SRTM3/Eurasia/)
SRTM 30 meter (https://dwtkns.com/srtm30m/ )
Microwave Remote Sensing Tutorials
Fundamentals of SAR – Media Resources (Link)
GEOS 657 | Microwave Remote Sensing (Link)
SAR tutorial by ESA.
SAR Education
SAR tutorials by SAC, ISRO.
Flood mapping by ESA.
Flood mapping with Sentinel-1 data using SNAP and QGIS.
SAR based Flood mapping tutorial by UN-SPIDER.
How to Map Regional Inundation with Sentinel-1 using Sentinel-1 Toolbox (ASF DAAC)
Flood mapping with Sentinel-1 data in Research and User Support (RUS) Service portal.
Flood mapping tutorial by German Aerospace Center DLR.
Lakes - Floods monitoring practical by Dr Yésou H. (4th ESA Advanced training course in Land Remote Sensing)
Flood mapping by Herve Yesou, SERTIT, France. (PPT, tutorial) [8th Advanced Training Course on Land Remote Sensing]
Flood Inundation Mapping Utilizing Synthetic Aperture Radar and Ancillary Data (Hydroshare)
Advancing SAR and Optical Methods for Rapid Mapping (ASAPTERRA).
Flood monitoring using Landsat-8 and Sentinel-2 in QGIS.
Hazard: Flood mapping with Sentinel-1 (ESA EO College).
8th ESA Training Course on Radar and Optical Remote Sensing and tutorials.
ALOS 12.5m DEM correction: Online geoid calculations
Using StaMPS/MTI for PSI Analysis (GIS Blog)
ESA PI community (Link)
8th Advanced Training Course on Land Remote Sensing (Program and materials)
Image Processing Tutorials
Useful documents on thresholding
Lecture notes given by Dr. George Bebis on thresholding
Lecture notes given by Dr. Bryan Morse on threshold
Chapter 12 Image thresholding in Image Fusion book written by H. B. Mitchell
Otsu's thresholding by vaibhav
Expectation maximization (EM) thresholding
Kittler & Illingworth - Minimum error threshold (Matlab Code)
Python package on various thresholding algorithms (pythreshold)
AI Learner (https://theailearner.com/image-processing/)
GEE tutorials
Extracting Time Series using Google Earth Engine by Ujaval Gandhi
Free book by MDPI on Google Earth Engine Application.
GEE Tutorial by datadrivenlab (R packages)
Useful resources on RS & GIS
Introduction to GIS by Manuel Gimond.
ArcGIS Tutorials
One of the best blog I have encounter is Open Geo Blog
Google Earth Engine tutorials by Bikesh Bade.
https://alan-turing-institute.github.io/rsd-engineeringcourse/notes.pdf
Integrated Geospatial Education and Technology Training (iGETT)
Remote Sensing tutorials by NASA Landsat Science
Basic scripts and algorithms by ESA (Sentinel playground)
Introduction to Remote Sensing (IRS) by GEARS
Introduction to Remote Sensing concepts (Link)
Geospatial Analysis - A comprehensive guide
Geospatial consulting and offers by Andrew Cutts.
WUR Geoscripting (Tutorials)
MovingPandas library by Anita Graser
Python
Python Crash Course is maintained by ehmatthes.
Python crash course by MODE
Geo-python course by Department of Geosciences and Geography at the University of Helsinki
Earth Lab workshops Get Started With GIS in Open Source Python - Geopandas, Rasterio & Matplotlib
https://sustainability-gis.readthedocs.io/en/latest/index.html#
Introduction to Python for Geographic Data Analysis (https://python-gis-book.readthedocs.io/en/latest/index.html )
Spatial data science for sustainable development (https://sustainability-gis.readthedocs.io/en/latest/index.html#)
Introduction to Python GIS -course 2018! (https://automating-gis-processes.github.io/CSC18/index.html )
Blogs and Websites
EO4GEO Training Material (Link)
Hydrology and GIS tutorials by Dr. Venkatesh Merwade
The Inter-American Academy of Geosciences & Applications (Link)
Climate research by Benny Istanto
Science, Tech and Maths (https://www.thoughtco.com/ )
Statistics How To (https://www.statisticshowto.datasciencecentral.com/ )
STATSREF: Statistical Analysis Handbook
Microsoft Excel tips and tutorials by Sumit Bansal
Asian Disaster Reduction Center (ADRC)
Asian Disaster Preparedness Center (ADPC)
Cyclone monitoring (website)
IEEE Geoscience and Remote Sensing Society Resource Center (Link)
Image Analysis, Classification and Change Detection in Remote Sensing, with Algorithms for Python, Fourth revised edition by Mort Canty (Link), (Link2)
Codes and software for SAR data by Allan Aasbjerg Nielsen (Link)
Machine learning course by Stanford university (cs229)
Computational Statistics in Python (Duke university)
DEM values conversion formula
Source: https://asf.alaska.edu/data-sets/derived-data-sets/alos-palsar-rtc/alos-palsar-radiometric-terrain-correction/