SATELLITE IMAGE DATA USING NUMPY

WIFIRE is an integrated system for wildfire analysis which is capable of handling changing urban dynamics and climate. The system integrates networked observations from a variety of sources including heterogenous satellite data and real time remote sensor data. It then processes all these data using computational techniques in signal processing, visualization, predictive fire modelling and data assimilation in a scalable way. The result is a system capable of monitoring weather patterns and other factors to help predict a wildfire's rate of spread.

Dependency Libraries

  • Python3
  • Numpy
  • Matplotlib
  • Scipy
  • Scikit-Image

Installation Commands

I'm working on Linux OS (Ubuntu 18.04.1 LTS) so command for installing dependecies is given below.

python3           $ sudo add-apt-repository ppa:jonathonf/python-3.6
                  $ sudo apt-get update
                  $ sudo apt-get install python3.6
numpy:            $ sudo pip3 install numpy
scikit-learn:     $ sudo pip3 install -U scikit-learn
matplotlib:       $ sudo apt-get install libfreetype6-dev libpng-dev
                  $ sudo pip3 install matplotlib
jupyter notebook: $ sudo apt-get -y install ipython ipython-notebook
                  $ sudo pip3 install jupyter

Courtesy of University of California San Diego