About Project

This was the capstone project of my Computational Science class (Spring 2016). The goal of the project was to work with satelite data from a portion of the earth - Ross Sea. My group used some Mathematical methods in Computational Science to extract information from the satelite data, understand and observe sea ice behavior on the Ross Sea.

We got an A for the project :)

Installation

#!bash

python setup.py install

HOWTO: Using this project

Showing an image

#!bash

python app.py --show -img G_2015_336_0041_RS_N_VIR.mat --sensor mw_sic

Histogram Matching

Since we have 2 instruments we use -i vir for VIRS and -i mod for MODIS.

Histogram matching between two images

#!bash

python app.py --hist -img G_2015_336_0041_RS_N_VIR.mat -img2 G_2015_336_2025_RS_T_MOD.mat --sensor mw_sic

Histogram matching to the get an image of the day for a one instrument

#!bash

python app.py -i vir --imgday --sensor mw_sic

Single Image Full (Images and histogram)

#!bash

python app.py -shist -img G_2015_336_0041_RS_N_VIR.mat -img2 G_2015_336_0219_RS_N_VIR.mat --sensor mw_sic

Plot histogram for 2 images

#!bash

python app.py -histplot -img G_2015_336_0041_RS_N_VIR.mat -img2 G_2015_336_0219_RS_N_VIR.mat --sensor mw_sic

Plot the histograms for histogram match in 2 images

#!bash

python app.py -multiplot -img G_2015_336_0041_RS_N_VIR.mat -img2 G_2015_336_0219_RS_N_VIR.mat --sensor mw_sic

Plot Source and Template and Match (Hist. Matched) images side-by-side.

#!bash

python app.py -sideplot -img G_2015_336_0041_RS_N_VIR.mat -img2 G_2015_336_0219_RS_N_VIR.mat --sensor mw_sic

Sea Ice Report

Run the full Sea Ice Report

Lense can be specified, however it defaults to using the lense argument: --sensor 'mw_sic'

#!bash

python app.py -i vir --sic

Run a Sea Ice or Land Distribution (pie chart)

#!bash

python app.py -d -img G_2015_336_0041_RS_N_VIR.mat --sensor mw_sic

Runa SIC or Land Silhoutte Report

#!bash


python app.py -s -img G_2015_336_0041_RS_N_VIR.mat --sensor mw_sic

Run a surface analysys Report

#!bash

python app.py -srf -img G_2015_336_0041_RS_N_VIR.mat

Show SIC, LM Overlapping

#!bash

python app.py -overlap -img G_2015_336_0041_RS_N_VIR.mat

Color Report

Run a full report on an image

#!bash


python app.py -c -img G_2015_336_1041_RS_N_VIR.mat

get the RGB of an image

#!bash

python app.py -rgb -img G_2015_336_0041_RS_N_VIR.mat --sensor ibands

Show Water Ice Cluster with K-means

#!bash

python app.py -water -img G_2015_336_0041_RS_N_VIR.mat

Aufuray/ross-sea-project