Comparative Analysis: Thermal Inertia - Building Sub Surface Ice Maps from EMM

Challenge

EMM has a near constant global coverage of MARS over multiple years. Can we use this data to check for impact on MARS?

Solution

Build an impact analysis pipeline for an area of impact to identify out of the normal and expected readings from the EMIRS instrument. Use the KRC model values to determine the expected readings.

Impact

EMM can be used a source of inspection of impact on MARS based on data and coverage on the day of impact

Establish reliable, re-usable pipeline & procedure for analysis of impact with EMIRS data

Topics:

EDA, API, Geospatial Data Analysis

Tools:

Python, Plotly, Matplotlib, Seaborn, JMARS: Tool to access KRC model data for Mars, HPC Jubail, Astropy library, EMM SDC API

Data:

EMM L3 level data from SDC via API

KRC Thermal Inertia Data via tool JMARS

Links

GITHUB Repository

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