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Arctic Code Vault Contributor

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earthinversion/README.md

I am currently a post-doctoral researcher at the Department of Earth and Planetary Science, UC Berkeley, United States. Although I am intrigued by all sorts of data science works, my primary research interests are in Geophysics (mostly seismology), and Geodesy. I work on the tools that support data-intensive research and build open-source software tools. I am highly interested in geospatial big data, machine learning, and cloud computing.

Some Blog Posts

  1. Using dask Python library to read a huge global earthquake catalog file
  2. How to plot earthquakes data on a three-dimensional topographic map
  3. Convert any text to lifelike speech using Amazon Polly
  4. How to overlay shapefile data on PyGMT Maps
  5. How to plot Shear-wave splitting measurements using PyGMT
  6. How effective is the signal denoising using the MATLAB based wavelet analysis
  7. Empirical Orthogonal Function analysis to inspect the spatial coherency in the geospatial data
  8. Signal denoising using Fourier Analysis in Python
  9. Transfer learning applied on the unsplash data using alexnet pretrained network
  10. PyQt5 Application for visualizing ambient sound in real-time

Open-source projects

  1. dtwhaclustering: A python package to cluster geodetic time series
  2. Voice-Plotter: A GUI application to visualize real-time ambient sounds
  3. System-monitor: A GUI application to get real-time feedback on system runtime statistics
  4. Miniseed2mat: Convert miniseed data format to MATLAB's native MAT format
  5. FerryMan: A web application to identify the "comfort" zone of different species based on their Ecological Index

For more info, visit my blog: earthinversion.com

github stats Top Langs

Pinned

  1. complete-EOFanalysis-with-preprocessing-steps-gps-data Public

    Complete workflow to compute the EOF maps along with the required preprocessing and least-squares modeling of co-seismic, seasonal and trend components

    Python 1

  2. SystemMonitorApp Public

    GUI app for the real time monitoring of the system CPU and RAM

    Python 11 2

  3. plotting_topographic_maps_in_python Public

    Use python to plot topographic maps by reading the topographic files (shown example is for 20 and 1-arc minute global relief data). Higher resolution than basemap's "etopo()" or "shadedrelief()"

    Python 12 4

  4. FerryMan Public

    We used global land surface temperature and precipitation from NASA satellite in combination of different species habitat database to plot the region of comfort for different species. Our ultimate …

    Python

  5. GMT-Advanced-Tutorials Public

    Useful GMT script files for research

    Makefile 10 7

  6. STADIUM-Py Public

    STADIUM-Py is a Python software tool that fully automates the receiver function technique (RF) and shear wave splitting (SKS) measurement analysis.

    Python 9 7

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Contribution activity

May 2022

46 contributions in private repositories May 1 – May 6

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