Discover @dhruvbalwada Open Source projects

Dhruv Balwada (@dhruvbalwada)

dhruvbalwada

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Location 🇺🇸 United States
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Jupyter Notebook
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glider-panel-demo

Demo of how to use holoviz to visualize gliderdata

Jupyter Notebook

submesoscale_subduction_GRL

Notebooks with codes to do analysis for and make figures for "Submesoscale Vertical Velocities Enhance Tracer Subduction in an Idealized Antarctic Circumpolar Current"

Jupyter Notebook

SF3_to_KEflux

Estimating spectral fluxes of kinetic energy from 3rd order velocity structure functions.

Jupyter Notebook

LLC_analysis

Random analysis and visualization notebooks for LLC4320.

Jupyter Notebook

glider_rf_pred

Using random forest to predict unmeasured variables along glider tracks

Jupyter Notebook

tut_holoviz_ocean

Some example notebooks to show how holoviz can be useful to oceanographers.

Jupyter Notebook

LLC-spectral-analysis

Repo with notebooks showing how to use xrft to do spectral analysis of LLC4320.

Jupyter Notebook

vorticity-strain-conditioning

Notebooks for analysis and generating figures for Balwada et al 2021

Jupyter Notebook

SO_simple_models

This directory houses scripts that solve simple (usually zonally averaged) setups that are representative of southern ocean dynamics. Starting from the models of Marshall and Radko 2006.

mesoscale_stirring_dimes_floats

Codes for analyzing Lagrangian pair dispersion

glider_map_viz_esci_2021

Codes and notes about the glider mapping and visualizing project as part of the e-science winter incubator 2021.

Jupyter Notebook

enso_prediction_ML

Collection of ML models to predict ENSO

Jupyter Notebook

POB

This project is meant to be a collection of notes on physical oceanography.

Numerical_PDEs

Some codes I wrote as part of a Numerical PDEs course series.

BSOSE_analysis

Random analysis notebooks for BSOSE data

Jupyter Notebook

sogos

Jupyter Notebook

watermass

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mitgcm_data_play

How to access MITgcm data on the cloud

Jupyter Notebook

python_demo_geoscience

Here is a repository that highlights some of the basic tools that can be useful in analysis of geoscience data.

Jupyter Notebook

compress_climate_data

Code to compress climate and ocean data using Klower et al 2022

Jupyter Notebook

structure_functions

Code and data for estimating structure functions in the ocean.

GDP_mixing

Use the Global Drifter Program (GDP) drifter data to estimate mixing in the world surface ocean.