elliottroberts

emlr_obs_preprocessing

Preprocessing of data sets to run the eMLR method on observations

BGC-ARGO_R_WORKSHOP

Cant_ML_capstone

This repository includes a first attempt to predict anthropogenic carbon in the ocean by using machine learning models

dash-sample-apps

Open-source demos hosted on Dash Gallery

Dyeperturbation

mCP dye perturbation on spectrophotometrically measured pH

ECCOv4-py

A Python library with routines that support the loading, analysis, and plotting fields of the ECCO Version 4 Ocean and Sea-Ice State Estimate. The ecco_v4_py library builds on several valuable tools such as xmitgcm, gcm, xarray, and dask.

elliottroberts.github.io

My website

emlr_mod_preprocessing

emlr_obs_analysis

emlr_obs_v_XXX

Template for running the eMLR part for Cant determination

emlr_utilities

Functions and files used to run the eMLR method

GMT-plotting

Collection of GMT (Generic Mapping Tools) scripts, jupyter notebooks (using PyGMT) and files (including digitized map content, colormaps, grid files etc.)

gulf_stream_productivity_dynamics

Leveraging satellite data and pangeo to investigate the role of Gulf Stream frontal dynamics in ocean productivity

marineHeatWaves

marineHeatWaves is a module for python which implements the Marine Heatwave (MHW) definition of Hobday et al. (2016, Prog Ocean).

minibook-2nd-code

Code of the IPython Minibook, 2nd edition (2015)

net_community_production

Net Community Production from Bio-Argo floats

open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

pCO2-reconstruction

Code, data, and graphs for pCO2 reconstruction work

python-for-data-analysis

An introduction to data science using Python and Pandas with Jupyter notebooks

python_code

Useful code for satellite data processing

PythonOceanLessons

WWU ESCI 491 Course Python Labs

rayshader

R Package for 2D and 3D mapping and data visualization

sat_ocean_color

SOTS-Net-community-production

Code for the calculation of net community production at the SOTS site

Southern_Ocean_Carbon

Application of CNN and LSTM to predict dissolved inorganic carbon profiles in the Southern Ocean.

USEastCoast_MLR

Multiple linear regression models in the U.S. East Coast (MAB and SAB)

VPGM_Model

Python script for calculating ocean primary productivity (using VPGM model) from HDF4 files