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Leo's Projects

deep-geometry icon deep-geometry

A python library for preprocessing geospatial vector geometries for use in deep learning

deepeddy icon deepeddy

Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS001472).

delta-maps icon delta-maps

δ-MAPS is a method that identifies the semi-autonomous components of a spatio-temporal system and studies their weighted and potentially lagged interactions. The semi-autonomous components of the system are modeled as spatially contiguous, possibly overlapping, functionally homogeneous domains. To the best of our knowledge, δ-MAPS is the first method that can identify spatially contiguous and possibly overlapping clusters (i.e., domains). At a second step, δ-MAPS infers a directed and weighted network between the identified domains. Edge direction captures the temporal ordering of events while the weight associated to each edge captures the magnitude of interaction between domains.

detectscv icon detectscv

Matlab code to detect submesoscale coherent vortices using Argo / MEOP CTD profiles.

diwasp icon diwasp

DIWASP: DIrectional WAve SPectrum analysis Version 1.4

ecmwfr icon ecmwfr

Interface to the public ECMWF API Web Services

edat icon edat

Eddy Detection And Tracking

eddy icon eddy

Web page for simulating time delays and radial velocities

eddyconvlstm icon eddyconvlstm

A convolutional LSTM network for forecasting eddy velocities in the Gulf of Mexico

eddynet icon eddynet

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

eddytajectoryviewer icon eddytajectoryviewer

An interactive ocean eddy viewer to visualize mesoscale ocean eddy trajectories based on different tracking algorithms

eddytracking icon eddytracking

Code for the detection and tracking of eddies, following Chelton et al. (Prog. Ocean., 2011) given a series of sea level maps.

edrlib icon edrlib

A Python class to calculate the eddy dissipation rate with different methods, based on a sequence of velocities

efdc-mpi icon efdc-mpi

MPI parallel version of the popular Environmental Fluid Dynamics Code (EFDC)

efdc-variables icon efdc-variables

All the efdcplus varaibles with description are listed in this repository. Please follow the link

efdc_docker icon efdc_docker

Repo that creates docker image of EFDC and provides some example configurations

efdcr icon efdcr

Environmental Fluid Dynamics Code (EFDC) Toolbox in R

em-gaussian icon em-gaussian

Python code for Expectation-Maximization estimate of Gaussian mixture model

empiricalbayesr icon empiricalbayesr

Maximum Likelihood Estimation of Beta-Binomial Distribution using R

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