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https://github.com/euroargodev/boundary_currents_pcm

PCM analysis in Boundary Currents
https://github.com/euroargodev/boundary_currents_pcm

argo-floats classification-model ocean-boundary-currents oceanography pcm

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PCM analysis in Boundary Currents

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# PCM analysis in Boundary Currents

[![status](https://img.shields.io/badge/lifecycle-experimental-orange)](https://lifecycle.r-lib.org/articles/stages.html#experimental)
[![Binder](https://img.shields.io/static/v1.svg?logo=Jupyter&label=MyBinder&message=demo&color=blue)](https://mybinder.org/v2/gh/euroargodev/binder-sandbox/virtual-fleet?urlpath=git-pull%3Frepo%3Dhttps%253A%252F%252Fgithub.com%252Feuroargodev%252Fboundary_currents_pcm%26urlpath%3Dlab%252Ftree%252Fboundary_currents_pcm%252Fdocs%252FPCM-demo.ipynb)

[ci-energy-badge-census]: https://api.green-coding.berlin/v1/ci/badge/get?repo=euroargodev/boundary_currents_pcm&branch=main&workflow=26287325&metric=carbon
[ci-energy-link-census]: https://metrics.green-coding.io/ci.html?repo=euroargodev/boundary_currents_pcm&branch=main&workflow=26287325

[ci-energy-badge-pcm]: https://api.green-coding.berlin/v1/ci/badge/get?repo=euroargodev/boundary_currents_pcm&branch=main&workflow=26424386&metric=carbon
[ci-energy-link-pcm]: https://metrics.green-coding.io/ci.html?repo=euroargodev/boundary_currents_pcm&branch=main&workflow=26424386

Home page for the development of [Profile Classification Models (PCM)](https://pyxpcm.readthedocs.io/en/latest/overview.html) dedicated to the identification/classification of Argo profiles in boundary current systems.

WBC considered as a first step are those of interest within the Euro-ArgoRISE project (2019-2022).

## 👋 Discussions
- [Help on PCM](https://github.com/euroargodev/boundary_currents/discussions/6)
- [Science questions about your PCM](https://github.com/euroargodev/boundary_currents/discussions?discussions_q=label%3Aclassification)
- [Technical issues about PCM in BCs](https://github.com/euroargodev/boundary_currents_pcm/issues)

# The "BC Monitor"

On this repository, a couple of analysis are run automatically to *monitor* Boundary Current systems.

🌿 Note that all BC monitors run on Github actions in order to minimise their impact on the environment, [since Github claims to be carbon neutral](https://github.blog/2021-04-22-environmental-sustainability-github).

## Census
[![BC-status](https://github.com/euroargodev/boundary_currents_pcm/actions/workflows/status.yml/badge.svg)](https://github.com/euroargodev/boundary_currents_pcm/actions/workflows/status.yml)

Below are the profile count reported for each BCs over the last 10 days.
You can click on badges to access directly to the corresponding index file.
Counts and index are updated hourly.

[![index](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_status.json)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_index.txt)
[![index](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GoC_status.json)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GoC_index.txt)
[![index](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_West_Med_status.json)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_West_Med_index.txt)
[![index](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_Lig_Sea_status.json)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_Lig_Sea_index.txt)
[![index](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_EGC_status.json)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_EGC_index.txt)

## NRT Supervised classification of profiles (PCM)
[![NRT-classif](https://github.com/euroargodev/boundary_currents_pcm/actions/workflows/nrt_classif.yml/badge.svg)](https://github.com/euroargodev/boundary_currents_pcm/actions/workflows/nrt_classif.yml)

For boundary currents [with a stable PCM](https://github.com/euroargodev/boundary_currents_pcm/tree/main/pcmbc/assets), we run a near real time (NRT) analysis of profiles.
Results are saved in an [*augmented* index file](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_index_classified.txt) and synthesized in [figures like this one](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_index_classified.png):

[![map](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_index_classified.png)](https://raw.githubusercontent.com/euroargodev/boundary_currents_pcm/main/data/BC_GSE_tight_index_classified.txt)

***

This repository has been developed within the framework of the Euro-ArgoRISE project. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement no 824131. Call INFRADEV-03-2018-2019: Individual support to ESFRI and other world-class research infrastructures.