semvec/pypi-packages huggingface dataset:
mldmtd 1.1.3
Methodology to locate the minimum and maximum depth of the thermocline
License: CC-BY-4.0

# MLD&MTD  
<a href="https://github.com/romeroqe/mld-mtd"><img src="https://shields.io/github/v/release/romeroqe/mld-mtd" alt="Release"></a>
<a href="https://pypi.org/project/mldmtd/"><img src="https://img.shields.io/pypi/v/mldmtd" alt="PyPI Version"></a>
<a href="http://creativecommons.org/licenses/by/4.0/"><img src="https://shields.io/github/license/romeroqe/mld-mtd" alt="License"></a>
<a href="https://zenodo.org/badge/latestdoi/524132263"><img src="https://zenodo.org/badge/524132263.svg" alt="DOI"></a>

This is a methodology to locate the minimum and maximum depth of the thermocline, its thickness, and its strength by fitting the sigmoid function to the temperature profiles in the global ocean. This methodology can be applied to both global and local studies in those areas of the ocean where the water column can be divided into three layers according to its thermal structure.

## Installation
To use this methodology simply install it with:
```bash
pip install mldmtd
```

## Demo
To locate the minimum and maximum depth of the thermocline of an Argo float profile:

```python
from mldmtd import getProfileDataFromArgoNc, thermocline

df = getProfileDataFromArgoNc('.../aoml/4900432/profiles/D4900432_106.nc')
pres_mtd, temp_mtd, pres_mld, temp_mld, r2, N2T, pres_pred, temp_pred = thermocline(df)
```

## How to cite

> [!IMPORTANT]
> _If you use this method, please include a reference to the following:_
> 
> Romero, E., Tenorio-Fernandez, L., Portela, E., Montes-Aréchiga, J., and Sánchez-Velasco, L.: Improving the thermocline calculation over the global ocean, Ocean Sci., 19, 887–901, https://doi.org/10.5194/os-19-887-2023, 2023.

## License
  
<a rel="license" href="http://creativecommons.org/licenses/by/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>.