semvec/pypi-packages huggingface dataset:
ECOv002-calval-tables 1.12.0
Priestley-Taylor Jet Propulsion Laboratory Soil Moisutre Evapotranspiration Model
Requires Python: >=3.10


# ECOSTRESS Collection 2 Calibration/Validation Data Tables

This Python package provides calibration and validation data tables used in the evaluation of the ECOSTRESS Collection 2 Evapotranspiration (ET) data products. The included datasets and loader functions support reproducible research and validation workflows for ET modeling and remote sensing studies.

The CSV files used in this repository were sourced from the [@zoepierrat/ECOSTRESS_C2_L3_ET_Validation](https://github.com/zoepierrat/ECOSTRESS_C2_L3_ET_Validation) repository.

## Authors

Zoe Pierrat (she/her)  
[zoe.a.pierrat@jpl.nasa.gov](mailto:zoe.a.pierrat@jpl.nasa.gov)  
NASA Jet Propulsion Laboratory 329G

Gregory H. Halverson (they/them)  
[gregory.h.halverson@jpl.nasa.gov](mailto:gregory.h.halverson@jpl.nasa.gov)  
NASA Jet Propulsion Laboratory 329G

## Installation

Install the package directly from PyPI using pip. Note that the package name uses dashes (`-`) for installation:

```bash
pip install ECOv002-calval-tables
```

## Usage


Import the loader functions to access the data tables as pandas DataFrames. Note that the importable package name uses underscores (`_`):

```python
from ECOv002_calval_tables import load_combined_eco_flux_ec_filtered, load_metadata_ebc_filt

df_flux = load_combined_eco_flux_ec_filtered()
df_metadata = load_metadata_ebc_filt()
```

## Data Tables

- `combined_eco_flux_EC_filtered`: Filtered eddy covariance flux data for ECOSTRESS validation.
- `metadata_ebc_filt`: Metadata for the filtered flux sites.

## Citation

If you use these data tables or code in your research, please cite:

> Pierrat, Zoe A.; Purdy, Adam J.; Halverson, Gregory H.; Fisher, Joshua B.; et al. (2024). Evaluation of ECOSTRESS Collection 2 Evapotranspiration Products: Strengths and Uncertainties for Evapotranspiration Modeling. *Water Resources Research*. https://doi.org/10.1029/2024WR039404

BibTeX:

```bibtex
@article{Pierrat2024,
  author       = {Pierrat, Zoe A. and Purdy, Adam J. and Halverson, Gregory H. and Fisher, Joshua B. and et al.},
  title        = {Evaluation of ECOSTRESS Collection 2 Evapotranspiration Products: Strengths and Uncertainties for Evapotranspiration Modeling},
  journal      = {Water Resources Research},
  year         = {2024},
  doi          = {10.1029/2024WR039404}
}
```
umaudemc 0.17.1
Unified Maude model-checking utility
Requires Python: >=3.9

# Unified Maude model-checking tool

Uniform interface for model checking LTL, CTL, CTL*, and μ-calculus properties
on standard and [strategy](https://maude.ucm.es/strategies)-controlled
[Maude](https://maude.cs.illinois.edu) specifications using built-in and
external backends. Models can also be extended with quantitative information
and be applied probabilistic and statistical model-checking techniques.

This tool can be used from the command line, from a graphical user interface,
and as a Python library. See the
[repository](https://github.com/fadoss/umaudemc) for additional information,
documentation, and examples.
smlmlp 0.1.11
A python library for Single Molecule Localization Microscopy.
Requires Python: >=3.12

# smlmLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/smlmLP
HTTPS         : https://github.com/LancelotPincet/smlmLP.git
SSH           : git@github.com:LancelotPincet/smlmLP.git
PyPI          : https://pypi.org/project/smlmLP
Docs          : https://smlmLP.readthedocs.io
```

**A python library for Single Molecule Localization Microscopy.**

smlmLP is available on [PyPI](https://pypi.org/project/smlmLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://smlmLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>
physlp 0.1.9
A library providing tools for basic physics.
Requires Python: >=3.12

# physLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/physLP
HTTPS         : https://github.com/LancelotPincet/physLP.git
SSH           : git@github.com:LancelotPincet/physLP.git
PyPI          : https://pypi.org/project/physLP
Docs          : https://physLP.readthedocs.io
```

**A library providing tools for basic physics.**

physLP is available on [PyPI](https://pypi.org/project/physLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://physLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>
opticlp 0.1.9
A library that calculates simple calculations for optical alignments.
Requires Python: >=3.12

# opticLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/opticLP
HTTPS         : https://github.com/LancelotPincet/opticLP.git
SSH           : git@github.com:LancelotPincet/opticLP.git
PyPI          : https://pypi.org/project/opticLP
Docs          : https://opticLP.readthedocs.io
```

**A library that calculates simple calculations for optical alignments.**

opticLP is available on [PyPI](https://pypi.org/project/opticLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://opticLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>
nodelp 0.1.9
A library that generates various kinds of point clouds and coordinates.
Requires Python: >=3.12

# nodeLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/nodeLP
HTTPS         : https://github.com/LancelotPincet/nodeLP.git
SSH           : git@github.com:LancelotPincet/nodeLP.git
PyPI          : https://pypi.org/project/nodeLP
Docs          : https://nodeLP.readthedocs.io
```

**A library that generates various kinds of point clouds and coordinates.**

nodeLP is available on [PyPI](https://pypi.org/project/nodeLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://nodeLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>
imglp 0.1.13
A library that provides tools for image processing.
Requires Python: >=3.12

# imgLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/imgLP
HTTPS         : https://github.com/LancelotPincet/imgLP.git
SSH           : git@github.com:LancelotPincet/imgLP.git
PyPI          : https://pypi.org/project/imgLP
Docs          : https://imgLP.readthedocs.io
```

**A library that provides tools for image processing.**

imgLP is available on [PyPI](https://pypi.org/project/imgLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://imgLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>
applp 0.1.11
A library for custom GUI interface creation.
Requires Python: >=3.12

# appLP

```text
Author        : Lancelot PINCET
GitHub        : https://github.com/LancelotPincet/appLP
HTTPS         : https://github.com/LancelotPincet/appLP.git
SSH           : git@github.com:LancelotPincet/appLP.git
PyPI          : https://pypi.org/project/appLP
Docs          : https://appLP.readthedocs.io
```

**A library for custom GUI interface creation.**

appLP is available on [PyPI](https://pypi.org/project/appLP) for pip installs.
For more information, do not hesitate to consult the [Documentation](https://appLP.readthedocs.io).

---

## MIT License

<details>
<summary>details</summary>

Intellectual property behind this Library is protected via an [MIT license](LICENSE). This means everyone can *freely* use it in a personnal, academic or commercial manner, if they **keep the copyright name** at the top of the codes.

The library can be redistributed, *with or without modifications*, in open or closed projects. However the **MIT license must be conserved**. For example in a commercial closed project, this means the **copyright and license must be visible somewhere**, like in the documentation or credits.

The license also explains that the **code performances are not warrantied**, and you are responsible for how you are using it. For more information on your rights and obligations please refer to [descriptive websites](https://en.wikipedia.org/wiki/MIT_License), or contact author for approvales.

</details>