Tutorials for the PyleoTUPS package. The tutorials are built using Jupyter Book and are available for viewing here.
PyleoTUPS is a Python package developed by LinkedEarth to automate the extraction and processing of paleoclimate data from two largest repositories of such data: NOAA NCEI for Paleoclimatology and PANGAEA. It is specifically designed to address the bottleneck of manually formatting these diverse datasets and providing a unified interface to query and manipulate the datasets.
Key Features
- Automated Data Extraction: Employs specialized techniques to parse diverse file formats and legacy templates.
- Scientific Integration: Returns data as pandas DataFrames, simplifying integration with Python data analysis ecosystems.
- Metadata Preservation: Captures metadata context within dictionaries and DataFrame attributes.
- FAIR Compliance: Supports the Linked Paleo Data (LiPD) standard to enhance data accessibility and reuse
The package can be installed via PyPI:
pip install pyleotups
Made with contrib.rocks.
If using this tutorials, please cite using the citation provided in the citation file.
This work is supported by NSF grant OAC 2411267.