project-oceania/npz-t_floquet

Dataset Card for NPZ-T plankton blooms predictions for climate change scenarios

⚠️ IMPORTANT: This is an ongoing experimental work in progress and subject to change.

Details

NPZ-T predictions as Floquet multipliers of plankton blooms under different CMIP6 climate models and shared socioeconomic pathways.

The dataset includes predictions for all combinations of:

• CMIP6 Models: ACCESS-CM2, BCC-CSM2-MR, CESM2, CESM2-WACCM, CMCC-CM2-SR5, CNRM-CM6-1, CNRM-CM6-1-HR, CanESM5-CanOE, IPSL-CM6A-LR, MPI-ESM1-2-LR, MRI-ESM2-0, NorESM2-LM, NorESM2-MM, UKESM1-0-LL
• Shared Socioeconomic Pathways: ssp126, ssp245, ssp370, ssp585
• Years: 2024, 2100

Using this dataset

To load this dataset, use the following code:

from datasets import load_dataset
dataset = load_dataset("project-oceania/npz-t_floquet")

# To convert to a pandas DataFrame
pandas_df = dataset.to_pandas()

Citing this work

Please use the following reference to cite this dataset. tbd

BibTeX:

@article{neto-2026:npz_t,
    author  = {Mat'{i}as Neto and Pablo A. Marquet and Mara Freilich and Luis Mart'{i} and Nayat Sanchez-Pi},
    title   = {Challenging Critical Depth Theory: Temperature-Driven Inflection Points in Phytoplankton Persistence Using Floquet Analysis},
    month   = 1,
    year    = 2026,
    version = {1.0.0},
    doi     = {TBD},
    url     = {https://huggingface.co/datasets/project-oceania/npz-t_floquet},
}

• License: cc-by-sa-4.0
• Source code: https://github.com/Inria-Chile/npz-t.
• Dataset URI: https://huggingface.co/datasets/project-oceania/npz-t_floquet1

References

1. Eyring, V., Bony, S., Meehl, G. A., Senior, C. A., Stevens, B., Stouffer, R. J., & Taylor, K. E. (2016). Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization. Geoscientific Model Development, 9(5), 1937-1958. https://doi.org/10.5194/gmd-9-1937-2016