Preprints
https://doi.org/10.5194/essd-2026-350
https://doi.org/10.5194/essd-2026-350
11 Jun 2026
 | 11 Jun 2026
Status: this preprint is currently under review for the journal ESSD.

Caravan-CMIP6: Bias-corrected climate model projections for ten large-sample hydrometeorological datasets and over 23,000 global catchments

Sacha Walde Ruzzante

Abstract. This data paper introduces Caravan-CMIP6, a dataset of climate change projections for large-sample hydrologic studies. Caravan-CMIP6 includes projections from an ensemble of 12 climate models from the sixth Coupled Model Intercomparison Project (CMIP6), for the historical experiment (1850–2014) and three Shared Socio-economic Pathways (SSPs). The dataset includes projections for all catchments within ten large-sample hydrometeorological datasets: Caravan, CAMELS, CAMELS-AUS-v2, CAMELS-BR, CAMELS-CH CAMELS-CL, CAMELS-COL, CAMELS-DE, CAMELS-GB-v2, CAMELS-IND. For each large-sample hydrometeorological dataset, I provide CMIP6 projections for all meteorological variables that can be readily extracted from climate models, including precipitation, temperature, evapotranspiration, humidity, radiation, pressure, and wind speed. I bias-correct the climate model output to match the observed climatology within each dataset. This dataset can facilitate the use of large-sample hydrologic datasets and models for climate change projection. All raw and bias-corrected data are available at https://doi.org/10.20383/103.01644.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
Share
Sacha Walde Ruzzante

Status: open (until 18 Jul 2026)

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
Sacha Walde Ruzzante

Data sets

Caravan-CMIP6: Bias-corrected climate model projections for ten large-sample hydrometeorological datasets and over 23,000 global catchments Sacha Ruzzante https://doi.org/10.20383/103.01644

Model code and software

Caravan CMIP6 GitHub Sacha Ruzzante https://github.com/sruzzante/Caravan-CMIP6

Interactive computing environment

Caravan CMIP6 Colab Example Sacha Ruzzante https://github.com/sruzzante/Caravan-CMIP6/blob/main/Caravan_CMIP6_Colab_example.ipynb

Sacha Walde Ruzzante
Metrics will be available soon.
Latest update: 11 Jun 2026
Download
Short summary
Caravan-CMIP6 provides climate change projections of weather for many rivers worldwide. Using Caravan-CMIP6, researchers will be able to use existing hydrologic models, which are calibrated on historical data, to predict future river flows under three climate change scenarios.
Share
Altmetrics