https://github.com/simonpf/camels

Python interface to the CAMELS dataset.
https://github.com/simonpf/camels

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Python interface to the CAMELS dataset.

• Host: GitHub
• URL: https://github.com/simonpf/camels
• Owner: simonpf
• License: other
• Created: 2020-05-02T15:21:44.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2021-12-07T22:43:40.000Z (over 4 years ago)
• Last Synced: 2025-12-18T03:16:27.486Z (6 months ago)
• Language: Python
• Size: 347 KB
• Stars: 7
• Watchers: 1
• Forks: 4
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
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# The CAMELS dataset

This package provides an interface to the Catchment Attributes and Meteorology

for Large-sample Studies (CAMELS) dataset. This package only provides simplified

access to the data in Python, the actual work of generating the dataset has been

done by Andrew Newman and colleagues  at NCAR and is described in the following

article:

[A. Newman; K. Sampson; M. P. Clark; A. Bock; R. J. Viger; D. Blodgett, 2014. A

large-sample watershed-scale hydrometeorological dataset for the contiguous USA.

Boulder, CO: UCAR/NCAR](https://dx.doi.org/10.5065/D6MW2F4D)

## Usage

### Pytorch

```

from camels.pytorch import Streamflow

gauge_id = 13331500

training_data = Streamflow(gauge_id, "training")

validation_data = Streamflow(gauge_id, "validation")

test_data = Streamflow(gauge_id, "testing")

```

![Overview of gauges in dataset](misc/overview.png)