Skip to content

gravity-wave-parameterization

Back to geoai datasets

Field Value
Description Data format description for the nonlocal gravity wave parameterization dataset

Data Source
The dataset contains input and output training pairs computed using ECMWF's ERA5. The dataset was computed for the years 2010, 2012, 2014, and 2015. One month (from the validation set) is provided here for testing.

Variables Shape
1. Input shape: TIME x IDIM x LAT x LON
2. Output shape: TIME x ODIM x LAT x LON
Here, IDIM = 491, ODIM = 366, LAT=64, LON=128, TIME index ranges from 0 to 24*31 for months with 31 days
Folder /datasets/geoai/ibm-nasa-geospatial/gravity-wave-parameterization
Discipline GeoAI / Armospheric Science / Climate Science
DOI
Link Access Data
Public True
Publication Date 2024-10-30
Downloaded 2025-09-10
Data Type NetCDF
Dataset Size 39G
Number of Files 56
Usage
$ module avail
$ module load datasets
$ module load geoai/ibm-nasa-geospatial/gravity-wave-parameterization/2024-10-30
Usage Policy Link https://choosealicense.com/licenses/apache-2.0/
Usage Policy This dataset is released under the Apache License 2.0.
The Apache 2.0 License permits users to use, modify, and distribute the dataset for academic, research, and commercial purposes, provided that proper attribution is given and a copy of the license is included with any redistributed or derivative works. Users are encouraged to acknowledge the IBM–NASA Geospatial team and cite this dataset in publications or applications developed using it.
Citation IBM–NASA Geospatial. (2024). Gravity Wave Parameterization Dataset (v1.0) [Dataset]. Hugging Face. https://huggingface.co/datasets/ibm-nasa-geospatial/gravity-wave-parameterization
BibTeX
📜 View BibTeX citation
@dataset{ibm_nasa_gravity_wave_parameterization_2024,
title = {Gravity Wave Parameterization Dataset (v1.0)},
author = {IBM–NASA Geospatial},
year = {2024},
howpublished = {\url{https://huggingface.co/datasets/ibm-nasa-geospatial/gravity-wave-parameterization}},
note = {Available on Hugging Face Datasets}
}