Related Datasets

Guam Meteorology, Energy, and Transmission (MET) Toolkit

Awaiting curation License

The Guam Meteorology, Energy, and Transmission (MET) Toolkit is the National Laboratory of the Rockies' (NLR) high-fidelity atmospheric dataset purpose-built to support long-term power system planning and operations across the Guam Islands. This product delivers a unified, geometrically accurate meteorological record spanning 24 years (2000-2023) at 5-minute resolution. Processed using the Weather Research and Forecasting (WRF) model with the Yonsei University (YSU) planetary boundary layer scheme - validated against a comprehensive suite of observations - the dataset delivers a comprehensive suite of atmospheric variables - including wind characteristics, temperature, pressure, and humidity - across a strictly standardized and validation-backed framework. The Guam MET Toolkit provides the reliable, long-term meteorological foundation required for renewable generation assessment, load modeling, transmission line rating, and resource adequacy planning in Guam's evolving grid.

Data Usage Examples - rex Package

Python

Examples using NLR's REsource eXtraction Tool (rex).

View Repository

Guam MET Toolkit Data on AWS

Data for the Guam MET Toolkit provided in S3. This dataset provides a continuously updatable, high-fidelity meteorological record covering Guam.

AWS CLI Access: aws s3 ls --no-sign-request s3://nrel-pds-wtk/guam/&limit=50

View Data Lake 3.06 TB

Wind Integration National Dataset Registry on AWS

AWS public dataset program registry page for data released under the Department of Energy's (DOE) Open Energy Data Initiative (OEDI) Wind Integration National Dataset (... more

View

Wind Resource Database - Data Viewer

Data viewer to visualize and download the Guam MET Toolkit (and the other NLR-released wind resource datasets).

View

Citation Formats

TY  - DATA
AB  - The Guam Meteorology, Energy, and Transmission (MET) Toolkit is the National Laboratory of the Rockies' (NLR) high-fidelity atmospheric dataset purpose-built to support long-term power system planning and operations across the Guam Islands. This product delivers a unified, geometrically accurate meteorological record spanning 24 years (2000-2023) at 5-minute resolution. Processed using the Weather Research and Forecasting (WRF) model with the Yonsei University (YSU) planetary boundary layer scheme - validated against a comprehensive suite of observations - the dataset delivers a comprehensive suite of atmospheric variables - including wind characteristics, temperature, pressure, and humidity - across a strictly standardized and validation-backed framework. The Guam MET Toolkit provides the reliable, long-term meteorological foundation required for renewable generation assessment, load modeling, transmission line rating, and resource adequacy planning in Guam's evolving grid.
AU  - Bodini, Nicola
DB  - Open Energy Data Initiative (OEDI)
DP  - Open EI | National Laboratory of the Rockies
DO  - 
KW  - energy
KW  - power
KW  - WRF
KW  - wind
KW  - atmospheric science
KW  - Guam
KW  - meteorology
KW  - transmission
KW  - WIND Toolkit
KW  - NLR
KW  - MET Toolkit
KW  - data
KW  - operation
KW  - esource assessment
KW  - processed data
LA  - English
DA  - 2026/09/25
PY  - 2026
PB  - National Laboratory of the Rockies (NLR)
T1  - Guam Meteorology, Energy, and Transmission (MET) Toolkit
UR  - https://data.openei.org/submissions/8784
ER  -

Export Citation to RIS

Bodini, Nicola. Guam Meteorology, Energy, and Transmission (MET) Toolkit. National Laboratory of the Rockies (NLR), 25 September, 2026, Open Energy Data Initiative (OEDI). https://data.openei.org/submissions/8784.

Bodini, N. (2026). Guam Meteorology, Energy, and Transmission (MET) Toolkit. [Data set]. Open Energy Data Initiative (OEDI). National Laboratory of the Rockies (NLR). https://data.openei.org/submissions/8784

Bodini, Nicola. Guam Meteorology, Energy, and Transmission (MET) Toolkit. National Laboratory of the Rockies (NLR), September, 25, 2026.  Distributed by Open Energy Data Initiative (OEDI). https://data.openei.org/submissions/8784

@misc{OEDI_Dataset_8784,
title = {Guam Meteorology, Energy, and Transmission (MET) Toolkit},
author = {Bodini, Nicola},
abstractNote = {The Guam Meteorology, Energy, and Transmission (MET) Toolkit is the National Laboratory of the Rockies' (NLR) high-fidelity atmospheric dataset purpose-built to support long-term power system planning and operations across the Guam Islands. This product delivers a unified, geometrically accurate meteorological record spanning 24 years (2000-2023) at 5-minute resolution. Processed using the Weather Research and Forecasting (WRF) model with the Yonsei University (YSU) planetary boundary layer scheme - validated against a comprehensive suite of observations - the dataset delivers a comprehensive suite of atmospheric variables - including wind characteristics, temperature, pressure, and humidity - across a strictly standardized and validation-backed framework. The Guam MET Toolkit provides the reliable, long-term meteorological foundation required for renewable generation assessment, load modeling, transmission line rating, and resource adequacy planning in Guam's evolving grid.},
url = {https://data.openei.org/submissions/8784},
year = {2026},
howpublished = {Open Energy Data Initiative (OEDI), National Laboratory of the Rockies (NLR), https://data.openei.org/submissions/8784},
note = {Accessed: 2026-09-27}
}

Details

Data from Sep 25, 2026

Last updated Sep 25, 2026

Submitted Sep 25, 2026

Organization

National Laboratory of the Rockies (NLR)

Contact

Nicola Bodini

Authors

Nicola Bodini

National Laboratory of the Rockies NLR

Research Areas

Energy Analysis Energy Systems Integration Grid Modernization Wind Energy

Keywords

energy, power, WRF, wind, atmospheric science, Guam, meteorology, transmission, WIND Toolkit, NLR, MET Toolkit, data, operation, esource assessment, processed data

DOE Project Details

Project Name Power systems modeling, analysis, and support

Project Number 54963