Research Output per Year
Research Output per Year
Overview
Personal Profile
Andrew Kumler has been an atmospheric scientist at NREL since 2017 and is currently a PhD candidate at the University of Colorado Boulder in the Atmospheric and Oceanic Sciences department. Previous research has involved wind and solar resource assessment and forecasting, with a recent focus on offshore wind energy. His research spans various temporal and spatial scales, using tools such as numerical weather prediction and machine learning to help fill the gaps in our knowledge of the atmospheric boundary layer as it relates to wind energy.
Research Interests
Wind resource assessment and forecasting
Offshore wind energy
Numerical weather prediction
Machine learning
Climate and climate change
Professional Experience
Research Scientist, NREL (2017–present)
Associate Scientist, CIRES (2015–2017)
Education/Academic Qualification
Master, Atmospheric Sciences, University of Illinois at Urbana-Champaign
Bachelor, Atmospheric Sciences; Earth Systems, Environment, and Society, University of Illinois at Urbana-Champaign
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Collaborations and Top Research Areas From the Past 5 Years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Causes of and Solutions to Wind Speed Bias in NREL's 2020 Offshore Wind Resource Assessment for the California Pacific Outer Continental Shelf
Bodini, N., Optis, M., Liu, Y., Gaudet, B., Krishnamurthy, R., Kumler, A., Rosencrans, D., Rybchuk, A., Tai, S.-L., Berg, L., Musial, W., Lundquist, J., Purkayastha, A., Young, E. & Draxl, C., 2024, 30 p.Research output: NREL › Technical Report
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Identification of Climatological Representative Days in the Mid-Atlantic for High-Fidelity Offshore Wind Energy Modeling
Kumler, A., Lundquist, J., Deskos, G. & Musial, W., 2024, 14 p.Research output: NREL › Presentation
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Identifying Meteorological Drivers for Errors in Modeled Winds Along the Northern California Coast
Liu, Y., Gaudet, B., Krishnamurthy, R., Tai, S.-L., Berg, L., Bodini, N., Rybchuk, A. & Kumler, A., 2024, In: Monthly Weather Review. 152, 2, p. 455-469 15 p.Research output: Contribution to journal › Article › peer-review
1 Scopus Citations -
WTK-LED: The WIND Toolkit Long-Term Ensemble Dataset
Draxl, C., Wang, J., Sheridan, L., Jung, C., Bodini, N., Buckhold, S., Aghili, C., Peco, K., Kotamarthi, R., Kumler, A., Phillips, C., Purkayastha, A., Young, E., Rosenlieb, E. & Tinnesand, H., 2024, 78 p.Research output: NREL › Technical Report
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21-Year Modeled Spatiotemporal Low-Level Jet Climatology Along the U.S. Mid-Atlantic Coast
Kumler, A., Lundquist, J., Bodini, N., Mohan, P. & Krishnamurthy, R., 2023, 29 p.Research output: NREL › Presentation
Activities
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American Meteorological Society (External organization)
Kumler, A. (Member)
0001Activity: Membership › Membership of network