Publications: Gao, Xiang

Journal Article
Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions

Chinta, S., X. Gao and Q. Zhu (2024).
Journal of Advances in Modeling Earth Systems, 16(7) (doi: 10.1029/2023MS004115)

Conference Proceedings Paper
How do winter-time extratropical cyclones change in the future over South Africa?

Chinta, S., C.A. Schlosser, X. Gao and K. Hodges (2024).
EGU General Assembly, EGU24-20374 (doi: 10.5194/egusphere-egu24-20374)

Joint Program Report
Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions
Report 370

Chinta, S., X. Gao and Q. Zhu (2024).
Joint Program Report Series, March, 17 p. [Download]

Journal Article
Corn, Soybeans and Winter Wheat Water Requirements over the Contiguous United States between 2013 and 2021: The Application of the SEBALIGEE v2 Global Model

Mhawej, M., X. Gao, J.M. Reilly and Y. Abunnasr (2024).
Journal of Hydrology, 630, 130782 (doi: 10.1016/j.jhydrol.2024.130782)

Conference Proceedings Paper
Sensitivity Analysis and Uncertainty Quantification of E3SM Methane model using Machine Learning

Chinta, S., X. Gao and Q. Zhu (2023).
American Geophysical Union (AGU) Fall Meeting, B16D-02

Conference Proceedings Paper
Machine Learning Assisted Bayesian Calibration of Model Physics Parameters for Wetland Methane Emissions: A Case Study at a FLUXNET-CH4 Site

Chinta, S., X. Gao and Q. Zhu (2023).
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning: Blending New and Existing Knowledge Systems, [Download]

Journal Article
A Large Ensemble Global Dataset for Climate Impact Assessments

Gao, X., A. Sokolov and C.A. Schlosser (2023).
Scientific Data, 10(801) (doi: 10.1038/s41597-023-02708-9)

Conference Proceedings Paper
Disentangling the Changing Nature of Water Quality, Availability, and Equity in the United States

Schlosser, C.A., C. Fant, X. Gao, A, Sokolov, A. Gurgel and J. Morris (2023).
American Geophysical Union (AGU) Fall Meeting, GC31B-05

Conference Proceedings Paper
Future Patterns of US Agricultural Land Use under Multiple Stressors

Gurgel, A., K. Narayan, X. Gao, C.R. Vernon, J. Morris, C.A. Schlosser, J. Reilly and S. Paltsev (2023).
American Geophysical Union (AGU) Fall Meeting,

Joint Program Report
The Changing Nature of Human-Forced Hydroclimatic Risks across Africa
Report 368

Schlosser, C.A., A. Sokolov, X. Gao, T. Thomas and K. Strzepek (2023).
Joint Program Report Series, August, 23 p. [Download]

Journal Article
Assessing Compounding Risks Across Multiple Systems and Sectors: A Socio-Environmental Systems Risk-Triage Approach

Schlosser, C. Adam, C. Frankenfeld, S. Eastham, X. Gao, A. Gurgel, A. McCluskey, J. Morris, S. Orzach, K. Rouge, S. Paltsev and J. Reilly (2023).
Frontiers in Climate, Accepted (Vol. 5, doi: 10.3389/fclim.2023.1100600)

Joint Program Report
A Large Ensemble Global Dataset for Climate Impact Assessments
Report 363

Gao, X., A. Sokolov and C.A. Schlosser (2023).
Joint Program Report Series, February, 27 p. [Download]

Joint Program Report
SEBALIGEE v2: Global Evapotranspiration Estimation Replacing Hot/Cold Pixels with Machine Learning
Report 362

Mhawej, M., X. Gao, J.M. Reilly and Y. Abunnasr (2022).
Joint Program Report Series, October, 11 p. [Download]

Conference Proceedings Paper
Quantifying the Compounding, Co-Existing Nature and Inequities of Physical and Transition Risks Across the United States

Schlosser, C.A., C. Frankenfeld, S. Orzach, S.D. Eastham, X. Gao, A. Gurgel, A. McCluskey, J.F. Morris, S. Paltsev, J.M. Reilly and K. Rouge (2022).
American Geophysical Union (AGU) Fall Meeting, GC25E-05

Conference Proceedings Paper
Climate Extremes and the Future of the Power Sector in the U.S. Heartland: A Multi-Sector Dynamics Perspective

Gurgel, A., C.A. Schlosser, M. Yuan, X. Gao, K. Tapia-Ahumada, J.F. Morris and J.M. Reilly (2022).
American Geophysical Union (AGU) Fall Meeting, GC14C-02

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