Dr. Peng holds a Ph.D. in Meteorology from the Rosenstiel School of Marine & Atmospheric Science (RSMAS), University of Miami, with extensive training and work experience in Physical Oceanography, Statistical Analysis, and Scientific Data Stewardship.
Dr. Peng has over twenty years of technical experience in data analysis and ocean and atmosphere modeling, including model development, implementation, application, process study, and validation. She specializes in applying statistical analysis and numerical models to both atmospheric and oceanic systems to examine seasonal, interannual, and decadal variability.
Dr. Peng has led or participated in several projects on evaluating model and remote-sensed products, including NCEP regional forecast and global reanalysis winds (eta 80-km, NCEP/NCAR, and CFSR), global NWP short-range forecast winds (ECMWF, DWD, and JMA), NSCAT ocean surface winds, NCEI blended ocean surface winds (DMSP, SSM/I, QuikSCAT, TMI, AMRS-E), NCEI HIRS surface temperature and humidity, and NOAA/NSIDC passive microwave sea ice concentration Climate Data Record (CDR) product.
Dr. Peng has knowledge and experience in assimilating in situ and satellite measurements into models and assessing the impacts of data assimilation on weather and climate predictions. She also has knowledge of NOAA scientific data appraisal and archival procedures, the Open Archival Information System Reference Model, national and international data formats and metadata standards, and the life cycle of scientific data preservation and stewardship. She led the development of the NCEI/CICS-NC scientific data stewardship maturity matrix and is now overseeing its application and further improvement.
Dr. Peng joined NCICS as a Research Scholar in March 2012. She serves as a scientific steward at NCEI for the NOAA/NSIDC sea ice concentration CDR, the NOAA/WHOI Ocean Surface Bundle CDRs, and NCEI ocean surface flux products.
Bliss, A. C., M. Steele, G. Peng, W. N. Meier, and S. Dickinson, 2019: Regional variability of Arctic sea ice seasonal change climate indicators from a passive microwave climate data record. Environmental Research Letters, 14, 045003. http://dx.doi.org/10.1088/1748-9326/aafb84
Peng, G., 2018: The State of Assessing Data Stewardship Maturity – An Overview. Data Science Journal, 17, 7. http://dx.doi.org/10.5334/dsj-2018-007
Peng, G., M. Steele, A. Bliss, W. N. Meier, and S. Dickinson, 2018: Temporal means and Variability of Arctic Sea Ice Melt and Freeze Season Climate Indicators Using a Satellite Climate Data Record. Remote Sensing, 10. http://dx.doi.org/10.3390/rs10091328
Peng, G., J. Matthews, and J. Yu, 2018: Sensitivity Analysis of Arctic Sea Ice Extent Trends and Statistical Projections Using Satellite Data. Remote Sensing, 10, 230. http://doi.org/10.3390/rs10020230
Peng, G., J. L. Privette, C. Tilmes, S. Bristol, T. Maycock, J. J. Bates, S. Hausman, O. Brown, and E. J. Kearns, 2018: A Conceptual Enterprise Framework for Managing Scientific Data Stewardship. Data Science Journal, 17, 15. http://dx.doi.org/10.5334/dsj-2018-015
Peng, G. and Meier, W., 2017. Temporal and regional variability of Arctic sea-ice coverage from satellite data. Annals of Glaciology, 1-10. http://dx.doi.org/10.1017/aog.2017.32
Ramapriyan, H., G. Peng, D. Moroni, and C.-L. Shie, 2017: Ensuring and Improving Information Quality for Earth Science Data and Products. D-Lib Magazine, 23. http://dx.doi.org/10.1045/july2017-ramapriyan
Peng, G., J. Lawrimore, V. Toner, C. Lief, R. Baldwin, N. Ritchey, D. Brinegar, and S. A. Del Greco, 2016: Assessing Stewardship Maturity of the Global Historical Climatology Network-Monthly (GHCN-M) Dataset: Use Case Study and Lessons Learned. D.-Lib Magazine, 22. http://dx.doi.org/10.1045/november2016-peng
Peng, G., L. Shi, S. T. Stegall, J. L. Matthews, and C. W. Fairall, 2016: An evaluation of HIRS near-surface air temperature product in the Arctic with SHEBA data. Journal of Atmospheric and Oceanic Technology, 33, 453-460. http://dx.doi.org/10.1175/JTECH-D-15-0217.1
Peng, G., N. A. Ritchey, K. S. Casey, E. J. Kearns, J. L. Privette, D. Saunders, P. Jones, T. Maycock, and S. Ansari, 2016: Scientific stewardship in the Open Data and Big Data era - Roles and responsibilities of stewards and other major product stakeholders. D.-Lib Magazine, 22. http://dx.doi.org/10.1045/may2016-peng
Shi, L., J. L. Matthews, S.-p. Ho, Q. Yang, and J. J. Bates, 2016: Algorithm development of temperature and humidity profile retrievals for long-term HIRS observations. Remote Sensing, 8, 280. http://dx.doi.org/10.3390/rs8040280
Peng, G., J. L. Privette, E. J. Kearns, N. A. Ritchey, and S. Ansari, 2015: A unified framework for measuring stewardship practices applied to digital environmental datasets. Data Science Journal, 13, 231-253. http://dx.doi.org/10.2481/dsj.14-049
Meier, W. N., G. Peng, D. J. Scott, and M. Savoie, 2014: Verification of a new NOAA/NSIDC passive microwave sea-ice concentration climate record, Polar Research, 33. http://doi.org/10.3402/polar.v33.21004
Peng, G., J.-R. Bidlot, H.P. Freitag, C. J. Schreck, III, 2014: Directional bias of TAO daily buoy wind vectors in the central equatorial Pacific Ocean from November 2008 to January 2010. Data Science Journal, 13, 79-87. http://doi.org/10.2481/dsj.14-019
Peng, G. and J. L. Privette, 2014: Stewardship maturity matrix – a unified framework for assessing data quality and usability practices applied to individual digital environmental data products. 2014 ESIP (Federation of Earth Science Information Partners) summer meeting, 7-11 July 2014, Copper Mountain, CO.
Peng, G. and J. L. Privette, 2014: A stewardship maturity matrix for assessing the state of environmental data quality and usability. 10th Annual Symposium on New Generation Operational Environmental Satellite Systems, AMS 2014 annual meeting, February 2-6, 2014, Atlanta, GA.
Peng, G., L. D. Cecil, and B. Cramer, 2014: An End-to-End Framework for Probabilistic Uncertainty Characterization of Climate Satellite Data and Products. 10th Annual Symposium on New Generation Operational Environmental Satellite Systems, AMS 2014 annual meeting, February 2-6, 2014, Atlanta, GA.
Peng, G., H.-M. Zhang, and others, 2013: Evaluation of various surface wind products with OceanSITES buoy measurements. Weather and Forecasting, 28, 1281-1303. http://doi.org/10.1175/WAF-D-12-00086.1
Peng, G. and W. Meier, 2013: Characterization of a satellite-based passive microwave sea ice concentration climate data record. Proc. International Geoscience and Remote Sensing Symposium (IGARSS), 232-235, IEEE International, 21-26 Jul, 2013, Melbourne, Australia.
Zhang, H.-M., G. Peng, L. Vasquez, W. Hankins, C. W. Fairall, R. Weller, and A. Brown, 2013: The SURFA Project: Towards Near-Real-Time Quality Monitoring of NWP Forecasts and Historical Analysis. 4th WGNE workshop on systematic error in weather and climate models. 15-19 April 2013, Exeter, UK.
Peng, G., W. N. Meier, D. J. Scott, and M. Savoie, 2013: A Long-Term and Reproducible Satellite-Based Passive Microwave Sea Ice Concentration Data Record for Climate Study and Monitoring. Earth System Science Data Journal, 5, 311–318. http://dx.doi.org/10.5194/essd-5-311-2013
Peng, G., H.-M. Zhang, H.P. Frank, J.-R. Bidlot, M. Higaki, S. Stevens, and W.R. Hankins, 2013: Evaluation of various surface wind products with OceanSITES buoy measurements. Weather and Forecasting, 28, 1281–1303. http://dx.doi.org/10.1175/WAF-D-12-00086.1
Peng, G., M. Denning, D. Saunders, M. Iwunze, R. Ullman, and J. Privette, 2012: A Low-Cost and Efficient Way to Archive Calibration/Validation Findings for Satellite Data, Abstract A33M-0333, 2012 AGU Fall Meeting, 3-7 December, San Francisco, CA.
Meier, W., G. Peng, and D. Scott, 2012: Evaluation of a passive microwave sea ice concentration climate data record, Abstract C34B-05, 2012 AGU Fall Meeting, 3-7 December, San Francisco, CA.
Shi, L., G. Peng, J. Bates, 2012: Surface Air Temperature and Humidity from Intersatellite-Calibrated HIRS Measurements in High Latitudes. Journal of Atmospheric and Oceanic Technology, 29, 3-13. http://doi.org/10.1175/JTECH-D-11-00024.1
Vasquez, L., G. Peng, M. Urzen, W. R. Hankins, and H.-M. Zhang, 2012: A Near Real-Time Monitoring System for NWP Forecast and Satellite-Based Products, Abstract IN31C-1504, 2012 AGU Fall Meeting, 3-7 December 2012, San Francisco, CA.
Zhang, H.-M., G. Peng, W. R. Hankins, and S. E. Stevens, 2012: A Facility and Examples for Evaluating Surface Fluxes from Models and Observations, AMS 18th Conference on Air-Sea Interaction, 9-12 July 2012, Boston, MA.
Banzon, P. V., G. Peng, H. Semunegus, L. Shi, X. Zhao, and J. J. Bates, 2011: NOAA multi-decadal records of climate variability, WCRP Open Science Conference – Climate Research in Service to Society, 24-28 October 2011, Denver, CO.
Fairall, C. W., H.-M. Zhang, G. Peng, S. Stevens, A. Brown, and D. Majewski, 2011: SURFA – Update on recent activities, 27th session of the WCRP-JSC/CAS Working Group on Numerical Experimentation (WGNE), 17-21 October 2011, Boulder, CO.
Peng, G., H.-M. Zhang, H. P. Frank, J. Bidlot, M. Higaki, and W. Hankins, 2011: A comparison of various Equatorial Pacific surface wind products, Proc. IGARSS 2011, 2049-2052, 24-29 July, 2011, Vancouver, Canada.
Peng, G., Z. Garraffo, G. R. Halliwell, O. M. Smedstad, C. S. Meinen, V. Hourafalou, and P. Hogan, 2009: Variability of the Florida Current transport at 27N. In: Ocean Circulation and El Nino: New Research. Eds. J. A. Long and D. S. Wells, NOVA Publisher. 291 pp.
Kourafalou, V., G. Peng, H. Kang, P. Hogan, O.-M. Smedstadt, R. Weisberg, and M. Baringer, 2008: Evaluation of Global Ocean Data Assimilation Experiment products in South Florida nested simulations with the Hybrid Coordinate Ocean Model. Ocean Dynamics, 59, 47-66. http://doi.org/10.1007/s10236-008-0160-7
Peng, G., E. Chassignet, Y.-O. Kwon, and S. C. Riser, 2006: Investigation of variability of the North Atlantic Subtropical Mode Water using profiling float data and numerical model output, Ocean Modelling, 13, 65-85. http://doi.org/10.1016/j.ocemod.2005.07.001
Peng, G., 2004: Validation of a global reanalysis model in representing synoptic scale eddies using the scatterometer data: A case study, Geophysical Research Letters, 31, L16201. http://doi.org/10.1029/2004GL020297
Peng, G., C. K. Mooers, and H. C. Graber, 1999: Coastal winds in South Florida. Journal of Applied Meteorology, 38, 1740-1757. http://doi.org/10.1175/1520-0450(1999)038<1740:CWISF>2.0.CO;2
Shi, L., J. L. Matthews, S. Stegall, and G. Peng, 2016: Poster, A long-term global dataset of temperature and humidity profiles from HIRS. 2016 CLIVAR Open Science Conference, Qingdao, Shangdong, China, 19-23 September 2016.
Ritchey, N., and G. Peng, 2016: Data stewardship maturity matrix (DSMM) – NCEI use case and application update. ESIP 2016 Summer Meeting, Durham, NC, 19-22 July 2016.
Ritchey, N., A. Milan, P. Jones, Y. Li, G. Peng, and D. Collins, 2016: Advances in Earth Science metadata for NOAA’s OneStop Project. ESIP 2016 Summer Meeting, Durham, NC, 19-22 July 2016.
Ritchey, N., A. Milan, P. Jones, Y. Li, J. Mize, and G. Peng, 2016: NOAA OneStop: Metadata Plans and Progress. NOAA’s Environmental Data Management Workshop, Washington, D.C., 19-22 July 2016.
Ritchey, N., A. Milan, P. Jones, D. Collins, Y. Li, J. Mize, and G. Peng, 2016: NOAA OneStop: Metadata Plans and Progress. NOAA’s Environmental Data Management Workshop, Washington, D.C., 4-5 January 2016.
Ramapriyan, H., G. Peng, and D. Moroni, 2016: Ensuring and Improving Information Quality for Earth Science Data and Products – Role of the ESIP Information Quality Cluster. SciDataCon, Denver, CO, 11-16 September 2016.
Peng, G., W. N. Meier, J. T. Yu, and A. Arguez, 2016: Poster, Climate Normals and Variability of Arctic Sea Ice. 2016 CLIVAR Open Science Conference, Qingdao, Shangdong, China, 19-23 September 2016.
Peng, G., 2016: Challenges and potential approach in search relevance ranking from a dataset maturity perspective. ESIP 2016 Summer Meeting, Durham, NC, 19-22 July 2016.
Shi, L., J. L. Matthews, S. Stegall, and G. Peng, 2015: Deriving long-term global dataset of temperature and humidity profiles from HIRS. The 20th International TOVS Study Conference, Lake Geneva, Wisconsin, 28 October - 3 November 2015.
Ritchey, N., and G. Peng, 2015: Assessing stewardship maturity: use case study results and lessons learned. 2015 AGU Fall meeting, San Francisco, CA, 14-18 December 2015.
Ramapriyan, H., D. Moroni, and G. Peng, 2015: Improving information quality for Earth Science data and products – overview. 2015 AGU Fall meeting, San Francisco, CA, 14-18 December 2015.
Privette, J. L., G. Peng, and K. Casey, 2015: Stewardship Frameworks in the National Centers for Environmental Information. NCEI Branch Seminar, Asheville, NC, June 30, 2015.
Peng, G., and T. Maycock, 2015: Increasing sharing, expanding user base, and estimating impact of your research data using service tools and social media - a use case study. Data Stories Blog, 29 June 2015. http://datastories.jiscinvolve.org/wp/?p=159
Peng, G., 2015: Stewards – Knowledge and Communication Hub. Version: v01r02 20160519. Figshare. https://dx.doi.org/10.6084/m9.figshare.3189724
Peng, G., 2015: Towards a consistent measure of stewardship practices. NCEI Branch Seminar, National Centers for Environmental Information, Asheville, NC, USA, 6 May 2015.
Peng, G., 2015: NOAA/WHOI Climate Data Record of Ocean Surface Bundle, v1.0 (Sea Surface Temperature, Ocean Near-Surface Properties, and Heat Fluxes) (DSI –371201). NCDC User & Engagement Services Branch Briefing, Asheville, NC, USA, 8 January 2015.
Peng, G., 2015: Stewardship maturity assessment of GHCN-Monthly v3 and lessons learned. NCEI stakeholders and management briefing, Asheville, NC, 28 September 2015.
Peng, G., 2015: Towards a consistent measure of stewardship practices applied to individual digital Earth Science datasets. 2015 ESIP Summer Meeting, Pacific Cove, CA, 14-17 July 2015.
Peng, G., 2015: A new paradigm for ensuring and improving data quality and usability – Roles and responsibilities of key players and stakeholders. 2015 ESIP Summer Meeting, Pacific Cove, CA, 14-17 July 2015.
Hou, C.-Y., M. Mayermik, G. Peng, R. Duerr, and A. Rosati, 2015: Assessing formation quality: Use case studies for the data stewardship maturity matrix. 2015 AGU Fall meeting, San Francisco, CA, 14-18 December 2015.
Downs, R., G. Peng, Y. Wei, H. Ramapriyan, and D. Moroni, 2015: Enabling the usability of Earth Science data products and services by evaluating, describing, and improving data quality throughout the data lifecycle. 2015 AGU Fall meeting, San Francisco, CA, 14-18 December 2015.
Austin, M., and G. Peng, 2015: A Prototype for content-rich decision-making support in NOAA using data as an asset. 2015 AGU Fall meeting, San Francisco, CA, 14-18 December 2015.
Jones, P. R., N. A. Ritchey, G. Peng, V. A. Toner, H. Brown, and K. Roberts, 2014: ISO, FGDC, DIF and Dublin Core – making sense of metadata standards for Earth Science data. AGU Fall meeting, San Francisco, CA, 15-19 December 2014.
Peng, G., 2014: Introduction to scientific data stewardship maturity matrix. NCEI Branch Seminar, National Centers for Environmental Information, Asheville, NC, 13 November 2014.