Publications

Duarte García, J. (2023). Machine Learning for Impact-Based Flash Flood Warnings: Hazard Report Operationalization for Impact Predictions. https://shareok.org/handle/11244/340068
Woods, D., Kirstetter, P.-E., Vergara, H., Duarte, J. A., & Basara, J. (2023). Hydrologic Evaluation of the Global Precipitation Measurement Mission over the U.S.: Error Budget Analysis. Journal of Hydrology, 626, 130212. https://doi.org/10.1016/j.jhydrol.2023.130212
Woods, D., Kirstetter, P.-E., Vergara, H., Duarte, J. A., & Basara, J. (2023). Hydrologic evaluation of the global precipitation measurement mission over the U.S.: Flood peak discharge and duration. Journal of Hydrology, 617, 129124. https://doi.org/10.1016/j.jhydrol.2023.129124
Duarte, J. A., Vergara, H., Gourley, J. J., Kirstetter, P.-E., & Nicholson, C. D. (2023, January). ML for Guiding Impact-Based Flash Flood Warnings. https://ams.confex.com/ams/103ANNUAL/meetingapp.cgi/Paper/421223
Duarte, J. A., Vergara, H., Gourley, J. J., Kirstetter, P.-E., & Nicholson, C. D. (2022, October). ML-Based Guidance for Impact-Based Flash Flood Warnings. https://ams.confex.com/ams/30SLS/meetingapp.cgi/Paper/407373
Rahman Khan, M., Gourley, J. J., Duarte, J. A., Vergara, H., Wasielewski, D., Ayral, P.-A., & Fulton, J. W. (2021). Uncertainty in remote sensing of streams using noncontact radars. Journal of Hydrology, 603, 126809. https://doi.org/10.1016/j.jhydrol.2021.126809
Duarte, J. A., Kirstetter, P.-E., Saharia, M., Gourley, J. J., Vergara, H., & Nicholson, C. D. (2020, January). Data-Driven, Physically Based Characterization of Floods Accounting for Subbasin Precipitation Variability. https://ams.confex.com/ams/2020Annual/meetingapp.cgi/Paper/365126
Duarte, J., Kirstetter, P. E., Saharia, M., Gourley, J. J., Vergara, H., & Nicholson, C. D. (2020). Predicting flood responses from spatial rainfall variability and basin morphology through machine learning. 22179. https://ui.adsabs.harvard.edu/abs/2020EGUGA..2222179D
Duarte, J. A., González, A. D., & Gourley, J. J. (2021). Wildfire burn scar encapsulation - Subsetting common spatial domains for post-wildfire debris flow predictions over the United States. Optimization Letters, 16(3), 789–819. https://doi.org/10.1007/s11590-021-01800-6
García, D., & Alberto, J. (2019). Probabilistic Characterization of Floods from Catchment-Scale Precipitation Moments. https://shareok.org/handle/11244/321052
Wasielewski, D. J., Gourley, J. J., Duarte, J. A., & Allaix, N. (2019). Withdrawn: Stream bathymetry retrievals with the PinPoint bathymetry lidar. 99th American Meteorological Society Annual Meeting.
Duarte, J. A., Gourley, J. J., Gauthier, P., Staley, D. M., & Vergara, H. (2019). Withdrawn: Development and implementation of tools to monitor and forecast post-wildfire debris flows. 99th American Meteorological Society Annual Meeting.
Duarte García, J. A. (2019). Ingeniería, ciencia de datos e investigación transdisciplinaria. Human-Centered Computing International Summit, Universidad El Bosque.
Gourley, J. J., Howard, K. W., Kirstetter, P.-E., Weber, M. E., Vergara, H., Duarte, J. A., Marshall, C., & Hendricks, J. (2020). Use of commercial, airborne weather radars to fill in operational network gaps. 100th American Meteorological Society Annual Meeting.
Duarte, J. A., Kirstetter, P.-E., Saharia, M., Gourley, J. J., Vergara, H., & Nicholson, C. D. (2020). Data-driven, physically-based characterization of floods accounting for sub-basin precipitation variability. 100th American Meteorological Society Annual Meeting.
Duarte García, J. A. (2019). Probabilistic characterization of floods from catchment-scale precipitation moments.
Gourley, J. J., Vergara, H., Martinaitis, S., Flamig, Z., & Duarte, J. (2018). Identification of extreme rainfall amounts and concomitant flooding impacts at continental scale. AGU Fall Meeting Abstracts.
Gourley, J., Wasielewski, D., Fulton, J., Duarte, J., Allaix, N., Garnier, S., & Ayral, P.-A. (2018). Recent advances in estimating river properties using non-contact methods. EGU General Assembly Conference Abstracts, 20, 9980.
Duarte, J., Gourley, J. J., Gauthier, P., Staley, D., & Vergara, H. (2019). Development and implementation of tools to monitor and forecast post-wildfire debris flows. Geophysical Research Abstracts, 21.
Duarte García, J. A. (2016). Software defined radio for wi-fi jamming. Https://Www.Researchgate.Net/Publication/301850218_Software_Defined_Radio_for_Wi-Fi_Jamming, DOI: 10.13140/RG.2.2.23772.90240.
Merchán Rubiano, S., Beltrán Gómez, A., & Duarte García, J. (2017). Engineering students ́ academic performance prediction using ICFES test scores and demo-graphic data. Ingeniería Solidaria, 13(21), 53–61.
Merchan Rubiano, S. M., & Duarte Garcia, J. A. (2016). Analysis of data mining techniques for constructing a predictive model for academic performance. IEEE Latin America Transactions, 14(6), 2783–2788.
Merchan Rubiano, S. M., & Duarte Garcia, J. A. (2015). Formulation of a predictive model for academic performance based on students’ academic and demographic data. 2015 IEEE Frontiers in Education Conference (FIE), 1–7.