Forecasting severe weather with random forests AJ Hill, GR Herman, RS Schumacher Monthly Weather Review 148 (5), 2135-2161, 2020 | 86 | 2020 |
Multiscale analysis of three consecutive years of anomalous flooding in Pakistan KL Rasmussen, AJ Hill, VE Toma, MD Zuluaga, PJ Webster, RA Houze Jr Quarterly Journal of the Royal Meteorological Society 141 (689), 1259-1276, 2015 | 83 | 2015 |
Ensemble Sensitivity Analysis for Mesoscale Forecasts of Dryline Convection Initiation AJ Hill, CC Weiss, BC Ancell Monthly Weather Review 144 (11), 4161-4182, 2016 | 58 | 2016 |
From random forests to flood forecasts: A research to operations success story RS Schumacher, AJ Hill, M Klein, JA Nelson, MJ Erickson, SM Trojniak, ... Bulletin of the American Meteorological Society 102 (9), E1742-E1755, 2021 | 30 | 2021 |
Forecasting excessive rainfall with random forests and a deterministic convection-allowing model AJ Hill, RS Schumacher Weather and Forecasting 36 (5), 1693-1711, 2021 | 25 | 2021 |
A New Paradigm for Medium-Range Severe Weather Forecasts: Probabilistic Random Forest–Based Predictions AJ Hill, RS Schumacher, IL Jirak Weather and Forecasting 38 (2), 251-272, 2023 | 10 | 2023 |
Factors influencing ensemble sensitivity–based targeted observing predictions at convection-allowing resolutions AJ Hill, CC Weiss, BC Ancell Monthly Weather Review 148 (11), 4497-4517, 2020 | 6 | 2020 |
Influence of a portable near-surface observing network on experimental ensemble forecasts of deep convection hazards during VORTEX-SE AJ Hill, CC Weiss, DC Dowell Weather and Forecasting 36 (4), 1141-1167, 2021 | 3 | 2021 |
Investigating sub-city gradients of air quality: lessons learned with low-cost PM2.5 and AOD monitors and machine learning M Cheeseman, B Ford, Z Rosen, E Wendt, A DesRosiers, AJ Hill, ... Atmospheric Chemistry and Physics Discussions, 1-30, 2021 | 1 | 2021 |
Properties of Cold Pools Observed during the VORTEX-SE: Meso18-19 Field Campaign JM McDonald, CC Weiss, AJ Hill 100th American Meteorological Society Annual Meeting, 2020 | 1 | 2020 |
Towards improving forecasts of severe convection along the dryline through targeted observing with ensemble sensitivity analysis A Hill, C Weiss, B Ancell | 1 | 2018 |
Three consecutive years of anomalous flooding in Pakistan KL Rasmussen, AJ Hill, VE Toma, MD Zuluaga, PJ Webster, RA Houze Jr Quart. J. Roy. Meteor. Soc, 2014 | 1 | 2014 |
Investigating Predictor Importance for a Next-Day Severe Weather Hazard Random Forest Model HJ McDaniel, AJ Hill, RS Schumacher 103rd AMS Annual Meeting, 2023 | | 2023 |
Artificial Intelligence for Severe Weather Prediction A McGovern, DJ Gagne, C Potvin, AJ Hill, R Lagerquist 30th Conference on Severe Local Storms, 2022 | | 2022 |
Erratum: Ensemble sensitivity analysis for mesoscale forecasts of dryline convection initiation (Monthly Weather Review (2016) 144 (4161-4182 AJ Hill, CC Weiss, BC Ancell Monthly Weather Review 149 (3), 899, 2021 | | 2021 |
Heavy Precipitation and Flash Flood Forecasts Using Random Forests and Convection-Allowing Models AJ Hill, RS Schumacher 100th American Meteorological Society Annual Meeting, 2020 | | 2020 |
Numerical Modeling for Recent Field Campaigns and Testbeds AJ Hill 100th American Meteorological Society Annual Meeting, 2020 | | 2020 |
Assimilating Near-Surface Observations from a Portable Mesoscale Network of StickNet Platforms During VORTEX-SE with the High Resolution Rapid Refresh Ensemble AJ Hill, CC Weiss, DC Dowell 100th American Meteorological Society Annual Meeting, 2020 | | 2020 |
Demonstration of Ensemble Sensitivity-based Targeted Observing for Convective-Scale Applications: Perfect-model Experiments A Hill | | 2019 |
Insights into Mesoscale and Storm-Scale Predictability Gained through Ensemble Sensitivity Analysis CC Weiss, DC Dowell, N Yussouf, AJ Hill 99th American Meteorological Society Annual Meeting, 2019 | | 2019 |