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MAKING THE BLACK BOX MORE TRANSPARENT: Understanding the Physical Implications of Machine Learning

Bulletin of the American Meteorological Society, 2019-11, Vol.100 (11), p.2175-2200

2019

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On the Use of Unmanned Aircraft for Sampling Mesoscale Phenomena in the Preconvective Boundary Layer

Journal of atmospheric and oceanic technology, 2018-11, Vol.35 (11), p.2265-2288

2018

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MPING: Crowd-Sourcing Weather Reports for Research

Bulletin of the American Meteorological Society, 2014-09, Vol.95 (9), p.1335-1342

2014

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Assessing the Impacts of Proximity Sounding Criteria on the Climatology of Significant Tornado Environments

Weather and forecasting, 2010-06, Vol.25 (3), p.921-930

2010

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Close proximity soundings within supercell environments obtained from the Rapid Update cycle

Weather and forecasting, 2003-12, Vol.18 (6), p.1243-1261

2003

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3DVAR versus Traditional Dual-Doppler Wind Retrievals of a Simulated Supercell Thunderstorm

Monthly weather review, 2012-11, Vol.140 (11), p.3487-3494

2012

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USING ARTIFICIAL INTELLIGENCE TO IMPROVE REAL-TIME DECISION-MAKING FOR HIGH-IMPACT WEATHER

Bulletin of the American Meteorological Society, 2017-10, Vol.98 (10), p.2073-2090

2017

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Sub-Severe and Severe Hail

Weather and forecasting, 2022-08, Vol.37 (8), p.1357-1369

2022

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Sources of Uncertainty in Precipitation-Type Forecasting

Weather and forecasting, 2014-08, Vol.29 (4), p.936-953

2014

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Examination of a Real-Time 3DVAR Analysis System in the Hazardous Weather Testbed

Weather and forecasting, 2014-02, Vol.29 (1), p.63-77

2014

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A Prototype Quantitative Precipitation Estimation Algorithm for Operational S-Band Polarimetric Radar Utilizing Specific Attenuation and Specific Differential Phase. Part II: Performance Verification and Case Study Analysis

Journal of hydrometeorology, 2019-05, Vol.20 (5), p.999-1014

2019

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High-resolution observations of microscale influences on a tornado track using Unpiloted Aerial Systems (UAS)

Monthly weather review, 2021-08, Vol.149 (8), p.2819

2021

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Estimates of Gradients in Radar Moments Using a Linear Least Squares Derivative Technique

Weather and forecasting, 2019-04, Vol.34 (2), p.415-434

2019

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The NSSL Hydrometeor Classification Algorithm in Winter Surface Precipitation: Evaluation and Future Development

Weather and forecasting, 2011-10, Vol.26 (5), p.756-765

ELMORE, Kimberly L

2011

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The Tornado Probability Algorithm: A Probabilistic Machine Learning Tornadic Circulation Detection Algorithm

Weather and forecasting, 2023-03, Vol.38 (3), p.445-466

2023

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Verifying Forecast Precipitation Type with mPING

Weather and forecasting, 2015-06, Vol.30 (3), p.656-667

2015

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Assessing the Skill of Updated Precipitation-Type Diagnostics for the Rapid Refresh with mPING

Weather and forecasting, 2017-04, Vol.32 (2), p.725-732

2017

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Automated Identification of Enhanced Rainfall Rates Using the Near-Storm Environment for Radar Precipitation Estimates

Journal of hydrometeorology, 2014-06, Vol.15 (3), p.1238-1254

2014

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Evaluation of WRF Model Output for Severe Weather Forecasting from the 2008 NOAA Hazardous Weather Testbed Spring Experiment

Weather and forecasting, 2010-04, Vol.25 (2), p.408-427

2010

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Alternatives to the chi-square test for evaluating rank histograms from ensemble forecasts

Weather and forecasting, 2005-10, Vol.20 (5), p.789-795

ELMORE, Kimberly L

2005

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Using WSR-88D Data and Insolation Estimates to Determine Convective Boundary Layer Depth

Journal of atmospheric and oceanic technology, 2012-04, Vol.29 (4), p.581-588

2012

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Assessment of Forecasts during Persistent Valley Cold Pools in the Bonneville Basin by the North American Mesoscale Model

Weather and forecasting, 2011-08, Vol.26 (4), p.447-467

2011

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Euclidean distance as a similarity metric for principal component analysis

Monthly weather review, 2001-03, Vol.129 (3), p.540-549

2001

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Field significance revisited : Spatial bias errors in forecasts as applied to the eta model

Monthly weather review, 2006-02, Vol.134 (2), p.519-531

2006

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REACHING SCIENTIFIC CONSENSUS THROUGH A COMPETITION

Bulletin of the American Meteorological Society, 2010-10, Vol.91 (10), p.1423-1429

2010

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MAKING THE BLACK BOX MORE TRANSPARENT: Understanding the Physical Implications of Machine Learning

On the Use of Unmanned Aircraft for Sampling Mesoscale Phenomena in the Preconvective Boundary Layer

MPING: Crowd-Sourcing Weather Reports for Research

Assessing the Impacts of Proximity Sounding Criteria on the Climatology of Significant Tornado Environments

Close proximity soundings within supercell environments obtained from the Rapid Update cycle

3DVAR versus Traditional Dual-Doppler Wind Retrievals of a Simulated Supercell Thunderstorm

USING ARTIFICIAL INTELLIGENCE TO IMPROVE REAL-TIME DECISION-MAKING FOR HIGH-IMPACT WEATHER

Sub-Severe and Severe Hail

Sources of Uncertainty in Precipitation-Type Forecasting

Examination of a Real-Time 3DVAR Analysis System in the Hazardous Weather Testbed

A Prototype Quantitative Precipitation Estimation Algorithm for Operational S-Band Polarimetric Radar Utilizing Specific Attenuation and Specific Differential Phase. Part II: Performance Verification and Case Study Analysis

High-resolution observations of microscale influences on a tornado track using Unpiloted Aerial Systems (UAS)

Estimates of Gradients in Radar Moments Using a Linear Least Squares Derivative Technique

The NSSL Hydrometeor Classification Algorithm in Winter Surface Precipitation: Evaluation and Future Development

The Tornado Probability Algorithm: A Probabilistic Machine Learning Tornadic Circulation Detection Algorithm

Verifying Forecast Precipitation Type with mPING

Assessing the Skill of Updated Precipitation-Type Diagnostics for the Rapid Refresh with mPING

Automated Identification of Enhanced Rainfall Rates Using the Near-Storm Environment for Radar Precipitation Estimates

Evaluation of WRF Model Output for Severe Weather Forecasting from the 2008 NOAA Hazardous Weather Testbed Spring Experiment

Alternatives to the chi-square test for evaluating rank histograms from ensemble forecasts

Using WSR-88D Data and Insolation Estimates to Determine Convective Boundary Layer Depth

Assessment of Forecasts during Persistent Valley Cold Pools in the Bonneville Basin by the North American Mesoscale Model

Euclidean distance as a similarity metric for principal component analysis

Field significance revisited : Spatial bias errors in forecasts as applied to the eta model

REACHING SCIENTIFIC CONSENSUS THROUGH A COMPETITION

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