SOARS Manuscripts
Papers and posters by protégés in the Significant Opportunities in Atmospheric Research (SOARS) program, dating back to the program's start in 1996.
Displaying 26–50 of 501 results
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In May 2023, the National Science Foundation National Center for Atmospheric Research (NSF NCAR) produced real-time, 204-h, 10-member ensemble forecasts with an FV3-based numerical weather prediction model. These forecasts had 3-km horizontal grid spacing over the conterminous United States (CONUS) …
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Characterizing the Response of Ecosystem Photosynthesis to Clouds and Smoke using Flux Data(opens in new tab)
The impact of smoke and cloud cover is known to impact atmospheric variables, like temperature. However, the impact on ecosystem function, such as photosynthesis, is not well understood or been investigated as thoroughly. Photosynthesis is a critical process that drives the energy budget on Earth. T… -
Analyzing Magnetosphere Conditions during a Sudden Stratospheric Warming Event in January 2013(opens in new tab)
Sudden stratospheric warmings (SSWs) occasionally occur during the winter time in the Northern Hemisphere. These events disrupt the polar vortex at the stratospheric level by reversing wind direction and pushing colder air further south. Because the atmospheric column is interconnected, we see effec… -
Evaluating the Efficacy of Airborne Radio Occultation Observations on Improving West Coast Precipitation Forecasts(opens in new tab)
Atmospheric rivers (ARs) bring intense and prolonged periods of winter precipitation to the U.S. west coast, resulting in 84% of flood damages to the region and $1 billion in damages every year. Therefore, improving AR forecasts is essential to better predict where they may land and their precipitat… -
Understanding How Winds May Have Influenced Polynesian Navigation During the Initial Voyages to Hawai'i Around 1000 CE(opens in new tab)
Indigenous communities have been observing climate phenomena and cultivating a deep understanding of their environment for centuries before the field of western climate science emerged. To understand how coastal communities and environments will respond to a warming climate, it is essential to learn… -
An Intercomparison of Water Vapor Trends in the US Southwest between CONUS404, CMIP Models, and Observations(opens in new tab)
The arid and semiarid region of the southwest United States is at risk of increasing frequency and intensity of hydroclimate extreme events, such as wildfires, heat waves, and droughts, as global warming continues. A previous study identified discrepancies in humidity trends between climate models a… -
Probing the Atmosphere Using Remote Sensing Instruments for Deep Convection: Polarimetric Radio Occultation (PRO)(opens in new tab)
Tropical cyclone (TC) observations are difficult to achieve as they develop over the oceans and at high altitudes. However, accurate observations are necessary to improve forecasts, issue early warnings, and refine weather prediction models. A novel remote-sensing technique called Polarimetric Radio… -
Understanding Factors that Contribute to Wildfire Growth in the Western United States(opens in new tab)
Wildfires in the western United States are increasing in intensity and frequency, with 61% of documented wildfires having occurred since the year 2000 in a record dating back to 1950. Research supports that this trend is largely attributable to climate change and increased urbanization. Consequently… -
Investigating Different RegCM5 Planetary Boundary Layer (PBL) Parameterizations to Simulate an Atmospheric River (AR) Case Study(opens in new tab)
While atmospheric rivers (ARs) play an important role in the hydrological cycle and are significant sources of water for the North American west coast, they can also bring extreme damage through heavy rain, flooding, and mudslides. Both ARs and the meteorological impacts of ARs are expected to becom… -
The Houston Derecho: A HRRR Versus MPAS Case Study As Part Of The NOAA Hazardous Weather Testbed Annual Spring Forecast Experiment(opens in new tab)
Every year in May, NOAA's Hazardous Weather Testbed (HWT) Experimental Forecast Program (EFP), under the guidance of the Storm Prediction Center (SPC) and National Severe Storms Laboratory (NSSL), conducts the Spring Forecasting Experiment (SFE). Scientists use the SFE to accelerate the transfer of … -
Thawing Traditions: A Research Discussion on the Impacts of Climate Change on Indigenous Alaskan Coastal Practices(opens in new tab)
Within the field of atmospheric science, many investigate the effects of climate change in a way that rarely focuses on Indigenous communities. Many discussions focus on the long-term global impacts of climate change and their effects on the ecological well-being of this planet. Still, there are com… -
Capturing the Transition Between Saharan Air Layer and Convective Environments Using Radio Occultation(opens in new tab)
The Saharan Air Layer (SAL), a warm, dry layer ($\sim800-500$ mb), significantly impacts tropical storms. Traditional infrared (IR) sensing is limited by clouds. This study uses Radio Occultation (RO) to examine the temperature and dewpoint profile transition between the SAL and convective environme… -
Madden-Julian Oscillation (MJO) vs El Niño Southern Oscillation (ENSO): Where Does Sub-Seasonal Skill Come From?(opens in new tab)
The Madden-Julian Oscillation (MJO) and El Nino Southern Oscillation (ENSO) are key sources of subseasonal to seasonal variability, influencing tropical and extratropical weather predictability. While ENSO is traditionally linked to seasonal forecasts, recent work highlights its impact on monthly ti… -
Exploring Data-Driven Equation Discovery to Model Moisture Flux(opens in new tab)
Accurately modeling moisture flux (MF) is crucial as it affects various atmospheric processes, including cloud and precipitation formation. However, current climate models struggle with representing MF due to computational challenges arising from the required finer grid resolution. As an alternative… -
Effects of Atlantic Niño on Tropical Cyclone Genesis Potential(opens in new tab)
Tropical cyclone (TC) activity is subject to seasonal variability that remains difficult to predict, partly due to poorly understood climate modes such as the Atlantic Niño (AN) — a pattern of significant sea surface temperature (SST) warming in the eastern equatorial Atlantic Ocean that peaks durin… -
Examining Events During Which Tropical Cyclones Exceed Their Theoretical Maximum Potential Intensification Rate(opens in new tab)
Tropical cyclones (TCs) are some of the most dangerous weather systems we face on Earth. Given their potentially devastating impacts, improving our understanding of TC behavior is necessary to minimize future casualties and losses. However, the rate at which TCs intensify is not fully understood and… -
Comparing COSMIC-2 Radio Occultation Soundings to Dropsondes and Models During Hurricane Ian (2022)(opens in new tab)
This research project focuses on the comparison of radio occultation (RO) soundings to dropsondes and forecast models in an intense hurricane. We did a case study on Hurricane Ian (2022) comparing the vertical temperature profiles of the three measurements. COSMIC consists of 6 satellites in low Ear… -
A Statistical Analysis of the Low Cost Air Quality Sensor Calibration Using Wildfire Impacts PM2.5 Data in Colorado(opens in new tab)
Wildfires emit large quantities of fine particulate matter (PM?.?) that degrade air quality across wide areas, yet research-grade Federal Equivalent Method (FEM) monitoring networks remain sparse relative to the scale of wildfire impacts. Low-cost sensors such as PurpleAir (PA) offer broader spatial… -
Identifying Wildland Fire Data and Use Cases to Support Integration of Fire Weather Metrics Into Enhanced Model Evaluation Tools (METplus) Verification System(opens in new tab)
Wildland fire seasons have tripled in length, with 84% of fires between 1992-2012 being human-caused, yet a consistent set of fire weather verification metrics remains absent across the United States. This study addresses that gap by developing a use case within the METplus Model Evaluation Tools fr… -
Examining Convective Froude Number as a Fire Spread Rate and Plume Structure Predictor Using the WRF Model(opens in new tab)
Fire responders and local authorities face significant challenges when dealing with extreme wildfires. These fires are unpredictable and exhibit varying spread rates and plume structures depending on whether the fire regime is plume-driven or wind-driven. To better predict fire spread in these uncer… -
Forecast Quality of Time-Lagged, Medium-Range, High-Resolution Ensembles over the United States: May 2023(opens in new tab)
In May 2023, the National Science Foundation National Center for Atmospheric Research (NSF NCAR) produced real-time, 204-h, 10-member ensemble forecasts with an FV3-based numerical weather prediction model. These forecasts had 3-km horizontal grid spacing over the conterminous United States (CONUS) … -
Bennie and the Solar Coronal Jets: The Use of Space-Based and Ground-Based Observations to Better Understand the Properties of Extended Solar Coronal Jets(opens in new tab)
Our Sun is one of the most thermodynamically and magnetically active places in the solar system, with plasma constantly churning and twisting throughout the many layers of the star. This moving plasma has extreme magnetic properties that occasionally cause eruptions, the most powerful of which can e… -
Predicting the Summer Rains of the Southwest United States Using Machine Learning(opens in new tab)
Predicting summer precipitation in the Southwest United States remains a challenging but critical task, particularly given the region's vulnerability to drought and water resource pressures. This study evaluated the ability of machine learning methods -- specifically linear regression and statistica… -
Modeling Experimental Verification of a Solar Simulator for Testing of a Next Generation Space Weather Coronagraph(opens in new tab)
Space weather coronagraphs are an important tool for observing and predicting space weather phenomena like coronal mass ejections. Space weather has the potential to disrupt life on Earth by damaging power infrastructure, pipelines, railroads, and radio communication. Methods of accurately assessing… -
Unraveling the Antarctic Snow Drought: Insights from CESM2(opens in new tab)
The Antarctic region, characterized by its ice sheet and sensitive climate, plays a crucial role in global climate dynamics and sea-level rise. Understanding its climate variability is essential. In this study, we investigate the surface mass balance (SMB) of the Antarctic Ice Sheet (AIS) and …