Search Results - "Kaulfus, Aaron"

Biomass Burning Smoke Climatology of the United States: Implications for Particulate Matter Air Quality by Kaulfus, Aaron S, Nair, Udaysankar, Jaffe, Daniel, Christopher, Sundar A, Goodrick, Scott

“…We utilize the NOAA Hazard Mapping System smoke product for the period of 2005 to 2016 to develop climatology of smoke occurrence over the Continental United…”
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Quantifying O3 Impacts in Urban Areas Due to Wildfires Using a Generalized Additive Model by Gong, Xi, Kaulfus, Aaron, Nair, Udaysankar, Jaffe, Daniel A

“…Wildfires emit O3 precursors but there are large variations in emissions, plume heights, and photochemical processing. These factors make it challenging to…”
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Deepti: Deep-Learning-Based Tropical Cyclone Intensity Estimation System by Maskey, Manil, Ramachandran, Rahul, Ramasubramanian, Muthukumaran, Gurung, Iksha, Freitag, Brian, Kaulfus, Aaron, Bollinger, Drew, Cecil, Daniel J., Miller, Jeffrey

“…Tropical cyclones are one of the costliest natural disasters globally because of the wide range of associated hazards. Thus, an accurate diagnostic model for…”
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Mercury Wet Scavenging and Deposition Differences by Precipitation Type by Kaulfus, Aaron S, Nair, Udaysankar, Holmes, Christopher D, Landing, William M

“…We analyze the effect of precipitation type on mercury wet deposition using a new database of individual rain events spanning the contiguous United States…”
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Synergy of Urban Heat, Pollution, and Social Vulnerability in One of America's Most Rapidly Growing Cities: Houston, We Have a Problem by Blackford, Andrew, Cowan, Trent, Nair, Udaysankar, Phillips, Christopher, Kaulfus, Aaron, Freitag, Brian

“…During the first two decades of the twenty‐first century, we analyze the expansion of urban land cover, urban heat island (UHI), and urban pollution island…”
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Tropical Cyclone Wind Speed Estimation: A Large Scale Training Data Set and Community Benchmarking by Gurung, Iksha, Ramasubhramanian, Muthukumaran, Freitag, Brian, Kaulfus, Aaron, Maskey, Manil, Ramachandran, Rahul, Alemohammad, Hamed

“…Tropical cyclones (TCs) cause significant disruptions to infrastructure and livelihood. The scale of loss due to TCs may be mitigated by prompt and accurate…”
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Improving Discovery and Use of NASA’s Earth Observation Data Through Metadata Quality Assessments by Bugbee, Kaylin, le Roux, JeannÉ, Sisco, Adam, Kaulfus, Aaron, Staton, Patrick, Woods, Camille, Dixon, Valerie, Lynnes, Christopher, Ramachandran, Rahul

“…High quality descriptive metadata is essential to enabling the effective discovery of Earth observation data to a growing number of diverse users. In this…”
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Relationships between Particulate Matter, Ozone, and Nitrogen Oxides during Urban Smoke Events in the Western US by Buysse, Claire E, Kaulfus, Aaron, Nair, Udaysankar, Jaffe, Daniel A

“…Urban ozone (O3) pollution is influenced by the transport of wildfire smoke but observed impacts are highly variable. We investigate O3 impacts from smoke in…”
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Quantifying O 3 Impacts in Urban Areas Due to Wildfires Using a Generalized Additive Model by Gong, Xi, Kaulfus, Aaron, Nair, Udaysankar, Jaffe, Daniel A

“…Wildfires emit O precursors but there are large variations in emissions, plume heights, and photochemical processing. These factors make it challenging to…”
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Quantifying O^sub 3^ Impacts in Urban Areas Due to Wildfires Using a Generalized Additive Model by Gong, Xi, Kaulfus, Aaron, Nair, Udaysankar, Jaffe, Daniel A

“…Wildfires emit O3 precursors but there are large variations in emissions, plume heights, and photochemical processing. These factors make it challenging to…”
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The Great Plains Irrigation Experiment (GRAINEX) by Rappin, Eric, Mahmood, Rezaul, Nair, Udaysankar, Pielke, Roger A., Brown, William, Oncley, Steve, Wurman, Joshua, Kosiba, Karen, Kaulfus, Aaron, Phillips, Chris, Lachenmeier, Emilee, Santanello, Joseph, Kim, Edward, Lawston-Parker, Patricia

“…Extensive expansion in irrigated agriculture has taken place over the last half century. Due to increased irrigation and resultant land-use–land-cover change,…”
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Day time and Nighttime Dust Event Segmentation using Deep Convolutional Neural Networks by Ramasubramanian, Muthukumaran, Gurung, Iksha, Khan, Talha, Kaulfus, Aaron, Maskey, Manil, Ramachandran, Rahul, Elmer, Nicholas, Berndt, Emily

“…Airborne dust is known to have detrimental effects on human health, the environment, and aviation. Earth-observing satellites have been used to monitor dust…”
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The Inherent Challenges of Using Large Datasets in Healthcare Research: Experiences of an Interdisciplinary Team by Kaulfus, Aaron, Alexander, Susan, Zhao, Shuang, Oster, Robert A., O’Keefe, Louise, Bartolucci, Al

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The Inherent Challenges of Using Large Data Sets in Healthcare Research: Experiences of an Interdisciplinary Team by Kaulfus, Aaron, Alexander, Susan, Zhao, Shuang, Oster, Robert A, OʼKeefe, Louise C, Bartolucci, Al

“…The use of big data has established a place across academia and business to enhance decision making and inquiry into large-scale problems, tasks that were…”
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Enabling Dynamic Data Governance in Science: Design, Implementation, and Future Directions of the Modern Data Governance Framework by Bugbee, Kaylin, Ramachandran, Rahul, Kaulfus, Aaron, Le Roux, Jeanne, Peng, Ge, Smith, Deborah, Gurung, Iksha, Acharya, Ashish, Christman, Jerika

“…As scientific data volumes exponentially grow, dynamic, flexible and open approaches to data governance are needed. In this paper, we describe our efforts to…”
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Observing Supraglacial Lakes Using Deep Learning and Planetscope Imagery by Thomas, Lillianne, Adhikari, Slesa, Gurung, Iksha, Kaulfus, Aaron, Ramasubramanian, Muthukumaran, Maskey, Manil, Ramachandran, Rahul

“…Supraglacial lakes (SGL)s result from melt water accumulation in topographic depressions on the surface of glaciers. SGLs primarily affect glacial dynamics…”
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Commercial Smallsat Data Acquisition: Program Update by Maskey, Manil, Hall, Alfreda, Murphy, Kevin, Tucker, Compton, McCarty, Will, Kaulfus, Aaron

“…NASA's Commercial Smallsat Data Acquisition (CSDA) program was initiated with a goal of acquiring data from commercial sources that support NASA's Earth…”
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Standardized Algorithm Documentation for Improved Scientific Data Understanding: The Algorithm Publication Tool Prototype by Bugbee, Kaylin, Kaulfus, Aaron, Harris, Alyssa, Bailey, Sean, Ramachandran, Rahul, Harkins, Sean, Barciauskas, Aimee, Smith, Deborah

“…Algorithm Theoretical Basis Documents (ATBDs) are documents which accompany Earth observation data products generated from algorithms. While ATBDs are…”
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Advancing Open Science Through Innovative Data System Solutions: The Joint ESA-NASA Multi-Mission Algorithm and Analysis Platform (MAAP)'s Data Ecosystem by Bugbee, Kaylin, Ramachandran, Rahul, Maskey, Manil, Barciauskas, Aimee, Kaulfus, Aaron, That, Dai-Hai Ton, Virts, Katrina, Markert, Kel, Lynnes, Chris

“…Collaborative open science practices are changing the way research is conducted. These changes affect how scientists work together on data, code and…”
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EMPLOYING DEEP LEARNING TO ENABLE VISUAL EXPLORATION OF EARTH SCIENCE EVENTS by Maskey, Manil, Ramachandran, Rahul, Gurung, Iksha, Ramasubramanian, Muthukumaran, Freitag, Brian, Kaulfus, Aaron, Priftis, Georgios, Bollinger, Drew, Mestre, Ricardo, da Silva, Daniel

“…Earth science data archives have significantly increased in size due to the number of advanced sensors and science missions. In the meantime, Earth science…”
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