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Award Abstract # 1805569
Analysis to evaluate and improve model performance in the Central Arctic: Unique perspectives from autonomous platforms during MOSAiC

NSF Org: OPP
Office of Polar Programs (OPP)
Recipient: THE REGENTS OF THE UNIVERSITY OF COLORADO
Initial Amendment Date: September 5, 2018
Latest Amendment Date: December 30, 2024
Award Number: 1805569
Award Instrument: Standard Grant
Program Manager: Colleen Strawhacker
colstraw@nsf.gov
 (703)292-7432
OPP
 Office of Polar Programs (OPP)
GEO
 Directorate for Geosciences
Start Date: October 1, 2018
End Date: September 30, 2025 (Estimated)
Total Intended Award Amount: $1,673,672.00
Total Awarded Amount to Date: $1,711,232.00
Funds Obligated to Date: FY 2018 = $1,673,672.00
FY 2023 = $37,560.00
History of Investigator:
  • Brian Argrow (Principal Investigator)
    brian.argrow@colorado.edu
  • Dale Lawrence (Co-Principal Investigator)
  • John Cassano (Co-Principal Investigator)
  • Gijs de Boer (Former Principal Investigator)
  • Brian Argrow (Former Co-Principal Investigator)
Recipient Sponsored Research Office: University of Colorado at Boulder
3100 MARINE ST
Boulder
CO  US  80309-0001
(303)492-6221
Sponsor Congressional District: 02
Primary Place of Performance: University of Colorado at Boulder
325 Broadway St.
Boulder
CO  US  80305-3337
Primary Place of Performance
Congressional District:
02
Unique Entity Identifier (UEI): SPVKK1RC2MZ3
Parent UEI:
NSF Program(s): SPECIAL EMPHASIS PROGRAM,
ARCSS-Arctic System Science
Primary Program Source: 01002324DB NSF RESEARCH & RELATED ACTIVIT
0100CYXXDB NSF RESEARCH & RELATED ACTIVIT

0100XXXXDB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 019Z, 072Z, 1079, 116E, 5219, 5294, 9178, 9231, 9251
Program Element Code(s): 061900, 521900
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.050, 47.078

ABSTRACT

This study will use an emerging technology, unmanned aircraft systems, to collect measurements with the goal of improving weather and climate models of the Arctic system. It is part of the international MOSAiC (Multidisciplinary drifting Observatory for the Study of Arctic Climate) program, an extensive field effort to freeze an icebreaker into sea ice for an entire year to serve as a research platform for a comprehensive study of the atmosphere, ocean and ice system in the high Arctic. The unique and potentially transformative aspect of this project is that unmanned aircraft collect data at small spatial and temporal scales, providing new information about variability in temperature, humidity, and winds. In addition, direct measurements of these variables over breaks in the sea ice have been very limited to date. Therefore, this study will address a significant source of error in our current ability to forecast how energy is transferred between the atmosphere and underlying ice and sea surface. Together with information from collaborating scientists participating in the MOSAiC field effort, the investigators will evaluate a series of hypotheses related to the performance of model simulations of key processes over the central Arctic Ocean. The investigators will also give pubic lectures at schools and other venues, capitalizing on interest and excitement in use of new technology though use of videos and photos of the unmanned aircraft systems. They will support training for early career scientists by involving graduate students and postdoctoral scientists.

The investigators will deploy an unmanned aircraft system to measure atmospheric temperature, winds, and humidity, as well as surface albedo. Flights will take place from mid-winter (February) through late summer (August) to capture variable conditions in both the atmosphere and sea ice surface and will include routine profiling of the lower atmosphere, spatial mapping of thermodynamic quantities and surface albedo, and mapping of the lower atmospheric structure over leads. This data will be evaluated with measurements of the atmosphere, ocean and ice collected by other scientists as part of the MOSAiC (Multidisciplinary drifting Observatory for the Study of Arctic Climate) project to address hypotheses related to the performance of modeling tools in simulating key processes over the central Arctic Ocean. These include questions about sub-grid scale variability of atmospheric and surface parameters and its influence on model-simulated surface energy budget; the influence of leads in the sea ice on energy transfer from the ocean to the atmosphere and how models represent this transfer; and the importance of vertical resolution in simulation of the Arctic atmosphere and its impact on the simulation of clouds and the surface energy budget. The investigators will compare observations from unmanned aerial systems to a variety of simulations, ranging from global products to fully-coupled regional simulations completed using the Regional Arctic System Model (RASM) to detailed single-column and 2D modeling at high resolution.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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(Showing: 1 - 10 of 13)
Calmer, Radiance and de Boer, Gijs and Hamilton, Jonathan and Lawrence, Dale and Webster, Melinda A. and Wright, Nicholas and Shupe, Matthew D. and Cox, Christopher J. and Cassano, John J. "Relationships between summertime surface albedo and melt pond fraction in the central Arctic Ocean: The aggregate scale of albedo obtained on the MOSAiC floe" Elem Sci Anth , v.11 , 2023 https://doi.org/10.1525/elementa.2023.00001 Citation Details
Dada, Lubna and Angot, Hélène and Beck, Ivo and Baccarini, Andrea and Quéléver, Lauriane L. and Boyer, Matthew and Laurila, Tiia and Brasseur, Zoé and Jozef, Gina and de Boer, Gijs and Shupe, Matthew D. and Henning, Silvia and Bucci, Silvia and Dütsch, Ma "A central arctic extreme aerosol event triggered by a warm air-mass intrusion" Nature Communications , v.13 , 2022 https://doi.org/10.1038/s41467-022-32872-2 Citation Details
de_Boer, Gijs and Calmer, Radiance and Jozef, Gina and Cassano, John_J and Hamilton, Jonathan and Lawrence, Dale and Borenstein, Steven and Doddi, Abhiram and Cox, Christopher and Schmale, Julia and Preußer, Andreas and Argrow, Brian "Observing the Central Arctic Atmosphere and Surface with University of Colorado uncrewed aircraft systems" Scientific Data , v.9 , 2022 https://doi.org/10.1038/s41597-022-01526-9 Citation Details
Egerer, Ulrike and Cassano, John J. and Shupe, Matthew D. and de Boer, Gijs and Lawrence, Dale and Doddi, Abhiram and Siebert, Holger and Jozef, Gina and Calmer, Radiance and Hamilton, Jonathan and Pilz, Christian and Lonardi, Michael "Estimating turbulent energy flux vertical profiles from uncrewed aircraft system measurements: exemplary results for the MOSAiC campaign" Atmospheric Measurement Techniques , v.16 , 2023 https://doi.org/10.5194/amt-16-2297-2023 Citation Details
Hamilton, Jonathan and de Boer, Gijs and Doddi, Abhiram and Lawrence, Dale A. "The DataHawk2 uncrewed aircraft system for atmospheric research" Atmospheric Measurement Techniques , v.15 , 2022 https://doi.org/10.5194/amt-15-6789-2022 Citation Details
Jozef, Gina and Cassano, John and Dahlke, Sandro and de Boer, Gijs "Testing the efficacy of atmospheric boundary layer height detection algorithms using uncrewed aircraft system data from MOSAiC" Atmospheric Measurement Techniques , v.15 , 2022 https://doi.org/10.5194/amt-15-4001-2022 Citation Details
Jozef, Gina and Cassano, John J and Solomon, Amy and Intrieri, Janet and de_Boer, Gijs "Evaluation of the Coupled Arctic Forecast Systems representation of the Arctic atmospheric boundary layer vertical structure during MOSAiC" Elem Sci Anth , v.12 , 2024 https://doi.org/10.1525/elementa.2023.00136 Citation Details
Jozef, Gina C and Cassano, John J and Dahlke, Sandro and Dice, Mckenzie and Cox, Christopher J and de_Boer, Gijs "An overview of the vertical structure of the atmospheric boundary layer in the central Arctic during MOSAiC" Atmospheric Chemistry and Physics , v.24 , 2024 https://doi.org/10.5194/acp-24-1429-2024 Citation Details
Jozef, Gina C. and Cassano, John J. and Dahlke, Sandro and Dice, Mckenzie and Cox, Christopher J. and de Boer, Gijs "Thermodynamic and kinematic drivers of atmospheric boundary layer stability in the central Arctic during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC)" Atmospheric Chemistry and Physics , v.23 , 2023 https://doi.org/10.5194/acp-23-13087-2023 Citation Details
Nicolaus, Marcel and Perovich, Donald K. and Spreen, Gunnar and Granskog, Mats A. and von Albedyll, Luisa and Angelopoulos, Michael and Anhaus, Philipp and Arndt, Stefanie and Belter, H. Jakob and Bessonov, Vladimir and Birnbaum, Gerit and Brauchle, Jörg "Overview of the MOSAiC expedition: Snow and sea ice" Elementa: Science of the Anthropocene , v.10 , 2022 https://doi.org/10.1525/elementa.2021.000046 Citation Details
Pilz, Christian and Cassano, John J and de_Boer, Gijs and Kirbus, Benjamin and Lonardi, Michael and Pöhlker, Mira and Shupe, Matthew D and Siebert, Holger and Wendisch, Manfred and Wehner, Birgit "Tethered balloon measurements reveal enhanced aerosol occurrence aloft interacting with Arctic low-level clouds" Elem Sci Anth , v.12 , 2024 https://doi.org/10.1525/elementa.2023.00120 Citation Details
(Showing: 1 - 10 of 13)

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