Articles | Volume 15, issue 13
https://doi.org/10.5194/amt-15-4001-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-15-4001-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
07 Jul 2022
Research article |
| 07 Jul 2022
| 07 Jul 2022
Testing the efficacy of atmospheric boundary layer height detection algorithms using uncrewed aircraft system data from MOSAiC
Dept. of Atmospheric and Oceanic Sciences, University of Colorado Boulder, Boulder, CO, USA
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
National Snow and Ice Data Center, University of Colorado Boulder, Boulder, CO, USA
John Cassano
Dept. of Atmospheric and Oceanic Sciences, University of Colorado Boulder, Boulder, CO, USA
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
National Snow and Ice Data Center, University of Colorado Boulder, Boulder, CO, USA
Sandro Dahlke
Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, Germany
Gijs de Boer
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO, USA
NOAA Physical Sciences Laboratory, Boulder, CO, USA
Integrated Remote and In Situ Sensing, University of Colorado Boulder, Boulder, CO, USA
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Cited
18 citations as recorded by crossref.
- 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) G. Jozef et al. 10.5194/acp-23-13087-2023
- Derivation and compilation of lower-atmospheric properties relating to temperature, wind, stability, moisture, and surface radiation budget over the central Arctic sea ice during MOSAiC G. Jozef et al. 10.5194/essd-15-4983-2023
- Two new multirotor uncrewed aerial vehicles (UAVs) for glaciogenic cloud seeding and aerosol measurements within the CLOUDLAB project A. Miller et al. 10.5194/amt-17-601-2024
- An overview of the vertical structure of the atmospheric boundary layer in the central Arctic during MOSAiC G. Jozef et al. 10.5194/acp-24-1429-2024
- The DataHawk2 uncrewed aircraft system for atmospheric research J. Hamilton et al. 10.5194/amt-15-6789-2022
- Widespread detection of chlorine oxyacids in the Arctic atmosphere Y. Tham et al. 10.1038/s41467-023-37387-y
- Variations in boundary layer stability across Antarctica: a comparison between coastal and interior sites M. Dice et al. 10.5194/wcd-4-1045-2023
- Application of low-altitude wind shear recognition algorithm and laser wind radar in aviation meteorological services T. Xu et al. 10.1515/phys-2023-0154
- A central arctic extreme aerosol event triggered by a warm air-mass intrusion L. Dada et al. 10.1038/s41467-022-32872-2
- Evaluation of the Coupled Arctic Forecast System’s representation of the Arctic atmospheric boundary layer vertical structure during MOSAiC G. Jozef et al. 10.1525/elementa.2023.00136
- FSNB-YOLOV8: Improvement of Object Detection Model for Surface Defects Inspection in Online Industrial Systems J. Li et al. 10.3390/app14177913
- Low ozone dry deposition rates to sea ice during the MOSAiC field campaign: Implications for the Arctic boundary layer ozone budget J. Barten et al. 10.1525/elementa.2022.00086
- Characteristics of the Arctic Planetary Boundary Layer Height From Multiple Radio Occultations L. Chang et al. 10.1109/TGRS.2023.3342193
- Evaluation of methods to determine the surface mixing layer height of the atmospheric boundary layer in the central Arctic during polar night and transition to polar day in cloudless and cloudy conditions E. Akansu et al. 10.5194/acp-23-15473-2023
- Wind Pressure Orthogonal Decomposition Anemometer: A Wind Measurement Device for Multi-Rotor UAVs T. Hou et al. 10.3390/drones7060366
- The characteristics of atmospheric boundary layer height over the Arctic Ocean during MOSAiC S. Peng et al. 10.5194/acp-23-8683-2023
- Estimating turbulent energy flux vertical profiles from uncrewed aircraft system measurements: exemplary results for the MOSAiC campaign U. Egerer et al. 10.5194/amt-16-2297-2023
- Forcing for varying boundary layer stability across Antarctica M. Dice et al. 10.5194/wcd-5-369-2024
18 citations as recorded by crossref.
- 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) G. Jozef et al. 10.5194/acp-23-13087-2023
- Derivation and compilation of lower-atmospheric properties relating to temperature, wind, stability, moisture, and surface radiation budget over the central Arctic sea ice during MOSAiC G. Jozef et al. 10.5194/essd-15-4983-2023
- Two new multirotor uncrewed aerial vehicles (UAVs) for glaciogenic cloud seeding and aerosol measurements within the CLOUDLAB project A. Miller et al. 10.5194/amt-17-601-2024
- An overview of the vertical structure of the atmospheric boundary layer in the central Arctic during MOSAiC G. Jozef et al. 10.5194/acp-24-1429-2024
- The DataHawk2 uncrewed aircraft system for atmospheric research J. Hamilton et al. 10.5194/amt-15-6789-2022
- Widespread detection of chlorine oxyacids in the Arctic atmosphere Y. Tham et al. 10.1038/s41467-023-37387-y
- Variations in boundary layer stability across Antarctica: a comparison between coastal and interior sites M. Dice et al. 10.5194/wcd-4-1045-2023
- Application of low-altitude wind shear recognition algorithm and laser wind radar in aviation meteorological services T. Xu et al. 10.1515/phys-2023-0154
- A central arctic extreme aerosol event triggered by a warm air-mass intrusion L. Dada et al. 10.1038/s41467-022-32872-2
- Evaluation of the Coupled Arctic Forecast System’s representation of the Arctic atmospheric boundary layer vertical structure during MOSAiC G. Jozef et al. 10.1525/elementa.2023.00136
- FSNB-YOLOV8: Improvement of Object Detection Model for Surface Defects Inspection in Online Industrial Systems J. Li et al. 10.3390/app14177913
- Low ozone dry deposition rates to sea ice during the MOSAiC field campaign: Implications for the Arctic boundary layer ozone budget J. Barten et al. 10.1525/elementa.2022.00086
- Characteristics of the Arctic Planetary Boundary Layer Height From Multiple Radio Occultations L. Chang et al. 10.1109/TGRS.2023.3342193
- Evaluation of methods to determine the surface mixing layer height of the atmospheric boundary layer in the central Arctic during polar night and transition to polar day in cloudless and cloudy conditions E. Akansu et al. 10.5194/acp-23-15473-2023
- Wind Pressure Orthogonal Decomposition Anemometer: A Wind Measurement Device for Multi-Rotor UAVs T. Hou et al. 10.3390/drones7060366
- The characteristics of atmospheric boundary layer height over the Arctic Ocean during MOSAiC S. Peng et al. 10.5194/acp-23-8683-2023
- Estimating turbulent energy flux vertical profiles from uncrewed aircraft system measurements: exemplary results for the MOSAiC campaign U. Egerer et al. 10.5194/amt-16-2297-2023
- Forcing for varying boundary layer stability across Antarctica M. Dice et al. 10.5194/wcd-5-369-2024
Latest update: 13 Dec 2024
Short summary
During the MOSAiC expedition, meteorological conditions over the lowest 1 km of the atmosphere were sampled with the DataHawk2 uncrewed aircraft system. These data were used to identify the best method for atmospheric boundary layer height detection by comparing visually identified subjective boundary layer height to that identified by several objective automated detection methods. The results show a bulk Richardson number-based approach gives the best estimate of boundary layer height.
During the MOSAiC expedition, meteorological conditions over the lowest 1 km of the atmosphere...
