Refining Planetary Boundary Layer Height Retrievals From Micropulse‐Lidar at Multiple ARM Sites Around the World
Knowledge of the planetary boundary layer height (PBLH) is crucial for various applications in atmospheric and environmental sciences. Lidar measurements are frequently used to monitor the evolution of the PBLH, providing more frequent observations than traditional radiosonde‐based methods. However,...
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| Published in | Journal of geophysical research. Atmospheres Vol. 129; no. 13 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
16.07.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 2169-897X 2169-8996 2169-8996 |
| DOI | 10.1029/2023JD040207 |
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| Abstract | Knowledge of the planetary boundary layer height (PBLH) is crucial for various applications in atmospheric and environmental sciences. Lidar measurements are frequently used to monitor the evolution of the PBLH, providing more frequent observations than traditional radiosonde‐based methods. However, lidar‐derived PBLH estimates have substantial uncertainties, contingent upon the retrieval algorithm used. In addressing this, we applied the Different Thermo‐Dynamic Stabilities (DTDS) algorithm to establish a PBLH data set at five separate Department of Energy's Atmospheric Radiation Measurement sites across the globe. Both the PBLH methodology and the products are subject to rigorous assessments in terms of their uncertainties and constraints, juxtaposing them with other products. The DTDS‐derived product consistently aligns with radiosonde PBLH estimates, with correlation coefficients exceeding 0.77 across all sites. This study delves into a detailed examination of the strengths and limitations of PBLH data sets with respect to both radiosonde‐derived and other lidar‐based estimates of the PBLH by exploring their respective errors and uncertainties. It is found that varying techniques and definitions can lead to diverse PBLH retrievals due to the inherent intricacy and variability of the boundary layer. Our DTDS‐derived PBLH data set outperforms existing products derived from ceilometer data, offering a more precise representation of the PBLH. This extensive data set paves the way for advanced studies and an improved understanding of boundary‐layer dynamics, with valuable applications in weather forecasting, climate modeling, and environmental studies.
Plain Language Summary
The planetary boundary layer (PBL) is the lowest region of the atmosphere directly influenced by Earth's surface. This layer is vital as it connects the atmosphere to surface processes. Given its importance, accurately determining its height (PBLH) is crucial for weather, climate, and air quality studies. However, current PBLH estimates either have infrequent time intervals, as seen with radiosondes, or face notable uncertainties, like those derived from remote sensing techniques. This research evaluates a new lidar‐based PBLH method at five Department of Energy's Atmospheric Radiation Measurement sites across the globe. The PBLH data set from the new methodology aligns well with radiosonde, with notably smaller biases compared to the existing products. Additionally, this study investigates potential errors in our PBLH data, revealing that varying techniques and definitions can produce different PBLH values, highlighting the complex and dynamic nature of the PBL.
Key Points
This study evaluates the performance of the new Different Thermo‐Dynamic Stabilities (DTDS) algorithm at five Department of Energy's Atmospheric Radiation Measurement sites
DTDS‐derived boundary layer data set outperforms existing lidar‐derived products at all five sites, offering a more precise representation
This study provides an extensive boundary layer height data set that paves the way for future investigations in various applications |
|---|---|
| AbstractList | Knowledge of the planetary boundary layer height (PBLH) is crucial for various applications in atmospheric and environmental sciences. Lidar measurements are frequently used to monitor the evolution of the PBLH, providing more frequent observations than traditional radiosonde‐based methods. However, lidar‐derived PBLH estimates have substantial uncertainties, contingent upon the retrieval algorithm used. In addressing this, we applied the Different Thermo‐Dynamic Stabilities (DTDS) algorithm to establish a PBLH data set at five separate Department of Energy's Atmospheric Radiation Measurement sites across the globe. Both the PBLH methodology and the products are subject to rigorous assessments in terms of their uncertainties and constraints, juxtaposing them with other products. The DTDS‐derived product consistently aligns with radiosonde PBLH estimates, with correlation coefficients exceeding 0.77 across all sites. This study delves into a detailed examination of the strengths and limitations of PBLH data sets with respect to both radiosonde‐derived and other lidar‐based estimates of the PBLH by exploring their respective errors and uncertainties. It is found that varying techniques and definitions can lead to diverse PBLH retrievals due to the inherent intricacy and variability of the boundary layer. Our DTDS‐derived PBLH data set outperforms existing products derived from ceilometer data, offering a more precise representation of the PBLH. This extensive data set paves the way for advanced studies and an improved understanding of boundary‐layer dynamics, with valuable applications in weather forecasting, climate modeling, and environmental studies.
Plain Language Summary
The planetary boundary layer (PBL) is the lowest region of the atmosphere directly influenced by Earth's surface. This layer is vital as it connects the atmosphere to surface processes. Given its importance, accurately determining its height (PBLH) is crucial for weather, climate, and air quality studies. However, current PBLH estimates either have infrequent time intervals, as seen with radiosondes, or face notable uncertainties, like those derived from remote sensing techniques. This research evaluates a new lidar‐based PBLH method at five Department of Energy's Atmospheric Radiation Measurement sites across the globe. The PBLH data set from the new methodology aligns well with radiosonde, with notably smaller biases compared to the existing products. Additionally, this study investigates potential errors in our PBLH data, revealing that varying techniques and definitions can produce different PBLH values, highlighting the complex and dynamic nature of the PBL.
Key Points
This study evaluates the performance of the new Different Thermo‐Dynamic Stabilities (DTDS) algorithm at five Department of Energy's Atmospheric Radiation Measurement sites
DTDS‐derived boundary layer data set outperforms existing lidar‐derived products at all five sites, offering a more precise representation
This study provides an extensive boundary layer height data set that paves the way for future investigations in various applications |
| Author | Su, Tianning Roldán‐Henao, Natalia Li, Zhanqing |
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| References_xml | – volume: 126 issue: 5 year: 2021 article-title: Interpreting the diurnal cycle of clouds and precipitation in the ARM GoAmazon observations: Shallow to deep convection transition publication-title: Journal of Geophysical Research: Atmospheres – volume: 31 start-page: 1451 issue: 4 year: 2018 end-page: 1465 article-title: On the summertime planetary boundary layer with different thermodynamic stability in China: A radiosonde perspective publication-title: Journal of Climate – start-page: 107 year: 1984 end-page: 158 – volume: 16 start-page: 433 issue: 2 year: 2023 end-page: 479 article-title: Atmospheric boundary layer height from ground‐based remote sensing: A review of capabilities and limitations publication-title: Atmospheric Measurement Techniques – volume: 98 start-page: 8851 issue: D5 year: 1993 end-page: 8858 article-title: Recent changes in the North American arctic boundary layer in winter publication-title: Journal of Geophysical Research – volume: 108 issue: D13 year: 2003 article-title: Micropulse lidar observations of tropospheric aerosols over northeastern South Africa during the ARREX and SAFARI 2000 dry season experiments publication-title: Journal of Geophysical Research – volume: 17 start-page: 1455 issue: 11 year: 2000 end-page: 1468 article-title: An objective method for deriving atmospheric structure from airborne lidar observations publication-title: Journal of Atmospheric and Oceanic Technology – volume: 34 start-page: 1001 issue: 7 year: 2000 end-page: 1027 article-title: Review and intercomparison of operational methods for the determination of the mixing height publication-title: Atmospheric Environment – volume: 1 start-page: 23 year: 2020 end-page: 42 article-title: Towards the profiling of the atmospheric boundary layer at European scale—Introducing the COST action PROBE publication-title: Bulletin of Atmospheric Science and Technology – volume: 51 issue: 8 year: 2024 article-title: Observation and reanalysis derived relationships between cloud and land surface fluxes across cumulus and stratiform coupling over the Southern Great Plains publication-title: Geophysical Research Letters – volume: 97 start-page: 47 issue: 1 year: 2000 end-page: 71 article-title: Spatial and temporal variability of mixed‐layer depth and entrainment zone thickness publication-title: Boundary‐Layer Meteorology – volume: 6 start-page: 1825 issue: 10 year: 1993 end-page: 1842 article-title: Local versus nonlocal boundary‐layer diffusion in a global climate model publication-title: Journal of Climate – volume: 19 start-page: 431 issue: 4 year: 2002 end-page: 442 article-title: Full‐time, eye‐safe cloud and aerosol lidar observation at atmospheric radiation measurement program sites: Instruments and data processing publication-title: Journal of Atmospheric and Oceanic Technology – volume: 43 start-page: 5268 issue: 33 year: 2009 end-page: 5350 article-title: Atmospheric composition change—Global and regional air quality publication-title: Atmospheric Environment – year: 2024 – volume: 83 start-page: 247 issue: 2 year: 1997 end-page: 284 article-title: Lidar determination of the entrainment zone thickness at the top of the unstable marine atmospheric boundary layer publication-title: Boundary‐Layer Meteorology – volume: 23 start-page: 5790 issue: 21 year: 2010 end-page: 5809 article-title: Observed diurnal cycle climatology of planetary boundary layer height publication-title: Journal of Climate – volume: 90 start-page: 375 issue: 3 year: 1999 end-page: 396 article-title: Stratified atmospheric boundary layers publication-title: Boundary‐Layer Meteorology – volume: 39 start-page: 1233 issue: 8 year: 2000 end-page: 1247 article-title: Boundary layer height and entrainment zone thickness measured by lidars and wind‐profiling radars publication-title: Journal of Applied Meteorology – volume: 21 start-page: 17079 issue: 22 year: 2021 end-page: 17097 article-title: Investigation of near‐global daytime boundary layer height using high‐resolution radiosondes: First results and comparison with ERA5, MERRA‐2, JRA‐55, and NCEP‐2 reanalyses publication-title: Atmospheric Chemistry and Physics – volume: 11 issue: 13 year: 2019 article-title: A review of techniques for diagnosing the atmospheric boundary layer height (ABLH) using aerosol lidar data publication-title: Remote Sensing – volume: 124 start-page: 117 issue: 1 year: 2007 end-page: 128 article-title: Retrieval of mixing height and dust concentration with lidar ceilometer publication-title: Boundary‐Layer Meteorology – volume: 5571 start-page: 364 year: 2004 end-page: 374 article-title: New optical concept for commercial lidar ceilometers scanning the boundary layer publication-title: Remote Sensing of Clouds and the Atmosphere IX – volume: 74 start-page: 3891 issue: 12 year: 2017 end-page: 3900 article-title: Exact expression for the lifting condensation level publication-title: Journal of the Atmospheric Sciences – volume: 36 start-page: 201 issue: 1–2 year: 1986 end-page: 209 article-title: Scaling the atmospheric boundary layer publication-title: Boundary‐Layer Meteorology – volume: 15 start-page: 4735 issue: 16 year: 2022 end-page: 4749 article-title: Comparison of planetary boundary layer height from ceilometer with ARM radiosonde data publication-title: Atmospheric Measurement Techniques – volume: 81 start-page: 245 issue: 3–4 year: 1996 end-page: 269 article-title: Evaluation and model impacts of alternative boundary‐layer height formulations publication-title: Boundary‐Layer Meteorology – volume: 4 start-page: 810 issue: 6 year: 2017 end-page: 833 article-title: Aerosol and boundary‐layer interactions and impact on air quality publication-title: National Science Review – volume: 227 start-page: 1 year: 2019 end-page: 13 article-title: Seasonal and diurnal variability of planetary boundary layer height in Beijing: Intercomparison between MPL and WRF results publication-title: Atmospheric Research – volume: 115 issue: D16 year: 2010 article-title: Estimating climatological planetary boundary layer heights from radiosonde observations: Comparison of methods and uncertainty analysis publication-title: Journal of Geophysical Research – volume: 79 start-page: 518 year: 2013 end-page: 528 article-title: Detection, variations and intercomparison of the planetary boundary layer depth from radiosonde, lidar and infrared spectrometer publication-title: Atmospheric Environment – volume: 59 year: 2019 article-title: 100 years of progress in boundary layer meteorology publication-title: Meteorological Monographs – volume: 6 start-page: 1485 issue: 6 year: 2006 end-page: 1493 article-title: Mixing height determination by ceilometer publication-title: Atmospheric Chemistry and Physics – volume: 16 start-page: 13309 issue: 20 year: 2016 end-page: 13319 article-title: The climatology of planetary boundary layer height in China derived from radiosonde and reanalysis data publication-title: Atmospheric Chemistry and Physics – year: 1988 – year: 2022 – volume: 16 start-page: 9951 issue: 15 year: 2016 end-page: 9963 article-title: Planetary boundary layer height from CALIOP compared to radiosonde over China publication-title: Atmospheric Chemistry and Physics – volume: 20 start-page: 1092 issue: 8 year: 2003 end-page: 1105 article-title: Finding boundary layer top: Application of a wavelet covariance transform to lidar backscatter profiles publication-title: Journal of Atmospheric and Oceanic Technology – year: 2020 – volume: 22 start-page: 1453 issue: 2 year: 2022 end-page: 1466 article-title: Methodology to determine the coupling of continental clouds with surface and boundary layer height under cloudy conditions from lidar and meteorological data publication-title: Atmospheric Chemistry and Physics – volume: 206 start-page: 117 year: 2018 end-page: 124 article-title: Two‐wavelength lidar inversion algorithm for determining planetary boundary layer height publication-title: Journal of Quantitative Spectroscopy and Radiative Transfer – volume: 276 year: 2022 article-title: A high‐resolution planetary boundary layer height seasonal climatology from GNSS radio occultations publication-title: Remote Sensing of Environment – volume: 237 year: 2020 article-title: A new method to retrieve the diurnal variability of planetary boundary layer height from lidar under different thermodynamic stability conditions publication-title: Remote Sensing of Environment – volume: 14 start-page: 5977 issue: 9 year: 2021 end-page: 5986 article-title: Evaluation of retrieval methods for planetary boundary layer height based on radiosonde data publication-title: Atmospheric Measurement Techniques – volume: 49 start-page: 1831 issue: 9 year: 2010 end-page: 1844 article-title: Evaluation of three planetary boundary layer schemes in the WRF model publication-title: Journal of Applied Meteorology and Climatology – volume: 115 start-page: 553 year: 2015 end-page: 568 article-title: Influence of the choice of gas‐phase mechanism on predictions of key gaseous pollutants during the AQMEII phase‐2 intercomparison publication-title: Atmospheric Environment – volume: 100 start-page: 605 issue: 4 year: 2019 end-page: 619 article-title: How can existing ground‐based profiling instruments improve European weather forecasts? publication-title: Bulletin of the American Meteorological Society |
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| Snippet | Knowledge of the planetary boundary layer height (PBLH) is crucial for various applications in atmospheric and environmental sciences. Lidar measurements are... |
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| Title | Refining Planetary Boundary Layer Height Retrievals From Micropulse‐Lidar at Multiple ARM Sites Around the World |
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