Long-term characterisation of the vertical structure of the Saharan Air Layer over the Canary Islands using lidar and radiosonde profiles: implications for radiative and cloud processes over the subtropical Atlantic Ocean

Abstract. Every year, large-scale African dust outbreaks frequently pass over the Canary Islands (Spain). Here we describe the seasonal evolution of atmospheric aerosol extinction and meteorological vertical profiles on Tenerife over the period 2007–2018 using long-term micropulse lidar (MPL-3) and radiosonde observations. These measurements are used to categorise the different patterns of dust transport over the subtropical North Atlantic and, for the first time, to robustly describe the dust vertical distribution in the Saharan Air Layer (SAL) over this region. Three atmospheric scenarios dominate the aerosol climatology: dust-free (clean) conditions, the Saharan summer scenario (summer-SAL) and the Saharan winter scenario (winter-SAL). A relatively well-mixed marine boundary layer (MBL) was observed in the case of clean (dust-free) conditions; it was associated with rather constant lidar extinction coefficients (α) below 0.036 km−1 with minimum α (< 0.022 km−1) in the free troposphere (FT). The summer-SAL has been characterised as a dust-laden layer strongly affecting both the MBL (Δα = +48 % relative to clean conditions) and the FT. The summer-SAL appears as a well-stratified layer, relatively dry at lower levels (Δr∼-44 % at the SAL’s base, where r is the water vapour mixing ratio) but more humid at higher levels compared with clean FT conditions (Δr∼+332 % at 5.3 km), with a peak of α> 0.066 km−1 at ∼ 2.5 km. Desert dust is present up to ∼ 6.0 km, the SAL top based on the altitude of SAL's temperature inversion. In the winter-SAL scenario, the dust layer is confined to lower levels below 2 km altitude. This layer is characterised by a dry anomaly at lower levels (Δr∼ −38 % in comparison to the clean scenario) and a dust peak at ∼ 1.3 km height. Clean FT conditions were found above 2.3 km. Our results reveal the important role that both dust and water vapour play in the radiative balance within the summer-SAL and winter-SAL. The dominant dust-induced shortwave (SW) radiative warming in summer (heating rates up to +0.7 K d−1) is found slightly below the dust maximum. However, the dominant contribution of water vapour was observed as a net SW warming observed within the SAL (from 2.1 to 5.7 km) and as a strong cold anomaly near the SAL's top (−0.6 K d−1). The higher water vapour content found to be carried on the summer-SAL, despite being very low, represents a high relative variation in comparison to the very dry clean free troposphere in the subtropics. This relevant aspect should be properly taken into account in atmospheric modelling processes. In the case of the winter-SAL, we observed a dust-induced radiative effect dominated by SW heating (maximum heating of +0.7 K d−1 at 1.5 km, near the dust peak); both dust and atmospheric water vapour impact heating in the atmospheric column. This is the case of the SW heating within the SAL (maximum near the r peak), the dry anomaly at lower levels (Δr∼ −38 % at 1 km) and the thermal cooling (∼ 0.3 K d−1) from the temperature inversion upwards. Finally, we hypothesise that the SAL can impact heterogeneous ice nucleation processes through the frequent occurrence of mid-level clouds observed near the SAL top at relatively warm temperatures. A dust event that affected Tenerife on August 2015 is simulated using the regional DREAM model to assess the role of dust and water vapour carried within SAL in the ice nucleation processes. The modelling results reproduce the arrival of the dust plume and its extension over the island and confirm the observed relationship between the summer-SAL conditions and the formation of mid- and high-level clouds.

[1]  V. Amiridis,et al.  Cloud icing by mineral dust and impacts to aviation safety , 2021, Scientific Reports.

[2]  L. Bugliaro,et al.  Determination of complex refractive indices and optical properties of volcanic ashes in the thermal infrared based on generic petrological compositions , 2021 .

[3]  T. Carlson,et al.  The Discovery of African Dust Transport to the Western Hemisphere and the Saharan Air Layer: A History , 2021, Bulletin of the American Meteorological Society.

[4]  Minghou Xu,et al.  Influence of particle properties on measuring a low-particulate-mass concentration by light extinction method , 2021 .

[5]  M. Chin,et al.  Supplementary material to "Contribution of the world's main dust source regions to the global cycle of desert dust" , 2021 .

[6]  Adolfo Comerón,et al.  Calculation of the Overlap Function and Associated Error of an Elastic Lidar or a Ceilometer: Cross-Comparison with a Cooperative Overlap-Corrected System , 2020, Sensors.

[7]  Matthias Schneider,et al.  Spectral Aerosol Optical Depth Retrievals by Ground-Based Fourier Transform Infrared Spectrometry , 2020, Remote. Sens..

[8]  J. Prospero,et al.  Characterizing and Quantifying African Dust Transport and Deposition to South America: Implications for the Phosphorus Budget in the Amazon Basin , 2020, Global Biogeochemical Cycles.

[9]  A. Sánchez-Lavega,et al.  Dust particle size, shape and optical depth during the 2018/MY34 martian global dust storm retrieved by MSL Curiosity rover Navigation Cameras , 2020, 2008.01968.

[10]  B. Mayer,et al.  Radiative effects of long-range-transported Saharan air layers as determined from airborne lidar measurements , 2020, Atmospheric Chemistry and Physics.

[11]  Xiaohong Liu,et al.  Understanding processes that control dust spatial distributions with global climate models and satellite observations , 2020, Atmospheric Chemistry and Physics.

[12]  B. Mayer,et al.  Impacts of Water Vapor on Saharan Air Layer Radiative Heating , 2019, Geophysical Research Letters.

[13]  Argyro Nisantzi,et al.  Ice-nucleating particle versus ice crystal number concentrationin altocumulus and cirrus layers embedded in Saharan dust:a closure study , 2019 .

[14]  Albert Ansmann,et al.  Retrieval of ice-nucleating particle concentrations from lidar observations and comparison with UAV in situ measurements , 2019, Atmospheric Chemistry and Physics.

[15]  A. Berjón,et al.  A 10-year characterization of the Saharan Air Layer lidar ratio in the subtropical North Atlantic , 2019, Atmospheric Chemistry and Physics.

[16]  Jasper R. Lewis,et al.  Advancements in the Aerosol Robotic Network (AERONET) Version 3 database – automated near-real-time quality control algorithm with improved cloud screening for Sun photometer aerosol optical depth (AOD) measurements , 2019, Atmospheric Measurement Techniques.

[17]  P. Formenti,et al.  Coarse-mode mineral dust size distributions, composition and optical properties from AER-D aircraft measurements over the tropical eastern Atlantic , 2018, Atmospheric Chemistry and Physics.

[18]  Josef Gasteiger,et al.  MOPSMAP v1.0: a versatile tool for the modeling of aerosol optical properties , 2018, Geoscientific Model Development.

[19]  C. Azorín-Molina,et al.  Wind speed variability over the Canary Islands, 1948–2014: focusing on trend differences at the land–ocean interface and below–above the trade-wind inversion layer , 2018, Climate Dynamics.

[20]  Albert Ansmann,et al.  Profiling of Saharan dust from the Caribbean to western Africa – Part 1: Layering structures and optical properties from shipborne polarization/Raman lidar observations , 2017 .

[21]  Albert Ansmann,et al.  The Saharan Aerosol Long-Range Transport and Aerosol–Cloud-Interaction Experiment: Overview and Selected Highlights , 2017 .

[22]  Harald Saathoff,et al.  A New Ice Nucleation Active Site Parameterization for Desert Dust and Soot , 2017 .

[23]  F. Hourdin,et al.  Seasonal cycle of desert aerosols in western Africa: analysis of the coastal transition with passive and active sensors , 2016 .

[24]  T. Carlson The Saharan Elevated Mixed Layer and its Aerosol Optical Depth , 2016 .

[25]  S. Nickovic,et al.  Cloud ice caused by atmospheric mineral dust – Part 1: Parameterization ofice nuclei concentration in the NMME-DREAM model , 2016 .

[26]  D. Tanré,et al.  Comparison of aerosol properties retrieved using GARRLiC, LIRIC, and Raman algorithms applied to multi-wavelength lidar and sun/sky-photometer data , 2016 .

[27]  U. Lohmann,et al.  Ice nucleating particles in the Saharan Air Layer , 2016 .

[28]  Albert Ansmann,et al.  Particle settling and vertical mixing in the Saharan Air Layer as seen from an integrated model, lidar, and in-situ perspective , 2016 .

[29]  E. Cuevas,et al.  Characterization of the Marine Boundary Layer and the Trade-Wind Inversion over the Sub-tropical North Atlantic , 2016, Boundary-Layer Meteorology.

[30]  V. Freudenthaler,et al.  Lidar-Radiometer Inversion Code (LIRIC) for the retrieval of vertical aerosol properties from combined lidar/radiometer data: development and distribution in EARLINET , 2015 .

[31]  Arve Kylling,et al.  The libRadtran software package for radiative transfer calculations (version 2.0.1) , 2015 .

[32]  L. Mona,et al.  A methodology for investigating dust model performance using synergistic EARLINET/AERONET dust concentration retrievals , 2015 .

[33]  A. Challinor,et al.  The Impact of Parameterized Convection on the Simulation of Crop Processes , 2015 .

[34]  M. Chin,et al.  The fertilizing role of African dust in the Amazon rainforest: A first multiyear assessment based on data from Cloud‐Aerosol Lidar and Infrared Pathfinder Satellite Observations , 2015 .

[35]  Josef Gasteiger,et al.  Representative wavelengths absorption parameterization applied to satellite channels and spectral bands , 2014 .

[36]  T. Leisner,et al.  A new temperature- and humidity-dependent surface site density approach for deposition ice nucleation , 2014 .

[37]  M. Petters,et al.  Integrating laboratory and field data to quantify the immersion freezing ice nucleation activity of mineral dust particles , 2014 .

[38]  Emilio Cuevas,et al.  Quantification of ozone reductions within the Saharan air layer through a 13-year climatologic analysis of ozone profiles , 2014 .

[39]  Jacques Pelon,et al.  The seasonal vertical distribution of the Saharan Air Layer and its modulation by the wind , 2013 .

[40]  E. Cuevas,et al.  Characteristics of the subtropical tropopause region based on long‐term highly resolved sonde records over Tenerife , 2013 .

[41]  Anup K. Prasad,et al.  Numerical simulation of "an American haboob" , 2013 .

[42]  J. Prospero,et al.  Understanding the Transport and Impact of African Dust on the Caribbean Basin , 2013 .

[43]  O. Dubovik,et al.  Measurements on pointing error and field of view of Cimel-318 Sun photometers in the scope of AERONET , 2013 .

[44]  D. Tanré,et al.  Enhancement of aerosol characterization using synergy of lidar and sun - photometer coincident observations: the GARRLiC algorithm , 2013 .

[45]  David D. Turner,et al.  Full-Time, Eye-Safe Cloud and Aerosol Lidar Observation at Atmospheric Radiation Measurement Program Sites: Instruments and Data Analysis , 2013 .

[46]  Didier Tanré,et al.  Detection and characterization of volcanic ash plumes over Lille during the Eyjafjallajökull eruption , 2012 .

[47]  L. Mona,et al.  Lidar Measurements for Desert Dust Characterization: An Overview , 2012 .

[48]  P. Seifert,et al.  Profiling of fine and coarse particle mass: case studies of Saharan dust and Eyjafjallajökull/Grimsvötn volcanic plumes , 2012 .

[49]  B. Murray,et al.  Ice nucleation by particles immersed in supercooled cloud droplets. , 2012, Chemical Society reviews.

[50]  Paul J. DeMott,et al.  A Particle-Surface-Area-Based Parameterization of Immersion Freezing on Desert Dust Particles , 2012 .

[51]  X. Querol,et al.  African dust source regions for observed dust outbreaks over the Subtropical Eastern North Atlantic region, above 25°N , 2012 .

[52]  S. Nickovic,et al.  Technical Note: High-resolution mineralogical database of dust-productive soils for atmospheric dust modeling , 2012 .

[53]  Emilio Cuevas Agulló Estudio del comportamiento del ozono troposférico en el observatorio de Izaña (Tenerife) y su relación con la dinámica atmosférica , 2011 .

[54]  Michael Schulz,et al.  Global dust model intercomparison in AeroCom phase I , 2011 .

[55]  N. Pérez,et al.  Transport of desert dust mixed with North African industrial pollutants in the subtropical Saharan Air Layer , 2011 .

[56]  W. Hart,et al.  Statistics of Cloud Optical Properties from Airborne Lidar Measurements , 2011 .

[57]  R. Draxler,et al.  Trend changes of African airmass intrusions in the marine boundary layer over the subtropical Eastern North Atlantic region in winter , 2011 .

[58]  Albert Ansmann,et al.  Saharan Mineral Dust Experiments SAMUM–1 and SAMUM–2: what have we learned? , 2011 .

[59]  P. Formenti,et al.  Variability of aerosol vertical distribution in the Sahel , 2010 .

[60]  Shu-Hua Chen,et al.  Modification of Saharan air layer and environmental shear over the eastern Atlantic Ocean by dust-radiation effects , 2010 .

[61]  B. Marticorena,et al.  Temporal variability of mineral dust concentrations over West Africa: analyses of a pluriannual monitoring from the AMMA Sahelian Dust Transect , 2010 .

[62]  M. Jury,et al.  Warming of an elevated layer over Africa , 2010 .

[63]  D. Winker,et al.  Overview of the CALIPSO Mission and CALIOP Data Processing Algorithms , 2009 .

[64]  N. Mahowald,et al.  Maintenance of Lower Tropospheric Temperature Inversion in the Saharan Air Layer by Dust and Dry Anomaly , 2009 .

[65]  François-Marie Bréon,et al.  Aerosol vertical distribution in dust outflow over the Atlantic: Comparisons between GEOS‐Chem and Cloud‐Aerosol Lidar and Infrared Pathfinder Satellite Observation (CALIPSO) , 2008 .

[66]  Gerard Capes,et al.  Overview of the Dust and Biomass‐burning Experiment and African Monsoon Multidisciplinary Analysis Special Observing Period‐0 , 2008 .

[67]  Jason P. Dunion,et al.  A Reexamination of the Jordan Mean Tropical Sounding Based on Awareness of the Saharan Air Layer: Results from 2002 , 2008 .

[68]  M. Viana,et al.  Impact of the Saharan dust outbreaks on the ambient levels of total suspended particles (TSP) in the marine boundary layer (MBL) of the Subtropical Eastern North Atlantic Ocean , 2007 .

[69]  Veerabhadran Ramanathan,et al.  Dust plumes over the Pacific, Indian, and Atlantic oceans: Climatology and radiative impact , 2007 .

[70]  U. R. Rao,et al.  Atmospheric warming due to dust absorption over Afro‐Asian regions , 2007 .

[71]  Richard Washington,et al.  North African dust emissions and transport , 2006 .

[72]  Oleg Dubovik,et al.  Angstrom exponent and bimodal aerosol size distributions , 2006 .

[73]  R. R. Burton,et al.  The diurnal cycle of the West African monsoon circulation , 2005 .

[74]  Xavier Querol,et al.  Characterisation of TSP and PM2.5 at Izaña and Sta. Cruz de Tenerife (Canary Islands, Spain) during a Saharan Dust Episode (July 2002) , 2005 .

[75]  Bernhard Mayer,et al.  Atmospheric Chemistry and Physics Technical Note: the Libradtran Software Package for Radiative Transfer Calculations – Description and Examples of Use , 2022 .

[76]  O. Dubovik,et al.  Variability of aerosol and spectral lidar and backscatter and extinction ratios of key aerosol types derived from selected Aerosol Robotic Network locations , 2005 .

[77]  Andrew E. Dessler,et al.  Suppression of deep convection over the tropical North Atlantic by the Saharan Air Layer , 2005 .

[78]  E. Dutton,et al.  Observation of enhanced water vapor in Asian dust layer and its effect on atmospheric radiative heating rates , 2004 .

[79]  J. Reid,et al.  Vertical distributions of dust and sea-salt aerosols over Puerto Rico during PRIDE measured from a light aircraft , 2003 .

[80]  Alexander Smirnov,et al.  Analysis of measurements of Saharan dust by airborne and ground-based remote sensing methods during the Puerto Rico Dust Experiment (PRIDE) , 2003 .

[81]  Brent N. Holben,et al.  Saharan dust transport to the Caribbean during PRIDE: 1. Influence of dust sources and removal mechanisms on the timing and magnitude of downwind aerosol optical depth events from simulations of in situ and remote sensing observations , 2003 .

[82]  Sonia M. Kreidenweis,et al.  African dust aerosols as atmospheric ice nuclei , 2003 .

[83]  Paul J. DeMott,et al.  Saharan dust storms and indirect aerosol effects on clouds: CRYSTAL‐FACE results , 2003 .

[84]  V. M. Karyampudi,et al.  Synoptic-Scale Influence of the Saharan Air Layer on Tropical Cyclogenesis over the Eastern Atlantic , 2002 .

[85]  Christopher S. Velden,et al.  The Impact of the Saharan Air Layer on Atlantic Tropical Cyclone Activity , 2002 .

[86]  M. Chin,et al.  Sources and distributions of dust aerosols simulated with the GOCART model , 2001 .

[87]  G. Kallos,et al.  A model for prediction of desert dust cycle in the atmosphere , 2001 .

[88]  Irina N. Sokolik,et al.  Influence of the aerosol vertical distribution on the retrievals of aerosol optical depth from satellite radiance measurements , 2000 .

[89]  Alexander Smirnov,et al.  Cloud-Screening and Quality Control Algorithms for the AERONET Database , 2000 .

[90]  T. Eck,et al.  Wavelength dependence of the optical depth of biomass burning, urban, and desert dust aerosols , 1999 .

[91]  Alexandros Papayannis,et al.  Characterization of the vertical structure of Saharan dust export to the Mediterranean basin , 1999 .

[92]  S. H. Melfi,et al.  Validation of the Saharan dust plume conceptual model using lidar, meteosat, and ECMWF Data , 1999 .

[93]  A. Smirnov,et al.  AERONET-a federated instrument network and data archive for aerosol Characterization , 1998 .

[94]  James D. Spinhirne,et al.  An Automated Algorithm for Detection of Hydrometeor Returns in Micropulse Lidar Data , 1998 .

[95]  A. Stohl,et al.  Accuracy of trajectories as determined from the conservation of meteorological tracers , 1998 .

[96]  P. Koepke,et al.  Optical Properties of Aerosols and Clouds: The Software Package OPAC , 1998 .

[97]  P. D. Antequera Las inversiones térmicas en Canarias , 1996 .

[98]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[99]  François Dulac,et al.  An additional low layer transport of Sahelian and Saharan dust over the north-eastern Tropical Atlantic , 1995 .

[100]  A. Stohl,et al.  Interpolation Errors in Wind Fields as a Function of Spatial and Temporal Resolution and Their Impact on Different Types of Kinematic Trajectories , 1995 .

[101]  James D. Spinhirne,et al.  Compact Eye Safe Lidar Systems , 1995 .

[102]  David Buckingham,et al.  Optical Properties. (Book Reviews: Modern Nonlinear Optics.) , 1994 .

[103]  V. M. Karyampudi,et al.  Analysis and Numerical Simulations of the Saharan Air Layer and Its Effect on Easterly Wave Disturbances , 1988 .

[104]  K. Stamnes,et al.  Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media. , 1988, Applied optics.

[105]  F. X. Kneizys,et al.  AFGL atmospheric constituent profiles (0-120km) , 1986 .

[106]  J. Klett Lidar inversion with variable backscatter/extinction ratios. , 1985, Applied optics.

[107]  F. G. Fernald Analysis of atmospheric lidar observations: some comments. , 1984, Applied optics.

[108]  Toby N. Carlson,et al.  Vertical and areal distribution of Saharan dust over the western equatorial north Atlantic Ocean , 1972 .

[109]  T. Carlson,et al.  The Large-Scale Movement of Saharan Air Outbreaks over the Northern Equatorial Atlantic , 1972 .

[110]  Anders Ångström,et al.  On the Atmospheric Transmission of Sun Radiation and on Dust in the Air , 1929 .

[111]  S. Nickovic,et al.  Mineralogy Sensitive Immersion Freezing Parameterization in DREAM , 2022 .

[112]  M. Chin,et al.  An AeroCom initial assessment – optical properties in aerosol component modules of global models , 2018 .

[113]  M. Wiegner,et al.  MOPSMAP v 1 . 0 : A versatile tool for modeling of aerosol optical properties , 2018 .

[114]  Carmen Fuentes Caracterización de las propiedades de los aerosoles en columna en la región subtropical , 2015 .

[115]  Sara Basart,et al.  Izaña Atmospheric Research Center. Activity Report 2017-2018 , 2015 .

[116]  A. Sunnu,et al.  A long-term experimental study of the Saharan dust presence in West Africa , 2008 .

[117]  B. Holben,et al.  The NASA Micro-Pulse Lidar Network (MPLNET): Co-location of Lidars with AERONET , 2004 .

[118]  O. Boucher On Aerosol Direct Shortwave Forcing and the Henyey-Greenstein Phase Function. , 1998 .

[119]  Toby N. Carlson,et al.  Saharan air outbreaks over the tropical North Atlantic , 1980 .