Comparison of observed and modeled cloud-free longwave downward radiation (2010–2016) at the high mountain BSRN Izaña station

Abstract. A 7-year (2010–2016) comparison study between measured and simulated longwave downward radiation (LDR) under cloud-free conditions was performed at the Izaña Atmospheric Observatory (IZO, Spain). This analysis encompasses a total of 2062 cases distributed approximately evenly between day and night. Results show an excellent agreement between Baseline Surface Radiation Network (BSRN) measurements and simulations with libRadtran V2.0.1 and MODerate resolution atmospheric TRANsmission model (MODTRAN) V6 radiative transfer models (RTMs). Mean bias (simulated − measured) of  <  1.1 % and root mean square of the bias (RMS) of  <  1 % are within the instrumental error (2 %). These results highlight the good agreement between the two RTMs, proving to be useful tools for the quality control of LDR observations and for detecting temporal drifts in field instruments. The standard deviations of the residuals, associated with the RTM input parameters uncertainties are rather small, 0.47 and 0.49 % for libRadtran and MODTRAN, respectively, at daytime, and 0.49 to 0.51 % at night-time. For precipitable water vapor (PWV)  >  10 mm, the observed night-time difference between models and measurements is +5 W m−2 indicating a scale change of the World Infrared Standard Group of Pyrgeometers (WISG), which serves as reference for atmospheric longwave radiation measurements. Preliminary results suggest a possible impact of dust aerosol on infrared radiation during daytime that might not be correctly parametrized by the models, resulting in a slight underestimation of the modeled LDR, of about −3 W m−2, for relatively high aerosol optical depth (AOD  >  0.20).

[1]  John R. Lanzante,et al.  Resistant, Robust and Non-Parametric Techniques for the Analysis of Climate Data: Theory and Examples, Including Applications to Historical Radiosonde Station Data , 1996 .

[2]  W. Brutsaert The Roughness Length for Water Vapor Sensible Heat, and Other Scalars. , 1975 .

[3]  M. Wendisch,et al.  Atmospheric radiative effects of an in situ measured Saharan dust plume and the role of large particles , 2007 .

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

[5]  Josep Calbó,et al.  Modeling atmospheric longwave radiation at the surface during overcast skies: The role of cloud base height , 2015 .

[6]  R. Dickinson,et al.  Global atmospheric downward longwave radiation at the surface from ground‐based observations, satellite retrievals, and reanalyses , 2013 .

[7]  César López,et al.  Automatic observation of cloudiness: analysis of all-sky images , 2012 .

[8]  Matthias Schneider,et al.  Continuous quality assessment of atmospheric water vapour measurement techniques: FTIR, Cimel, MFRSR, GPS, and Vaisala RS92 , 2010 .

[9]  Josep Calbó,et al.  Modeling atmospheric longwave radiation at the surface under cloudless skies , 2009 .

[10]  D. Turner,et al.  A method for continuous estimation of clear‐sky downwelling longwave radiative flux developed using ARM surface measurements , 2008 .

[11]  C. Schär,et al.  A new diagram of the global energy balance , 2013 .

[12]  B. Mayer,et al.  Comparison of Measured and Modeled Nocturnal Clear Sky Longwave Downward Radiation at Payerne, Switzerland , 2009 .

[13]  A. Prata A new long‐wave formula for estimating downward clear‐sky radiation at the surface , 1996 .

[14]  Ray D. Jackson,et al.  Thermal radiation from the atmosphere , 1969 .

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

[16]  Gail P. Anderson,et al.  Reformulation of the MODTRAN band model for higher spectral resolution , 2000, SPIE Defense + Commercial Sensing.

[17]  W. Swinbank Long‐wave radiation from clear skies , 1963 .

[18]  T. Blumenstock,et al.  Consistency and quality assessment of the Metop-A/IASI and Metop-B/IASI operational trace gas products (O 3 , CO, N 2 O, CH 4 and CO 2 ) in the Subtropical North Atlantic , 2015 .

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

[20]  U. Cubasch,et al.  GCM-Simulated Surface Energy Fluxes in Climate Change Experiments , 1997 .

[21]  Ramón Ramos López,et al.  Programa de vapor de agua en columna del Centro de Investigación Atmosférica de Izaña: análisis e intercomparación de diferentes técnicas de medida , 2009 .

[22]  J. Gröbner,et al.  Trend analysis of surface cloud‐free downwelling long‐wave radiation from four Swiss sites , 2011 .

[23]  V. Cachorro,et al.  Status of the Izaña BSRN Station , 2012 .

[24]  Shepard A. Clough,et al.  Downward longwave irradiance uncertainty under arctic atmospheres: Measurements and modeling , 2003 .

[25]  Martin Wild,et al.  Evaluation of Downward Longwave Radiation in General Circulation Models , 2001 .

[26]  Rolf Philipona,et al.  Observed relationship between surface specific humidity, integrated water vapor, and longwave downward radiation at different altitudes , 2007 .

[27]  Rolf Philipona,et al.  The clear‐sky index to separate clear‐sky from cloudy‐sky situations in climate research , 2000 .

[28]  T. Blumenstock,et al.  Quality assessment of ozone total column amounts as monitored by ground-based solar absorption spectrometry in the near infrared (> 3000 cm −1 ) , 2014 .

[29]  C. Gautier,et al.  Validation of downwelling longwave computations with surface measurements during FIFE 89 , 1995 .

[30]  S. Seneviratne,et al.  The energy balance over land and oceans: an assessment based on direct observations and CMIP5 climate models , 2015, Climate Dynamics.

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

[32]  Charles N. Long,et al.  BSRN Global Network recommended QC tests, V2.x , 2010 .

[33]  J. Gröbner,et al.  A new absolute reference for atmospheric longwave irradiance measurements with traceability to SI units , 2014 .

[34]  B. McArthur,et al.  Baseline surface radiation network (BSRN/WCRP) New precision radiometry for climate research , 1998 .

[35]  Clive D Rodgers,et al.  Inverse Methods for Atmospheric Sounding: Theory and Practice , 2000 .

[36]  Catherine Gautier,et al.  SBDART: A Research and Teaching Software Tool for Plane-Parallel Radiative Transfer in the Earth's Atmosphere. , 1998 .

[37]  Jean-François Léon,et al.  Application of spheroid models to account for aerosol particle nonsphericity in remote sensing of desert dust , 2006 .

[38]  E. R. Polovtseva,et al.  The HITRAN2012 molecular spectroscopic database , 2013 .

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

[40]  A. Ångström,et al.  A study of the radiation of the atmosphere , 2011 .

[41]  W. Collins,et al.  Radiative forcing by long‐lived greenhouse gases: Calculations with the AER radiative transfer models , 2008 .

[42]  S. Chandrasekhar,et al.  THE STABILITY OF NON-DISSIPATIVE COUETTE FLOW IN HYDROMAGNETICS. , 1960, Proceedings of the National Academy of Sciences of the United States of America.

[43]  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.

[44]  Holger Vömel,et al.  Reference quality upper-air measurements: GRUAN data processing for the Vaisala RS92 radiosonde , 2014 .

[45]  Victoria E. Cachorro,et al.  Solar radiation measurements compared to simulations at the BSRN Izaña station. Mineral dust radiative forcing and efficiency study , 2014 .

[46]  Michael D. King,et al.  A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements , 2000 .

[47]  Knut Stamnes,et al.  General Purpose Fortran Program for Discrete-Ordinate-Method Radiative Transfer in Scattering and Emitting Layered Media: An Update of DISORT , 2000 .

[48]  A. Cede,et al.  Brewer algorithm sensitivity analysis , 2006 .

[49]  Rolf Philipona,et al.  Automatic cloud amount detection by surface longwave downward radiation measurements , 2004 .

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

[51]  D. Brunt Notes on radiation in the atmosphere. I , 2007 .

[52]  J. Gröbner,et al.  Revising shortwave and longwave radiation archives in view of possible revisions of the WSG and WISG reference scales: methods and implications , 2017 .

[53]  R. Philipona,et al.  Solar and thermal radiation profiles and radiative forcing measured through the atmosphere , 2012 .

[54]  E. Dutton An Extended Comparison between LOWTRAN7 Computed and Observed Broadband Thermal Irradiances: Global Extreme and Intermediate Surface Conditions , 1993 .

[55]  E. Mahieu,et al.  Using XCO2 retrievals for assessing the long-term consistency of NDACC/FTIR data sets , 2014 .

[56]  Jean-Jacques Morcrette,et al.  The Surface Downward Longwave Radiation in the ECMWF Forecast System , 2002 .

[57]  C. Long,et al.  Identification of clear skies from broadband pyranometer measurements and calculation of downwelling shortwave cloud effects , 2000 .

[58]  M. Schneider,et al.  Technical Note: Recipe for monitoring of total ozone with a precision of around 1 DU applying mid-infrared solar absorption spectra , 2008 .

[59]  M. Haeffelin,et al.  Parametric model to estimate clear‐sky longwave irradiance at the surface on the basis of vertical distribution of humidity and temperature , 2008 .

[60]  R. García The Izaña BSRN station , 2012 .

[61]  M. Chipperfield,et al.  Subtropical trace gas profiles determined by ground-based FTIR spectroscopy at Izaña (28° N, 16° W): Five-year record, error analysis, and comparison with 3-D CTMs , 2004 .

[62]  S. Basart,et al.  The pulsating nature of large-scale Saharan dust transport as a result of interplays between mid-latitude Rossby waves and the North African Dipole Intensity , 2017 .

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

[64]  Cyrielle Denjean,et al.  Determining the infrared radiative effects of Saharan dust: a radiative transfer modelling study based on vertically resolved measurements at Lampedusa , 2017 .

[65]  Gang Li,et al.  The HITRAN 2008 molecular spectroscopic database , 2005 .

[66]  R. López,et al.  Improvements in the carbon dioxide and methane continuous measurement programs at Izaña Global GAW Station (Spain) during 2007-2009 , 2009 .

[67]  Andreas Matzarakis,et al.  Downward atmospheric longwave irradiance under clear and cloudy skies: Measurement and parameterization , 2003 .

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

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

[70]  E. Shettle Models of aerosols, clouds, and precipitation for atmospheric propagation studies , 1990 .

[71]  Alexander Berk,et al.  Validation of MODTRAN®6 and its line-by-line algorithm , 2017 .

[72]  Changes in shortwave and longwave radiative fluxes as observed at BSRN sites and simulated with CMIP5 models , 2017 .