Evaluation of Parameterizations of Incoming Longwave Radiation in the High-Mountain Region of the Tibetan Plateau

Journal of Applied Meteorology and Climatology - Tập 56 Số 4 - Trang 833-848 - 2017
Meilin Zhu1, Tandong Yao2, Wei Yang2, Baiqing Xu2, Xiaojun Wang3
1Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, Beijing, China
2Key Laboratory of Tibetan Environment Changes and Land Surface Processes, Institute of Tibetan Plateau Research, Chinese Academy of Sciences, and Chinese Academy of Sciences Center for Excellence in Tibetan Plateau Earth Sciences, Beijing, China
3Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing, China

Tóm tắt

AbstractAccurate evaluations of incoming longwave radiation (Lin) parameterization have practical implications for glacier and river runoff changes in high-mountain regions of the Tibetan Plateau (TP). To identify potential means of accurately predicting spatiotemporal variations in Lin, 13 clear-sky parameterizations combined with 10 cloud corrections for all-sky atmospheric emissivity were evaluated at five sites in high-mountain regions of the TP through temporal and spatial parameter transfer tests. Most locally calibrated parameterizations for clear-sky and all-sky conditions performed well when applied to the calibration site. The best parameterization at five sites is Dilley and O’Brien’s A model combined with Sicart et al.’s A for cloud-correction-incorporated relative humidity. The performance of parameter transferability in time is better than that in space for the same all-sky parameterizations. The performance of parameter transferability in space presents spatial discrepancies. In addition, all all-sky parameterizations show a decrease in performance with increasing altitude regardless of whether the parameters of all-sky parameterizations were recalibrated by local conditions or transferred from other study sites. This may be attributable to the difference between screen-level air temperature and the effective atmospheric boundary layer temperature and to different cloud-base heights. Nevertheless, such worse performance at higher altitudes is likely to change because of terrain, underlying surfaces, and wind systems, among other factors. The study also describes possible spatial characteristics of Lin and its driving factors by reviewing the few studies about Lin for the mountain regions of the TP.

Từ khóa


Tài liệu tham khảo

Abramowitz, 2012, On the information content of surface meteorology for downward atmospheric long-wave radiation synthesis, Geophys. Res. Lett., 39, L04808, 10.1029/2011GL050726

Alados, 2012, Estimation of downwelling longwave irradiance under all-sky conditions, Int. J. Climatol., 32, 781, 10.1002/joc.2307

Azam, 2014, Processes governing the mass balance of Chhota Shigri Glacier (western Himalaya, India) assessed by point-scale surface energy balance measurements, Cryosphere, 8, 2195, 10.5194/tc-8-2195-2014

Brunt, 1932, Notes on radiation in the atmosphere, Quart. J. Roy. Meteor. Soc., 58, 389, 10.1002/qj.49705824704

Brutsaert, 1975, On a derivable formula for long-wave radiation from clear skies, Water Resour. Res., 11, 742, 10.1029/WR011i005p00742

Carmona, 2014, Estimation of daytime downward longwave radiation under clear and cloudy skies conditions over a sub-humid region, Theor. Appl. Climatol., 115, 281, 10.1007/s00704-013-0891-3

Crawford, 1999, An improved parameterization for estimating effective atmospheric emissivity for use in calculating daytime downwelling longwave radiation, J. Appl. Meteor., 38, 474, 10.1175/1520-0450(1999)038<0474:AIPFEE>2.0.CO;2

Dilley, 1998, Estimating downward clear sky long-wave irradiance at the surface from screen temperature and precipitable water, Quart. J. Roy. Meteor. Soc., 124, 1391, 10.1002/qj.49712454903

Duguay, 1993, Radiation modeling in mountainous terrain review and status, Mt. Res. Dev., 13, 339, 10.2307/3673761

Flerchinger, 2009, Comparison of algorithms for incoming atmospheric long-wave radiation, Water Resour. Res., 45, W03423, 10.1029/2008WR007394

Gardelle, 2012, Slight mass gain of Karakoram glaciers in the early twenty-first century, Nat. Geosci., 5, 322, 10.1038/ngeo1450

Garratt, 1992, Extreme maximum land surface temperatures, J. Appl. Meteor., 31, 1096, 10.1175/1520-0450(1992)031<1096:EMLST>2.0.CO;2

Greuell, 1997, Elevational changes in meteorological variables along a midlatitude glacier during summer, J. Geophys. Res., 102, 25 941, 10.1029/97JD02083

Gröbner, 2009, Effective atmospheric boundary layer temperature from longwave radiation measurements, J. Geophys. Res., 114, D19116, 10.1029/2009JD012274

Gubler, 2012, Uncertainties of parameterized surface downward clear-sky shortwave and all-sky longwave radiation, Atmos. Chem. Phys., 12, 5077, 10.5194/acp-12-5077-2012

Idso, 1981, A set of equations for full spectrum and 8- to 14-μm and 10.5- to 12.5-μm thermal radiation from cloudless skies, Water Resour. Res., 17, 295, 10.1029/WR017i002p00295

Idso, 1969, Thermal radiation from the atmosphere, J. Geophys. Res., 74, 5397, 10.1029/JC074i023p05397

Iziomon, 2003, Downward atmospheric longwave irradiance under clear and cloudy skies: Measurement and parameterization, J. Atmos. Sol.-Terr. Phys., 65, 1107, 10.1016/j.jastp.2003.07.007

Juszak, 2013, A comparison of parameterizations of incoming longwave radiation over melting glaciers: Model robustness and seasonal variability, J. Geophys. Res. Atmos., 118, 3066, 10.1002/jgrd.50277

Kasten, 1980, Solar and terrestrial radiation dependent on the amount and type of cloud, Sol. Energy, 24, 177, 10.1016/0038-092X(80)90391-6

Kimball, 1982, A model of thermal radiation from partly cloudy and overcast skies, Water Resour. Res., 18, 931, 10.1029/WR018i004p00931

Klok, 2002, Model study of the spatial distribution of the energy and mass balance of Morteratschgletscher, Switzerland, J. Glaciol., 48, 505, 10.3189/172756502781831133

König-Langlo, 1994, Parameterization of the downward long-wave radiation at the Earth’s surface in polar regions, Meteor. Z., 3, 343, 10.1127/metz/3/1994/343

Konzelmann, 1994, Parameterization of global and longwave incoming radiation for the Greenland ice sheet, Global Planet. Change, 9, 143, 10.1016/0921-8181(94)90013-2

Kuipers Munneke, 2011, Assessing the retrieval of cloud properties from radiation measurements over snow and ice, Int. J. Climatol., 31, 756, 10.1002/joc.2114

Lhomme, 2007, Estimating downward long-wave radiation on the Andean Altiplano, Agric. For. Meteor., 145, 139, 10.1016/j.agrformet.2007.04.007

Liu, 2011, Spatiotemporal variability of soil temperature and moisture across two contrasting timberline ecotones in the Sergyemla Mountains, southeast Tibet, Arct. Antarct. Alp. Res., 43, 229, 10.1657/1938-4246-43.2.229

MacDonell, 2013, Parameterisation of incoming longwave radiation over glacier surfaces in the semiarid Andes of Chile, Theor. Appl. Climatol., 111, 513, 10.1007/s00704-012-0675-1

Marshunova, 1966

Marthews, 2012, Calculating downward longwave radiation under clear and cloudy conditions over a tropical lowland forest site: An evaluation of model schemes for hourly data, Theor. Appl. Climatol., 107, 461, 10.1007/s00704-011-0486-9

Marty, 2000, The clear-sky index to separate clear-sky from cloudy-sky situations in climate research, Geophys. Res. Lett., 27, 2649, 10.1029/2000GL011743

Marty, 2002, Altitude dependence of surface radiation fluxes and cloud forcing in the Alps: Results from the alpine surface radiation budget network, Theor. Appl. Climatol., 72, 137, 10.1007/s007040200019

Maykut, 1973, Radiation climate of Barrow Alaska, 1962–66, J. Appl. Meteor., 12, 620, 10.1175/1520-0450(1973)012<0620:RCOBA>2.0.CO;2

Mölg, 2008, Mass balance of a slope glacier on Kilimanjaro and its sensitivity to climate, Int. J. Climatol., 28, 881, 10.1002/joc.1589

Mölg, 2009, Solar radiation, cloudiness and longwave radiation over low-latitude glaciers: Implications for mass-balance modelling, J. Glaciol., 55, 292, 10.3189/002214309788608822

Naud, 2013, Sensitivity of downward longwave surface radiation to moisture and cloud changes in a high-elevation region, J. Geophys. Res. Atmos., 118, 10 072, 10.1002/jgrd.50644

Naud, 2015, A satellite view of the radiative impact of clouds on surface downward fluxes in the Tibetan Plateau, J. Appl. Meteor. Climatol., 54, 479, 10.1175/JAMC-D-14-0183.1

Niemelä, 2001, Comparison of surface radiative flux parameterisations: Part I: Longwave radiation, Atmos. Res., 58, 1, 10.1016/S0169-8095(01)00084-9

Ohmura, 2001, Physical basis for the temperature-based melt-index method, J. Appl. Meteor., 40, 753, 10.1175/1520-0450(2001)040<0753:PBFTTB>2.0.CO;2

Philipona, 2005, Anthropogenic greenhouse forcing and strong water vapor feedback increase temperature in Europe, Geophys. Res. Lett., 32, L19809, 10.1029/2005GL023624

Plüss, 1997, Longwave radiation on snow-covered mountainous surfaces, J. Appl. Meteor., 36, 818, 10.1175/1520-0450-36.6.818

Prata, 1996, A new, long-wave formula for estimating downward clear-sky radiation at the surface, Quart. J. Roy. Meteor. Soc., 122, 1127, 10.1002/qj.49712253306

Rangwala, 2012, Climate change in mountains: A review of elevation-dependent warming and its possible causes, Climatic Change, 114, 527, 10.1007/s10584-012-0419-3

Sakai, 2006, Meteorological observation at July 1st glacier in northwest China from 2002 to 2005, Bull. Glaciol. Res., 23, 23

Sedlar, 2009, Testing longwave radiation parameterizations under clear and overcast skies at Storglaciären, Sweden, Cryosphere, 3, 75, 10.5194/tc-3-75-2009

Sicart, 2006, Incoming longwave radiation to melting snow: Observations, sensitivity and estimation in northern environments, Hydrol. Processes, 20, 3697, 10.1002/hyp.6383

Sicart, 2010, Sky longwave radiation on tropical Andean glaciers: Parameterization and sensitivity to atmospheric variables, J. Glaciol., 56, 854, 10.3189/002214310794457182

Sun, 2011, Annual variations of the components of radiation on the Laohugou No. 12 Glacier in the Qilian Mountains (in Chinese), Adv. Earth Sci., 26, 347

Swinbank, 1963, Long-wave radiation from clear skies, Quart. J. Roy. Meteor. Soc., 89, 339, 10.1002/qj.49708938105

Swinbank, 1964, Long-wave radiation from clear skies, Quart. J. Roy. Meteor. Soc., 90, 488, 10.1002/qj.49709038617

Tian, 2007, Stable isotopic variations in west China: A consideration of moisture sources, J. Geophys. Res., 112, D10112, 10.1029/2006JD007718

Unsworth, 1975, Long-wave radiation at the ground I. Angular distribution of incoming radiation, Quart. J. Roy. Meteor. Soc., 101, 13, 10.1002/qj.49710142703

Van den Broeke, 2004, Assessing and improving the quality of unattended radiation observations in Antarctica, J. Atmos. Oceanic Technol., 21, 1417, 10.1175/1520-0426(2004)021<1417:AAITQO>2.0.CO;2

Van den Broeke, 2006, Daily cycle of the surface energy balance in Antarctica and the influence of clouds, Int. J. Climatol., 26, 1587, 10.1002/joc.1323

Viúdez-Mora, 2009, Modeling atmospheric longwave radiation at the surface under cloudless skies, J. Geophys. Res., 114, D18107, 10.1029/2009JD011885

Viúdez-Mora, 2015, Modeling atmospheric longwave radiation at the surface during overcast skies: The role of cloud base height, J. Geophys. Res. Atmos., 120, 199, 10.1002/2014JD022310

Wacker, 2014, A method to calculate cloud-free longwave irradiance at the surface based on radiative transfer modeling and temperature lapse rate estimates, Theor. Appl. Climatol., 115, 551, 10.1007/s00704-013-0901-5

Wang, 2009, Global atmospheric downward longwave radiation over land surface under all-sky conditions from 1973 to 2008, J. Geophys. Res., 114, D19101, 10.1029/2009JD011800

Wang, 2009, Estimation of high-spatial resolution clear-sky longwave downward and net radiation over land surfaces from MODIS data, Remote Sens. Environ., 113, 745, 10.1016/j.rse.2008.12.004

Webster, 2016, Modeling subcanopy incoming longwave radiation to seasonal snow using air and tree trunk temperatures, J. Geophys. Res. Atmos., 121, 1220, 10.1002/2015JD024099

Yang, 2010, On downward shortwave and longwave radiations over high altitude regions: Observation and modeling in the Tibetan Plateau, Agric. For. Meteor., 150, 38, 10.1016/j.agrformet.2009.08.004

Yang, 2011, Summertime surface energy budget and ablation modeling in the ablation zone of a maritime Tibetan glacier, J. Geophys. Res., 116, D14116, 10.1029/2010JD015183

Yang, 2013, Mass balance of a maritime glacier on the southeast Tibetan Plateau and its climatic sensitivity, J. Geophys. Res. Atmos., 118, 9579, 10.1002/jgrd.50760

Yang, 2010, Seasonal characteristics of surface radiation fluxes on the East Rongbuk Glacier in the Mt. Everest region (in Chinese), Acta Meteor. Sin., 24, 680

Yao, 2012, Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings, Nat. Climate Change, 2, 663, 10.1038/nclimate1580

Yao, 2013, A review of climatic controls on δ18O in precipitation over the Tibetan Plateau: Observations and simulations, Rev. Geophys., 51, 525, 10.1002/rog.20023

Zhang, 2013, Energy and mass balance of Zhadang Glacier surface, central Tibetan Plateau, J. Glaciol., 59, 137, 10.3189/2013JoG12J152

Zhu, 2015, Energy- and mass-balance comparison between Zhadang and Parlung No. 4 Glaciers on the Tibetan Plateau, J. Glaciol., 61, 595, 10.3189/2015JoG14J206