Estimating energy balance fluxes above a boreal forest from radiometric temperature observations

Agricultural and Forest Meteorology

Volumn 149, Issue 6-7, 2009, Pages 1037-1049

  Sanchez J M ^a   Caselles, V ^a   Niclos R ^a   Coll, C ^a   Kustas, W P ^b  

^a UNIVERSITY OF VALENCIA   (Spain)

^b AGRICULTURAL RESEARCH SERVICE   (United States)

Author keywords

Boreal forest; Canopy temperature; Energy balance closure; Energy fluxes; STSEB model

Indexed keywords

BOREAL FOREST; COMPARATIVE STUDY; ENERGY BALANCE; ENERGY FLUX; ESTIMATION METHOD; EXPERIMENTAL STUDY; RADIOMETRIC SURVEY; SENSITIVITY ANALYSIS; TEMPERATURE EFFECT;

EID: 62849126563     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2008.12.009     Document Type: Article

References (57)

1. Anderson M.C., Norman J.M., Kustas W.P., Li F., Prueger J.H., and Mecikalski J.R. Effects of vegetation clumping on two-source model predictions of surface energy fluxes from an agricultural landscape during SMACEX. Journal of Hydrometeorology 6 (2005) 892-909
2. 2 balances of a subartic mire. Journal of Geophysical Research 106 (2001) 1623-1638
3. 2 flux densities above and below a temperate broadleaf and a boreal pine forest. Tree Physiology 16 (1996) 5-16
4. Baldocchi D. Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future. Global Change Biology 9 (2003) 479-492
5. Baldocchi D.D., Vogel C.A., and Hall B. Seasonal variation of energy and water vapour exchange rates above and below a boreal jack pine forest canopy. Journal of Geophysical Research 102 D24 (1997) 28939-28951
6. Berk A., Anderson G.P., Acharya P.K., Chetwynd J.H., Bernstein L.S., Shettle E.P., Matthew M.W., and Adler-Golden S.M. MODTRAN 4 User's Manual (1999), Air Force Research Laboratory, Space Vehicles Directorate, Air Force Materiel Command, Hascom AFB, MA
7. Brutsaert W. Evaporation into The Atmosphere (1982), D. Reidel, Dordrecht 299 pp
8. Brutsaert W. Aspects of bulk atmospheric boundary layer similarity under free-convective conditions. Reviews of Geophysics 37 4 (1999) 439-451
9. Chachine M.T., Aumann H., Goldberg M., Mcmilin L., Roserkranz P., Staelin D., Strow L., and Sussking J. AIRS-Team Retrieval for Core Products and Geophysical Parameters (2001), ATBD 198 pp
10. Chen J.M. Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands. Agricultural and Forest Meteorology 80 (1996) 135-163
11. Choudhury B.J., Idso S.B., and Reginato R.J. Analysis of an empirical model for soil heat flux under a growing wheat crop for estimating evaporation by an infrared-temperature based energy balance equation. Agricultural and Forest Meteorology 39 (1987) 283-297
12. Davidson M., Moya I., Ounis A., Louis J., Ducret J.M., Moreno J., Caselles V., Sobrino J.A., Alonso J., Pedrós R., Jiménez J.C., Gómez-Amo J.L., Soria G., Niclòs R., El-Kharraz J., Martínez J.A., Utrillas M.A., Miller, Laurila T., and Thurn T. The solar induced fluorescence experiment (SIFLEX-2002): campaign overview. Proceedings of FLEX Workshop, ESA SP-527. Noodwijk, Holland (2002)
13. Finnigan J. The storage term in eddy flux calculations. Agricultural and Forest Meteorology 136 (2006) 108-113
14. Foken T., Wimmer F., Mauder M., Thomas C., and Liebethal C. Some aspects of the energy balance closure problem. Atmosphere Chemistry Physics 6 (2006) 4395-4402
15. François C. The potential of directional radiometric temperatures for monitoring soil and leaf temperature and soil moisture status. Remote Sensing of Environment 80 (2002) 122-133
16. 2 and energy exchange in temperate and boreal deciduous forests. Ecological Modelling 196 (2006) 289-312
17. Gu L.H., Meyers T., Pallardy S.G., Hanson P.J., Yang B., Heuer M., Hosman K.P., Liu Q., Riggs J.S., Sluss D., and Wullschleger S.D. Influences of biomass heat and biochemical energy storages on the land surface fluxes and radiative temperature. Journal of Geophysical Research-Atmospheres 112 D2 (2007) D02107
18. Gustafsson D., Lewan E., van der Hurk B.J.J.M., Viterbo P., Grelle A., Lindroth A., Cienciala E., Mölder M., Halldin S., and Lundin L.-C. Boreal forest surface parameterization in the ECMWF Model-1D Test with NOPEX long-term data. Journal of Applied Meteorology 42 (2003) 95-112
19. Haverd V., Cuntz M., Leuning R., and Keith H. Air and biomass heat storage fluxes in a forest canopy: calculation within a soil vegetation atmosphere transfer model. Agricultural and Forest Meteorology 147 (2007) 125-139
20. Humes K.S., Kustas W.P., and Moran M.S. Use of remote sensing and reference site measurements to estimate instantaneous surface energy balance components over a semiarid rangeland watershed. Water Resources Research 30 (1994) 1363-1373
21. Jia L., Li Z.-L., Menenti M., Su Z., Verhoef W., and Wan Z. A practical algorithm to infer soil and foliage component temperatures from biangular ATSR-2 data. International Journal of Remote Sensing 24 23 (2003) 4739-4760
22. Kustas W.P., and Goodrich D.C. Preface. Water Resources Research 30 (1994) 1211-1225
23. Kustas W.P., Daughtry C.S.T., and van Oevelen P.J. Analytical treatment of the relationships between soil flux/net radiation ratio and vegetation indices. Remote Sensing of Environment 46 (1993) 319-330
24. Lamaud E., Brunet Y., and Berbigier P. Radiation and water use efficiencies of two coniferous forest canopies. Physical Chemistry of the Earth 21 (1996) 361-365
25. Lamaud E., Ogée J., Brunet Y., and Berbigier P. Validation of eddy flux measurements above the understorey of a pine forest. Agricultural and Forest Meteorology 106 (2001) 187-203
26. Lafreur P.M. Energy balance and evapotranspiration from a subartic forest. Agricultural and Forest Meteorology 58 (1992) 163-175
27. Legrand M., Pietras C., Brogniez G., Haeffelin M., Abuhasan N.K., and Sicard M. A high-accuracy multiwavelengh radiometer for in situ measurements in the thermal infrared. Part I. Characterization of the instrument. Journal of Atmospheric and Oceanic Technology 17 (2000) 1203-1214
28. Li F., Kustas W.P., Prueger J.H., Neale C.M.U., and Jackson J.J. Utility of remote sensing based two-source energy balance model under low and high vegetation cover conditions. Journal of Hydrometeorology 6 6 (2005) 878-891
29. Lindroth A. Seasonal and diurnal variation of energy budget components in coniferous forests. Journal of Hydrology 82 (1985) 1-15
30. Massman W.J., and Lee X. Eddy covariance flux corrections and uncertainties in long-term studies of carbon and energy exchanges. Agricultural and Forest Meteorology 113 (2002) 121-144
31. Merlin O., and Chehbouni A. Different approaches in estimating heat flux using dual angle observations of radiative surface temperature. International Journal of Remote Sensing 25 1 (2004) 275-289
32. McCaughey J.H. Energy balance storage terms in a mature mixed forest at Petawawa, Ontario-a case study. Boundary Layer Meteorology 31 (1985) 89-101
33. Moran M.S., Humes K.S., and Printer P.J. The scaling characteristics of remotely-sensed variables for sparsely-vegetated heterogeneous landscapes. Journal of Hydrology 190 (1997) 337-362
34. Niclòs R., Caselles V., Coll C., Valor E., and Sánchez J.M. In situ surface temperature retrieval in a boreal forest under variable cloudiness conditions. International Journal of Remote Sensing 26 18 (2005) 3985-4000
35. Njoku E.G., Hook S.J., and Chehbouni A. Effects of surface heterogeneity on thermal remote sensing of land parameters. In: Stewart J.B., Engman E.T., Feddes R.A., and Kerr Y. (Eds). Scaling Up in Hydrology Using Remote Sensing (1996), John Wiley & Sons, West Sussex, UK 19-31 Chapter 2
36. Norman J.M., Kustas W., and Humes K. A two-source approach for estimating soil and vegetation energy fluxes from observations of directional radiometric surface temperature. Agricultural and Forest Meteorology 77 (1995) 263-293
37. Oliphant A.J., Grimmond C.S.B., Zutter H.N., Schmid H.P., Su H.-B., Scott S.L., Offerle B., Randolph J.C., and Ehman J. Heat storage and energy balance fluxes for a temperate deciduous forest. Agricultural and Forest Meteorology 126 (2004) 185-201
38. Ogawa K., Schmugge T., Jacob F., and French A. Estimation of broadband land surface emissivity from multi-spectral thermal infrared remote sensing. Agronomie 22 (2002) 695-696
39. Rubio E., Caselles V., and Badenas C. Emissivity measurements of several soils and vegetation types in the 8-14 μm wave band: analysis of two fields methods. Remote Sensing of Environment 59 (1997) 490-521
40. Rubio E., Caselles V., Coll C., Valor E., and Sospedra F. Termal-infrared emissivities of natural surfaces: improvements on the experimental set-up and new measurements. International Journal of Remote Sensing 24 (2003) 5379-5390
41. Russell M.J., Núñez M., Chladil M.A., Valiente J.A., and López Baeza E. Conversion of nadir, narrowband reflectance in red and near-infrared channels to hemispherical surface albedo. Remote Sensing of Environment 61 (1997) 16-23
42. Salisbury J.W., and D'Aria D.M. Emissivity of terrestrial materials in the 8-14 μm atmospheric window. Remote Sensing of Environment 42 (1992) 83-106
43. Sánchez J.M., Caselles V., Niclòs R., Valor E., Coll C., and Laurila T. Evaluation of the B-method for determining actual evapotranspiration in a boreal forest from MODIS data. International Journal of Remote Sensing 28 5-6 (2007) 1231-1250
44. Sánchez J.M., Kustas W.P., Caselles V., and Anderson M.C. Modelling surface energy fluxes over maize using a two-source patch model and radiometric soil and canopy temperature observations. Remote Sensing of Environment 112 (2008) 1130-1143
45. Sánchez J.M., Scavone G., Caselles V., Valor E., Copertino V.A., and Telesca V. Monitoring daily evapotranspiration at a regional scale from Landsat-TM and ETM + data: application to the Basilicata region. Journal of Hydrology 351 (2008) 58-70
46. Santanello J.A., and Friedl M.A. Diurnal covariation in soil heat flux and net radiation. Journal of Applied Meteorology 42 (2003) 851-862
47. Sauer T.J., Norman J.M., Tanner C.B., and Wilson T.B. Measurement of heat and vapour transfer coefficients at the soil surface beneath a maize canopy using source plates. Agricultural and Forest Meteorology 75 (1995) 161-189
48. Sellers P.J., Hall F., Margolis H., Kelly B., Baldocchi D., den Hartog G., Cihlar J., Ryan M.G., Goodison B., Crill P., Ranson K.J., Lettenmaier D., and Wickland D.E. Boreal Ecosystem-Atmosphere Study (BOREAS): an overview and early results from the 1994 field year. Bulletin of American Meteorological Society 76 (1995) 1549-1577
49. Sellers P.J., Hall F.G., Kelly R.D., Black A., Baldocchi D., Berry J., Ryan M., Ranson K.J., Crill P.M., Lettenmaier D.P., Margolis H., Cihlar J., Newcomer J., Fitzjarrald D., Jarvis P.G., Gower S.T., Halliwell D., Williams D., Goodison B., Wickland D.E., and Guertin F.E. BOREAS in 1997: experiment overview, scientific results and future directions. Journal of Geophysical Research 102 D24 (1997) 28731-28770
50. Shuttleworth W.J. Micrometeorology of temperate and tropical forests. Philosophical Transactions of the Royal Society of London, Series B 324 (1989) 299-334
51. Snyder W.C., Wan Z., Zhang Y., and Feng Y. Thermal infrared (3-14 μm) bi-directional reflectance measurements of sands and soils. Remote Sensing of Environment 60 (1997) 101-109
52. Stannard D.I., Blanford J.H., Kustas W.P., Nichols W.D., Amer S.A., Schmugge T.J., and Weltz M.A. Interpretation of surface flux measurements in heterogeneous terrain during the Monsoon' 90 experiment. Water Resources Research 30 5 (1994) 1227-1239
53. Twine T.E., Kustas W.P., Norman J.M., Cook D.R., Houser P.R., Meyers T.P., Prueger J.H., Starks P.J., and Wesely M.L. Correcting eddy-covariance flux underestimates over a grassland. Agricultural and Forest Meteorology 103 3 (2000) 279-300
54. Valor E., and Caselles V. Mapping land surface emissivity from NDVI. Application to European, African and South-American areas. Remote Sensing of Environment 57 (1996) 167-184
55. Wilson K., Goldstein A., Falge E., Aubinet M., Baldocchi D., Berbigier P., Bernhofer C., Ceulemans R., Dolman H., Field C., Grelle A., Ibrom A., Law B.E., Kowalski A., Meyers T., Moncrieff J., Monson R., Oechel W., Tenhunen J., Valentini R., and Verma S. Energy balance closure at FLUXNET sites. Agricultural and Forest Meteorology 113 (2002) 223-243
56. Wu A., Black A., Verseghy D.L., and Bailey W.G. Comparison of two-layer and single-layer canopy models with lagrangian and k-theory approaches in modelling evaporation from forests. International Journal of Climatology 21 (2001) 1821-1839
57. Zhan X., Kustas W.P., and Humes K.S. An intercomparison study on models of sensible heat flux over partial canopy surfaces with remotely sensed surface temperature. Remote Sensing of Environment 58 (1996) 242-256