270
Views
9
CrossRef citations to date
0
Altmetric
Original Articles

Synergistic use of the two-temperature and split-window methods for land-surface temperature retrieval

, , &
Pages 4387-4409 | Received 31 May 2007, Accepted 02 Nov 2008, Published online: 13 Sep 2010

References

  • Bach , H. and Mauser , W. 2003 . Methods and examples for remote sensing data assimilation in land surface process modeling . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1629 – 1637 .
  • Barducci , A. and Pippi , I. 1996 . Temperature and emissivity retrieval from remotely sensed images using ‘gray body emissivity’ method . IEEE Transactions on Geoscience and Remote Sensing , 34 : 681 – 695 .
  • Bazile , E. and Giard , D. 1996 . Assimilation and sensitivity experiments in the NWP model ARPEGE with ISBA . Hirlam Newsletter , 24 : 73 – 78 .
  • Becker , F. and Li , Z.-L. 1990 . Toward a local split window method over land surface . International Journal of Remote Sensing , 11 : 369 – 393 .
  • Bélair , S. , Crevier , L-P. , Mailhot , J. , Bilodeau , B. and Delage , Y. 2003 . Operational Implementation of the ISBA Land Surface Scheme in the Canadian Regional Weather Forecast Model. Part I: Warm Season Results . Journal of Hydrometeorology , 4 : 352 – 370 .
  • Beljaars , A.C.M. and Bosveld , F.C. 1997 . Cabauw data for the validation of land surface parameterization schemes . Journal of Climate , 10 : 1172 – 1193 .
  • Berk , A. , Anderson , G.P. , Acharya , P.K. , Chetwynd , J.H. , Bernstein , L.S. , Shettle , E.P. , Matthew , M.W. and Alder-Golden , S.M. 2000 . MODTRAN4 Version 2 User's Manual , MA : Air Force Research Laboratory, Space Vehicles Directorate, Air Force Material Command, Hanscom AFB .
  • Bouyssel, F., 2002, NWP needs: The Météo-France point of view. In LSA SAF Training Workshop, Lisbon, Portugal, 8–10 July (available at http://www.eumetsat.int (http://www.eumetsat.int)
  • Bringfelt , B. 1996 . Hirlam surface parameterisation and assimilation: General overview, present status and developments . Hirlam Newsletter , 24 : 26 – 29 .
  • Caselles , V. and Sobrino , J.A. 1989 . Determination of frosts in orange groves from NOAA-9 AVHRR data . Remote Sensing of Environment , 29 : 135 – 146 .
  • Caselles , V. , Valor , E. , Coll , C. and Rubio , E. 1997 . Thermal band selection for the PRISM instrument 1. Analysis of emissivity–temperature separation algorithms . Journal of Geophysical Research , 102 : 11145 – 11164 .
  • Chang , S. , Hahn , D. , Yang , C.-H. , Norquist , D. and Ek , M. 1999 . Validation study of the CAPS model land surface scheme using the 1987 Cabauw/PILPS dataset . Journal of Applied Meteorology , 38 : 405 – 422 .
  • Chen , T.H. , Henderson-Sellers , A. , Milly , P.C.D. , Pitman , A.J. , Beljaars , A.C.M. , Polcher , J. , Abramopoulos , F. , Boone , A. , Chang , S. , Chen , F. , Dai , Y. , Desborough , C.E , Dickinson , R.E. , Dümenil , L. , Ek , M. , Garratt , J.R. , Gedney , N. , Gusev , Y.M. , Kim , J. , Koster , R. , Kowalczyk , E.A. , Laval , K. , Lean , J. , Lettenmaier , D. , Liang , X. , Mahfouf , J.-F. , Mengelkamp , H.-T. , Mitchell , K. , Nasonova , O.N. , Noilhan , J. , Robock , A. , Rosenzweig , C. , Schaake , J. , Schlosser , C.A. , Schulz , J.-P. , Shao , Y. , Shmakin , A.B. , Verseghy , D.L. , Wetzel , P. , Wood , E.F. , Xue , Y. , Yang , Z.-L. and Zeng , Q. 1997 . Cabauw experimental results from the project for intercomparison of land-surface parameterization schemes . Journal of Climate , 10 : 1194 – 1215 .
  • Dammann , K. and Mueller , J. MSG Level 1.5 Image Data Format Description . EUMETSAT, Darmstadt, Technical Report EUM/MSG/ICD/105 Issue 3 . 2005 .
  • Dash , P. , Göttsce , F.-M. and Olesen , F.-S. 2002 . Potential of MSG for surface temperature and emissivity estimation: considerations for real-time applications . International Journal of Remote Sensing , 23 : 4511 – 4518 .
  • Faysash , A. and Smith , E.A. 1999 . Simultaneous land surface temperature–emissivity retrieval in the infrared split window . Journal of Atmospheric and Oceanic Technology , 16 : 1673 – 1689 .
  • Faysash , A. and Smith , E.A. 2000 . Simultaneous retrieval of diurnal to seasonal surface temperatures and emissivities over SGP ARM-CART site using GOES split window . Journal of Applied Meteorology , 39 : 971 – 982 .
  • Feddes , R.A. , Kabat , P. , Dolman , A.J. , Hutjes , R.W.A. and Waterloo , M.J. August 1998 1998 . “ Large scale field experiments to improve land surface parameterisations ” . In Climate and Water – A 1998 Perspective , Edited by: Dooge , J.C.I. and Kuusisto , E. August 1998 , Espoo , , Finland : Second International Conference on Climate and Water .
  • Fillion , L. and Mahfouf , J.F. 2000 . Coupling of moist-convective and stratiform precipitation processes for variational data assimilation . Monthly Weather Review , 128 : 109 – 124 .
  • Fletcher , R. 1987 . Practical Methods of Optimization , New York : Wiley .
  • França , G.B. and Cracknell , A.P. 1994 . Retrieval of land and sea surface temperature using NOAA-11 AVHRR data in north-eastern Brazil . International Journal of Remote Sensing , 15 : 1695 – 1712 .
  • Friedl , M.A. , McIver , D.K. , Hodges , J.C.F. , Zhang , X. , Muchoney , D. , Strahler , A.H. , Woodcock , C.E. , Gopal , S. , Schnieder , A. , Cooper , A. , Baccini , A. , Gao , F. and Schaaf , C. 2002 . Global land cover from MODIS: Algorithms and early results . Remote Sensing of Environment , 83 : 135 – 148 .
  • Gill , P.E. , Murray , W. and Wright , M.H. 1981 . Practical Optimization , New York : Academic Press .
  • Gillespie , A.R. , Rokugawa , S. , Hook , S.J. , Matsunaga , T. and Kahle , A.B. 1999 . Temperature/emissivity separation algorithm theoretical basis document . Version 2.4. Prepared under NASA Contract NAS5–31372. ,
  • Henderson-Sellers , A. , Pitman , A. J. , Love , P. K. , Irannejad , P. and Chen , T. H. 1997 . The Project for Intercomparison of Land-Surface Parameterisation Schemes (PILPS): Phases 2 and 3 . Bulletin of the American Meteorological Society , 76 : 489 – 503 .
  • Jochum , A. , Kabat , P. and Hutjes , R. 2000 . “ The role of remote sensing in land surface experiments within BAHC and ISLSCP ” . In Observing Land from Space: Science, Customers and Technology , Edited by: Verstraete , M.M. , Menenti , M. and Petoniemi , J. 91 – 103 . Dordrecht : Kluwer Academic .
  • Kealy , P.S. and Gabell , A.R. 1990 . “ Estimation of emissivity and temperature using alpha coefficient ” . In Proceedings of Second TIMS Workshop, Jet Propulsion Laboratory Publication 90–95 11 – 15 . Pasadena , CA
  • Kealy , P.S. and Hook , S.J. 1993 . Separating temperature and emissivity in thermal infrared multispectral scanner data: Implications for recovering land surface temperatures . IEEE Transactions on Geoscience and Remote Sensing , 31 : 1155 – 1164 .
  • Loveland , T.R. , Reed , B.C. , Brown , J.F. , Ohlen , D.O. , Zhu , J. , Yang , L. and Merchant , J.W. 2000 . Development of a global land cover characteristics database and IGBP DIScover from 1-km AVHRR data . International Journal of Remote Sensing , 21 : 1303 – 1330 .
  • LSA-SAF, 2003, User Requirement Document. EUMETSAT internal documentation, Doc. No. SAF/LAND/URD/6.2, Issue: Version 6.2 http://landsaf.meteo.pt (http://landsaf.meteo.pt)
  • Madeira , C. Generalized split-window algorithm for retrieving land surface temperature from MSG/SEVIRI data . Proceedings of Land Surface Analysis SAF Training Workshop . 8–10 July 2002 . pp. 42 – 47 . Lisbon
  • McMillin , L.M. 1971 . A method of determining surface temperatures from measurements of spectral radiance at two wavelengths , Ames , , USA : PhD dissertation, Iowa State University .
  • Miao , J.-F. , Chen , D. and Borne , K. 2007 . Evaluation and comparison of Noah and Pleim–Xiu land surface models in MM5 using GÖTE2001 data: spatial and temporal variations in near-surface air temperature . Journal of Applied Meteorology and Climatology , 46 : 1587 – 1605 .
  • Nocedal , J. and Wright , S.J. 1999 . Numerical Optimization , Berlin : Springer .
  • Peres , L.F. and DaCamara , C.C. 2004 . Inverse problem theory and application: Analysis of the two-temperature method for land-surface temperature and emissivity estimation . IEEE Geoscience and Remote Sensing Letters , 1 : 206 – 210 .
  • Peres , L.F. and DaCamara , C.C. 2005 . Emissivity maps to retrieve land-surface temperature from MSG/SEVIRI Data . IEEE Transactions on Geoscience and Remote Sensing , 45 : 1834 – 1844 .
  • Peres , L.F. and DaCamara , C.C. 2006 . Improving two-temperature method retrievals based on a nonlinear optimization approach . IEEE Geoscience and Remote Sensing Letters , 3 : 232 – 236 .
  • Powell , M.J.D. 1983 . “ Variable metric methods for constrained optimization ” . In Mathematical Programming: The State of the Art , Edited by: Bachem , A. , Grotschel , M. and Korte , B. 288 – 311 . New York : Springer .
  • Roujean , J. , Leroy , M. and Deschamps , P. 1992 . A bi-directional reflectance model of the earth's surface for correction of remote sensing data . Journal of Geophysical Research , 97 : 20455 – 20468 .
  • Salisbury , J.W. and D'Aria , D.M. 1992 . Emissivity of terrestrial materials in the 8–14 μm atmospheric window . Remote Sensing of Environment , 42 : 83 – 106 .
  • Salisbury , J.W. , D'Aria and Wald , A. 1994 . Measurements of thermal infrared spectral reflectance of frost, snow, and ice . Journal of Geophysical Research , 99 : 24235 – 24240 .
  • Schmid , J. The SEVIRI instrument . Proceedings of EUMETSAT Meteorological Satellite Data Users Conference . 29 May to 2 June , Bologna , Italy. pp. 23 – 32 .
  • Shang , Y. , Wan , Y. , Fromherz , M.P.J. and Crawford , L.S. Toward adaptive cooperation between global and local solvers for continuous constraint problems . Proceedings of the CP’01 Workshop on Cooperative Solvers in Constraint Programming . 26 November – 1 December 2001 . Paphos , , Cyprus
  • Snyder , W.C. and Wan , Z. 1998 . BRDF models to predict spectral reflectance and emissivity in the thermal infrared . IEEE Transactions on Geoscience and Remote Sensing , 36 : 214 – 225 .
  • Snyder , W.C. , Wan , Z. , Zhang , Y. and Feng , Y.-Z. 1998 . Classification-based emissivity for land surface temperature measurement from space . International Journal of Remote Sensing , 19 : 2753 – 2774 .
  • Sobrino , J.A. , Coll , C. and Caselles , V. 1991 . Atmospheric corrections for land surface temperature using AVHRR channel 4 and 5 . Remote Sensing of Environment , 38 : 19 – 34 .
  • Valor , E. and Caselles , V. 1996 . Mapping land surface emissivity from NDVI: Application to European, African, and South American areas . Remote Sensing of Environment , 52 : 167 – 184 .
  • Viterbo , P. and Beljaars , A.C.M. 1995 . An improved land surface parameterisation scheme in the ECMWF model and its validation . Journal of Climate , 8 : 2716 – 2748 .
  • Viterbo, P., 2002, NWP needs: The ECMWF (et al.) perspective. In LSA SAF Training Workshop, Lisbon, Portugal, 8–10 July http://www.eumetsat.int (http://www.eumetsat.int)
  • Wan , Z. 1999 . MODIS land-surface temperature algorithm theoretical basis document (LST ATBD), NAS5–31370, Version 3.3. ,
  • Wan , Z. and Dozier , J. 1996 . A generalised split-window algorithm for retrieving land-surface temperature from space . IEEE Transactions on Geoscience and Remote Sensing , 34 : 892 – 905 .
  • Wan , Z. and Li , Z.-L. 1997 . A physics-based algorithm for retrieving land-surface emissivity and temperature from EOS/MODIS data . IEEE Transactions on Geoscience and Remote Sensing , 35 : 980 – 996 .
  • Wan , Z. , Zhang , Y.-L. , Zhang , Q.-C. and Li , Z.-L. 2002 . Validation of the land surface temperature products retrieved from terra moderate resolution imaging spectroradiometer data . Remote Sensing of Environment , 83 : 163 – 180 .
  • Wan , Z. , Zhang , Y.-L. , Zhang , Q.-C. and Li , Z.-L. 2004 . Quality assessment and validation of the MODIS global land surface temperature . International Journal of Remote Sensing , 25 : 261 – 274 .
  • Wang , K. , Wan , Z. , Wang , P. , Sparrow , M. , Liu , J. and Haginoya , S. 2007 . Evaluation and improvement of the MODIS land surface temperature/emissivity products using ground-based measurements at a semi-desert site on the western Tibetan Plateau . International Journal of Remote Sensing , 28 : 2549 – 2565 .
  • Watson , K. 1992 . Two-temperature method for measuring emissivity . Remote Sensing of Environment , 42 : 117 – 121 .
  • Xia , Y. , Pitman , A.J. , Gupta , H.V. , Leplastrier , M. , Henderson-Sellers , A. and Bastidas , L.A. 2002 . Calibrating a land surface model of varying complexity using multicriteria methods and the Cabauw dataset . Journal of Hydrometeorology , 3 : 181 – 194 .
  • Zhang , H. , Henderson-Sellers , A. , Pitman , A.J. , McGregor , J.L. , Desborough , C.E. and Katzfey , J.J. 2001 . Limited-area model sensitivity to the complexity of representation of the land surface energy balance . Journal of Climate , 14 : 3965 – 3986 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.