Skip to main content
Top

2013 | OriginalPaper | Chapter

11. Cross-Comparison of Daily Land Surface Temperature Products from NOAA-AVHRR and MODIS

Authors : Corinne Myrtha Frey, Claudia Kuenzer, Stefan Dech

Published in: Thermal Infrared Remote Sensing

Publisher: Springer Netherlands

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Land surface temperature (LST) products retrieved from two different sensors – AVHRR (Advanced Very High Resolution Radiometer) and MODIS (Moderate Resolution Imaging Spectroradiometer) – were cross-compared. The analysis was conducted on a daily basis for 4 different years. Only pixels that followed a certain homogeneity criteria were chosen. Furthermore a time criterion defining the maximal time difference between two acquisitions was considered. The differences of the two products showed diurnal and annual patterns with LST of AVHRR being higher than MODIS at high surface temperatures and AVHRR being lower than MODIS at lower temperatures. Additionally some irregular patterns were identified and attributed to the different algorithm approaches. However, mean annual absolute differences were relatively low: 2.2 K for the daytime and 1.4 K for the nighttime scenes, indicating a general good agreement between the two products. The r2 between the LST of AVHRR and MODIS for both day and night scenes was about 0.99.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
go back to reference Batra N, Islam S, Venturini V, Bisht G, Jiang L (2006) Estimation and comparison of evapotranspiration from MODIS and AVHRR sensors for clear sky days over the Southern Great Plains. Remote Sens Environ 103:1–15CrossRef Batra N, Islam S, Venturini V, Bisht G, Jiang L (2006) Estimation and comparison of evapotranspiration from MODIS and AVHRR sensors for clear sky days over the Southern Great Plains. Remote Sens Environ 103:1–15CrossRef
go back to reference Becker F, Li ZL (1990) Towards a local split window method over land surfaces. Int J Remote Sens 11:369–393CrossRef Becker F, Li ZL (1990) Towards a local split window method over land surfaces. Int J Remote Sens 11:369–393CrossRef
go back to reference Coll C, Caselles V, Galve JM, Valor E, Niclòs R, Sánchez JM, Rivas R (2005) Ground measurements for the validation of land surface temperatures derived from AATSR and MODIS data. Remote Sens Environ 97:288–300CrossRef Coll C, Caselles V, Galve JM, Valor E, Niclòs R, Sánchez JM, Rivas R (2005) Ground measurements for the validation of land surface temperatures derived from AATSR and MODIS data. Remote Sens Environ 97:288–300CrossRef
go back to reference Dech SW, Tungalagsaikhan P, Preusser C, Meisner RE (1998) Operational value-adding to AVHRR data over Europe: methods, results, and prospects. Aerosp Sci Technol 2:335–346CrossRef Dech SW, Tungalagsaikhan P, Preusser C, Meisner RE (1998) Operational value-adding to AVHRR data over Europe: methods, results, and prospects. Aerosp Sci Technol 2:335–346CrossRef
go back to reference Frey CM, Parlow E, Vogt R, Abdel Wahab M, Harhash M (2011) Flux measurements in Cairo. Part 1: In situ measurements and their applicability for comparison with satellite data. Int J Climatol 31:218–231CrossRef Frey CM, Parlow E, Vogt R, Abdel Wahab M, Harhash M (2011) Flux measurements in Cairo. Part 1: In situ measurements and their applicability for comparison with satellite data. Int J Climatol 31:218–231CrossRef
go back to reference Gesell G (1989) An algorithm for snow and ice detection using AVHRR data: an extension to the APOLLO software package. Int J Remote Sens 10:897–905CrossRef Gesell G (1989) An algorithm for snow and ice detection using AVHRR data: an extension to the APOLLO software package. Int J Remote Sens 10:897–905CrossRef
go back to reference Holben BN (1986) Characteristics of maximum-value composite images from temporal AVHRR data. Int J Remote Sens 7:1417–1434CrossRef Holben BN (1986) Characteristics of maximum-value composite images from temporal AVHRR data. Int J Remote Sens 7:1417–1434CrossRef
go back to reference Hulley GC, Hook SJ (2009) Intercomparison of versions 4, 4.1 and 5 of the MODIS land surface temperature and emissivity products and validation with laboratory measurements of sand samples from the Namib desert, Namibia. Remote Sens Environ 113:1313–1318CrossRef Hulley GC, Hook SJ (2009) Intercomparison of versions 4, 4.1 and 5 of the MODIS land surface temperature and emissivity products and validation with laboratory measurements of sand samples from the Namib desert, Namibia. Remote Sens Environ 113:1313–1318CrossRef
go back to reference Kabsch E, Olesen FS, Prata F (2008) Initial results of the land surface temperature (LST) validation with the Evora, Portugal ground-truth station measurements. Int J Remote Sens 29:5329–5345CrossRef Kabsch E, Olesen FS, Prata F (2008) Initial results of the land surface temperature (LST) validation with the Evora, Portugal ground-truth station measurements. Int J Remote Sens 29:5329–5345CrossRef
go back to reference Liu Y, Yamaguchi Y, Ke C (2007) Reducing the discrepancy between ASTER and MODIS land surface temperature products. Sensors 7:3043–3057CrossRef Liu Y, Yamaguchi Y, Ke C (2007) Reducing the discrepancy between ASTER and MODIS land surface temperature products. Sensors 7:3043–3057CrossRef
go back to reference Liu Y, Noumi Y, Yamaguchi Y (2009) Discrepancy between ASTER- and MODIS- derived land surface temperatures: terrain effects. Sensors 9:1054–1066CrossRef Liu Y, Noumi Y, Yamaguchi Y (2009) Discrepancy between ASTER- and MODIS- derived land surface temperatures: terrain effects. Sensors 9:1054–1066CrossRef
go back to reference Noyes E, Good S, Corlet G, Kong X, Remedios J, Llewellyn-Jones D (2006) AATSR LST product validation. In: Proceedings of the second working meeting on MERIS and AATSR calibration and geophysical validation, 20–24 Mar 2006, ESRIN, Frascati, Italy Noyes E, Good S, Corlet G, Kong X, Remedios J, Llewellyn-Jones D (2006) AATSR LST product validation. In: Proceedings of the second working meeting on MERIS and AATSR calibration and geophysical validation, 20–24 Mar 2006, ESRIN, Frascati, Italy
go back to reference Pozo Vázques D, Olmo Reyes FJ, Alados Arboledas L (1997) A comparative study of algorithms for estimating land surface temperature from AVHRR data. Remote Sens Environ 62:215–222CrossRef Pozo Vázques D, Olmo Reyes FJ, Alados Arboledas L (1997) A comparative study of algorithms for estimating land surface temperature from AVHRR data. Remote Sens Environ 62:215–222CrossRef
go back to reference Saunders RW, Kriebel KT (1988) An improved method for detecting clear-sky and cloudy radiances from AVHRR-data. Int J Remote Sens 9:123–150CrossRef Saunders RW, Kriebel KT (1988) An improved method for detecting clear-sky and cloudy radiances from AVHRR-data. Int J Remote Sens 9:123–150CrossRef
go back to reference Snyder W, Wan Z (1998) BRDF models to predict spectral reflectance and emissivity in the thermal infrared. IEEE Trans Geosci Remote Sens 36:214–225CrossRef Snyder W, Wan Z (1998) BRDF models to predict spectral reflectance and emissivity in the thermal infrared. IEEE Trans Geosci Remote Sens 36:214–225CrossRef
go back to reference Triebel KT, Gesell G, Kästner M, Mannstein H (2003) The cloud analysis tool APOLLO: improvements and validations. Int J Remote Sens 24:2389–2408CrossRef Triebel KT, Gesell G, Kästner M, Mannstein H (2003) The cloud analysis tool APOLLO: improvements and validations. Int J Remote Sens 24:2389–2408CrossRef
go back to reference Trishchenko AP, Li Z (2001) A method for the correction of AVHRR onboard IR calibration in the event of short-term radiative contamination. Int J Remote Sens 22:3619–3624CrossRef Trishchenko AP, Li Z (2001) A method for the correction of AVHRR onboard IR calibration in the event of short-term radiative contamination. Int J Remote Sens 22:3619–3624CrossRef
go back to reference Tungalagsaikhan P, Meisner RE, Dech SW (1998) Operational generation of AVHRR-based land surface temperatures (LST) – a new values adding product from the German Remote Sensing Data Center. In: Proceedings of the 1998 International Geoscience and Remote Sensing Symposium IGARSS’98, vol 4, 6–10 July, Seattle, WA, USA, pp 2116–2118 Tungalagsaikhan P, Meisner RE, Dech SW (1998) Operational generation of AVHRR-based land surface temperatures (LST) – a new values adding product from the German Remote Sensing Data Center. In: Proceedings of the 1998 International Geoscience and Remote Sensing Symposium IGARSS’98, vol 4, 6–10 July, Seattle, WA, USA, pp 2116–2118
go back to reference van de Griend AA, Owe M (1992) On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces. Int J Remote Sens 14(6):1119–1131CrossRef van de Griend AA, Owe M (1992) On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces. Int J Remote Sens 14(6):1119–1131CrossRef
go back to reference Wan Z (2008) New refinements and validation of the MODIS land-surface temperature/emissivity products. Remote Sens Environ 112:59–74CrossRef Wan Z (2008) New refinements and validation of the MODIS land-surface temperature/emissivity products. Remote Sens Environ 112:59–74CrossRef
go back to reference Wan Z, Dozier J (1996) A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Trans Geosci Remote Sens 34:892–905CrossRef Wan Z, Dozier J (1996) A generalized split-window algorithm for retrieving land-surface temperature from space. IEEE Trans Geosci Remote Sens 34:892–905CrossRef
go back to reference Wan Z, Zhang Y, Zhang Q, Li ZL (2002) Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data. Remote Sens Environ 83:163–180CrossRef Wan Z, Zhang Y, Zhang Q, Li ZL (2002) Validation of the land-surface temperature products retrieved from Terra Moderate Resolution Imaging Spectroradiometer data. Remote Sens Environ 83:163–180CrossRef
go back to reference Yang H, Yang Z (2006) A modified land surface temperature split window retrieval algorithm and its applications over China. Glob Planet Chang 52:207–215CrossRef Yang H, Yang Z (2006) A modified land surface temperature split window retrieval algorithm and its applications over China. Glob Planet Chang 52:207–215CrossRef
go back to reference Zhong L, Yaoming MA, Zhongbo SU, Salama MS (2010) Estimation of land surface temperature over the Tibetan Plateau using AVHRR and MODIS data. Adv Atmos Sci 27:1110–1118CrossRef Zhong L, Yaoming MA, Zhongbo SU, Salama MS (2010) Estimation of land surface temperature over the Tibetan Plateau using AVHRR and MODIS data. Adv Atmos Sci 27:1110–1118CrossRef
Metadata
Title
Cross-Comparison of Daily Land Surface Temperature Products from NOAA-AVHRR and MODIS
Authors
Corinne Myrtha Frey
Claudia Kuenzer
Stefan Dech
Copyright Year
2013
Publisher
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6639-6_11

Premium Partner