Skip to main content
Log in

Retrieving snow surface temperature based on MODIS data

  • Published:
Geo-spatial Information Science

Abstract

On the basis of simplification of the Planck function in a low temperature range, this paper revises the practical split-window algorithm and presents a method for retrieving snow surface temperature (Ts) based on MODIS data in the middle-latitude region. The application of this method in Qinghai Lake region reveals that it is feasible for the retrieval of T s . Results of correlation analysis indicate that there was strong negative relationship between T s and altitude. By analyzing three typical areas in which land cover was relatively homogenous, this paper discusses the relationship between T s and normalized difference snow index (NDSI) and then presents a new concept named “NDSI-Ts space”.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Key J R, Haefliger M (1992) Arctic ice surface temperature retrieval from AVHRR thermal channels[J]. Journal of Geophysical Research, 97: 5 885–5 893

    Google Scholar 

  2. Haefliger M, Steffen K, Fowler C (1993) AVHRR surface temperature and narrow-band albedo comparison with ground measurements for the Greenland ice sheet[J]. Annals of Glaciology, 17: 49–54

    Google Scholar 

  3. Lindsay R W, Rothrock D A (1994) Arctic sea ice surface temperature from AVHRR[J]. Journal of Climate, 7: 174–183

    Article  Google Scholar 

  4. Stroeve J, Haefliger M, Steffen K (1996) Surface temperature from ERS-1 ATSR infrared thermal satellite data in polar regions[J]. Journal of Applied Meteorology, 35(8): 1 231–1 239

    Article  Google Scholar 

  5. Key J R, Collins J B, Fowler C (1997) High-latitude surface temperature estimates from thermal satellite data[J]. Remote Sensing of Environment, 61: 302–309

    Article  Google Scholar 

  6. Stroeve J, Steffen K (1998) Variability of AVHRR-derived clear-sky surface temperature over the Greenland ice sheet[J]. Journal of Applied Meteorology, 37(1): 23–31

    Article  Google Scholar 

  7. Oesch D, Wunderle S, Hauser A (2002) Snow surface temperature from AVHRR as a proxy from snowmelt in the Alps[C]. Proceedings of EARSeL-LISSIG-Workshop Observing Our Cryosphere from Space, Bern

  8. Mao Kebiao, Qin Zhihao, Shi Jiancheng, et al. (2005) A practical split-window algorithm for retrieving land-surface temperature from MODIS data[J]. International Journal of Remote Sensing, 26(15): 3 181–3 204

    Article  Google Scholar 

  9. Hall D K, Riggs G A, Salomonson V V (2002) MODIS snow-cover products[J]. Remote Sensing of Environment, 83: 181–194

    Article  Google Scholar 

  10. Kaufman Y J, Gao B C (1992) Remote sensing of water vapor in the near IR from EOS/MODIS[J]. IEEE Transactions on Geoscience and Remote Sensing, 30(5): 871–884

    Article  Google Scholar 

  11. Liu Yujie, Yang Zhongdong (2001) Remote sensing information processing theories and algorithms for MODIS [M]. Beijing: Science Press (in Chinese)

    Google Scholar 

  12. Zhao Yingshi (2003) Remote sensing application analysis theories and methods[M]. Beijing: Science Press (in Chinese)

    Google Scholar 

  13. ASTER Spectral Library (1999) Reproduced from the ASTER Spectral Library through the courtesy of the Jet Propulsion Laboratory[OL]. http://speclib.jpl.nasa.gov, 2006

  14. Fang Jingyun (1992) Study on the geographic elements affecting temperature distribution in China[J]. Acta Ecologica Sinica, 12(2): 97–104 (in Chinese)

    Google Scholar 

  15. Salomonson V V, Appel I (2004) Estimating fractional snow cover from MODIS using the normalized difference snow index[J]. Remote Sensing of Environment, 89: 351–360

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ji Zhou.

Additional information

Supported by the National Natural Science Foundation of China (No.40771136), the International Scientific and Technological Cooperation Program (No.2007DFA20640) and the National 973 Program of China (No. 2007CB714402, 2007CB714403).

About this article

Cite this article

Zhou, J., Chen, Y., Li, J. et al. Retrieving snow surface temperature based on MODIS data. Geo-spat. Inf. Sci. 11, 247–251 (2008). https://doi.org/10.1007/s11806-008-0102-z

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11806-008-0102-z

Keywords

CLC number

Navigation