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Volumn 8, Issue 9, 2015, Pages 4539-4550

An Effective Interpolation Method for MODIS Land Surface Temperature on the Qinghai-Tibet Plateau

Author keywords

Interpolation; land surface temperature (LST); MODIS; Qinghai Tibet Plateau (QTP)

Indexed keywords

ATMOSPHERIC TEMPERATURE; INTERPOLATION; RADIOMETERS; SURFACE MEASUREMENT; SURFACE PROPERTIES;

EID: 84939608111     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2015.2464094     Document Type: Conference Paper
Times cited : (53)

References (40)
  • 1
    • 0027039417 scopus 로고
    • Satellite-derived sea surface temperatures: A comparison between operational, theoretical, and experimental algorithms
    • May
    • J. Barton, "Satellite-derived sea surface temperatures: A comparison between operational, theoretical, and experimental algorithms," J. Appl. Meteor., vol. 31, no. 5, pp. 433-442, May 1992.
    • (1992) J. Appl. Meteor. , vol.31 , Issue.5 , pp. 433-442
    • Barton, J.1
  • 2
    • 84880354319 scopus 로고    scopus 로고
    • Comparison of satellite-derived land surface temperature and air temperature from meteorological stations on the pan-Arctic scale
    • May
    • M. Urban, J. Eberle, C. Huettich, C. Schmullius, and M. Herold, "Comparison of satellite-derived land surface temperature and air temperature from meteorological stations on the pan-Arctic scale," Remote Sens., vol. 5, no. 5, pp. 2348-2367, May 2013.
    • (2013) Remote Sens. , vol.5 , Issue.5 , pp. 2348-2367
    • Urban, M.1    Eberle, J.2    Huettich, C.3    Schmullius, C.4    Herold, M.5
  • 3
    • 84894626213 scopus 로고    scopus 로고
    • Estimating temperature fields from MODIS land surface temperature and air temperature observations in a sub-Arctic alpine environment
    • Feb.
    • S. N. Williamson, D. S. Hik, J. A. Gamon, J. L. Kavanaugh, and G. E. Flowers, "Estimating temperature fields from MODIS land surface temperature and air temperature observations in a sub-Arctic alpine environment," Remote Sens., vol. 6, no. 2, pp. 946-963, Feb. 2014.
    • (2014) Remote Sens. , vol.6 , Issue.2 , pp. 946-963
    • Williamson, S.N.1    Hik, D.S.2    Gamon, J.A.3    Kavanaugh, J.L.4    Flowers, G.E.5
  • 4
    • 0029503332 scopus 로고
    • An experimental study of angular effects on surface temperature for various plant canopies and bare soils
    • Dec.
    • J. P. Lagouarde, Y. H. Kerr, and Y. Brunet, "An experimental study of angular effects on surface temperature for various plant canopies and bare soils," Agric. For. Meteorol., vol. 77, no. 3-4, pp. 167-190, Dec. 1995.
    • (1995) Agric. For. Meteorol. , vol.77 , Issue.3-4 , pp. 167-190
    • Lagouarde, J.P.1    Kerr, Y.H.2    Brunet, Y.3
  • 5
    • 23744517086 scopus 로고    scopus 로고
    • Ground measurements for the validation of land surface temperatures derived from AATSR and MODIS data
    • Aug.
    • C. Coll et al., "Ground measurements for the validation of land surface temperatures derived from AATSR and MODIS data," Remote Sens. Environ., vol. 97, no. 3, pp. 288-300, Aug. 2005.
    • (2005) Remote Sens. Environ. , vol.97 , Issue.3 , pp. 288-300
    • Coll, C.1
  • 6
    • 84863503041 scopus 로고    scopus 로고
    • Quantitative comparison of the operational NOAA-AVHRR LST product of DLR and the MODIS LST product V005
    • C. M. Frey, C. Kuenzer, and S. Dech, "Quantitative comparison of the operational NOAA-AVHRR LST product of DLR and the MODIS LST product V005," Int. J. Remote Sens., vol. 33, no. 22, pp. 7165-7183, 2012.
    • (2012) Int. J. Remote Sens. , vol.33 , Issue.22 , pp. 7165-7183
    • Frey, C.M.1    Kuenzer, C.2    Dech, S.3
  • 7
    • 84865127867 scopus 로고    scopus 로고
    • A satellite-derived climate-quality data record of the clearsky surface temperature of the Greenland ice sheet
    • Jul.
    • D. K. Hall, J. C. Comiso, N. E. DiGirolamo, C. A. Shuman, J. R. Key, and L. S. Koenig, "A satellite-derived climate-quality data record of the clearsky surface temperature of the Greenland ice sheet," J. Clim., vol. 25, no. 14, pp. 4785-4798, Jul. 2012.
    • (2012) J. Clim. , vol.25 , Issue.14 , pp. 4785-4798
    • Hall, D.K.1    Comiso, J.C.2    DiGirolamo, N.E.3    Shuman, C.A.4    Key, J.R.5    Koenig, L.S.6
  • 8
    • 0033946736 scopus 로고    scopus 로고
    • Observational evidence of recent change in the northern high-latitude environment
    • Jul.
    • M. C. Serreze et al., "Observational evidence of recent change in the northern high-latitude environment," Clim. Change, vol. 46, no. 1-2, pp. 159-207, Jul. 2000.
    • (2000) Clim. Change , vol.46 , Issue.1-2 , pp. 159-207
    • Serreze, M.C.1
  • 9
    • 84890290162 scopus 로고    scopus 로고
    • Severe cloud contamination of MODIS land surface temperatures over an Arctic ice cap, Svalbard
    • Feb.
    • T. I. Ostby, T. V. Schuler, and S. Westermann, "Severe cloud contamination of MODIS land surface temperatures over an Arctic ice cap, Svalbard," Remote Sens. Environ., vol. 142, pp. 95-102, Feb. 2014.
    • (2014) Remote Sens. Environ. , vol.142 , pp. 95-102
    • Ostby, T.I.1    Schuler, T.V.2    Westermann, S.3
  • 10
    • 1142293895 scopus 로고    scopus 로고
    • Quality assessment and validation of the MODIS global land surface temperature
    • Jan.
    • Z. Wan, Y. Zhang, Q. Zhang, and Z. L. Li, "Quality assessment and validation of the MODIS global land surface temperature," Int. J. Remote Sens., vol. 25, no. 1, pp. 261-274, Jan. 2004.
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.1 , pp. 261-274
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.L.4
  • 11
    • 84877346703 scopus 로고    scopus 로고
    • Estimation of olive grove canopy temperature from MODIS thermal imagery is more accurate than interpolation from meteorological stations
    • Jul.
    • M. Blum, I. M. Lensky, and D. Nestel, "Estimation of olive grove canopy temperature from MODIS thermal imagery is more accurate than interpolation from meteorological stations," Agric. For. Meteorol., vol. 176, pp. 90-93, Jul. 2013.
    • (2013) Agric. For. Meteorol. , vol.176 , pp. 90-93
    • Blum, M.1    Lensky, I.M.2    Nestel, D.3
  • 12
    • 84898400851 scopus 로고    scopus 로고
    • Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution
    • Mar.
    • M. Kilibarda et al., "Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution," J. Geophys. Res., vol. 119, no. 5, pp. 2294-2313, Mar. 2014.
    • (2014) J. Geophys. Res. , vol.119 , Issue.5 , pp. 2294-2313
    • Kilibarda, M.1
  • 13
    • 0021644369 scopus 로고
    • Land surface temperature measurements from the split window channels of the NOAA 7 advanced very high resolution radiometer
    • J. C. Price, "Land surface temperature measurements from the split window channels of the NOAA 7 advanced very high resolution radiometer," J. Geophys. Res., vol. 89, no. ND5, pp. 7231-7237, 1984.
    • (1984) J. Geophys. Res. , vol.89 , Issue.5 , pp. 7231-7237
    • Price, J.C.1
  • 14
    • 0027010130 scopus 로고
    • Accurate land surface temperature retrieval from AVHRR data with use of an improved split window algorithm
    • Aug./Sep.
    • Y. H. Kerr, J. P. Lagouarde, and J. Imbernon, "Accurate land surface temperature retrieval from AVHRR data with use of an improved split window algorithm," Remote Sens. Environ., vol. 41, no. 2-3, pp. 197-209, Aug./Sep. 1992.
    • (1992) Remote Sens. Environ. , vol.41 , Issue.2-3 , pp. 197-209
    • Kerr, Y.H.1    Lagouarde, J.P.2    Imbernon, J.3
  • 15
    • 0028254740 scopus 로고
    • A split window algorithm for estimating land surface temperature from satellites
    • C. Ulivieri, M. M. Castronuovo, R. Francioni, and A. Cardillo, "A split window algorithm for estimating land surface temperature from satellites," Adv. Space Res., vol. 14, no. 3, pp. 59-65, 1994.
    • (1994) Adv. Space Res. , vol.14 , Issue.3 , pp. 59-65
    • Ulivieri, C.1    Castronuovo, M.M.2    Francioni, R.3    Cardillo, A.4
  • 16
    • 0025227410 scopus 로고
    • Towards a local split window method over land surface
    • Mar.
    • F. Becker and Z. L. Li, "Towards a local split window method over land surface," Int. J. Remote Sens., vol. 11, no. 3, pp. 369-393, Mar. 1990.
    • (1990) Int. J. Remote Sens. , vol.11 , Issue.3 , pp. 369-393
    • Becker, F.1    Li, Z.L.2
  • 17
    • 0028402557 scopus 로고
    • Improvement in the split-window technique for land-surface temperature determination
    • Mar.
    • J. A. Sobrino, Z. L. Li, M. P. Stoll, and F. Becker, "Improvement in the split-window technique for land-surface temperature determination," IEEE Trans. Geosci. Remote Sens., vol. 32, no. 2, pp. 243-253, Mar. 1994.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , Issue.2 , pp. 243-253
    • Sobrino, J.A.1    Li, Z.L.2    Stoll, M.P.3    Becker, F.4
  • 18
    • 77951175146 scopus 로고    scopus 로고
    • Using landscape characteristics to define an adjusted distance metric for improving Kriging interpolations
    • S. W. Lyon, R. Sorensen, J. Stendahl, and J. Seibert, "Using landscape characteristics to define an adjusted distance metric for improving Kriging interpolations," Int. J. Geog. Inf. Sci., vol. 24, no. 5, pp. 723-740, 2010.
    • (2010) Int. J. Geog. Inf. Sci. , vol.24 , Issue.5 , pp. 723-740
    • Lyon, S.W.1    Sorensen, R.2    Stendahl, J.3    Seibert, J.4
  • 19
    • 80051756403 scopus 로고    scopus 로고
    • Street-level spatial interpolation using network-based IDW and ordinary Kriging
    • Aug.
    • N. Shiode and S. Shiode, "Street-level spatial interpolation using network-based IDW and ordinary Kriging," Trans. GIS, vol. 15, no. 4, pp. 457-477, Aug. 2011.
    • (2011) Trans. GIS , vol.15 , Issue.4 , pp. 457-477
    • Shiode, N.1    Shiode, S.2
  • 20
    • 84855532082 scopus 로고    scopus 로고
    • Spatiotemporal prediction of daily temperatures using time-series of MODIS LST images
    • Jan.
    • T. Hengl, G. B. M. Heuvelink, M. P. Tadic, and E. J. Pebesma, "Spatiotemporal prediction of daily temperatures using time-series of MODIS LST images," Theor. Appl. Climatol., vol. 107, no. 1-2, pp. 265-277, Jan. 2012.
    • (2012) Theor. Appl. Climatol. , vol.107 , Issue.1-2 , pp. 265-277
    • Hengl, T.1    Heuvelink, G.B.M.2    Tadic, M.P.3    Pebesma, E.J.4
  • 21
    • 84901348985 scopus 로고    scopus 로고
    • Evaluation and sensitivity testing of a coupled Landsat-MODIS downscaling method for land surface temperature and vegetation indices in semi-arid regions
    • Sep.
    • J. Kim and T. S. Hogue, "Evaluation and sensitivity testing of a coupled Landsat-MODIS downscaling method for land surface temperature and vegetation indices in semi-arid regions," J. Appl. Remote Sens., vol. 6, no. 1, Sep. 2012, 063569, doi: 10.1117/1.JRS.6.063569.
    • (2012) J. Appl. Remote Sens. , vol.6 , Issue.1 , pp. 063569
    • Kim, J.1    Hogue, T.S.2
  • 22
    • 84877049765 scopus 로고    scopus 로고
    • Development and verification of a non-linear disaggregation method (NL-DisTrad) to downscale MODIS land surface temperature to the spatial scale of Landsat thermal data to estimate evapotranspiration
    • Aug.
    • V. M. Bindhu, B. Narasimhan, and K. P. Sudheer, "Development and verification of a non-linear disaggregation method (NL-DisTrad) to downscale MODIS land surface temperature to the spatial scale of Landsat thermal data to estimate evapotranspiration," Remote Sens. Environ., vol. 135, pp. 118-129, Aug. 2013.
    • (2013) Remote Sens. Environ. , vol.135 , pp. 118-129
    • Bindhu, V.M.1    Narasimhan, B.2    Sudheer, K.P.3
  • 23
    • 0033672457 scopus 로고    scopus 로고
    • Eco-environmental effects of the Qinghai-Tibet Plateau uplift during the quaternary in China
    • Nov.
    • D. F. Zhang, L. Fengquan, and B. Jianmin, "Eco-environmental effects of the Qinghai-Tibet Plateau uplift during the quaternary in China," Environ. Geol., vol. 39, no. 12, pp. 1352-1358, Nov. 2000.
    • (2000) Environ. Geol. , vol.39 , Issue.12 , pp. 1352-1358
    • Zhang, D.F.1    Fengquan, L.2    Jianmin, B.3
  • 24
    • 77954582302 scopus 로고    scopus 로고
    • Spatial and temporal variations of summer surface temperatures of wet polygonal tundra in Siberiaimplications for MODIS LST based permafrost monitoring
    • Sep.
    • M. Langer, S. Westermann, and J. Boike, "Spatial and temporal variations of summer surface temperatures of wet polygonal tundra in Siberiaimplications for MODIS LST based permafrost monitoring," Remote Sens. Environ., vol. 114, no. 9, pp. 2059-2069, Sep. 2010.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.9 , pp. 2059-2069
    • Langer, M.1    Westermann, S.2    Boike, J.3
  • 25
    • 34548309226 scopus 로고    scopus 로고
    • Responses of permafrost to climate change and their environmental significance, Qinghai-Tibet Plateau
    • Jun.
    • G. Cheng and T. Wu, "Responses of permafrost to climate change and their environmental significance, Qinghai-Tibet Plateau," J. Geophys. Res., vol. 112, no. F2, Jun. 2007, doi: 10.1029/2006JF000631.
    • (2007) J. Geophys. Res. , vol.112 , Issue.2
    • Cheng, G.1    Wu, T.2
  • 26
    • 84893440369 scopus 로고    scopus 로고
    • Spatial and temporal variations in the end date of the vegetation growing season throughout the Qinghai-Tibetan Plateau from 1982 to 2011
    • Jun.
    • M. Che et al., "Spatial and temporal variations in the end date of the vegetation growing season throughout the Qinghai-Tibetan Plateau from 1982 to 2011," Agric. For. Meteorol., vol. 189, pp. 81-90, Jun. 2014.
    • (2014) Agric. For. Meteorol. , vol.189 , pp. 81-90
    • Che, M.1
  • 27
    • 84919910839 scopus 로고    scopus 로고
    • Evaluation of ERA-interim monthly temperature data over the Tibetan Plateau
    • Sep.
    • L. Gao, L. Hao, and X. W. Chen, "Evaluation of ERA-interim monthly temperature data over the Tibetan Plateau," J. Mt. Sci., vol. 11, no. 5, pp. 1154-1168, Sep. 2014.
    • (2014) J. Mt. Sci. , vol.11 , Issue.5 , pp. 1154-1168
    • Gao, L.1    Hao, L.2    Chen, X.W.3
  • 28
    • 34447313229 scopus 로고    scopus 로고
    • The boundary between the northern and southern Tibetan Plateau with different variations in the warm season air temperatures on the decadal time scale
    • (in Chinese)
    • N. Wang, "The boundary between the northern and southern Tibetan Plateau with different variations in the warm season air temperatures on the decadal time scale," Quat. Sci., vol. 26, no. 2, pp. 165-172, 2006. (in Chinese).
    • (2006) Quat. Sci. , vol.26 , Issue.2 , pp. 165-172
    • Wang, N.1
  • 29
    • 84891906344 scopus 로고    scopus 로고
    • Warming patterns over the Tibetan Plateau and adjacent lowlands derived from elevation-and bias-corrected ERA-Interim data
    • Jan.
    • L. Gerlitz, O. Conrad, A. Thomas, and J. Bohner, "Warming patterns over the Tibetan Plateau and adjacent lowlands derived from elevation-and bias-corrected ERA-Interim data," Clim. Res., vol. 58, no. 3, pp. 235-246, Jan. 2014.
    • (2014) Clim. Res. , vol.58 , Issue.3 , pp. 235-246
    • Gerlitz, L.1    Conrad, O.2    Thomas, A.3    Bohner, J.4
  • 30
    • 33746838018 scopus 로고    scopus 로고
    • General climatic controls and topoclimatic variations in central and high Asia
    • May
    • J. Bohner, "General climatic controls and topoclimatic variations in central and high Asia," Boreas, vol. 35, no. 2, pp. 279-295, May 2006.
    • (2006) Boreas , vol.35 , Issue.2 , pp. 279-295
    • Bohner, J.1
  • 31
    • 84897584704 scopus 로고    scopus 로고
    • Precipitation seasonality and variability over the Tibetan Plateau as resolved by the high Asia reanalysis
    • Mar.
    • F. Maussion, D. Scherer, T. Moelg, E. Collier, J. Curio, and R. Finkelnburg, "Precipitation seasonality and variability over the Tibetan Plateau as resolved by the high Asia reanalysis," J. Clim., vol. 27, no. 5, pp. 1910-1927, Mar. 2014.
    • (2014) J. Clim. , vol.27 , Issue.5 , pp. 1910-1927
    • Maussion, F.1    Scherer, D.2    Moelg, T.3    Collier, E.4    Curio, J.5    Finkelnburg, R.6
  • 32
    • 0031435009 scopus 로고    scopus 로고
    • Modelling topographic variation in solar radiation in a GIS environment
    • L. Kumar, A. K. Skidmore, and E. Knowles, "Modelling topographic variation in solar radiation in a GIS environment," Int. J. Geogr. Inf. Sci., vol. 11, pp. 475-497, 1997.
    • (1997) Int. J. Geogr. Inf. Sci. , vol.11 , pp. 475-497
    • Kumar, L.1    Skidmore, A.K.2    Knowles, E.3
  • 33
    • 84875763430 scopus 로고    scopus 로고
    • The applicability of MODIS land surface temperature products to simulating the permafrost distribution over the Tibetan Plateau
    • (in Chinese)
    • Z.Wang, Z. Nan, and L. Zhao, "The applicability of MODIS land surface temperature products to simulating the permafrost distribution over the Tibetan Plateau," J. Glaciol. Geocryol., vol. 33, no. 1, pp. 132-143, 2011. (in Chinese).
    • (2011) J. Glaciol. Geocryol. , vol.33 , Issue.1 , pp. 132-143
    • Wang, Z.1    Nan, Z.2    Zhao, L.3
  • 34
    • 0026105175 scopus 로고
    • A comparison of spatial semivariogram estimators and corresponding ordinary Kriging predictors
    • Feb.
    • D. L. Zimmerman and M. B. Zimmerman, "A comparison of spatial semivariogram estimators and corresponding ordinary Kriging predictors," Technometrics, vol. 33, no. 1, pp. 77-91, Feb. 1991.
    • (1991) Technometrics , vol.33 , Issue.1 , pp. 77-91
    • Zimmerman, D.L.1    Zimmerman, M.B.2
  • 35
    • 0001085579 scopus 로고    scopus 로고
    • Spatial modeling and interpolation of monthly temperature using Kriging
    • Jun.
    • M. R. Holdaway, "Spatial modeling and interpolation of monthly temperature using Kriging," Clim. Res., vol. 6, no. 3, pp. 215-225, Jun. 1996.
    • (1996) Clim. Res. , vol.6 , Issue.3 , pp. 215-225
    • Holdaway, M.R.1
  • 36
    • 15844382411 scopus 로고    scopus 로고
    • Mean annual ground temperature distribution on the Tibetan Plateau: Permafrost distribution mapping and further application
    • (in Chinese)
    • Z. Nan, S. Li, and Y. Liu, "Mean annual ground temperature distribution on the Tibetan Plateau: Permafrost distribution mapping and further application," J. Glaciol. Geocryol., vol. 24, no. 2, pp. 142-148, 2002. (in Chinese).
    • (2002) J. Glaciol. Geocryol. , vol.24 , Issue.2 , pp. 142-148
    • Nan, Z.1    Li, S.2    Liu, Y.3
  • 37
    • 0031669084 scopus 로고    scopus 로고
    • Evaluation of the climatic change impacts on the inland lake-A case study of Lake Qinghai, China
    • Aug.
    • B. Q. Qin and Q. Huang, "Evaluation of the climatic change impacts on the inland lake-A case study of Lake Qinghai, China," Clim. Change, vol. 39, no. 4, pp. 695-714, Aug. 1998.
    • (1998) Clim. Change , vol.39 , Issue.4 , pp. 695-714
    • Qin, B.Q.1    Huang, Q.2
  • 38
    • 84883786158 scopus 로고    scopus 로고
    • Analyzing land-cover change and corresponding impacts on carbon budget in a fast developing sub-tropical region by integrating MODIS and Landsat TM/ETM plus images
    • Dec.
    • Y. Chen, X. Li, X. Liu, and B. Ai, "Analyzing land-cover change and corresponding impacts on carbon budget in a fast developing sub-tropical region by integrating MODIS and Landsat TM/ETM plus images," Appl. Geogr., vol. 45, pp. 10-21, Dec. 2013.
    • (2013) Appl. Geogr. , vol.45 , pp. 10-21
    • Chen, Y.1    Li, X.2    Liu, X.3    Ai, B.4
  • 39
    • 84882776405 scopus 로고    scopus 로고
    • Application of highresolution visible sharpening of partly cloudy pixels in Meteosat second generation infrared imagery
    • Dec.
    • J. R. Mecikalski, M. Koenig, and C. P. Jewett, "Application of highresolution visible sharpening of partly cloudy pixels in Meteosat second generation infrared imagery," Atmosp. Res., vol. 134, pp. 1-11, Dec. 2013.
    • (2013) Atmosp. Res. , vol.134 , pp. 1-11
    • Mecikalski, J.R.1    Koenig, M.2    Jewett, C.P.3
  • 40
    • 84872977901 scopus 로고    scopus 로고
    • Enhancing a simple MODIS cloud mask algorithm for the Landsat data continuity mission
    • Feb.
    • M. J. Wilson and L. Oreopoulos, "Enhancing a simple MODIS cloud mask algorithm for the Landsat data continuity mission," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 2, pp. 723-731, Feb. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.2 , pp. 723-731
    • Wilson, M.J.1    Oreopoulos, L.2


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