Land surface temperature retrieval from Landsat 8 data and validation with geosensor network

Frontiers of Earth Science - Tập 11 Số 1 - Trang 20-34 - 2017
Kun Tan1, Zhihong Liao1, Peijun Du2, Lei Wu1
1Jiangsu Key Laboratory of Resources and Environment Information Engineering, China University of Mining and Technology, Xuzhou 221116, China
2Key Laboratory for Satellite Mapping Technology and Applications of State Administration of Surveying, Mapping and Geoinformation of China, Nanjing University, Nanjing, 210023, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

Becker F, Li Z L (1995). Surface temperature and emissivity at various scales: definition, measurement and related problems. Remote Sens Rev, 12(3–4): 225–253

Berk A, Anderson G, Acharya P, Chetwynd J, Bernstein L, Shettle E, Matthew M, Adler-Golden S (1999). MODTRAN4 user’s manual. Air Force Research Laboratory, Space Vehicles Directorate, 1–5

Berk A, Bernstein L S, Robertson D C (1987). MODTRAN: a moderate resolution model for LOWTRAN. In: DTIC Document

Du C, Ren H, Qin Q, Meng J, Li J (2014). Split-Window algorithm for estimating land surface temperature from Landsat 8 TIRS data. In: Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International, 3578–3581

Harris A, Mason I (1992). An extension to the split-window technique giving improved atmospheric correction and total water vapour. Int J Remote Sens, 13(5): 881–892

Jiménez-Muñoz J C (2003). A generalized single-channel method for retrieving land surface temperature from remote sensing data. J Geophys Res, 108

Jiménez-Muñoz J C, Cristóbal J, Sobrino J A, Sòria G, Ninyerola M, Pons X (2009). Revision of the single-channel algorithm for land surface temperature retrieval from Landsat thermal-infrared data. Geoscience and Remote Sensing. IEEE Transactions on, 47: 339–349

Jimenez-Munoz J C, Sobrino J A, Skokovic D, Mattar C, Cristobal J (2014). Land surface temperature retrieval methods from Landsat-8 thermal infrared sensor data. IEEE Geosci Remote Sens Lett, 11(10): 1840–1843

Kneizys F, Shettle E, Gallery W, Chetwynd J, Abreu L (1983). Atmospheric transmittance/radiance: computer code LOWTRAN 6. Supplement: Program listings. In: DTIC Document

Kneizys F X, Shettle E, Abreu L, Chetwynd J, Anderson G (1988). Users guide to LOWTRAN 7. In: DTIC Document

Krishna A P, Sharma A (2013). Snow cover and land surface temperature assessment of Gangotri basin in the Indian Himalayan Region (IHR) using MODIS satellite data for climate change inferences. In: SPIE Remote Sensing (pp. 889314-889314-889319): International Society for Optics and Photonics

Lu D, Weng Q (2006). Spectral mixture analysis of ASTER images for examining the relationship between urban thermal features and biophysical descriptors in Indianapolis, Indiana, USA. Remote Sens Environ, 104: 157–167

Mao K B, Qin Z H, Shi J C, Gong P (2005a). The research of Split-Window Algorithm on the MODIS. Geomatics and Information Science of Wuhan University, 30(8): 703–707

Mao K, Qin Z, Shi J, Gong P (2005b). A practical split-window algorithm for retrieving land-surface temperature from MODIS data. Int J Remote Sens, 26(15): 3181–3204

Patel N, Parida B, Venus V, Saha S, Dadhwal V (2012). Analysis of agricultural drought using vegetation temperature condition index (VTCI) from Terra/MODIS satellite data. Environ Monit Assess, 184(12): 7153–7163

Price J C (1983). Estimating surface temperatures from satellite thermal infrared data—A simple formulation for the atmospheric effect. Remote Sens Environ, 13(4): 353–361

Price J C (1984). Land surface temperature measurements from the split window channels of the NOAA 7 advanced very high resolution radiometer. Journal of Geophysical Research: Atmospheres (1984–2012), 89: 7231–7237

Qin Z, Dall’Olmo G, Karnieli A, Berliner P (2001a). Derivation of split window algorithm and its sensitivity analysis for retrieving land surface temperature from NOAA-advanced very high resolution radiometer data. Journal of Geophysical Research: Atmospheres (1984–2012), 106: 22655–22670

Qin Z, Karnieli A, Berliner P (2001b). A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region. Int J Remote Sens, 22(18): 3719–3746

Qin Z, Li W, Gao M, Zhang H (2006). Estimation of land surface emissivity for Landsat TM6 and its application to Lingxian Region in north China. Proc SPIE 6366, Remote Sensing for Environmental Monitoring, GIS Applications, and Geology VI, 636618

Rozenstein O, Qin Z, Derimian Y, Karnieli A (2014). Derivation of land surface temperature for Landsat-8 TIRS using a split window algorithm. Sensors (Basel Switzerland), 14: 5768–5780

Sasamori N (1999). Calculation of emissivity by measuring reflectance and transmittance. Report of Tokyo Metropolitan Industrial Technology Research Institute, 2: 45–48

Schädlich S, Göttsche F, Olesen F S (2001). Influence of land surface parameters and atmosphere on METEOSAT brightness temperatures and generation of land surface temperature maps by temporally and spatially interpolating atmospheric correction. Remote Sens Environ, 75(1): 39–46

Sibo D, Guangjian Y, Yonggang Q (2008). Two single-channel algorithms for retrieving land surface temperature from the simulated HJ-1B data. Prog Nat Sci, 18: 1001–1008

Sobrino J A, Jiménez-Muñoz J C, Paolini L (2004). Land surface temperature retrieval from LANDSAT TM 5. Remote Sens Environ, 90(4): 434–440

Sobrino J A, Li Z L, Stoll M P (1993). Impact of the atmospheric transmittance and total water vapor content in the algorithms for estimating satellite sea surface temperatures. Geoscience and Remote Sensing. IEEE Transactions on, 31: 946–952

Susskind J, Rosenfield J, Reuter D, Chahine M (1984). Remote sensing of weather and climate parameters from HIRS2/MSU on TIROS-N. Journal of Geophysical Research: Atmospheres (1984–2012), 89: 4677–4697

Valor E, Caselles V (1996). Mapping land surface emissivity from NDVI: application to European, African, and South American areas. Remote Sens Environ, 57(3): 167–184

Van de Griend A, Owe M (1993). On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces. Int J Remote Sens, 14(6): 1119–1131

Wan Z (2014). New refinements and validation of the collection-6 MODIS land-surface temperature/emissivity product. Remote Sens Environ, 140: 36–45

Wan Z, Dozier J (1996). A generalized split-window algorithm for retrieving land-surface temperature from space. Geoscience and Remote Sensing. IEEE Transactions on, 34: 892–905

Weng Q, Lu D (2008). A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States. Int J Appl Earth Obs Geoinf, 10(1): 68–83

Wukelic G E, Gibbons D E, Martucci L M, Foote H P (1989). Radiometric calibration of Landsat Thematic Mapper thermal band. Remote Sens Environ, 28: 339–347

Yang L, Cao Y, Zhu X, Zeng S, Yang G, He J, Yang X (2014). Land surface temperature retrieval for arid regions based on Landsat-8 TIRS data: a case study in Shihezi, Northwest China. Journal of Arid Land, 6(6): 704–716

Yong Z, Yu T, Xingfa G, Yuxiang Z, Fuliang Z, Shanshan Y, Wenjun Z, Xiaowen L (2006). Land surface temperature retrieval from CBERS-02 IRM SS thermal infrared data and its applications in quantitative analysis of urban heat island effect. Journal of Remote Sensing, 10: 789–797

Zhou J, Li J, Zhao X, Zhan W F, Guo J X (2011). A modified singlechannel algorithm for land surface temperature retrieval from HJ-1 B satellite data. Journal of Infrared and Millimeter Waves, 30(1): 61–67