212
Views
5
CrossRef citations to date
0
Altmetric
Articles

Estimating clear-sky land surface longwave upwelling radiation from MODIS data using a hybrid method

, &
Pages 1747-1761 | Received 18 Oct 2015, Accepted 13 Mar 2016, Published online: 06 Apr 2016

References

  • Albrecht, B., and S. K. Cox. 1977. “Procedures for Improving Pyrgeometer Performance.” Review of Journal of Applied Meteorology 16 (2): 188–197. doi:10.1175/1520-0450(1977)016<0190:PFIPP>2.0.CO;2.
  • Augustine, J. A., J. J. DeLuisi, and C. N. Long. 2000. “SURFRAD-A National Surface Radiation Budget Network for Atmospheric Research.” Bulletin of the American Meteorological Society 81 (10): 2341–2357. doi:10.1175/1520-0477(2000)081<2341:SANSRB>2.3.CO;2.
  • Baldridge, A. M., S. J. Hook, C. I. Grove, and G. Rivera. 2009. “The ASTER Spectral Library Version 2.0.” Review of Remote Sensing of Environment 113 (4): 711–715. doi:10.1016/j.rse.2008.11.007.
  • Berk, A., G. Anderson, P. Acharya, M. Hoke, J. Chetwynd, L. Bernstein, E. Shettle, M. Matthew, and S. Adler-Golder. 2003. MODTRAN4 Version 3 Revision 1 User’s Manual. Review of Air Force Researcher Laboratory. Bedford, MA: Hanscom Air Force Base.
  • Bisht, G., V. Venturini, S. Islam, and L. Jiang. 2005. “Estimation of the Net Radiation Using MODIS (Moderate Resolution Imaging Spectroradiometer) Data for Clear Sky Days.” Review of Remote Sensing of Environment 97: 52–67. doi:10.1016/j.rse.2005.03.014.
  • CEOS, and WMO. 2000. “CEOS/WMO Online Database: Satellite System and Requirements.” In The Committee on Earth Observation Satellites, The World Meteorological Organization. http://192.91.247.60/sat/aspscripts/Requirementsearch.asp
  • Chang, T., and X. Xiong. 2011. “Assessment of MODIS Thermal Emissive Band On-Orbit Calibration.” Review of IEEE Transactions on Geoscience and Remote Sensing 49 (6): 2415–2425. doi:10.1109/TGRS.2010.2098881.
  • Charlock, T., and T. Alberta. 1996. “The CERES/ARM/GEWEX Experiment (CAGEX) for the Retrieval of Radiative Fluxes with Satellite Data.” Bulletin of the American Meteorological Society 77 (11): 2673–2683. doi:10.1175/1520-0477(1996)077<2673:TCEFTR>2.0.CO;2.
  • Chedin, A., N. A. Scott, C. Wahiche, and P. Moulinier. 1985. “The Improved Initialization Inversion Method: A High Resolution Physical Method for Temperature Retrievals from Satellites of the TIROS-N Series.” Review of Journal of Climate and Applied Meteorology 24 (2): 128–143. doi:10.1175/1520-0450(1985)024<0128:TIIIMA>2.0.CO;2.
  • Cheng, J., and S. Liang. 2014a. “A Comparative Study of Three Land Surface Broadband Emissivity Datasets from Satellite Data.” Review of Remote Sensing 6: 111–134. doi:10.3390/rs6010111.
  • Cheng, J., and S. Liang. 2014b. “Effects of Thermal-Infrared Emissivity Directionality on Surface Broadband Emissivity and Longwave Net Radiation Estimation.” Review of IEEE Geoscience and Remote Sensing Letters 11 (2): 499–503. doi:10.1109/LGRS.2013.2270293.
  • Cheng, J., S. Liang, L. Dong, B. Ren, and L. Shi. 2014. “Validation of the Moderate-Resolution Imaging Spectroradiometer Land Surface Emissivity Products over the Taklimakan Desert.” Review of Journal of Applied Remote Sensing 8 (1): 083675. doi:10.1117/1.JRS.8.083675.
  • Cheng, J., S. Liang, Y. Yao, and X. Zhang. 2013. “Estimating the Optimal Broadband Emissivity Spectral Range for Calculating Surface Longwave Net Radiation.” Review of IEEE Geoscience and Remote Sensing Letters 10 (2): 401–405. doi:10.1109/LGRS.2012.2206367.
  • Christensen, O. B., and J. H. Christensen. 1998. “Very High-Resolution Regional Climate Simulations over Scandinavia-Present Climate.” Review of Journal of Climate 11 (12): 3204–3229. doi:10.1175/1520-0442(1998)011<3204:VHRRCS>2.0.CO;2.
  • Christopher, C. C., S. Hook, D. Tobin, and V. Walden. 2006. “Assessing MODIS LWIR Band Calibration Accuracy.” Review of Proceedings of SPIE 6296: 62960B-B-12.
  • Coll, C., V. Caselles, J. M. Galve, E. Valor, R. Niclos, J. M. Sanchez, and R. Rivas. 2005. “Ground Measurements for the Validation of Land Surface Temperatures Derived from AATSR and MODIS Data.” Review of Remote Sensing of Environment 97: 288–300. doi:10.1016/j.rse.2005.05.007.
  • Fu, Q., and K. N. Liou. 1993. “Parameterization of the Radiative Properties of Cirrus Clouds.” Journal of the Atmospheric Sciences 50 (13): 2008–2025. doi:10.1175/1520-0469(1993)050<2008:POTRPO>2.0.CO;2.
  • Galve, J. M., C. Coll, V. Caselles, and E. Valor. 2008. “An Atmospheric Radiosounding Database for Generating Land Surface Temperature Algorithms.” Review of IEEE Transactions on Geoscience and Remote Sensing 46 (5): 1547–1557. doi:10.1109/TGRS.2008.916084.
  • Gui, S., S. Liang, and L. Li. 2010a. “Evaluation of Satellite-Estimated Surface Longwave Radiation Using Ground-Based Observations.” Review of Journal of Geophysical Research 115 (D18214). doi:10.1029/2009JD013635.
  • Gui, S., S. Liang, and L. Li. 2010b. “Evaluation of Satellite-Estimated Surface Longwave Radiation Using Ground-Based Observations.” Review of Journal of Geophysical Research 115 (D18): D18214. doi:10.1029/2009JD013635.
  • Gupta, S. K., D. P. Kratz, and A. C. Wilber. 2004. “Validation of Parameterized Algorithms Used to Derive TRMM-CERES Surface Radiative Fluxes.” Review of Journal of Atmospheric and Oceanic Technology 21 (5): 742–752. doi:10.1175/1520-0426(2004)021<0742:VOPAUT>2.0.CO;2.
  • Huang, G., W. Wang, X. Zhang, S. Liang, S. Liu, T. Zhao, J. Feng, and Z. Ma. 2013. “Preliminary Validation of GLASS-DSSR Products Using Surface Measurements Collected in Arid and Semi-Arid Regions of China.” Review of International Journal of Digital Earth 6: 50–68. doi:10.1080/17538947.2013.825655.
  • Hulley, G. C., and S. J. Hook. 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.” Review of Remote Sensing of Environment 113: 1313–1318. doi:10.1016/j.rse.2009.02.018.
  • Lee, H.-T. 1993. Development of a Statistical Technique for Estimating the Downward Longwave Radiation at the Surface from Satellite Observations. College Park: University of Maryland.
  • Lee, H.-T., and R. G. Ellingson. 2002. “Development of a Nonlinear Statistical Method for Estimating the Downward Longwave Radiation at the Surface from Satellite Observations.” Review of Journal of Atmospheric and Oceanic Technology 19: 1500–1515. doi:10.1175/1520-0426(2002)019<1500:DOANSM>2.0.CO;2.
  • Liang, S. 2004. Quantitative Remote Sensing of Land Surface, edited by J. A. Kong. New Jersey: John Wiley and Sons, Inc.
  • Liang, S., H. Fang, M. Chen, C. J. Shuey, C. Walthall, C. Daughtry, J. Morisette, C. Schaaf, and A. Strahler. 2002. “Validating MODIS Land Surface Reflectance and Albedo Products: Methods and Preliminary Results.” Review of Remote Sensing of Environment 83 (1–2): 149–162. doi:10.1016/S0034-4257(02)00092-5.
  • Liang, S., X. Zhao, S. Liu, W. Yuan, X. Cheng, Z. Xiao, and X. Zhang, et al. 2013. “A Long-Term Global Land Surface Satellite (GLASS) Data-Set for Environmental Studies.” Review of International Journal of Digital Earth 6: 5–33. doi:10.1080/17538947.2013.805262.
  • Liu, S. M., Z. W. Xu, Z. L. Zhu, Z. Z. Jia, and M. J. Zhu. 2013. “Measurements of Evapotranspiration from Eddy-Covariance Systems and Large Aperture Scintillometers in the Hai River Basin, China.” Journal of Hydrology 487: 24–38. doi:10.1016/j.jhydrol.2013.02.025.
  • Ma, Y., L. Zhong, Y. Wang, and Z. Su. 2012. “Using NOAA/AVHRR Data to Determine Regional Net Radiation and Soil Heat Fluxes over the Heterogeneous Landscape of the Tibetan Plateau.” International Journal of Remote Sensing 33 (15): 4784–4795. doi:10.1080/01431161.2011.638333.
  • Masson, V., J.-L. Champeaux, F. Chauvin, C. Meriguet, and R. Lacaze. 2003. “A Global Database of Land Surface Parameters at 1-Km Resolution in Meteorological and Climate Models.” Review of Journal of Climate 16 (9): 1261–1282. doi:10.1175/1520-0442-16.9.1261.
  • Nussbaumer, E. A., and R. T. Pinker. 2012. “Estimating Surface Longwave Radiative Fluxes from Satellites Utilizing Artificial Neural Networks.” Review of Journal of Geophysical Research 117 (D07209). doi:10.1029/2011JD017141.
  • Pinker, R. T., J. D. Tarpley, I. Laszlo, K. E. Mitchell, P. R. Houser, E. F. Wood, and J. C. Schaake. et al. 2003. “Surface Radiation Budgets in Support of the GEWEX Continental-Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), Including the North American Land Data Assimilation System (NLDAS) Project.” Review of Journal of Geophysical Research 108: D22. doi:10.1029/2002JD003301.
  • Smith, W. L., and H. M. Wolfe. 1983. “Geostationary Satellite Sounder (VAS) Observations of Longwave Radiation Flux.” In The Satellite Systems to Measure Radiation Budget Parameters and Climate Change Signal. Igls, Austria.
  • Snyder, W. C., and Z. Wan. 1998. “BRDF Models to Predict Spectral Reflectance and Emissivity in the Thermal Infrared.” Review of IEEE Transactions on Geoscience and Remote Sensing 36: 214–225. doi:10.1109/36.655331.
  • Snyder, W. C., Z. Wan, Y. Zhang, and Y.-Z. Feng. 1998. “Classification-Based Emissivity for Land Surface Temperature Measurement from Space.” International Journal of Remote Sensing 19: 2753–2774. doi:10.1080/014311698214497.
  • Sobrino, J. A., J. C. Jiménez-Muñoz, P. J. Zarco-Tejada, G. Sepulcre-Cantó, and E. D. Miguel. 2006. “Land Surface Temperature Derived from Airborne Hyperspectral Scanner Thermal Infrared Data.” Review of Remote Sensing of Environment 102 (1–2): 99–115. doi:10.1016/j.rse.2006.02.001.
  • Tang, B., and Z.-L. Li. 2008. “Estimation of Instantaneous Net Surface Longwave Radiation from MODIS Cloud-Free Data.” Review of Remote Sensing of Environment 112 (9): 3482–3492. doi:10.1016/j.rse.2008.04.004.
  • Wan, Z. 2008. “New Refinements and Validation of the MODIS Land-Surface Temperature/Emissivity Products.” Review of Remote Sensing of Environment 112 (1): 59–74. doi:10.1016/j.rse.2006.06.026.
  • Wan, Z. 2014. “New Refinements and Validation of the Collection-6 MODIS Land-Surface Temperature/Emissivity Product.” Review of Remote Sensing of Environment 140: 36–45. doi:10.1016/j.rse.2013.08.027.
  • Wan, Z., and J. Dozier. 1996. “A Generalized Split-Window Algorithm for Retrieving Land-Surface Temperature from Space.” Review of IEEE Transactions on Geoscience and Remote Sensing 34: 892–905. doi:10.1109/36.508406.
  • Wang, K., and S. Liang. 2009. “Evaluation of ASTER and MODIS Land Surface Temperature and Emissivity Products Using Long-Term Surface Longwave Radiation Observations at SURFRAD Sites.” Review of Remote Sensing of Environment 113 (7): 1556–1565. doi:10.1016/j.rse.2009.03.009.
  • Wang, T., G. Yan, and L. Chen. 2012. “Consistent Retrieval Methods to Estimate Land Surface Shortwave and Longwave Radiative Flux Components under Clear-Sky Conditions.” Review of Remote Sensing of Environment 124: 61–71. doi:10.1016/j.rse.2012.04.026.
  • Wang, W. 2008. Estimating High Spatial Resolution Clear-Sky Land Surface Longwave Radiation Budget from MODIS and GOES Data. College Park: University of Maryland.
  • Wang, W., and S. Liang. 2010. “A Method for Estimating Clear-Sky Instantaneous Land-Surface Longwave Radiation with GOES Sounder and GOES-R ABI Data.” Review of IEEE Geoscience and Remote Sensing Letters 7 (4): 708–712. doi:10.1109/LGRS.2010.2046472.
  • Wang, W., S. Liang, and J. A. Augustine. 2009. “Estimating High Spatial Resolution Clear-Sky Land Surface Upwelling Longwave Radiation from MODIS Data.” Review of IEEE Transactions on Geoscience and Remote Sensing 47 (5): 1559–1570. doi:10.1109/TGRS.2008.2005206.
  • Wang, W., S. Liang, and T. Meyer. 2008. “Validating MODIS Land Surface Temperature Products Using Long-Term Nighttime Ground Measurements.” Review of Remote Sensing of Environment 112: 623–635. doi:10.1016/j.rse.2007.05.024.
  • Wild, M., D. Folini, M. Z. Hakuba, C. Schar, S. I. Seneviratne, S. Kato, D. Rutan, C. Ammann, E. F. Wood, and G. Konig-Langlo. 2014. “The Energy Balance over Land and Oceans: An Assessment Based on Direct Observation and CMIP5 Climate Models.” Review of Climate Dynamics. doi:10.1007/s00382-014-2430-z.
  • Xiong, X., B. N. Wenny, A. Wu, W. L. Barnes, and V. V. Salomonson. 2009. “Aqua MODIS Thermal Emissive Band On-Orbit Calibration, Characterization, and Performance.” Review of IEEE Transactions on Geoscience and Remote Sensing 47 (3): 803–814. doi:10.1109/TGRS.2008.2005109.
  • Yan, G., T. Wang, Z. Jiao, X. Mu, J. Zhao, and L. Chen. 2016. “Topographic Radiation Modeling and Spatial Scaling of Clear-Sky Land Surface Longwave Radiation over Rugged Terrain.” Review of Remote Sensing of Environment 172: 15–27. doi:10.1016/j.rse.2015.10.026.
  • Yang, K., J. He, W. Tang, J. Qin, and C. C. K. Cheng. 2010. “On Downward Shortwave and Longwave Radiations over High Altitude Regions: Observation and Modeling in the Tibetan Plateau.” Review of Agricultural and Forest Meteorology 150: 38–46. doi:10.1016/j.agrformet.2009.08.004.
  • Yu, W., M. Ma, X. Wang, L. Geng, J. Tan, and J. Shi. 2014. “Evaluation of MODIS LST Products Using Longwave Radiation Ground Measurements in the Northern Arid Region of China.” Review of Remote Sensing 6: 11494–11517. doi:10.3390/rs61111494.
  • Zhang, Y., B. R. William, A. L. Andrew, O. Valdar, and I. M. Mishchenko. 2004. “Calculation of Radiative Fluxes from the Surface to Top of Atmosphere Based on ISCCP and Other Global Datasets: Refinements of the Radiative Transfer Model and the Input Data.” Review of Journal of Geophysical Research 109: D19105. doi:10.1029/2003JD004457.

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.