Multitemporal snow cover mapping in mountainous terrain for Landsat climate data record development

Remote Sensing of Environment

Volumn 135, Issue , 2013, Pages 224-233

  Crawford, Christopher J ^a   Manson, Steven M ^a   Bauer, Marvin E ^a   Hall, Dorothy K ^b  

^a UNIVERSITY OF MINNESOTA   (United States)

^b NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

Climate data record; Landsat; Mountains; Multitemporal; Snow cover

Indexed keywords

CLIMATE DATA RECORDS; LANDSAT; MOUNTAINS; MULTI-TEMPORAL; SNOW COVERS;

LANDFORMS; PIXELS;

SNOW;

CLIMATE CHANGE; IMAGE CLASSIFICATION; LANDSAT; MAPPING; MOUNTAIN; SNOW COVER; SNOW WATER EQUIVALENT; SNOWMELT; TELEMETRY;

UNITED STATES;

EID: 84877322081     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.04.004     Document Type: Article

References (64)

1. Ackerman S.A., Strabala K.I., Menzel W.P., Frey R.A., Moeller C.C., Gumley L.E. Discriminating clear sky from clouds with MODIS. Journal of Geophysical Research-Atmospheres 1998, 103:32141-32157.
2. Barnett T.P., Adam J.C., Lettenmaier D.P. Potential impacts of a warming climate on water availability in snow-dominated regions. Nature 2005, 438:303-309.
3. Barry R.G. The role of snow and ice in the global climate system: A review. Polar Geography 2002, 26:235-246.
4. Brown R.D., Robinson D.A. Northern Hemisphere spring snow cover variablity and change over 1922-2010 including an assessment of uncertainty. The Cryosphere 2011, 5:219-229.
5. Cayan D.R. Interannual climate variability and snowpack in the western United States. Journal of Climate 1996, 9:928-948.
6. Cayan D.R., Kammerdiener S.A., Dettinger M.D., Caprio J.M., Peterson D.H. Changes in the onset of spring in the western United States. Bulletin of the American Meteorological Society 2001, 82:399-415.
7. Chander G., Markham B. Revised Landsat-5 TM radiometric calibration procedures and postcalibration dynamic ranges. IEEE Transactions on Geoscience and Remote Sensing 2003, 41:2674-2677.
8. Chander G., Markham B.L., Barsi J.A. Revised Landsat-5 thematic mapper radiometric calibration. IEEE Geoscience and Remote Sensing Letters 2007, 4:490-494.
9. Chander G., Markham B.L., Helder D.L. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sensing of Environment 2009, 113:893-903.
10. Chatfield C. The analysis of time series, an introduction 2004, Chapman and Hall/CRC, New York. 6th ed.
11. Chavez P.S. Image-based atmospheric corrections revisited and improved. Photogrammetric Engineering and Remote Sensing 1996, 62:1025-1036.
12. Conover W. Practical nonparameteric statistics 1980, John Wiley and Sons, New York. 2nd ed.
13. Coppin P.R., Bauer M.E. Processing of multitemporal Landsat TM imagery to optimize extraction of forest cover change features. IEEE Transactions on Geoscience and Remote Sensing 1994, 32:918-927.
14. Derksen C., Brown R. Spring snow cover extent reductions in the 2008-2012 period exceeding climate model projections. Geophysical Research Letters 2012, 39.
15. Dozier J. Snow reflectance from Landsat-4 Thematic Mapper. IEEE Transactions on Geoscience and Remote Sensing 1984, 22:323-328.
16. Dozier J. Spectral signature of alpine snow cover from the Landsat Thematic Mapper. Remote Sensing of Environment 1989, 28:9-22.
17. Dozier J., Frew J. Rapid calculation of terrain parameters for radiation modeling from digital elevation data. IEEE Transactions on Geoscience and Remote Sensing 1990, 28:963-969.
18. Dozier J., Frew J. Computational provenance in hydrologic science: A snow mapping example. Philosophical Transactions of the Royal Society a-Mathematical Physical and Engineering Sciences 2009, 367:1021-1033.
19. Dozier J., Painter T.H. Multispectral and hyperspectral remote sensing of alpine snow properties. Annual Review of Earth and Planetary Sciences 2004, 32:465-494.
20. Feng M., Huang C.Q., Channan S., Vermote E.F., Masek J.G., Townshend J.R. Quality assessment of Landsat surface reflectance products using MODIS data. Computers and Geosciences 2012, 38:9-22.
21. Hagolle O., Huc M., Pascual D.V., Dedieu G. A multi-temporal method for cloud detection, applied to FORMOSAT-2, VEN mu S, LANDSAT and SENTINEL-2 images. Remote Sensing of Environment 2010, 114:1747-1755.
22. Hall D.K., Foster J.L., Salomonson V.V., Klein A.G., Chien J.Y.L. Development of a technique to assess snow-cover mapping errors from space. IEEE Transactions on Geoscience and Remote Sensing 2001, 39:432-438.
23. Hall D.K., Foster J.L., Verbyla D.L., Klein A.G., Benson C.S. Assessment of snow-cover mapping accuracy in a variety of vegetation-cover densities in central Alaska. Remote Sensing of Environment 1998, 66:129-137.
24. Hall D.K., Kelly R.E.J., Riggs G.A., Chang A.T.C., Foster J.L. Assessment of the relative accuracy of hemispheric-scale snow-cover maps. Annals of Glaciology 2002, Vol. 34, 2002:24-30. Int Glaciological Soc, Cambridge. J.G. Winther, R. Solberg (Eds.).
25. Hall D.K., Martinec J. Remote sensing of ice and snow 1985, Chapman and Hall, New York.
26. Hall D.K., Riggs G.A. Accuracy assessment of the MODIS snow products. Hydrological Processes 2007, 21:1534-1547.
27. Hall D.K., Riggs G.A. Normalized-difference snow index (NDSI), Encylopedia of Earth Sciences Series. Encylopedia of snow, ice and glaciers 2011, 780-799. Springer. V.P. Singh, P. Singh, U.K. Haritashya (Eds.).
28. Hall D.K., Riggs G.A., Salomonson V.V. Development of methods for mapping global snow cover using moderate resolution imaging spectroradiometer data. Remote Sensing of Environment 1995, 54:127-140.
29. Hall D.K., Riggs G.A., Salomonson V.V., DiGirolamo N.E., Bayr K.J. MODIS snow-cover products. Remote Sensing of Environment 2002, 83:181-194.
30. Hall D.K., Tait A.B., Foster J.L., Chang A.T.C., Allen M. Intercomparison of satellite-derived snow-cover maps. Annals of glaciology 2000, Vol 31, 2000:369-376. Int Glaciological Soc, Cambridge. K. Steffen (Ed.).
31. Hamlet A.F., Mote P.W., Clark M.P., Lettenmaier D.P. Effects of temperature and precipitation variability on snowpack trends in the western United States. Journal of Climate 2005, 18:4545-4561.
32. Huang C.Q., Thomas N., Goward S.N., Masek J.G., Zhu Z.L., Townshend J.R.G., et al. Automated masking of cloud and cloud shadow for forest change analysis using Landsat images. International Journal of Remote Sensing 2010, 31:5449-5464.
33. Hutchison K.D., Mahoney R.L., Vermote E.F., Kopp T.J., Jackson J.M., Sei A., et al. A geometry-based approach to identifying cloud shadows in the VIIRS cloud mask algorithm for NPOESS. Journal of Atmospheric and Oceanic Technology 2009, 26:1388-1397.
34. Irish R.R., Barker J.L., Goward S.N., Arvidson T. Characterization of the Landsat-7 ETM+ automated cloud-cover assessment (ACCA) algorithm. Photogrammetric Engineering and Remote Sensing 2006, 72:1179-1188.
35. Jones P.D., Hulme M. Calculating regional climatic time series for temperature and precipitation: Methods and illustrations. International Journal of Climatology 1996, 16:361-377.
36. Kalnay E., Kanamitsu M., Kistler R., Collins W., Deaven D., Gandin L., et al. The NCEP/NCAR 40-year reanalysis project. Bulletin of the American Meteorological Society 1996, 77:437-471.
37. Kane V.R., Gillespie A.R., McGaughey R., Lutz J.A., Ceder K., Franklin J.F. Interpretation and topographic compensation of conifer canopy self-shadowing. Remote Sensing of Environment 2008, 112:3820-3832.
38. Klein A.G., Hall D.K., Riggs G.A. Improving snow cover mapping in forests through the use of a canopy reflectance model. Hydrological Processes 1998, 12:1723-1744.
39. Knowles N., Dettinger M.D., Cayan D.R. Trends in snowfall versus rainfall in the Western United States. Journal of Climate 2006, 19:4545-4559.
40. Li B.L., Zhu A.X., Zhou C.H., Zhang Y.H., Pei T., Qin C.Z. Automatic mapping of snow cover depletion curves using optical remote sensing data under conditions of frequent cloud cover and temporary snow. Hydrological Processes 2008, 22:2930-2942.
41. Lu D., Ge H., He S., Xu A., Zhou G., Du H. Pixel-based Minnaert correction method for reducing topographic effects on a Landsat 7 ETM+ image. Photogrammetric Engineering and Remote Sensing 2008, 74:1343-1350.
42. Masek J.G., Vermote E.F., Saleous N.E., Wolfe R., Hall F.G., Huemmrich K.F., et al. A Landsat surface reflectance dataset for North America, 1990-2000. IEEE Geoscience and Remote Sensing Letters 2006, 3:68-72.
43. Meyer P., Itten K.I., Kellenberger T., Sandmeier S., Sandmeier R. Radiometric corrections of topographically induced effects on Landsat TM data in an alpine environment. ISPRS Journal of Photogrammetry and Remote Sensing 1993, 48:17-28.
44. Minder J.R., Mote P.W., Lundquist J.D. Surface temperature lapse rates over complex terrain: Lessons from the Cascade Mountains. Journal of Geophysical Research-Atmospheres 2010, 115.
45. Mitchell J.M. The regionalization of climate in the western United States. Journal of Applied Meteorology 1976, 15:920-927.
46. Mote P.W., Hamlet A.F., Clark M.P., Lettenmaier D.P. Declining mountain snowpack in western north America. Bulletin of the American Meteorological Society 2005, 86:39-49.
47. Peterson T.C., Easterling D.R., Karl T.R., Groisman P., Nicholls N., Plummer N., et al. Homogeneity adjustments of in situ atmospheric climate data: A review. International Journal of Climatology 1998, 18:1493-1517.
48. Pierce D.W., Barnett T.P., Hidalgo H.G., Das T., Bonfils C., Santer B.D., et al. Attribution of declining Western US snowpack to human effects. Journal of Climate 2008, 21:6425-6444.
49. Riggs G.A., Hall D.K., Salomonson V.V. MODIS snow products user guide to collection 5 2006.
50. Rittger K., Painter T.H., Dozier J. Assessment of methods for mapping snow cover from MODIS. Advances in Water Resources 2012, 51:367-380.
51. Rosenthal W., Dozier J. Automated mapping of montane snow cover at subpixel resolution from the Landsat Thematic Mapper. Water Resources Research 1996, 32:115-130.
52. Salomonson V.V., Appel I. Estimating fractional snow cover from MODIS using the normalized difference snow index. Remote Sensing of Environment 2004, 89:351-360.
53. Seidel K., Ade F., Lichtenegger J. Augmenting LANDSAT MSS data with topographic information for enhanced registration and classification. IEEE Transactions on Geoscience and Remote Sensing 1983, 21:252-258.
54. Seidel K., Martinec J. Remote sensing in snow hydrology runoff modeling, effect of climate change 2004, Praxis Publishing, Chichester, UK.
55. Serreze M.C., Clark M.P., Armstrong R.L., McGinnis D.A., Pulwarty R.S. Characteristics of the western United States snowpack from snowpack telemetry (SNOTEL) data. Water Resources Research 1999, 35:2145-2160.
56. Smith J.A., Lin T.L., Ranson K.J. The Lambertian assumption and Landsat data. Photogrammetric Engineering and Remote Sensing 1980, 46:1183-1189.
57. Song C., Woodcock C.E., Seto K.C., Lenney M.P., Macomber S.A. Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?. Remote Sensing of Environment 2001, 75:230-244.
58. Teillet P.M., Guindon B., Goodenough D.G. On the slope-aspect correction of multispectral scanner data. Canadian Journal of Remote Sensing 1982, 8:84-106.
59. Vermote E.F., Kotchenova S. Atmospheric correction for the monitoring of land surfaces. Journal of Geophysical Research-Atmospheres 2008, 113.
60. Vermote E.F., Tanre D., Deuze J.L., Herman M., Morcrette J.J. Second simulation of the satellite signal in the solar spectrum, 6S: An overview. IEEE Transactions on Geoscience and Remote Sensing 1997, 35:675-686.
61. Warren S.G. Optical-properties of snow. Reviews of Geophysics 1982, 20:67-89.
62. Westerling A.L., Hidalgo H.G., Cayan D.R., Swetnam T.W. Warming and earlier spring increase western US forest wildfire activity. Science 2006, 313:940-943.
63. Winther J.G., Hall D.K. Satellite-derived snow coverage related to hydropower production in Norway: Present and future. International Journal of Remote Sensing 1999, 20:2991-3008.
64. Wiscombe W.J., Warren S.G. A model for the spectral albedo of snow. 1. Pure snow. Journal of the Atmospheric Sciences 1980, 37:2712-2733.