Reflectance-Elevation Relationships and Their Seasonal Patterns over Twelve Glaciers in Western China Based on Landsat 8 Data

Albedo/reflectance is of great importance for glaciers’ mass balance and energy budget. Elevation could be a major factor of influence for glacier reflectance, and therefore when studying glacier reflectance, the altitude ranges should be considered. However, due to the limitations of traditional earth observation systems, conventional analyses usually consider the spatial and temporal patterns of the reflectance average, which is severely restricted. The launch of Landsat-8 gives us the opportunity to study the seasonal glacier reflectance–elevation relationship. We have obtained the monthly near-nadir reflectance per 100 m for twelve glaciers in western China based on 372 scenes of Landsat 8 images acquired from April 2013 to December 2015. Variations of monthly broadband reflectance, reflectance–elevation relationships and reflectance gradients are analyzed and discussed. The results show that the linear trend of the reflectance–elevation relationship (when the altitude is less than 6100 m) is very significant; elevation has greater influence than location on seasonal reflectance variations; and the level of glacier reflectance gradient may relate with its climate. This may be the first work that has used remote-sensing data to analyze seasonal glacier reflectance–elevation patterns.

[1]  Nozomu Takeuchi,et al.  Seasonal and altitudinal variations in snow algal communities on an Alaskan glacier (Gulkana glacier in the Alaska range) , 2013 .

[2]  Mao Rui-jua Spatiotemporal Variation of Albedo of Muztagh Glacier in the Kunlun Mountains and Its Relation to Dust , 2013 .

[3]  David P. Roy,et al.  The Global Availability of Landsat 5 TM and Landsat 7 ETM+ Land Surface Observations and Implications for Global 30m Landsat Data Product Generation , 2013 .

[4]  Nozomu Takeuchi,et al.  Effect of cryoconite and snow algal communities on surface albedo on maritime glaciers in south Alaska , 2003 .

[5]  M. Sharp,et al.  Measurement and parameterization of albedo variations at Haut Glacier d’Arolla, Switzerland , 2000, Journal of Glaciology.

[6]  Koji Fujita,et al.  A snow algal community on Akkem glacier in the Russian Altai mountains , 2006, Annals of Glaciology.

[7]  Julienne C. Stroeve,et al.  Evaluation of the MODIS (MOD10A1) daily snow albedo product over the Greenland ice sheet , 2006 .

[8]  Evan S. Miles,et al.  Contrasting snow and ice albedos derived from MODIS, Landsat ETM+ and airborne data from Langjökull, Iceland , 2015 .

[9]  Martha C. Anderson,et al.  Landsat-8: Science and Product Vision for Terrestrial Global Change Research , 2014 .

[10]  S. Liang Narrowband to broadband conversions of land surface albedo I Algorithms , 2001 .

[11]  D. C. Robertson,et al.  MODTRAN cloud and multiple scattering upgrades with application to AVIRIS , 1998 .

[12]  Wouter H. Knap,et al.  The Surface Albedo Of The Vatnajökull Ice Cap, Iceland: A Comparison Between Satellite-Derived And Ground-Based Measurements , 1999 .

[13]  H. Yabuki,et al.  Energy Budget at ELA on Dongkemadi Glacier in the Tonggula Mts. Tibetan Plateau , 1996 .

[14]  Regine Hock,et al.  Spatial and temporal variations in albedo on Storglaciären, Sweden , 2003, Journal of Glaciology.

[15]  Jian Zhang,et al.  Surface Albedo Variation and Its Influencing Factors over Dongkemadi Glacier, Central Tibetan Plateau , 2015 .

[16]  Y. Arnaud,et al.  Linking glacier annual mass balance and glacier albedo retrieved from MODIS data , 2012 .

[17]  Anthony J. Ratkowski,et al.  Validation of the QUick atmospheric correction (QUAC) algorithm for VNIR-SWIR multi- and hyperspectral imagery , 2005 .

[18]  Nozomu Takeuchi,et al.  Temporal and spatial variations in spectral reflectance and characteristics of surface dust on Gulkana Glacier, Alaska Range , 2009, Journal of Glaciology.

[19]  Nozomu Naito,et al.  Numerical simulation of recent shrinkage of Khumbu Glacier, Nepal Himalayas , 2000 .

[20]  Y. Arnaud,et al.  Monitoring spatial and temporal variations of surface albedo on Saint Sorlin Glacier (French Alps) using terrestrial photography , 2011 .

[21]  Christophe Kinnard,et al.  Albedo over rough snow and ice surfaces , 2014 .

[22]  E. Berthier,et al.  Seasonal changes in surface albedo of Himalayan glaciers from MODIS data and links with the annual mass balance , 2014 .

[23]  Jan-Gunnar Winther,et al.  Landsat TM derived and in situ summer reflectance of glaciers in Svalbard , 1993 .

[24]  Koji Fujita,et al.  Effect of precipitation seasonality on climatic sensitivity of glacier mass balance , 2008 .

[25]  Chad J. Shuey,et al.  Narrowband to broadband conversions of land surface albedo: II , 2003 .

[26]  S. Raper,et al.  Estimating equilibrium-line altitude (ELA) from glacier inventory data , 2009, Annals of Glaciology.

[27]  Crystal B. Schaaf,et al.  Accuracy assessment of the MODIS 16-day albedo product for snow: comparisons with Greenland in situ measurements , 2005 .

[28]  K. Moffett,et al.  Remote Sens , 2015 .

[29]  Lawrence S. Bernstein,et al.  Quick atmospheric correction code: algorithm description and recent upgrades , 2012 .

[30]  Roberta Pirazzini,et al.  Surface albedo measurements over Antarctic sites in summer , 2004 .

[31]  Christophe Kinnard,et al.  Albedo variations and the impact of clouds on glaciers in the Chilean semi-arid Andes , 2014, Journal of Glaciology.