Effects of digital elevation model spatial resolution on distributed calculations of solar radiation loading on a High Arctic glacier

被引:13
|
作者
Arnold, Neil [1 ]
Rees, Gareth [1 ]
机构
[1] Univ Cambridge, Scott Polar Res Inst, Cambridge CB2 1ER, England
关键词
SURFACE-ENERGY-BALANCE; MASS-BALANCE; TEMPERATURE; SWITZERLAND; INDEX; STORGLACIAREN; TOPOGRAPHY; ALGORITHM; DAROLLA; SWEDEN;
D O I
10.3189/002214309790794959
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
High-resolution airborne lidar data are used to produce digital elevation models (DEMs) of an arctic valley glacier (midre Lovenbreen, Svalbard) at resolutions of 2.5-2000 m, using three different interpolation schemes. These data are used in a distributed model of solar radiation loading for glaciers. When the mean of all lidar measurements within a DEM cell is used to calculate cell height, the differences between the finest- (2.5 m) and coarsest-resolution (2000 m) DEMs for the calculated annual whole-glacier spatial means of total potential direct-beam solar radiation, potential duration of direct-beam solar radiation, and intensity of potential direct-beam solar radiation are 20%, 56% and 23% of the 2.5 m DEM values respectively. A resolution change from 2.5 m to 200 m affects the whole-glacier spatial mean summer net solar radiative flux by an average of 5%, and the summer melt production from the glacier by an average of 3% compared with the 2.5 m DEM values, for the years 2001-03. These changes are largely driven by underestimation of shading by surrounding topography at coarser DEM resolutions. This dependency is reduced in the second and third interpolation schemes, especially at resolutions finer than 50m, which use the maximum lidar height measurement in some or all DEM cells. These results suggest that resolutions of 50 m are the coarsest that should be adopted in high-resolution glacier surface energy-balance models for glaciers of similar size and in similar topographic situations to midre Lovenbreen, and that the impact of DEM resolution on calculated solar radiation receipts can be reduced by an appropriate choice of DEM interpolation scheme.
引用
收藏
页码:973 / 984
页数:12
相关论文
共 50 条
  • [1] Effects of Terrain Parameters and Spatial Resolution of a Digital Elevation Model on the Calculation of Potential Solar Radiation in the Mountain Environment: A Case Study of the Tatra Mountains
    Duraciova, Renata
    Pruzinec, Filip
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 11 (07)
  • [2] High spatial resolution image and digital elevation model data for watershed analysis
    Correa, AC
    Davis, CH
    Peyton, L
    Jiang, H
    Adhityawarma, J
    OBSERVING OUR ENVIRONMENT FOR SPACE: NEW SOLUTIONS FOR A NEW MILLENNIUM, 2002, : 245 - 250
  • [3] Effect of digital elevation model spatial resolution on depression storage
    Hou, Jingming
    Li, Xinyi
    Pan, Zhanpeng
    Wang, Junhui
    Wang, Ruike
    HYDROLOGICAL PROCESSES, 2021, 35 (10)
  • [4] Spatial resolution of a digital elevation model defined by the wavelet function
    ten Caten, Alexandre
    Diniz Dalmolin, Ricardo Simao
    Pedron, Fabricio de Araujo
    Mendonca-Santos, Maria de Lourdes
    PESQUISA AGROPECUARIA BRASILEIRA, 2012, 47 (03) : 449 - 457
  • [5] UPDATED GROUNDING LINE OF THWAITES GLACIER USING HIGH RESOLUTION TANDEM-X DIGITAL ELEVATION MODEL
    Kim, Seung Hee
    Kim, Duk-Jin
    2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 7105 - 7108
  • [6] Grounding Line of Campbell Glacier in Ross Sea Derived from High-Resolution Digital Elevation Model
    Kim, Seung Hee
    Kim, Duk-jin
    Kim, Hyun-Cheol
    KOREAN JOURNAL OF REMOTE SENSING, 2018, 34 (03) : 545 - 552
  • [7] Method for establishing high resolution digital elevation model
    Zhang, Cai-Xia
    Yang, Qin-Ke
    Duan, Jian-Jun
    Shuili Xuebao/Journal of Hydraulic Engineering, 2006, 37 (08): : 1009 - 1014
  • [8] A Glacier Surge of Bivachny Glacier, Pamir Mountains, Observed by a Time Series of High-Resolution Digital Elevation Models and Glacier Velocities
    Wendt, Anja
    Mayer, Christoph
    Lambrecht, Astrid
    Floricioiu, Dana
    REMOTE SENSING, 2017, 9 (04)
  • [9] Spatial disaggregation of satellite-derived irradiance using a high-resolution digital elevation model
    Ruiz-Arias, Jose A.
    Cebecauer, Tomas
    Tovar-Pescador, Joaquin
    Suri, Marcel
    SOLAR ENERGY, 2010, 84 (09) : 1644 - 1657
  • [10] A Scale-Aware Parameterization for Estimating Subgrid Variability of Downward Solar Radiation Using High-Resolution Digital Elevation Model Data
    He, Siwei
    Smirnova, Tatiana G.
    Benjamin, Stanley G.
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (24) : 13680 - 13692