Development and Testing of a Glacier Mass Balance Model Using VB.NET to Simulate Glacier Surface Area for Himalayan Glaciers

被引:0
作者
Golom, Tarak [1 ]
Bandyopadhyay, Arnab [1 ]
Bhadra, Aditi [1 ]
机构
[1] North Eastern Reg Inst Sci & Technol, Dept Agr Engn, Itanagar 791109, Arunachal Prade, India
关键词
Mountain glaciers; Glacier mass balance model; Glacier surface area; Automatic calibration tool; Automated Glacier Extraction Index; ENERGY-BALANCE; GLOBAL OPTIMIZATION; SNOWMELT; CLIMATE; BASIN; INTEGRATION; REGION; RUNOFF;
D O I
10.1007/s10666-024-09990-w
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Glacier assessment and monitoring are crucial for understanding glacial hydrology and its response to climate change. A user-friendly glacier mass balance model was developed in this study, which requires basic meteorological inputs to generate glacier mass balance components, including, melt rate, accumulation rate, and evaporation, and subsequently generate daily glacier area. The model was calibrated and tested for 15 selected glaciers in the Mago basin of Arunachal Pradesh. An automatic calibration module was developed to automate the calibration process and generate the optimal set of parameters required for the simulation process. The model's performance was satisfactory, with an average error percentage ranging from 1.01 to 6.32% during calibration and 4.66 to 7.34% during the validation period. The testing on the validation glaciers also produced favourable results, with average errors ranging from 1.98 to 9.06%. Consequently, the model proved to be reliable in simulating glacier areas for one test glacier each from Western and Central Himalaya also.
引用
收藏
页码:157 / 176
页数:20
相关论文
共 36 条
[1]   ESTIMATION OF MASS BALANCE COMPONENTS OF A SUMMER-ACCUMULATION TYPE GLACIER IN THE NEPAL HIMALAYA [J].
AGETA, Y ;
HIGUCHI, K .
GEOGRAFISKA ANNALER SERIES A-PHYSICAL GEOGRAPHY, 1984, 66 (03) :249-255
[2]   Glaciers and hydrological changes in the Tien Shan: simulation and prediction [J].
Aizen, V. B. ;
Aizen, E. M. ;
Kuzmichonok, V. A. .
ENVIRONMENTAL RESEARCH LETTERS, 2007, 2 (04)
[3]  
Allen R. G., 1998, FAO Irrigation and Drainage Paper
[4]  
Bandyopadhyay A, 2015, J INDIAN GEOPHYS UNI, V19, P312
[5]   Snow water equivalent estimation in the Mallero basin using snow gauge data and MODIS images and fieldwork validation [J].
Bavera, Davide ;
De Michele, Carlo .
HYDROLOGICAL PROCESSES, 2009, 23 (14) :1961-1972
[6]   Energy balance model of mass balance and its sensitivity to meteorological variability on Urumqi River Glacier No.1 in the Chinese Tien Shan [J].
Che, Yanjun ;
Zhang, Mingjun ;
Li, Zhongqin ;
Wei, Yanqiang ;
Nan, Zhuotong ;
Li, Huilin ;
Wang, Shengjie ;
Su, Bo .
SCIENTIFIC REPORTS, 2019, 9 (1)
[7]  
Chen J., 1990, Proceedings of the two Lausanne Symposia, P127
[8]   A method for monitoring glacier mass balance using satellite albedo measurements:: application to Vatnajokull, Iceland [J].
De Wildt, MSD ;
Oerlemans, J ;
Björnsson, H .
JOURNAL OF GLACIOLOGY, 2002, 48 (161) :267-278
[9]   Comparison of Process-Based and Temperature-Index Snowmelt Modeling in SWAT [J].
Debele, Bekele ;
Srinivasan, Raghavan ;
Gosain, A. K. .
WATER RESOURCES MANAGEMENT, 2010, 24 (06) :1065-1088
[10]   Influence of debris cover on terminus retreat and mass changes of Chorabari Glacier, Garhwal region, central Himalaya, India [J].
Dobhal, D. P. ;
Mehta, Manish ;
Srivastava, Deepak .
JOURNAL OF GLACIOLOGY, 2013, 59 (217) :961-971