Abstract

Mountain glaciers are excellent indicators of climate change and have an important role in the terrestrial water cycle and food security in many parts of the world. Glaciers are the major water source of rivers and lakes in the Nyainqentanglha Mountains (NM) region, where the glacier area has the second largest extent on the Tibetan Plateau. The potential of the high spatial resolution ZiYuan-3 (ZY-3) Three-Line-Array (TLA) stereo images to retrieve glacier mass balance has not been sufficiently explored. In this study, we optimized the procedure to extract a Digital Elevation Model (DEM) from ZY-3 TLA stereo images and estimated the geodetic mass balance of representative glaciers in the two typical areas of the NM using ZY-3 DEMs and the C-band Shuttle Radar Topography Mission (SRTM) DEM in three periods, i.e., 2000–2013, 2013–2017 and 2000–2017. The results provide detailed information towards better understanding of glacier change and specifically show that: (1) with our new stereo procedure, ZY-3 TLA data can significantly increase point cloud density and decrease invalid data on the glacier surface map to generate a high resolution (5 m) glacier mass balance map; (2) the glacier mass balance in both the Western Nyainqentanglha Mountains (WNM) and Eastern Nyainqentanglha Mountains (ENM) was negative in 2000–2017, and experienced faster mass loss in recent years (2013–2017) in the WNM. Overall, the glaciers in the western and eastern NM show different change patterns since they are influenced by different climate regimes; the glacier mass balances in WNM was –0.22 ± 0.23 m w.e. a−1 and –0.43 ± 0.06 m w.e. a−1 in 2000–2013 and 2013–2017, respectively, while in 2000–2017, it was –0.30 ± 0.19 m w.e. a−1 in the WNM and –0.56 ± 0.20 m w.e. a−1 in the ENM; (3) in the WNM, the glaciers experienced mass loss in 2000–2013 and 2013–2017 in the ablation zone, while in the accumulation zone mass increased in 2000–2013 and a large mass loss occurred in 2013–2017; as regards the ENM, the glacier mass balance was negative in 2000–2017 in both zones; (4) glacier mass balance can be affected by the fractional abundance of debris and glacier slope; (5) the glacier mass balances retrieved by ZY-3 and TanDEM-X data agreed well in the ablation zone, while a large difference occurred in the accumulation zone because of the snow/firn penetration of the X-band SAR signal.

Highlights

  • As one of the major fresh water resources in cold and high elevation regions, mountain glaciers can determine the terrestrial water cycle and ecosystem stability in these regions, and threaten live and food security of the local people [1,2,3]

  • The glacier elevation change maps between 2000 and 2014 in the Western Nyainqentanglha Mountains (WNM) and Eastern Nyainqentanglha Mountains (ENM) obtained by differential synthetic aperture radar interferometry (DInSAR) technique using TerraSAR-X/TanDEM-X images and Shuttle Radar Topography Mission (SRTM) Digital Elevation Model (DEM) were provided by Li et al [9] and Wu et al [31]

  • The Elevation Control Points (ECPs) generation included three steps: (1) the Tie Points (TPs) were automatically obtained by the Least Squares Matching Technique (LSMT), which searches the same feature in the stereo images and achieves sub-pixel matching accuracy; (2) x, y and z coordinates of these TPs were calculated by the first triangulation measurements; (3) the ECPs were created by transforming the z coordinate of TPs to the elevation of SRTM-C DEM

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Summary

Introduction

As one of the major fresh water resources in cold and high elevation regions, mountain glaciers can determine the terrestrial water cycle and ecosystem stability in these regions, and threaten live and food security of the local people [1,2,3]. The three-line-array (TLA) stereo images, such as the ones acquired by the Advanced Land Observing Satellite (ALOS) and ZiYuan-3 (ZY-3), consist of three high resolution images at Nadir (N), Backward (B) and Forward (F) view angles and can form three pairs of nearly-simultaneous stereo images (NB: Nadir-Backward, NF: Nadir-Forward, BF: Backward-Forward) This kind of image data has been used less frequently to monitor glacier mass balance. Previous studies reported negative glacier mass balances in both regions in the first decade of the 21st century, while the magnitudes of mass loss calculated by different data, e.g., field observation, ICESat/GLAS (Ice, Cloud and land Elevation Satellite/Geoscience Laser Altimeter System) and TerraSAR-X/TanDEM-X, were not consistent [5,9,33,34].

Study Area
Datasets
Glacier Elevation Change Map from DInSAR
Landsat TM data
Stereo Image Processing of ZY-3 TLA Data
Co-Registration of Point Clouds
Fusion of Multiple Point Clouds
Glacier Mass Balance Estimation
The Accuracy of ZY-3 TLA Data in Producing a DEM
Glacier Mass Balance in the WNM
The Effect of Glacier Surface Slope on Glacier Elevation Change
DDiissccuussssiioonn
Advantages and Disadvantages of ZY-3 TLA Data to Capture Glacier Mass Balance
Findings
Conclusions
Full Text
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