Surface Elevation Change Monitoring Based on ICESat-2 Satellite Altimetry Data
DOI:
https://doi.org/10.54097/06qxmx56Keywords:
ICESat-2, ATL03, ATL08, surface elevation change.Abstract
The ICESat-2 (Ice, Cloud and Land Elevation Satellite-2), launched by NASA on September 18, 2018, offers higher precision in surface elevation monitoring. This study aims to investigate the surface elevation changes over different time periods in the Delong and Bulianta open-pit mines in Wulanmuren Township, Ordos City, using ICESat-2 laser data. The study utilizes the spatial distribution information of each photon from ATL03 (terrain elevation data) and the classification information of each photon from ATL08 (vegetation canopy height and surface elevation data) to extract surface photon elevation data for different periods in the same area. The precision of ICESat-2 satellite elevation data is validated using the on-board radar data from Henan Polytechnic University's Feima unmanned aerial vehicle D2000 in Jiaozuo City, Henan Province.Results indicate that in the No.1 area of the Delong open-pit mine, the surface subsided by approximately 16.3 meters between November 14, 2019, and November 10, 2021, due to soil removal operations. In the No.2 and No.3 areas of the Bulianta open-pit mine, the surface was uplifted by 3.1 meters and 13.6 meters, respectively, between May 16, 2019, and August 13, 2020, due to backfilling after mining. Additionally, the No.4 area was uplifted by about 10.5 meters between November 14, 2019, and November 10, 2021.Furthermore, the accuracy assessment yielded the following results: R2=0.956, RMSE=0.324, and MAE=0.105 meters, indicating that ICESat-2 data can be used as scientific data for inverting surface elevation changes.
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HUANG Hai-lan, WANG Zhengtao, Jin Tao-yong, et al. Determination of polar ice sheet elevation change using ICESat laser altimetry data [J]. Journal of Wuhan University (Information Science Edition)
Ander Lang, Yang Jin, Wu Yongbin, et al. Research progress of ICESat-2 laser altimeter satellite [J]. Ocean Surveying and Mapping,2019,39(06):9-15.
Li Qingshuo, Ke Changqing, Zhang Jie et al. Estimation of mass balance of Greenland Ice Sheet from 2003 to 2019 based on ICESat and ICESAT-2 laser altimetry data [J]. Journal of Geoinformation Science, 2002,24(03):558-571.
Wan Jie, Liao Jingjuan, Xu Tao et al. Accuracy evaluation of SRTM data based on ICESat/GLAS altimeter data: A case study of the Tibetan Plateau [J]. Remote Sensing of Land and Resources,2015,27(01):100-105.
Xie Dongping, LI Guoyuan, ZHAO Yanming et al. GEDI space-based laser altimeter system and its application [J]. International Space Science, 2018, No.480(12):39-44.
Puliti S, Hauglin M, Breidenbach J,et al.Modelling above-ground biomass stock over Norway using national forest inventory data with ArcticDEM and Sentinel-2 data[J].Remote Sensing of Environment,2020,236:111501.
Xie Dongping, LI Guoyuan, Wang Jianmin, et al. Application prospect of a new laser altimeter satellite ICESat-2 in geoscience [J]. Geomatics and Spatial Geographic Information, 2019,43(12):38-42+45.
Ai H,Kentaro T, Ram A, et al.Synthesis of L-band SAR and forest heights derived from TanDEM-X DEM and 3digital terrain model for biomass mapping[J]. Remote Sensing, 2020, 12:349
Ma Yue, Yang Fanlin, Wang Mingwei et al. Calculation of elevation change of Greenland Ice sheet using GLAS laser altimeter [J]. Infrared and Laser Engineering, 2015, 44(12): 3565-3569. (in Chinese)
Li Guoyuan, Tang Xinming, Fan Wenfeng, et al. On-orbit geometric calibration of satellite laser altimeter using ground-based IR detector[J]. Infrare and Laser Engineering, 2017, 46(11): 1117004.(in chinese)
Zhang Congkai, Yu Ying. Verification of accuracy of inversion of ground elevation and vegetation canopy height in ICESat-2/ATLAS data [J]. Forest Engineering, 2019,39(03):1-11.
Wang Xianwei,David M Holland, Gudmundsson G. Hilmar, et al. Accurate coastal DEM generation by merging ASTER GDEM and ICESat/ GLAS data over Mertz Glacier, Antarctica[J]. Remote Sensing of Environment,2018,206:218-230.
Wang Cheng, Dong Pinliang, Xi Xiaohuan,el al.A novel model for terrain slope estimation using ICESat/GLAS waveform data[J].IEEE Transactions on Geoscience and Remote Sensing,2018,50,1:217-227
Lamster K,Karuss J,Krievans M,et al.High-resolution orthophoto map and digital surface models of the largest Argentine Islands (the Antarctic) from unmanned aerial vehicle photogrammetry[J]. Journal of Maps, 2020, 16(2):335-347.
Guerra-Hernández J, Pascual A .Using GEDI lidar data and airborne laser scanning to assess height growth dynamics in fast-growing species: a showcase in Spain[J].Forest Ecosystems,2021,8(01):182-198.
Chen Guodong, Zhang Shengjun. Determination of elevation and volume change of Greenland ice sheet using ICESat data [J]. Chinese Journal of Geophysics,2019,62(07):2417-2428.
YUAN Huihui, Nie Sheng, Zhang Hebing et al. Accuracy evaluation and impact analysis of GEDI ground elevation and forest canopy height [J]. Remote Sensing Technology and Application,202,37(05):1056-1070. (in Chinese)
Liu Lijuan, Wang Cheng, Nie Sheng et al. Analysis of effects of different GEDI L2A algorithms on ground elevation and forest canopy height accuracy [J]. Journal of University of Chinese Academy of Sciences, 2019,39(04):502-511.
Huang Jiapeng, Xing Yanqiu, Qin Lei et al. Accuracy verification of ICESat-2/ATLAS data inversion of understory topography [J]. Infrared and Laser Engineering, 2020, 49(11):122-131. (in Chinese)
HUANG Jiapeng, Xing Yanqiu, Qin Lei et al. Research on the accuracy of photon cloud denoising algorithm in forest area under weak beam conditions [J]. Transactions of the Chinese Society for Agricultural Machinery, 2019,51(04):164-172.
Zhu Jun, Yang Panfeng, Li Yi, et al. Accuracy verification of ICESat-2 ATL08 terrain products: a case study of Spain [J]. Journal of Central South University,2022,29(01):226-238.
Pang Shujian, Ke Changqing, Zhou Xinghua et al. Change of glacier mass balance in Malan Mountain by InSAR and LiDAR altiometry [J]. Journal of Remote Sensing, 2019,26(10):2094-2105.
Krainak M A, Abshire J B, Camp J, et al. Laser transceivers for future NASA missions[J]. Proceedings of SPIE - The International Society for Optical Engineerin, 2012, 8381(8): 1-12.
Yu A W, Krainak M A, Harding D J, et al. Development effort of the airborne lidar simulator for the lidar surface topography (LIST) mission[C]. 2011: 8182-8182.
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