首页|期刊导航|空间科学学报|基于双粗糙界面数值仿真模型的机载雷达山岳冰川介电虚部反演

基于双粗糙界面数值仿真模型的机载雷达山岳冰川介电虚部反演OA

Retrieval of the Imaginary Part of the Dielectric Constant in Mountain Glaciers Using Airborne Radar Based on a Dual Rough Interface Numerical Simulation Model

中文摘要英文摘要

冰川作为全球气候变化的关键指示体和重要的淡水资源,其多物理参数的精准获取具有重要意义.中国山岳冰川环境恶劣、地形复杂,传统就位探测方法难以大面积连续监测.星载冰川透视探测由于受分辨率制约和复杂地面杂波的干扰,至今无业务化应用.机载雷达空间分辨率高、探测方式灵活,已成为冰川监测和研究的重要技术手段.但机载雷达进行探测时,依然面临冰表起伏和冰底复杂地形的影响,例如冰表杂波干扰信号解译与参数反演;冰底地形散射与冰内介电损耗耦合,阻碍介电常数准确反演.本研究结合机载超宽带雷达数据与伪谱时域(PSTD)数值模拟,构建冰表-冰底双界面地形与介电参数耦合模型.通过二维 PSTD仿真揭示地形散射与介电损耗互作用机制,提出基于动态范围分析的冰层介电常数虚部反演方法.应用老虎沟 12号冰川实测数据,经迭代优化将虚部估计值收敛至 6.0×10-4,相对误差为 21%.仿真与理论模型交叉验证表明,该方法有效解耦地形与介电参数的协同干扰,提升了复杂地形区冰川介电参数反演精度.

As a key indicator of global climate change and an essential freshwater resource,the accu-rate acquisition of multiple physical parameters of glaciers holds significant importance for global cli-mate change research,ecological conservation,and water resource planning.In China,glaciers are pre-dominantly mountain glaciers distributed in high-altitude regions.Constrained by harsh environments and complex terrain,traditional in-situ detection methods fail to achieve large-scale continuous monitor-ing of internal glacier parameters.Satellite-borne glacier remote sensing,meanwhile,faces limitations in resolution and interference from complex ground clutter in mountainous glacier regions,and thus has yet to be operationalized.Airborne radar,with its superior spatial resolution and flexible detection capabili-ties,has become a critical technical tool for glacier monitoring and research.However,airborne detec-tion of mountain glaciers still confronts challenges posed by undulating ice surfaces and complex sub-glacial topography:scattering clutter from the uneven ice surface interferes with radar signal interpreta-tion and precise inversion of key parameters,while the intricate subglacial structure and scattering loss-es caused by ice surface topography interact with dielectric losses within the ice,impeding accurate in-version of glacier dielectric constants.To address these challenges,this study integrates airborne ultra-wideband radar detection data from mountain glaciers with the Pseudo-Spectral Time Domain(PSTD)numerical simulation method.A coupled model of ice surface-subglacial dual interface topography and dielectric parameters is established.Through two-dimensional PSTD electromagnetic simulations,the in-teraction mechanism between topographic scattering and ice dielectric loss is elucidated.Furthermore,an inversion method for the imaginary part of the ice layer dielectric constant in measured regions is pro-posed based on dynamic range analysis.For the measured data from Laohugou Glacier No.12,iterative optimization converges the estimated imaginary part value to 6.0×10-4.The relative error between the estimated imaginary part and the theoretical mean is 21%.Cross-validation between simulation results and theoretical models demonstrates that this method effectively improves the inversion accuracy of glacier dielectric parameters in complex terrain by decoupling the synergistic interference between topo-graphic relief and dielectric parameters,thereby offering a viable solution for studying internal dielectric properties of glaciers.

沙子意;朱迪;白东锦;徐国庆;马剑英;刘天澳

中国科学院国家空间科学中心 北京 100190||中国科学院大学 北京 100049中国科学院国家空间科学中心 北京 100190||中国科学院大学 北京 100049中国科学院国家空间科学中心 北京 100190中国科学院国家空间科学中心 北京 100190中国科学院国家空间科学中心 北京 100190中国科学院国家空间科学中心 北京 100190||中国科学院大学 北京 100049

天文与地球科学

山岳冰川机载雷达探冰数值模拟仿真伪谱时域法参数反演

Mountain glaciersAirborne radar ice soundingNumerical simulationPseudo-spectral time domain methodParameter inversion

《空间科学学报》 2026 (2)

334-347,14

国家重点研发计划项目资助(2021YFB3900100)

10.11728/cjss2026.02.2025-0052

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