大气湍流引起的星载激光雷达辐射畸变

IF 8.6 1区 地球科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Geoscience and Remote Sensing Pub Date : 2025-02-18 DOI:10.1109/TGRS.2025.3543404
Wenkai Yu;Hui Zhou;Yue Ma;Qianyin Zhang;Song Li;Heng Wang;Jian Yang
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引用次数: 0

摘要

大气湍流是影响星载激光脉冲辐射测量的重要因素。利用美国国家环境预报中心(NCEP)数据集的气象数据和分形插值方法模拟的相位屏,模拟了激光脉冲在湍流中传播的光场。通过计算有和无湍流时接收能量的比值,引入能量指标定量评价湍流冲击。以ICESat-2激光雷达为例,研究了弱、中、强湍流模拟区域的能量指数分布。结果表明,中弱湍流的能量指数均值达到0.90,对应10%的激光能量损失;强湍流的能量指数均值降至0.70,对应30%的激光能量损失。这意味着强湍流冲击应补偿激光脉冲的辐射校正。此外,通过比较ATL09数据在3个不同地表类型区域的能量指数和大气透射率,验证了所提方法的有效性。平均绝对百分比误差(mape)小于5%,均方根误差(rmse)小于0.05,证明了本文方法对模拟大气湍流对星载激光脉冲辐射测量的影响是有效的。
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Atmospheric Turbulence-Induced Radiometric Distortion of Spaceborne Lidars
Atmospheric turbulence is a significant factor that affects the radiometry of spaceborne laser pulses. Depending on the meteorological data from the National Centers for Environmental Prediction (NCEP) dataset and phase screens simulated from fractal interpolation method, the optical fields of a transmitted laser pulse propagating through the turbulence are modeled in this study. By calculating the ratio of the received energy with and without turbulence, an energy index is introduced to quantitatively evaluate the turbulence impact. Taking the ICESat-2 Lidar as an example, the distributions of the energy index at three simulated areas with weak, moderate, and strong turbulence are investigated. The results indicate that the means of energy index reaches 0.90 for moderate and weak turbulences, which corresponds to 10% laser energy loss, but would decrease to 0.70 for strong turbulence corresponding to 30% laser energy loss. It implies that the strong turbulence impact should be compensated for the radiometric correction of laser pulses. In addition, the proposed method is validated by comparing the energy index and the atmospheric transmittance derived from the ATL09 data over three areas with different surface types. The mean absolute percentage errors (MAPEs) are below 5% and the root mean square errors (RMSEs) are less than 0.05, which proves that our proposed method is effective for simulating the influence of atmospheric turbulence on the radiometry of spaceborne laser pulses.
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来源期刊
IEEE Transactions on Geoscience and Remote Sensing
IEEE Transactions on Geoscience and Remote Sensing 工程技术-地球化学与地球物理
CiteScore
11.50
自引率
28.00%
发文量
1912
审稿时长
4.0 months
期刊介绍: IEEE Transactions on Geoscience and Remote Sensing (TGRS) is a monthly publication that focuses on the theory, concepts, and techniques of science and engineering as applied to sensing the land, oceans, atmosphere, and space; and the processing, interpretation, and dissemination of this information.
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