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國產(chǎn)星載激光雷達(dá)森林回波波形模擬仿真
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國家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目(2017YFD060090402、2021YFE0117700-6)、北京空間機(jī)電研究所開放基金項(xiàng)目和中央高?;究蒲袠I(yè)務(wù)費(fèi)專項(xiàng)資金項(xiàng)目(2572019AB18)


Simulation on Forest Echo Waveforms of Domestic Spaceborne LiDAR
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    摘要:

    為探究擬發(fā)射國產(chǎn)星載激光雷達(dá)衛(wèi)星波形數(shù)據(jù)在森林結(jié)構(gòu)參數(shù)估測方面應(yīng)用潛力,首先需對其回波波形進(jìn)行模擬仿真,。針對地形無規(guī)律起伏和林層結(jié)構(gòu)復(fù)雜這一問題,本文采用有限元原理實(shí)現(xiàn)了隨機(jī)地形與林分三維信息的模擬仿真,;針對激光脈沖傳輸過程中能量衰減的問題,,引入了激光雷達(dá)輻射傳輸模型;為驗(yàn)證本文所建回波仿真系統(tǒng)有效性,,利用與國產(chǎn)星載激光雷達(dá)回波波形相近的ICESat-GLAS實(shí)測波形數(shù)據(jù)對GLAS仿真波形數(shù)據(jù)進(jìn)行驗(yàn)證,。研究結(jié)果為:發(fā)射波仿真波形與實(shí)測波形相關(guān)系數(shù)為0.96;地形坡度分別為0°~10°,、10°~20°,、20°~30°和30°以上時(shí)回波仿真波形與實(shí)測波形相關(guān)系數(shù)均值分別為0.90、0.88,、0.85和0.81,;郁閉度分別為0~0.2、0.2~0.4,、0.4~0.6,、0.6~0.8和0.8~1.0時(shí)回波仿真波形與實(shí)測波形相關(guān)系數(shù)均值分別為0.81、0.80、0.84,、0.88和0.90,;針葉林、闊葉林和混交林回波仿真波形與實(shí)測波形相關(guān)系數(shù)均值分別為0.85,、0.86和0.89,。研究結(jié)果表明:本文所建回波仿真系統(tǒng)可用于國產(chǎn)星載激光雷達(dá)回波仿真?;夭ǚ抡嫠脟a(chǎn)星載激光雷達(dá)仿真波形,,可為森林結(jié)構(gòu)參數(shù)估測研究提供數(shù)據(jù)支撐。

    Abstract:

    In the process of exploring the application potential of domestic satelliteborne LiDAR satellite waveform data in the estimation of forest structure parameters, simulating the received waveform of the satellite is a very important part of it. In the process of waveform simulation, to solve the problem of irregular terrain undulations and complex forest layer structure, the finite element principle was implemented to realize the simulation of random terrain and forest stand threedimensional information. To solve the problem of energy attenuation during laser pulse transmission, the laser radar radiation transmission model was used. To verify the effectiveness of the built echo simulation system, the ICESat-GLAS measured waveform data, which was similar to the received waveform of the domestic spaceborne LiDAR, was used to verify the GLAS simulation waveform data. The research results showed that the correlation coefficient between the simulated waveform and the measured waveform of the transmitted wave was 0.96. When the errain slope was 0°~10°, 10°~20°, 20°~30°, and above 30°, the mean values of the correlation coefficients between the simulated received waveform and the measured waveform were 0.90, 0.88, 0.85, and 0.81, respectively. When the canopy closure was 0~0.2, 0.2~0.4, 0.4~0.6, 0.6~0.8, and 0.8~1.0, the mean values of the correlation coefficients between the simulated received waveform and the measured waveform were 0.81, 0.80, 0.84, 0.88, and 0.90, respectively. The mean values of correlation coefficients between the simulated received waveform and measured waveform of coniferous forest, broadleaved forest and mixed forest were 0.85, 0.86 and 0.89, respectively. The research results showed that the built echo simulation system can be used for domestic spaceborne LiDAR echo simulation. The simulation waveforms of domestic spaceborne LiDAR obtained can provide data support for the estimation of forest structure parameters.

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蔡龍濤,岳春宇,黃縉,賀濤,國愛燕,邢艷秋.國產(chǎn)星載激光雷達(dá)森林回波波形模擬仿真[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2022,53(4):208-217. CAI Longtao, YUE Chunyu, HUANG Jin, HE Tao, GUO Aiyan, XING Yanqiu. Simulation on Forest Echo Waveforms of Domestic Spaceborne LiDAR[J]. Transactions of the Chinese Society for Agricultural Machinery,2022,53(4):208-217.

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  • 收稿日期:2021-04-15
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  • 在線發(fā)布日期: 2021-05-05
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