Author Affiliations
1Key Laboratory of Photoelectronic Imaging Technology and System, Ministry of Education, School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China2Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China3Innovation Center for FengYun Meteorological Satellite (FYSIC), Beijing 100081, Chinashow less
Fig. 1. Components and observing mode of the BRDF measurement system
Fig. 2. Ground-based synchronous measurement system. (a) Ground-based spectrometer measurement system; (b) shading board; (c) solar radiometer; (d) all-sky imager
Fig. 3. Relationship between calibration coefficients of the reference panel and illumination angles
Fig. 4. Spectral radiance of each target observed synchronously by the airborne-ground observation system
Fig. 5. Surface features of field targets at different scales. (a) Satellite observation; (b) UAV observation; (c) ground observation
Fig. 6. Spatial distribution of target reflectance in the 555 nm band measured by the airborne spectrometer
Fig. 7. Measurement data of the ground-based spectrometer. (a) Variation of solar irradiance throughout the day; (b) variation of diffuse-to-total irradiance ratio throughout the day
Fig. 8. Relationship between spectral angle and wavelength shift between airborne and ground-based spectrometers
Fig. 9. Surface reflectance calculated before and after wavelength shift correction. (a) Before wavelength shift correction; (b) after wavelength shift correction
Fig. 10. Comparison of surface reflectance calculated by single and dual spectrometer method. (a) Calculation with a single spectrometer; (b) calculation with a dual spectrometer; (c) reflectance at 61 points in the 555 nm band
Fig. 11. Spatial distribution maps of ANIF at the 555 nm, 858 nm, and 1240 nm bands
Fig. 12. Changes in atmospheric environment during the measurement period. (a) Change of AOD with time;(b) change of cloud with time
Fig. 13. Total diffuse ratio and AOD at each measurement flight
Fig. 14. Relative bias of simulated reflectance values for different bands of BRDF models obtained on different days. (a) (b) Model bias on July 28th and July 30th before and after diffuse light correction; (c) (d) model bias on July 29th and July 30th before and after diffuse light correction
Fig. 15. Spatial distribution maps of ANIF at the 555 nm, 858 nm, and 1240 nm bands after diffuse light correction
Date | Time | Solar zenith /(°) | Solar azimuth /(°) |
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2021-07-28 | 9:50 | 42.85 | 105.82 | 11:00 | 31.97 | 122.05 | 13:00 | 20.72 | 183.33 | 14:40 | 30.90 | 235.73 | 15:40 | 43.50 | 254.92 | 16:40 | 53.43 | 264.88 | 2021-07-29 | 9:20 | 49.34 | 99.32 | 10:40 | 36.09 | 1115.39 | 13:00 | 20.93 | 179.45 | 14:40 | 30.53 | 234.24 | 15:40 | 42.03 | 252.74 | 16:50 | 54.83 | 265.77 | 2021-07-30 | 9:20 | 50.26 | 98.82 | 10:40 | 36.91 | 114.74 | 13:00 | 21.17 | 178.95 | 14:40 | 29.32 | 230.76 | 15:40 | 41.81 | 252.00 |
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Table 1. Observation data of the airborne BRDF measurement system
Sensor | Spectral range /nm | Wavelength shift /nm |
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512-element Silicon Linear | 350-1000 | 1 | Enhanced 256-element Linear Array | 1000-1900 | -5 | Enhanced 256-element Linear Array | 1900-2500 | 0 |
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Table 2. Wavelength shifts at different wavelengths
Band /nm | 2021-07-28 | | 2021-07-29 | | 2021-07-30 |
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| | | | | | | | | | |
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469 | 0.082 | 0.085 | -0.011 | | 0.094 | 0.063 | -0.002 | | 0.094 | 0.051 | -0.001 | 555 | 0.154 | 0.148 | -0.021 | | 0.172 | 0.097 | -0.002 | | 0.171 | 0.085 | -0.002 | 645 | 0.228 | 0.209 | -0.030 | | 0.257 | 0.119 | -0.005 | | 0.260 | 0.095 | 0 | 858 | 0.281 | 0.236 | -0.033 | | 0.312 | 0.125 | -0.004 | | 0.316 | 0.108 | -0.002 | 1240 | 0.355 | 0.236 | -0.029 | | 0.372 | 0.145 | -0.010 | | 0.380 | 0.143 | -0.007 | 1640 | 0.409 | 0.236 | -0.027 | | 0.443 | 0.116 | -0.007 | | 0.437 | 0.133 | -0.003 |
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Table 3. BRDF model coefficients for fitting three-day data
Band /nm | 2021-07-28 | | 2021-07-29 | | 2021-07-30 |
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| | | | | | | | | | |
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469 | 0.084 | 0.131 | -0.022 | | 0.089 | 0.101 | -0.016 | | 0.091 | 0.083 | -0.011 | 555 | 0.151 | 0.217 | -0.040 | | 0.156 | 0.174 | -0.032 | | 0.165 | 0.135 | -0.018 | 645 | 0.233 | 0.280 | -0.051 | | 0.241 | 0.239 | -0.042 | | 0.245 | 0.187 | -0.031 | 858 | 0.293 | 0.354 | -0.062 | | 0.303 | 0.274 | -0.050 | | 0.307 | 0.226 | -0.037 | 1240 | 0.359 | 0.379 | -0.069 | | 0.371 | 0.289 | -0.053 | | 0.371 | 0.274 | -0.041 | 1640 | 0.426 | 0.249 | -0.037 | | 0.426 | 0.283 | -0.051 | | 0.426 | 0.249 | -0.038 |
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Table 4. Model coefficients after diffuse light correction
Band /nm | Diffuse-correction between July 30th & July 28th(no-correction) | | Diffuse-correction between July 30th & July 29th(no-correction) |
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Average relative bias /% | STD of relative bias /% | | Average relative bias /% | STD of relative bias /% |
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469 | 3.953(8.135) | 2.288(4.180) | | 1.528(4.493) | 0.807(2.241) | 555 | 4.509(5.877) | 2.626(3.595) | | 2.632(4.304) | 1.418(2.442) | 645 | 2.496(7.691) | 1.323(4.318) | | 1.196(5.088) | 0.777(2.861) | 858 | 2.456(6.787) | 1.306(3.773) | | 1.161(4.736) | 0.788(2.647) | 1240 | 2.038(4.031) | 1.212(2.067) | | 1.271(2.933) | 0.885(1.628) | 1640 | 2.183(4.030) | 1.268(2.084) | | 1.144(2.822) | 0.900(1.555) |
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Table 5. Statistical analysis of the relative bias and standard deviation of simulated reflectance values for different bands of BRDF models obtained on different days