Faquan Li’s research while affiliated with Chinese Academy of Sciences and other places

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Publications (70)


Study of Thermodynamic Horizontal Structure of the Middle and Upper Atmosphere Based on Atmospheric Detection Lidar Networks
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March 2025

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5 Reads

Liting Ren

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Linmei Liu

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Faquan Li

Understanding the thermodynamic horizontal structure of the mesopause is essential for studying atmospheric wave dynamics and energy transport. However, conventional models like MSISE-00 exhibit some discrepancies from lidar observations in the mesopause. To obtain a more reliable horizontal temperature structure, this study integrates coordinated lidar observations from Urumqi, Yuzhong, and Yangbajing with models using a three-dimensional variational (3DVAR) data assimilation method to construct a high-resolution temperature field over northwestern China. The assimilated temperature profiles closely match lidar observations, with the RMSE (root mean square error) of residual reductions of 67.35% at Urumqi, 60.69% at Yuzhong, and 34.80% at Yangbajing. Independent validation at Korla showed a RMSE of residual reductions of 40.14%, confirming the model's effectiveness. The thermodynamical horizontal structures of the mesopause obtained from this model were also analyzed. The lidar-based model for the mesopause extends the observation results from disparate lidar stations to the area between lidar stations and will contribute to a deeper understanding of upper atmospheric dynamics.


Photochemical reaction process of O2(a¹Δg) and O2(b¹∑⁺g) states.
Concentration of O2(a¹Δg) and O2(b¹∑⁺g) generated under different mechanisms. (a) O2(a¹Δg) Concentration. (b) O2(b¹∑⁺g) Concentration.
VER of O2 molecular dayglow at 1.27 μm and 0.76 μm bands.
Radiation and absorption spectra of O2(a¹Δg) and O2(b¹∑⁺g) bands at two different temperatures of 200 K and 500 K. (a) O2(a¹Δg) band radiation spectra. (b) O2(b¹∑⁺g) band radiation spectra. (c) O2(a¹Δg) band absorption spectra. (d) O2(b¹∑⁺g) band absorption spectra.
Variation of the ratio of the emission rate to the intensity of the absorption line of O2(a¹Δg) and O2(b¹∑⁺g) bands as a function of wavelength at different temperatures. (a) O2(a¹Δg) band. (b) O2(b¹∑⁺g) band.

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Temperature retrieval of near space with the combined use of O2(aΔg) and O2(b∑g) dayglow emissions under self-absorption effect correction
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  • Full-text available

August 2024

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19 Reads

Atmospheric temperature information in the near space is of great academic significance and engineering value to support the development and utilization of the near space. Based on the theory of O2 molecular dayglow spectroscopy and the mechanism of atmospheric radiative transfer, a method is proposed for the joint retrieval of temperature profiles in the near space using O2(a¹Δg) and O2(b¹∑⁺g) bands dayglow spectroscopy signal with the self-absorption effect. First, the temperature dependence of O2(a¹Δg) and O2(b¹∑⁺g) bands dayglow is investigated, and the influence of the self-absorption effect on the radiative transfer characteristics is analyzed in the limb-view mode. Then, with the use of the onion peeling algorithm, the dayglow emission spectra signals of the O2(a¹Δg) and O2(b¹∑⁺g) bands measured by the SCanning Imaging Absorption spectroMeter for Atmospheric CHartographY (SCIAMACHY) in the limb-viewing mode were processed, and combined with optimization algorithms, the temperature profiles from 35 km to 120 km is successfully retrieved. Finally, the accuracy and reliability of the self-absorption effect correction as well as the joint temperature retrieval were verified by comparing with temperature product data from remote sensing satellites such as Sounding of the Atmosphere using Broadband Emission Radiometry (SABER), Atmospheric Chemistry Experiment Fourier-Transform Spectrometer (ACE-FTS), and Michelson Interferometer for Passive Atmospheric Sounding (MIPAS). The error analysis shows that the temperature retrieval error after correction for the self-absorption effect is about 3 K minimum and 20 K maximum.

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Exploring Spectral Uncertainty on the Surface of Brass Samples by Laser-Induced Breakdown Spectroscopy

March 2024

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43 Reads

The shot-to-shot measurement uncertainty restricts the application of laser-induced breakdown spectroscopy (LIBS) technically, to a certain extent. In order to further deepen the understanding of spectral stability, in this paper, the effects of the laser’s focus depth, the delay of the spectrometer, and the position of the spectrum collection on the spectral stability were carefully researched. Moreover, the dynamic characteristics of plasma were studied at different laser focusing depths. Research has found that the morphological changes of plasma are relatively stable, without significant changes, despite varying depths of laser focus on the sample surface. In addition, it was found that stable elemental emission spectra can always be obtained in the early plasma aggregation region.


Figure 2. The flowchart of the data processing program.
Parameters of the laser scanning experiment system.
Online Testing Method for the Fine Spectral Characteristics of Narrow-Band Interference Filters Based on a Narrow-Linewidth Tunable Laser

February 2024

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41 Reads

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1 Citation

The transmission spectrum of a narrow-band interference filter is crucial and highly influenced by factors such as the temperature and angle, thus requiring precise and online measurements. The traditional method of measuring the transmission spectrum of an interference filter involves the use of a spectrometer, but the accuracy of this method is limited. Moreover, placing a narrow-band interference filter inside a spectrometer hinders real-time online measurements. To address this issue, there is demand for high-precision online spectral testing methods. In response to this demand, we propose and experimentally validate a fine spectral characterization method for narrow-band interference filters. This method uses a narrow-linewidth tunable laser, achieving a spectral resolution in the MHz range for online testing. Two types of narrow-band interference filters were tested using the constructed laser spectroscopy experimental system, obtaining a transmission spectrum with a spectral resolution of 318 MHz. In comparison to spectrometer-based methods, our proposed method demonstrates higher spectral accuracy, enables online measurements, and provides more accurate measurements for special spectral interference filters. This approach has significant application value and promising development prospects.


Gravity Wave Activities in the Low-Latitude Middle Atmosphere Studied with lidar in China

January 2024

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77 Reads

Through long-term Rayleigh lidar observations during 2010-2022, atmospheric gravity wave (AGW) activities in the middle atmosphere (30–65 km) are statistically investigated at Haikou (110.3°E, 19.9°N) in China. In total, 827 quasi-monochromatic AGW events are identified from the lidar dataset, and the vertical wavelength, observed wave period, and vertical propagation direction of dominant waves are extracted for each AGW event by analyzing the power spectra of wave-induced temperature perturbations. It is revealed that 81.7% of all AGW events were associated with upward-propagating waves, and the proportion of upward-propagating AGWs reached a maximum in autumn and a minimum in winter. The most common vertical wavelengths and wave periods were 6–11 km and 4–10 hours, respectively. In particular, 68 AGW events associated with simultaneous upward and downward propagating waves were observed by lidar, corresponding to 8.2% of the events. The occurrence of such special AGW phenomena is qualitatively discussed, and multiple formation mechanisms may exist. Comparisons are made with previously reported lidar observation results, and the statistical features of AGW activity in the low-latitude middle atmosphere may vary over a relatively wide range depending on the location and altitude. However, a majority of AGWs propagate upward in the middle atmosphere.


Assessment of LiDAR-Based Atmospheric Observations Using YOLOv9 for Sky Image Recognition

January 2024

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20 Reads

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1 Citation

IEEE Sensors Journal

This study introduces an innovative method to improve the quality and accuracy of LiDAR observation data by utilizing YOLOv9 image recognition technology. By correlating daytime cloud image grayscale values and nighttime sky star counts with LiDAR data, this method provides a robust solution for all-weather observations. Experimental results show that this technique can accurately predict LiDAR data quality under various environmental conditions, offering a valuable tool for atmospheric science research and meteorological monitoring.


Design of a Data Acquisition, Correction and Retrieval of Na Doppler Lidar for Diurnal Measurement of Temperature and Wind in the Mesosphere and Lower Thermosphere Region

October 2023

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65 Reads

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5 Citations

Based on the resonance fluorescence scattering mechanism, a narrowband sodium (Na) lidar can measure temperature and wind in the mesosphere and lower thermosphere (MLT) region. By using a narrowband spectral filter, background light noise during the day can be suppressed, allowing for continuous observations. To obtain full-diurnal-cycle temperature and wind measurement results, a complex and precise retrieval process is required, along with necessary corrections to minimize measurement errors. This paper introduces the design of a data acquisition unit for three frequencies in three directions of the Na lidar system in the Chinese Meridian Project (Phase II) and investigates the calibration and retrieval methods for obtaining diurnal temperature and horizontal wind in the MLT region, using a Na Doppler lidar with Faraday anomalous dispersion optical filter (FADOF). Furthermore, these methods are applied to observations conducted by a Na lidar in Beijing, China. The wind and temperature results over full diurnal cycles obtained from the all-solid-state Na Doppler lidar are reported for the first time and compared with temperature measurements from satellite, as well as wind observations from a meteor radar. The comparison demonstrates a reasonable agreement between the results, indicating the rationality of the lidar-retrieved results and the feasibility and effectiveness of the data correction and retrieval method.


Lidar observations of thermospheric Na layers over Beijing

September 2023

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8 Reads

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1 Citation

Chinese Journal of Geophysics

The thermospheric layers reported are located in the E and F regions of the ionosphere, which can be used as unique tracers for studies of interaction processes between neutral and ionized components in 105~200 km. In order to enhance our understanding of the origin and formation mechanisms of thermospheric layers, this study analyzes the observed sodium (Na) data by a high-sensitivity resonance fluorescence lidar at Yanqing Station, Beijing (40.42°N, 116.02°E). According to their morphological characteristics, occurrence frequency, and referring to the previous reports, the thermospheric Na atomic layers observed from the station are mainly classified into the following four types: lower thermosphere sporadic Na layers, dawn thermosphere-ionosphere Na layers, midnight thermosphere-ionosphere Na layers and mid-latitude thermosphere-ionosphere Na layers (Mid-TINa). Then we analyze the last thermospheric Na layer in detail. Based on totaling 415 nights and approximately 3914 hours of observation from 2018 to 2020, there were only about 17 Mid-TINa events found (with an occurrence rate of only 4.1%, mostly in winter). Among the 14 complete events analyzed, only about 35.7% (5/14) of the events' occurrence time is similar but earlier than the Sporadic E (Es) layers observed at the adjacent ground-based station. The remaining 9 events occurred between 2.5 to 8.6 hours after the latest Es layers. This weak correlation suggests that Mid-TINa layers may be triggered by other possible formation mechanisms.


A new Einstein coefficient method for mesopause–lower thermosphere atmosphere temperature retrieval under a non-local thermal equilibrium situation

August 2023

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46 Reads

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2 Citations

The mesopause–lower thermosphere (MLT) region is an important spatial region in the Earth’s atmosphere, making it a valuable area to investigate the temperature variations. Kirchhoff’s law fails with the altitude increase due to the non-local thermal equilibrium effect, resulting in an increase in the error of the method to retrieve the atmospheric temperature in the MLT region using the A-band spectral line intensity. In the non-LTE state, the temperature retrieval method based on the Einstein coefficients is proposed to retrieve atmospheric temperature in the 92–140 km height range using the airglow radiation intensity images obtained from the Michelson Interferometer for global high-resolution thermospheric imaging (MIGHTI) measurements. Results show that the temperature deviation of the two-channel combinations does not exceed 15 K in the altitude range of 92–120 km. This deviation increases up to 45 K when the altitude is in the range of 120–140 km due to the influence of the N2 airglow spectrum. The two-channel combinations self-consistency is increased by 85 K compared with the temperature obtained using the spectral line intensity retrieval. Additionally, the comparison of the retrieval results with the spectral line intensity method and the comparison with the atmospheric chemistry experiment Fourier transform spectrometer (ACE-FTS) temperature measurement data shows that the Einstein coefficient method is significantly more rational and accurate than the spectral line intensity method.


Spectral Calibration for SO2 Cameras with Light Dilution Effect Correction

July 2023

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93 Reads

The detection ability of SO2 cameras has been improved effectively, while the calibration is still the main factor that limits their measurement accuracy. This paper presents a nonlinear calibration theory by considering the effect of light dilution due to the path radiance as well as the dependence of plume aerosol on scattering wavelength. This new spectral calibration method is used to retrieve the SO2 column density and emission rate of the Etna volcano. Results show that, compared with the DOAS calibration approach, the inversion error can be reduced by 13% if the new spectral calibration is adopted. The superiority of the proposed method will become more obvious for long-distance detection of optically thick plumes.


Citations (47)


... In forthcoming research, the optimization efforts will be directed towards two key areas to enhance model performance: first, expanding and diversifying the dataset of building cracks by incorporating additional crack labels to bolster the model's robustness and accuracy, thereby addressing practical application requirements; The second focus is the advancement of lightweight algorithms within the YOLO series to diminish model complexity and computational demands, while ensuring effective deployment in industrial settings. Additionally, future research will explore the more advanced YOLOv9 [41] and YOLOv10 [42,43] models in subsequent studies to further enhance detection performance. ...

Reference:

MBE-YOLOv8: enhancing building crack detection with an advanced YOLOv8 framework
Assessment of LiDAR-Based Atmospheric Observations Using YOLOv9 for Sky Image Recognition
  • Citing Article
  • January 2024

IEEE Sensors Journal

... In this context, it is interesting to consider photon counting methods based on the photoresponse of intrinsically narrowband systems such as atoms. Available atomic systems have optical bandwidths ranging from a few GHz in hot vapor filters [26,27] used for background rejection in LIDAR sky observation [28,29] to mHz in cold atoms on forbidden transitions [30]. Atomic resonance frequencies are fixed, but a detector based on atomic resonances can in principle detect any frequency through optical frequency conversion, which preserves both photon number and quantum correlations [31]. ...

Design of a Data Acquisition, Correction and Retrieval of Na Doppler Lidar for Diurnal Measurement of Temperature and Wind in the Mesosphere and Lower Thermosphere Region

... The loss processes of the excited state O 2 molecules include spontaneous emission and collisional quenching with neutral gas molecules in the atmosphere, such as N 2 and O 2 . As a result of the different energy level distributions, O 2 (a 1 ∆ g ) is in a metastable state, i.e., no allowed transitions to lower states take place, thus having a relatively long lifetime of about 4500 s, while the O 2 molecule O 2 (b 1 ∑︁ + g ) in the second excited state is very unstable, with a lifetime of about 12 s, and is prone to emission loss [21,22]. The photolysis mechanism of O 3 in the O 2 (a 1 ∆ g ) state is that O 3 molecules directly produce O 2 (a 1 ∆ g ) in the photolysis process after absorbing solar ultraviolet radiation in the Hartley bands, which occupies a dominant position. ...

A new Einstein coefficient method for mesopause–lower thermosphere atmosphere temperature retrieval under a non-local thermal equilibrium situation

... In 2022, Zhang et al. analyzed the optimal filter band configuration for SO 2 UV cameras under different solar zenith angles (SZA) [24]. In 2023, Wu et al. analyzed the detection limits of the SO 2 UV camera under different monitoring distances, atmospheric visibility, and aerosol contents within the plume for the application of the SO 2 UV camera in remote sensing monitoring of ship exhaust [25]. SO 2 UV cameras are capable of long-distance monitoring, typically spanning several kilometers. ...

Effect of UV Scattering on Detection Limit of SO2 Cameras

... The emission rate ε(J ′ , T) of each rotational line in the 1.27 and 0.76 µm spectral bands of O 2 molecules can be calculated by combining the Einstein coefficient A for transitions from the excited state to the ground state with the partition function and statistical weight [28] ...

Influence of Scattered Sunlight for Wind Measurements with the O2(a1Δg) Dayglow

... Ground-based and spaceborne remote sensing techniques have been developed considerably over the past few decades. In remote sensing methods, power spectrum data measured by satellites and radars is used to invert to obtain cloud microphysics parameters [21][22][23][24][25][26][27][28][29][30]. Remote sensing methods have the advantage of detecting high-altitude clouds from a long distance [31,32]. ...

Clouds in the Vicinity of the Stratopause Observed with Lidars at Midlatitudes (40.5–41°N) in China

... Since 2013, the Shanghai Institute of Satellite Engineering has conducted successive research on the celestial Doppler velocimetry navigation. The solar atomic frequency discriminator developed by the Shanghai Institute of Satellite Engineering and the Institute of Mathematical Physics of the Chinese Academy of Sciences was carried on the Xihe in 2021, and it successfully launched and completed in-orbit experiments [21,22]. The Xihe mainly observes the solar Hα spectrum and also verifies the celestial Doppler velocimetry navigation in orbit. ...

Autonomous navigation method and technology implementation of high-precision solar spectral velocity measurement
  • Citing Article
  • August 2022

Science China Physics Mechanics and Astronomy

... Next, the saliency weight (SYW) is determined for both images A and G to highlight the salient items that their eminence is attenuated when captured in an underwater environment. This is done using a frequency-tuned (FT) algorithm for salient area recognition proposed by [27]. Both G and A images must be processed by the FT algorithm to produce two saliency weights that are needed later when computing the normalized weights required for the fusion process. ...

Multispectral LiDAR point cloud highlight removal based on color information

... Recent work has demonstrated nitrogen buffer-gas pressure tuning in a micro-machined vapour cell [26]. Another example of enhancing the application by adding a buffer-gas is when using cascaded atomic magneto optical filters [27] to monitor the solar magnetic field [28][29][30] where optimising line shapes by shifting and broadening lines is routine. A field that exploits the fine-structure changing collisions of alkali-metal atoms when subject to high buffer-gas collisions is that of generating highpowered lasers with diode-pumped alkali lasers [31][32][33]. ...

The Solar Activity Monitor Network - SAMNet

... The background wind is difficult to be measured in the stratosphere and mesosphere. To fill this gap, Liu et al. [101] developed a dataset of the monthly mean zonal wind in the height range of 18-100 km and at latitudes of 50°S-50°N from 2002 to 2019, derived from the gradient balance wind theory and the temperature and pressure observed by the SABER instrument. ...

Atmospheric turbulence spectrum in high resolution mode detected by a High Power-Aperture sodium Lidar over Yanqing, Beijing (40.47°N, 115.97°E)
  • Citing Article
  • April 2021

Journal of Quantitative Spectroscopy and Radiative Transfer