Li qi

Prof. Li qi

Institute of Remote Sensing and GIS, Peking University

Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
1 May 2019 in Science of The Total Environment
Verified
Journal Article
Closed access
YQYanlin Qi
Yanlin Qi
LQLi qi
Li qi
HKHamed Karimian
Hamed Karimian
DLDi Liu
Di Liu

1 January 2019 in Aerosol and Air Quality Research
Verified
Journal Article
Closed access
HKHamed Karimian
Hamed Karimian
LQLi qi
Li qi
CWChunlin Wu
Chunlin Wu
YQYanlin Qi
Yanlin Qi
YMYuqin Mo
Yuqin Mo
SSSonali Sachdeva
Sonali Sachdeva
The international journal of Aerosol and Air Quality Research (AAQR) covers all aspects of aerosol science and technology, atmospheric science and air quality related issues.

Verified
Journal Article
Open access
PDF file
YWYongxing WU
Yongxing WU
FPFei Peng
Fei Peng
YPYang Peng
Yang Peng
XKXiaoyang Kong
Xiaoyang Kong
HLHeming Liang
Heming Liang
LQLi qi
Li qi
Dynamic visual simulation of flood risk is crucial for scientific and intelligent emergency management of flood disasters, in which data quality, availability, visualization, and interoperability are important. Here, a seamless integration of a spatio-temporal Geographic Information System (GIS) with one-dimensional (1D) and two-dimensional (2D) hydrodynamic models is achieved for data flow, calculation processes, operation flow, and system functions. Oblique photography-based three-dimensional (3D) modeling technology is used to quickly build a 3D model of the study area (including the hydraulic engineering facilities). A multisource spatio-temporal data platform for dynamically simulating flood risk was built based on the digital earth platform. Using the spatio-temporal computation framework, a dynamic visual simulation and decision support system for flood risk management was developed for the Xiashan Reservoir. The integration method proposed here was verified using flood simulation calculations, dynamic visual simulations, and downstream river channel and dam-break flood simulations. The results show that the proposed methods greatly improve the efficiency of flood risk simulation and decision support. The methods and system put forward in this study can be applied to flood risk simulations and practical management.

23 April 2023 in Remote Sensing
Verified
Journal Article
Open access
PDF file
HTHongzhao Tang
Hongzhao Tang
CXChenchao Xiao
Chenchao Xiao
Kun ShangKun Shang
Kun Shang
Taixia WuTaixia Wu
Taixia Wu
LQLi qi
Li qi
In this study, an on-orbit radiometric calibration campaign of the GF5-02 AHSI was performed at the RadCalNet Baotou site, based on the automated observation of reflectance and atmospheric parameters of a 300 m × 300 m homogeneous desert area. The consistency of the radiometric calibration coefficients was validated both at the Dunhuang calibration site and the Baotou site. The average relative difference between the calibrated top-of-atmospheric (TOA) radiance and the predicted TOA radiance were less than 7%. The R2 of these two TOA radiances were all higher than 0.99. These results showed that the accuracy of calibration coefficients could meet the requirements of hyperspectral quantification applications. The uncertainty of GF5-02 AHSI radiometric calibration was 6.18%. This study also demonstrated that automated observation data of the Baotou site were reliable for high-frequency radiometric calibration and radiometric performance monitoring of GF5-02 AHSI.

7 March 2022 in Sensors
Verified
Journal Article
Open access
PDF file
HTHongzhao Tang
Hongzhao Tang
JXJunfeng Xie
Junfeng Xie
XTXinming Tang
Xinming Tang
Wei ChenWei Chen
Wei Chen
LQLi qi
Li qi
This study described the on-orbit vicarious radiometric calibration of Chinese civilian high-resolution stereo mapping satellite ZY3-02 multispectral imager (MUX). The calibration was based on gray-scale permanent artificial targets, and multiple radiometric calibration tarpaulins (tarps) using a reflectance-based approach between July and September 2016 at Baotou calibration site in China was described. The calibration results reveal a good linear relationship between DN and TOA radiances of ZY3-02 MUX. The uncertainty of this radiometric calibration was 4.33%, indicating that radiometric coefficients of ZY3-02 MUX are reliable. A detailed discussion on the validation analysis of the comparison results between the different radiometric calibration coefficients is presented in this paper. To further validate the reliability of the three coefficients, the calibrated ZY3-02 MUX was compared with Landsat-8 Operational Land Imager (OLI). The results also indicate that radiometric characteristics of ZY3-02 MUX imagery are reliable and highly accurate for quantitative applications.

12 February 2022 in Remote Sensing
Verified
Journal Article
Open access
PDF file
HTHongzhao Tang
Hongzhao Tang
JXJunfeng Xie
Junfeng Xie
XTXinming Tang
Xinming Tang
Wei ChenWei Chen
Wei Chen
LQLi qi
Li qi
China’s first civilian, sub-meter, high-resolution stereo mapping satellite, GF-7, launched on 3 November 2019. Radiometric characterization of GF-7 multispectral imagery has been performed in this study. A relative radiometric accuracy evaluation of the GF-7 multispectral imagery was performed using several large uniform scenes, and the results showed that the accuracy is better than 2%. The absolute radiometric evaluation of the GF-7 satellite sensor was conducted at the Baotou and Dunhuang calibration sites, using the reflectance-based vicarious approach. The synchronous measurements of surface reflectance and atmospheric parameters were collected as the input for the radiative transfer model. The official radiometrically calibrated coefficient of the GF-7 multispectral imagery was evaluated with the predicted top-of-atmosphere (TOA) radiance from the radiative transfer model. The results indicated that the absolute radiometric accuracy of GF-7 multispectral imagery is better than 5%. In order to monitor the radiometric stability of the GF-7 satellite multispectral sensor, a relative and absolute radiometric accuracy assessment campaign should be performed several times a year.