个人简介
围绕高分遥感专项、定量遥感应用和新型荧光遥感探测方法等关键问题,解决三维离散植被冠层辐射传输精确建模、三维场景地-气辐射耦合建模、叶绿素荧光信号辐射传输建模、和叶绿素荧光信号提取等难题,取得了多项研究成果:
(1)建立了基于蒙特卡洛光线追踪模型WPS(Weighted Photon Spread),进行一系列功能扩展,首次实现三维场景叶绿素荧光辐射传输模拟(FluorWPS模型),并可用于三维地表-大气耦合系统高光谱辐射传输模拟;
(2)首次提出植被叶绿素荧光光谱重构方法FSR(Fluorescence Spectrum Reconstruction),发展了从近地面到卫星尺度的多种植被荧光光谱重构算法。
研究方向
(1)地-气辐射传输耦合遥感建模和参数反演
(2)定量遥感,高光谱遥感,荧光遥感
(3)计算机图形学方法在遥感信号模拟中的应用
教学工作
(1)教授研究生课程《定量遥感》
(2)教授本科生课程《大气辐射传输理论基础》、《定量遥感基础》
(3)教授留学研究生课程《Remote Sensing Pilot Project》
学术成果
(1) Zhao, F.*, Ma, W., Kohler, P., Ma, X., Sun, H., Verhoef, W., & Ratul, A. K. (2022). Retrieval of Red Solar-Induced Chlorophyll Fluorescence With TROPOMI on the Sentinel-5 Precursor Mission. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-14.
(2) Zhao, F.*, Li, Z., Verhoef, W., Fan, C., Luan, H., Yin, T., & Bao, Y. (2022). Simulation of solar-induced chlorophyll fluorescence by modeling radiative coupling between vegetation and atmosphere with WPS. Remote Sensing of Environment, 277, 113075.
(3) Liu, Z., Zhao, F., Liu, X.*, Yu, Q., Wang, Y., & Peng, X., et al., (2022). Direct estimation of photosynthetic CO2 assimilation from solar-induced chlorophyll fluorescence (SIF). Remote Sensing of Environment, 271, 112893.
(4) Ali, B., Zhao, F.*, Li, Z., Zhao, Q., Gong, J., Wang, L., Tong, P., Jiang, Y., Su, W., Bao, Y., Li, J., 2021, Sensitivity Analysis of Canopy Structural and Radiative Transfer Parameters to Reconstructed Maize Structures Based on Terrestrial LiDAR Data. Remote Sens., 13, 3751.
(5) Lu, X., Liu, Z., Zhao, F., & Tang, J.* (2020). Comparison of total emitted solar-induced chlorophyll fluorescence (SIF) and top-of-canopy (TOC) SIF in estimating photosynthesis. Remote Sensing of Environment, 251, 112083.
(6) Belabid, N., Zhao, F.*, Brocca, L., Huang, Y., & Tan, Y. (2019). Near-real-time flood forecasting based on satellite precipitation products. Remote Sensing, 11(3), 252.
(7) Zhao, F.*, Li, R., Verhoef, W., Cogliati, S., Liu, X., Huang, Y., Guo, Y., Huang, J. (2018), Reconstruction of the full spectrum of solar-induced chlorophyll fluorescence: Intercomparison study for a novel method, Remote Sensing of Environment, 219, 233-246.
(8) Zhao, F.*, Dai, X., Verhoef, W., Guo, Y., van der Tol, C., Li, Y., & Huang, Y. (2016). FluorWPS: A Monte Carlo ray-tracing model to compute sun-induced chlorophyll fluorescence of three-dimensional canopy. Remote Sensing of Environment, 187, 385-399.
(9) Zhao, F.*, Li, Y., Dai, X., Verhoef, W., Guo, Y., Shang, H., & Huang, J. (2015). Simulated impact of sensor field of view and distance on field measurements of bidirectional reflectance factors for row crops. Remote Sensing of Environment, 156, 129-142.
(10) Zhao, F.*, Guo, Y., Huang, Y., Reddy, K. N., Zhao, Y., & Molin, W. T. (2015). Detection of the onset of glyphosate-induced soybean plant injury through chlorophyll fluorescence signal extraction and measurement. Journal of Applied Remote Sensing, 9(1), 097098.
(11) Zhao, F.*, Guo, Y., Huang, Y., Verhoef, W., Van der Tol, C., Dai, B., ... & Liu, G. (2015). Quantitative estimation of fluorescence parameters for crop leaves with bayesian inversion. Remote sensing, 7(10), 14179-14199.
(12) Zhao, F.*, Guo, Y., Verhoef, W., Gu, X., Liu, L., & Yang, G. (2014). A method to reconstruct the solar-induced canopy fluorescence spectrum from hyperspectral measurements. Remote sensing, 6(10), 10171-10192.
(13) Zhao, F.*, Guo, Y., Huang, Y., Reddy, K. N., Lee, M. A., Fletcher, R. S., & Thomson, S. J. (2014). Early detection of crop injury from herbicide glyphosate by leaf biochemical parameter inversion. International Journal of Applied Earth Observation and Geoinformation, 31, 78-85.
(14) Zhao, F.*, Huang, Y., Guo, Y., Reddy, K. N., Lee, M. A., Fletcher, R. S., & Thomson, S. J. (2014). Early detection of crop injury from glyphosate on soybean and cotton using plant leaf hyperspectral data. Remote Sensing, 6(2), 1538-1563.
(15) Zhao, F., Gu, X.*, Verhoef, W., Wang, Q., Yu, T., Liu, Q., & Zhao, H. (2010). A spectral directional reflectance model of row crops. Remote Sensing of Environment, 114(2), 265-285.
荣誉获奖
(1) 本科教学成果奖,一等奖一次,排名第一;
(2) 本科教学成果奖,二等奖两次,分别排名第一、第二;
(3) 优秀硕士论文指导教师(三次),优秀本科毕业论文指导教师(两次)。
科研项目
(1) 澜湄流域大气产品高性能反演算法研发,中国科学院空天信息创新研究院,23万,2021.12-2023.12;
(2) 植被日光诱导叶绿素荧光辐射模拟研究,国家自然科学基金委,63万,2018.1-2021.12;
(3) 行播作物冠层主要生长期辐射模型构建和反演,75万,2014.1-2017.12;
(4) 行播作物辐射一体化模型的改进扩展和反演,国家自然科学基金委,18万,2010.1-2012.12;
(5) 红外遥感信息模型与组分温度反演, 民用航天, 30万,2011.1-2015.4;
(6) 环境星辐射归一化关键技术研究, 民用航天, 20万,2008.1-2011.7。
学术兼职
(1) Remote Sensing of Environment期刊荧光遥感专刊编辑,2021.9-至今;
(2) Remote Sensing of Environment期刊编委,2020.7-至今;
(3) Remote Sensing期刊荧光遥感专刊编辑,2020.1-2021.5。