尹高飞 - 西南交通大学 - 地球科学与环境工程学院

个人简介

尹高飞，教授、博导，主要从事植被遥感研究。入选欧盟玛丽居里学者、国家级青年人才、四川省杰出青年科技人才、西南交大雏鹰学者、IEEE高级会员，担任SCI期刊IEEE Geoscience and Remote Sensing Letters副主编。发表SCI论文50余篇；发布遥感数据产品3套；主持欧盟玛丽居里学者基金项目、国家自然科学基金项目、中国博士后科学基金特别资助等科研项目10余项。

研究领域

1. 植被冠层反射率建模光学遥感的地形效应作物全生长季结构特征参数化与反射率建模光谱不变理论 2. 植被参数遥感估算新型机器学习算法在反演中的应用高时-空分辨率植被参数反演辐射传输机理支持下的反演反演过程的不确定性及其传播 3. 遥感定量产品验证空间采样植被参数地面观测方法尺度转换 4. 光学遥感影像处理与应用时空融合气候变化/人类活动下的植被响应与恢复大型工程的环境效应智慧农业

近期论文

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Gaofei Yin, Aleixandre Verger, Iolanda Filella, Adrià Descals, Josep Peñuelas. Divergent estimates of forest photosynthetic phenology using structural and physiological vegetation indices. Geophysical Research Letters, 2020, 47, e2020GL089167. Gaofei Yin, Biao Cao, Jing Li, Weiliang Fan, Yelu Zeng, Baodong Xu, Wei Zhao. Path length correction for improving leaf area index measurements over sloping terrains: A deep analysis through computer simulation. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(7): 4573-4589. Gaofei Yin, Lei Ma, Wei Zhao, Yelu Zeng, Baodong Xu, Shengbiao Wu. Topographic Correction for Landsat 8 OLI Vegetation Reflectances Through Path Length Correction: A Comparison Between Explicit and Implicit Methods. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(12), 8477-8489. Gaofei Yin, Jing Li, Baodong Xu Yelu Zeng, Shengbiao Wu, Kai Yan, Aleixandre Verger, Guoxiang Liu. PLC-C: An integrated method for Sentinel-2 topographic and angular normalization. IEEE Geoscience and Remote Sensing Letters, (accepted). Gaofei Yin, Ainong Li, Zhengjian Zhang, Guangbin Lei, Temporal validation of four LAI products over grasslands in the northeastern Tibetan plateau. Photogrammetric Engineering & Remote Sensing, 2020, 86(4), 225-233. Wei Wang, Gaofei Yin, Wei Zhao, Fengping Wen, Daijun Yu. Spatial downscaling of MSG downward shortwave radiation product under clear-sky Condition. IEEE Transactions on Geoscience and Remote Sensing, (accepted). Rui Chen, Gaofei Yin*, Guoxiang Liu, Jing Li, Aleixandre, Verger. Evaluation and normalization of topographic effects on vegetation indices. Remote Sensing, 2020, 12(14), 2290. Baodong Xu, Jing Li, Taejin Park, Qinhuo Liu, Yelu Zeng, Gaofei Yin, Kai Yan, Chi Chen, Jing Zhao, Weiliang Fang, Yuri Knyazikhin, Ranga B. Myneni. Improving leaf area index retrieval over heterogeneous surface mixed with water. Remote Sensing of Environment, 2020, 240, 111700. Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo R. Huete, Baodong Xu, Gaofei Yin, Weiliang Fan, Yixuan Ouyang, Kai Yan, Dalei Hao, Min Chen. A radiative transfer model for patchy landscapes based on stochastic radiative transfer theory. IEEE Transactions on Geoscience and Remote Sensing, 2020, 58(4), 2571-2589. Wentao Yu, Jing Li, Qinhuo Liu, Gaofei Yin, Yelu Zeng, Shangrong Lin, Jing Zhao. A simulation-based analysis of topographic effects on LAI inversion over sloped terrain. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, 794-806. Adria Descals, Aleixandre Verger, Gaofei Yin, Josep Penuelas. A threshold method for robust and fast estimation of land-surface phenology using Google Earth Engine. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020. Adria Descals, Aleixandre Verger, Gaofei Yin, Josep Peñuelas. Improved Estimates of Arctic Land Surface Phenology Using Sentinel-2 Time Series. Remote Sensing, 2020, 12(22), 3738. Qiong Hu, Jiangyan Yang, Baodong Xu, Jianxi Huang, Muhammad S. Memon, Gaofei Yin, Yelu Zeng, Jing Zhao, Ke Liu. Evaluation of global decametric-resolution LAI, FAPAR and FVC estimates derived from Sentinel-2 imagery. Remote Sensing, 2020, 12(6), 912. Gaofei Yin, Aleixandre Verger, Yonghua Qu, Wei Zhao, Baodong Xu, Yelu Zeng, Ke Liu, Jing Li, Qinhuo Liu. Retrieval of High Spatiotemporal Resolution Leaf Area Index with Gaussian Processes, Wireless Sensor Network, and Satellite Data Fusion. Remote Sensing, 2019, 11(3). 244. Wei Zhao, Si-Bo Duan, Ainong Li, Gaofei Yin. A practical method for reducing terrain effect on land surface temperature using random forest regression. Remote Sensing of Environment, 2019, 221, 635-649. Wei Zhao, Hua Wu, Gaofei Yin, Si-Bo Duan. Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 152, 109-118. Wei Zhao, Juelin He, Gaofei Yin, Fengping Wen, Hua Wu. Spatiotemporal variability in land surface temperature over the mountainous region affected by the 2008 Wenchuan earthquake from 2000 to 2017. Journal of Geophysical Research: Atmospheres, 2019,124(4), 1975-1991. Lei Ma, Yu Liu, Xueliang Zhang, Yuanxin Ye, Gaofei Yin, Brian Johnson. Deep learning in remote sensing applications: A meta-analysis and review. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 152, 166-177. Huaan Jin, Ainong Li, Gaofei Yin, Zhiqiang Xiao, Jinhu Bian, Xi Nan, Jincheng Jing. A multiscale assimilation approach to improve fine-resolution leaf area index dynamics. IEEE Transactions on Geoscience and Remote Sensing, accepted. He Li, Ainong Li, Gaofei Yin, Xi Nan, Jinhu Bian. Retrieval of grassland aboveground biomass through inversion of the PROSAIL model with MODIS imagery. Remote Sensing, 11(13):1597. Qiaoyun Xie, Jadu Dash, Alfredo Huete, Aihui Jiang, Gaofei Yin, Yanling Ding, Dailiang Peng, Christopher Hall, Luke Brown, Yue Shi, Huichun Ye, Yingying Dong, Wenjiang Huang. Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery. International Journal of Applied Earth Observation and Geoinformation, 2019, 80, 187-195.