YIN Gaofei
Associate Professor
Associate Editor of IEEE Geoscience and Remote Sensing Letters
Research Interests:
Biophysical parameter retrieval, Plant photosynthetic phenology, Plant physiology, Vegetation response to climate extreme.
Connect:
SWJTU XIPU Campus Building 4 Room 4141
email:yingf@swjtu.edu.com
Education:
2012 – 2015
Ph.D. in Photogrammetry and Remote Sensing
State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, China.
2008 – 2011
M.S. in Geographical Information System
International Institute for Earth System Science, Nanjing University, Nanjing, China.
2004 – 2008
B.S. in Geographical Information System
Southwest Jiaotong University, Chengdu, China
Experience
2019 – present: Marie Curie fellow in CREAF Research Institute, Barcelona, Spain
2018 – present: Associate professor in Southwest Jiaotong University, Chengdu, China
2015 – 2018: Post-doctoral fellowship at Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Beijing China
Selected Publications
2020
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 (accepted).
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).
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.
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.
2019
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.
2018
Gaofei Yin, Ainong Li, Shengbiao Wu, Weiliang Fan, Yelu Zeng, Kai Yan, Baodong Xu, Jing Li, Qinhuo Liu. PLC: A simple and semi-physical topographic correction method for vegetation canopies based on path length correction. Remote Sensing of Environment, 2018, 215, 184-198.
Gaofei Yin, Ainong Li, Huaan Jin, Jinhu Bian. Spatiotemporal fusion through the best linear unbiased estimator to generate fine spatial resolution NDVI time series. International Journal of Remote Sensing, 2018, 39(10): 3287-3305.
Gaofei Yin, Ainong Li, Chaoyang Wu, Jiyan Wang, Qiaoyun Xie, Zhengjian Zhang, Xi Nan, Huaan Jin, Jinhu Bian, Guangbin Lei. Seamless spatialization of the field measured grass aboveground biomass based on Gaussian Process Regression and Gap filled Landsat 8 OLI reflectance. ISPRS International Journal of Geo-information, 2018, 7(7), 242.
Baodong Xu, Jing Li, Taejin Park, Qinhuo Liu, Yelu Zeng, Gaofei Yin, Jing Zhao, Weiliang Fan, Le Yang, Yuri Knyazikhin, Ranga Myneni. An integrated method for validating long-term leaf area index products using global networks of site-based measurements. Remote Sensing of Environment, 2018, 209, 134–151.
Baodong Xu, Taejin Park, Kai Yan, Chi Chen, Yelu Zeng, Wanjuan Song, Gaofei Yin, Jing , Qinhuo Liu, Yuri Knyazikhin, Ranga Myneni. Analysis of global LAI/FPAR products from VIIRS and MODIS sensors for spatio-temporal consistency and uncertainty from 2012–2016. Forests, 2018, 9(2), 73.
Weiliang Fan, Jing Li, Qinhuo Liu, Qian Zhang, Gaofei Yin, Ainong Li, Yelu Zeng, Baodong Xu, Xiaojun Xu, Guomo Zhou, Huaqiang Du. Topographic Correction of Forest Image Data Based on the Canopy Reflectance Model for Sloping Terrains in Multiple Forward Mode. Remote Sensing, 2018, 10(5), 717.
Xingyao Xie, Ainong Li, Huaan Jin, Gaofei Yin, Xi Nan. Derivation of temporally continuous leaf maximum carboxylation rate (Vcmax) from the sunlit leaf gross photosynthesis productivity through combining BEPS model with light response curve at tower flux sites. Agricultural and Forest Meteorology, 2018, 259, 82-94.
Xinyao Xie, Ainong Li, Huaan Jin, Gaofei Yin, Jinhu Bian. Spatial downscaling of gross primary productivity using topographic and vegetation heterogeneity information: A case study in the Gongga mountain region of china. Remote Sensing, 2018, 10(4), 647.
Wentao Yu, Jing Li, Qinhuo Liu, Yelu Zeng, Jing Zhao, Baodong Xu, Gaofei Yin. Global land cover heterogeneity characteristics at moderate resolution for mixed pixel modeling and inversion. Remote Sensing, 2018, 10(6), 856.
2017
Gaofei Yin, Ainong Li, Wei Zhao, Huaan Jin, Jinhu Bian, Shengbiao Wu. Modeling canopy reflectance over sloping terrain based on path length correction. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55, 4597-4609.
Gaofei Yin, Ainong Li, Huaan Jin, Wei Zhao, Jinhu Bian, Yonghua Qu, Yelu Zeng, Baodong Xu. Derivation of temporally continuous LAI reference maps through combining the LAINet observation system with CACAO. Agricultural and Forest Meteorology, 2017, 233, 209-221.
Gaofei Yin, Ainong Li, Verger Aleixandre. Spatiotemporally representative and cost-efficient sampling design for validation activities in Wanglang experimental site. Remote Sensing, 2017, 9(12): 1217.
Jinhu Bian, Ainong Li, Zhengjian Zhang, Wei Zhao Guangbin Lei, Gaofei Yin, Huaan Jin, Jianbo Tan, Chengquan Huang. Monitoring fractional green vegetation cover dynamics over a seasonally inundated alpine wetland using dense time series HJ-1A/B constellation images and an adaptive endmember selection LSMM model. Remote Sensing of Environment, 2017, 197, 98-114.
Huaan Jin, Ainong Li, Jinhu Bian, Xi Nan, Wei Zhao, Zhengjian Zhang, Gaofei Yin. Intercomparison and validation of MODIS and GLASS leaf area index (LAI) products over mountain areas: A case study in southwestern China. International Journal of Applied Earth Observation and Geoinformation, 2017, 55, 52-67.
Wei Zhao, Ainong Li, Huaan Jin, Zhengjian, Zhang, Jinhu Bian, Gaofei Yin. Performance evaluation of the triangle-based empirical soil moisture relationship models based on landsat-5 TM data and in situ measurements. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(5), 2632-2645.
2016
Gaofei Yin, Ainong Li, Yelu Zeng, Baodong Xu, Wei Zhao, Xi Nan, Huaan Jin, Jinhu Bian. A cost-constrained sampling strategy in support of LAI product validation in mountainous areas. Remote Sensing, 2016, 8(9), 704.
Gaofei Yin, Jing Li, Qinhuo Liu, Bo Zhong, Ainong Li. Improving LAI spatio-temporal continuity using a combination of MODIS and MERSI data. Remote Sensing Letters, 2016, 7(8), 771-780.
Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo Huete, Gaofei Yin, Baodong Xu, Weiliang Fan, Jing Zhao, Kai Yan, Xihan Mu. A radiative transfer model for heterogeneous agro-forestry scenarios. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(8), 4613-4628.
Yelu Zeng, Jing Li, Qinhuo Liu, Alfredo Huete, Baodong Xu, Gaofei Yin, Jing Zhao, Le Yang, Weiliang Fan, Shengbiao Wu, Kai Yan. An iterative BRDF/NDVI inversion algorithm based on a posteriori variance estimation of observation errors. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(11), 6481-6496.
Baodong Xu, Jing Li, Qinhuo Liu, Alfredo Huete, Qiang Yu, Yelu Zeng, Gaofei Yin, Jing Zhao, Le Yang. Evaluating spatial representativeness of station observations for remotely sensed leaf area index products. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(7), 3267-3282.
2015
Gaofei Yin, Jing Li, Qinhuo Liu, Weiliang Fan, Baodong Xu, Yelu Zeng, Jing Zhao. Regional leaf area index retrieval based on remote sensing: The role of radiative transfer model selection. Remote Sensing, 2015, 7(4), 4604-4625.
Gaofei Yin, Jing Li, Qinhuo Liu, Longhui Li, Yelu Zeng, Baodong Xu, Le Yang, Jing Zhao. Improving leaf area index retrieval over heterogeneous surface by integrating textural and contextual information: A case study in the Heihe river basin. IEEE Geoscience and Remote Sensing Letters, 2015, 12(2), 359-363.
Yelu Zeng, Jing Li, Qinhuo Liu, Ronghai Hu, Xihan Mu, Weiliang Fan, Baodong Xu, Gaofei Yin, Shengbiao Wu. Extracting leaf area index by sunlit foliage component from downward-looking digital photography under clear-sky conditions. Remote Sensing, 2015, 7(10), 13410-13435.
Jing Zhao, Qinhuo Liu, Wei Liang, Yelu Zeng, Baodong Xu, Gaofei Yin. Leaf area index inversion combining with HJ-1/CCD and Landsat 8/OLI data in the middle reach of the Heihe River basin. Remote Sensing, 2015, 19(5), 733-749.
Yelu Zeng, Jing Li, Qinhuo Liu, Yonghua Qu, Alfredo Huete, Baodong Xu, Geofei Yin, Jing Zhao. An optimal sampling design for observing and validating long-term leaf area index with temporal variations in spatial heterogeneities. Remote Sensing, 2015, 7(2), 1300-1319.
2014
Yelu Zeng, Jing Li, Qinhuo Liu, Baodong Xu, Gaofei Yin, Jingjing Peng. A sampling strategy for remotely sensed LAI product validation over heterogeneous land surfaces. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(7), 3128-3142.
