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FGS was among the top 3 ( Ranked No.1,2016 ) in China
and top 100 ( Ranked No.51-100,2019 ) in the world.
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中文

Brief Introduction

Name：Jinlong Fan

Title：Prof. & Dr.

E-mail：fanjl@bnu.edu.cn

Biography
  • Jinlong Fan received the B.Sc.degree in soil science and agricultural chemistry from Shanxi Agricultural University, China, in 1996, the M.Sc. degree in agricultural meteorology from China Agricultural University, China, in 2000, and the Ph.D. degree in agricultural remote sensing from the Institute of Remote Sensing Applications, Chinese Academy of Sciences, China, in 2003.
  • He is at present a professor in Beijing Normal University. He was a research Professor with National Satellite Meteorological Center from 2003-2024 and a senior scientific officer in GEO secretariat from 2008-2011.
Research Areas and Featured Projects

  • Real time remote sensing
  • Earth observation
  • Agricultural remote sensing technology development and applications
  • Hydro-meteorological disaster monitoring with remote sensing

Publications
  1. J. -H. Li, Z. -L. Li, J. Fanand N. Liu, "An Operational Split-Window Algorithm for Land SurfaceTemperature Estimation From Chinese FY-3C VIRR Data," in IEEETransactions on Geoscience and Remote Sensing, vol. 62, pp. 1-11, 2024, Artno. 5004711, doi: 10.1109/TGRS.2024.3419069
  2. T. Adugna, W. Xu, J. Fan, H.Jia and X. Luo, "Assessing CNN and Semantic Segmentation Models for CoarseResolution Satellite Image Classification in Subcontinental Scale Land CoverMapping," in IEEE Journal of Selected Topics in Applied EarthObservations and Remote Sensing, doi: 10.1109/JSTARS.2024.3469728
  3. W. Du, X. Liu, Z. -L. Li, Z.Qin and J. Fan, "An Improved Integrated Model for Temporal Normalizationof Satellite-Derived Land Surface Temperature," in IEEETransactions on Geoscience and Remote Sensing, vol. 62, pp. 1-9, 2024, Artno. 5003009, doi: 10.1109/TGRS.2024.3372071
  4. Huang, Q.; Feng, J.; Gao, M.; Lai, S.; Han, G.; Qin, Z.; Fan, J.; Huang, Y. Precise Estimation of Sugarcane Yield at Field Scale with Allometric Variables Retrieved from UAV Phantom 4 RTK Images. Agronomy 2024, 14, 476. https://doi.org/10.3390/agronomy14030476
  5. Fan, L.; Fang, S.; Fan, J.; Wang, Y.; Zhan, L.; He, Y. Rice Yield Estimation Using Machine Learning and Feature Selection in Hilly and Mountainous Chongqing, China. Agriculture 2024, 14, 1615. https://doi.org/10.3390/agriculture14091615

  7. Su, Q.; Lv, J.; Fan, J.; Zeng, W.; Pan, R.; Liao, Y.; Song, Y.; Zhao, C.; Qin, Z.; Defourny, P. Remote Sensing-Based Classification of Winter Irrigation Fields Using the Random Forest Algorithm and GF-1 Data: A Case Study of Jinzhong Basin, North China. Remote Sens. 2023, 15, 4599. https://doi.org/10.3390/rs15184599
  8. Fan, X.; Chen, L.; Xu, X.; Yan, C.; Fan, J.; Li, X. Land Cover Classification of Remote Sensing Images Based on Hierarchical Convolutional Recurrent Neural Network. Forests 2023, 14, 1881. https://doi.org/10.3390/f14091881
  9. W. Du, Z. Qin, J. Fan, P. Lengand Z. -L. Li, "Development of a Hybrid Algorithm for TemporalNormalization of Polar-Orbiting Satellite-Derived Land SurfaceTemperature," in IEEE Transactions on Geoscience and RemoteSensing, vol. 61, pp. 1-15, 2023, Art no. 5004915, doi:10.1109/TGRS.2023.3304470
  10. Fan X, Li X, Yan C, Fan J, Chen L, Wang N. Converging Channel Attention Mechanisms with Multilayer Perceptron Parallel Networks for Land Cover Classification. Remote Sensing. 2023; 15(16):3924. https://doi.org/10.3390/rs15163924
  11. Huang X, Feng S, Zhao S, Fan J, Qin Z, Zhao S. Assessment of Different Satellite Image-Derived Drought Indices over the Contiguous United States: A Comparison in Different Climates, Vegetation Cover Types, and Soil Layers. Water. 2023; 15(20):3634. https://doi.org/10.3390/w15203634
  12. Fan X, Li X, Yan C, Fan J, Yu L, Wang N, Chen L. MARC-Net: Terrain Classification in Parallel Network Architectures Containing Multiple Attention Mechanisms and Multi-Scale Residual Cascades. Forests. 2023; 14(5):1060. https://doi.org/10.3390/f14051060

  14. Fan, X.; Yan, C.; Fan, J.; Wang, N. Improved U-Net Remote Sensing Classification Algorithm Fusing Attention and Multiscale Features. Remote Sens. 2022, 14, 3591. https://doi.org/10.3390/rs14153591
  15. Wang, N.; Fan, X.; Fan, J.; Yan, C. Random Forest Winter Wheat Extraction Algorithm Based on Spatial Features of Neighborhood Samples. Mathematics 2022, 10, 2206. https://doi.org/10.3390/math10132206
  16. Yan C, Fan X, Fan J, Wang N. Improved U-Net Remote Sensing Classification Algorithm Based on Multi-Feature Fusion Perception. Remote Sensing. 2022; 14(5):1118. https://doi.org/10.3390/rs14051118
  17. Adugna T, Xu W, Fan J. Comparison of Random Forest and Support Vector Machine Classifiers for Regional Land Cover Mapping Using Coarse Resolution FY-3C Images. Remote Sensing. 2022; 14(3):574. https://doi.org/10.3390/rs14030574

  19. Du W, Qin Z, Fan J, Zhao C, Huang Q, Cao K, Abbasi B. Land Surface Temperature Retrieval from Fengyun-3D Medium Resolution Spectral Imager II (FY-3D MERSI-II) Data with the Improved Two-Factor Split-Window Algorithm. Remote Sensing. 2021; 13(24):5072. https://doi.org/10.3390/rs13245072
  20. Fan J, Defourny P, Zhang X, Dong Q, Wang L, Qin Z, De Vroey M, Zhao C. Crop Mapping with Combined Use of European and Chinese Satellite Data. Remote Sensing. 2021; 13(22):4641. https://doi.org/10.3390/rs13224641
  21. Adugna T, Xu W, Fan J. Effect of Using Different Amounts of Multi-Temporal Data on the Accuracy: A Case of Land Cover Mapping of Parts of Africa Using FengYun-3C Data. Remote Sensing. 2021; 13(21):4461. https://doi.org/10.3390/rs13214461
  22. Fan J, Zhang X, Zhao C, Qin Z, De Vroey M, Defourny P. Evaluation of Crop Type Classification with Different High Resolution Satellite Data Sources. Remote Sensing. 2021; 13(5):911. https://doi.org/10.3390/rs13050911

  24. Abbasi B, Qin Z, Du W, Fan J, Zhao C, Hang Q, Zhao S, Li S. An Algorithm to Retrieve Total Precipitable Water Vapor in the Atmosphere from FengYun 3D Medium Resolution Spectral Imager 2 (FY-3D MERSI-2) Data. Remote Sensing. 2020; 12(21):3469. https://doi.org/10.3390/rs12213469
  25. Fan, J.; Defourny, P.; Dong, Q.; Zhang, X.; De Vroey, M.; Belleman, N.; Xu, Q.; Li, Q.; Zhang, L.; Gao, H. Sent2Agri System Based Crop Type Mapping in Yellow River Irrigation Area. J. Geod. Geoinf. Sci.2020,3, 110–117.
  26. Du W, Qin Z, Fan J, Gao M, Wang F, Abbasi B. An Efficient Approach to Remove Thick Cloud in VNIR Bands of Multi-Temporal Remote Sensing Images. Remote Sensing. 2019; 11(11):1284. https://doi.org/10.3390/rs11111284