李飞
姓名:李飞
性别:男
职称: 研究员
研究方向:主要从事星-空-地草地遥感技术集成应用研究,研究兴趣涉及全球及区域尺度生态参量遥感多尺度反演、陆地生态系统碳水循环、无人机遥感植被表型监测、机器学习以及大数据应用开发等。
电子邮箱:lifei01@caas.cn
个人简介:
李飞,研究员/博士生导师,农业农村部草地与农业生态遥感重点实验室主任,中国农业大学杰出教授、中国农业科学院“领军人才”、海外A类“青年英才”、内蒙古自治区“草原英才”工程以及内蒙古自治区杰青入选者,主要从事卫星与无人机遥感技术、气候模式、生态模型、机器学习算法与生态学交叉研究。已发表学术研究论文50余篇,获批13项专利和软件著作权,代表性的成果发表在了Science、Nature Reviews Earth & Environment、Nature Communications、Trends in Plant Science和Remote Sensing of Environment等国际重要期刊上。先后在美国、新西兰(中-新科学家交流代表)、蒙古等国家开展相关研究与学术交流,在内蒙古草原不同水分梯度建设了3个长期涡度相关(EC)观测平台,是中美碳联盟USCCC、国际数字农业专委会、AGU的重要成员。主持和参与了30余项重要科研项目,包括中国农业科学院的农业科技创新工程、A类“青年英才”与创新型“领军人才”专项、多项国家自然科学基金及省部级科研项目,担任RSE等30余种期刊的评阅人,Frontiers in Forests and Global Change与中国草地学报编委。
学习工作经历:
2020/09 ‒ 至今|研究员/博士生导师|农业农村部草地与农业生态遥感重点实验室,中国农业科学院草原研究所
2025/03 ‒ 至今|教授/博士生导师|草业科学与技术学院,中国农业大学
2024/10 ‒ 2024/11|中新科学家交流学者| School of Forestry, University of Canterbury & School of Science, Auckland University of Technology
2019/08 ‒ 2020/09|博士后| Department of Plant Sciences, University of Tennessee
2017/02 ‒ 2019/08|博士后| Center for Global Change and Earth Observations | Department of Geography, Michigan State University
2014/07 ‒ 2017/02|助理研究员|中国科学院南京地理与湖泊研究所
2011/07 ‒ 2014/07|理学博士|中国科学院遥感与数字地球研究所
2006/07 ‒ 2009/07|理学硕士|西北师范大学地理与环境学院
2002/09 ‒ 2006/07|理学学士|西北师范大学地理与环境学院
社会兼职:
2020.09-至今|实验室主任|农业农村部草地与农业生态遥感重点实验室
2020.09-至今|研究生导师|青岛农业大学
2021.09-至今|委员会理事|中国草学会草原自然灾害和火风险分析与防控专业委员会
2024.03-至今|委员|国际数字地球学会中国国家委员会数字农业专委会
2024.04-至今|委员|中国自然资源学会草地资源与利用专委会
2023.03-至今|编委|Frontiers in Forests and Global Change
2021.09-至今|编委|中国草地学报
2023|编辑|A special issue of Sustainability (ISSN 2071-1050)
2024|编辑|A special issue of Remote Sensing (ISSN 2072-4292)
项目经历:
1. 内蒙古自治区科技计划,浑善达克沙地复合景观演变与生态系统健康多尺度维持机制(2025YFDZ0055),2025.06-2028.05,总经费100万,项目负责人(PI)
2. 内蒙古自治区科技“突围”工程“揭榜挂帅”,内蒙古生态安全智能监管关键技术研发与示范应用(2025KJTW0026),2025.06-2028.06,总经费140万,课题负责人(PI)
3. 国家自然科学面上基金项目“牧户单元水分利用效率遥感升尺度模拟及其响应机制”(42471426),总经费48万元,2025.01-2028.12, 项目负责人(PI).
4. 内蒙古自治区科技计划,草原生产力星-空-地遥感协同反演关键技术研发(2021GG0348),2021.01-2023.12,总经费99万,项目负责人(PI)
5. 内蒙古自治区自然科学基金,不同降水梯度下草地利用单元水分利用效率遥感升尺度优化模拟(2021JQ05),2021.01-2023.12,总经费30万,项目负责人(PI)
6. 内蒙古自治区林业和草原监测规划院,内蒙古草原草畜平衡监测预警模型构建,2022.01-2022.12, 总经费150万,项目负责人(PI)
7. 航天恒星科技有限公司,智慧放牧应用系统软件开发,2022.01-2022.12,总经费145万,项目负责人(PI)
8. 国家自然科学青年基金项目“草地地上生物量累积速率遥感定量化方法研究:以暖干化的呼伦湖流域为例”(41501393),总经费24万元,2016.01-2018.12, 项目负责人(PI).
9. 江苏省自然科学青年基金项目“基于国产高分辨率遥感的湿地植被固碳速率测算方法研究”(SBK2015060526),总经费20万元,2013.01-2016.12, 项目负责人(PI).
10. 中国科学院数字地球重点实验室开放基金“内蒙古草地地上生物量长时间序列遥感监测研究”(2015LDE007),经费5万元,2016.1-2017.12, 项目负责人(PI).
论文发表 :
1. Xie H, Tian S, Li F.*, et al. Contrasting diurnal impacts of vapor pressure deficit on water use efficiency in two semiarid steppe ecosystems. Ecological Processes, 2025, 14(1): 68.
2. Sun J, Tian S, Bai H, Li F.*. Drivers of soil carbon and nitrogen stock in topsoil and deep soil under grazing in two steppe ecosystems. Ecological Indicators, 2025, 177: 113766.
3. Yuan Z, Bao G, Li F.*, et al. Heat Deficit for Vegetation Leaf Senescence and Its Key Accumulation Process and Determinants at Northern Middle and High Latitudes During 2001–2022. Global Ecology and Biogeography, 2025, 34(5): e70051.
4. Zhou Z, Jin J, Li F.*, et al. Estimating the temperature sensitivity of rice (Oryza sativa L.) yield and its components in China using the CERES-Rice model. European Journal of Agronomy, 2025, 162: 127419.
5. 张喜旺,刘洋,胡金丽,李飞等.作物收获指数遥感估算研究进展[J].河南大学学报(自然科学版),2025,55(04):379-392.
6. Mei, L., Tong, S., Yin, S., Bao, Y., Wang, Y., Guo, E., Li, F., ... & Ren, J. (2024). Assessing water use efficiency reactivity to meteorological, hydrological, and agricultural droughts on the Mongolian Plateau. International Journal of Digital Earth, 17(1), 2398056.
7. Li, H., Li, F.*, Xiao, J., Chen, J., Lin, K., Bao, G., ... & Wei, G. (2024). A machine learning scheme for estimating fine-resolution grassland aboveground biomass over China with Sentinel-1/2 satellite images. Remote Sensing of Environment, 311, 114317.
8. Zhao, Y., Yi, J., Yao, R., Li, F., Hill, R. L., & Gerke, H. H. (2024). Dimensionality and scales of preferential flow in soils of Shale Hills hillslope simulated using HYDRUS. Vadose Zone Journal, e20367.
9. Song, Y., Penuelas, J., Ciais, P., Wang, S., Zhang, Y., Gentine, P., ... Li, F., ...& Jin, X. (2024). Recent water constraints mediate the dominance of climate and atmospheric CO2 on vegetation growth across China. Earth's Future, 12(6), e2023EF004395.
10. 吴文斌, 余强毅, 段四波, 查燕, 裴志远, 李飞... & 张胜茂. (2023). 农业遥感学科群发展及展望. 中国农业信息, 35(06),1-8.
11. Yuan, Z., Bao, G., Dorjsuren, A., Oyont, A., Chen, J., Li, F., ... & Du, L. (2024). Climatic constraints of spring phenology and its variability on the Mongolian Plateau from 1982 to 2021. Journal of Geophysical Research: Biogeosciences, 129(2), e2023JG007689.
12. Li, F.*, Xiao, J.*, Chen, J., Ballantyne, A., Jin, K., Li, B., ... & John, R. (2023). Global water use efficiency saturation due to increased vapor pressure deficit. Science, 381(6658), 672-677.
13. Rina, W., Bao, G., Hai, Q., Chen, J., Guo, E., Li, F., ... & Huang, X. (2023). Parallel acceleration of vegetation growth rate and senescence rate across the Northern Hemisphere from 1982 to 2015. Global Ecology and Conservation, e02622.
14. Yan, H., Li, F. *, & Liu, G. (2023). Diminishing influence of negative relationship between species richness and evenness on the modeling of grassland α-diversity metrics. Frontiers in Ecology and Evolution, 11, 154.
15. Yuan, Z., Tong, S., Bao, G., Chen, J., Yin, S., Li, F., ... & Bao, Y. (2023). Spatiotemporal variation of autumn phenology responses to preseason drought and temperature in alpine and temperate grasslands in China. Science of the Total Environment, 859, 160373.
16. Zhou, H., Bao, G., Li, F., Chen, J., Tong, S., Huang, X., ... & Rina, W. (2023). Integration and Comparison of Multiple Two-Leaf Light Use Efficiency Models Across Global Flux Sites. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16, 3116-3130.
17. 李飞, 李冰, 闫慧, 李华强, 吕鹏飞, 白海花. 草地遥感研究进展与展望.中国草地学报, 2022, 44(12): 87-99.
18. Ouyang, Z., Sciusco, P., Jiao, T., Feron, S., Lei, C., Li, F., ... & Chen, J. (2022). Albedo changes caused by future urbanization contribute to global warming. Nature Communications, 13(1), 3800.
19. Chen J., John R., Yuan J., Li F., et al. (2021), Sustainability challenges for the social-environmental systems across the Asian drylands belt. Environmental Research Letters, 111808.R2.
20. Ye, R., Liu, G., Chang, H., Shan, Y., Mu, L., Wen, C., ... & Li, F. * (2020). Response of plant traits of Stipa breviflora to grazing intensity and fluctuation in annual precipitation in a desert steppe, northern China. Global Ecology and Conservation, 24, e01237.
21. Zhao, Y., Li, F., Yao, R., Jiao, W., & Hill, R. L. (2020). An Empirical Orthogonal Function-Based Approach for Spatially-and Temporally-Extensive Soil Moisture Data Combination. Water, 12(10), 2919.
22. Brabazon, H., DeBruyn, J. M., Lenaghan, S. C., Li, F., Mundorff, A. Z., Steadman, D. W., & Stewart Jr, C. N. (2020). Plants to Remotely Detect Human Decomposition?. Trends in Plant Science, 25(10), 947-949.
23. Li, F., Piasecki, C., Millwood, R., Wolfe, B., Mazarei, M., & Stewart Jr, C. N. (2020). High-throughput switchgrass phenotyping and biomass modeling by UAV. Frontiers in Plant Science, 11, 1532.
24. Li, F.*, et al. (2019), Joint forcing of climate warming and ENSO on a dual-cropping system, Agricultural and Forest Meteorology, 269-270, 10-18.
25. Li, F., Zhang, X., Chen, J., & Feng, B. (2018). Increased growth rate (1982-2013) in global grasslands biomes. Remote Sensing Letters, 9, 550-558.
26. Li, F.*, J. Chen, Y. Zeng, B. F. Wu, X. Q. Zhang (2018). Renewed estimates of grassland aboveground biomass showing drought impacts. Journal of Geophysical Research – Biogeosceicnes, 123(1), 138-148.
27. Zhang, X., Yamaguchi, Y., Li, F.*, He, B., & Chen, Y. (2017). Assessing the Impacts of the 2009/2010 Drought on Vegetation Indices, Normalized Difference Water Index, and Land Surface Temperature in Southwestern China. Advances in Meteorology, 2017, 9.
28. Zheng, J., Li, F.*, & Du, X. (2017). Using Red Edge Position Shift to Monitor Grassland Grazing Intensity in Inner Mongolia. Journal of the Indian Society of Remote Sensing, 1-8.
29. Liu, P., Li, C., & Li, F. (2017). Texture-Cognition-Based 3D Building Model Generalization. ISPRS International Journal of Geo-Information, 6, 260.
30. Li, F.*, Y. Bai, H. Wan, J. Zheng, J. Luo, D. Zhao, and P. Liu (2016), Quantifying Grazing Intensity in China Using High Temporal Resolution MODIS Data, Ieee J-Stars, 10(2), 515-523.
31. Li, F.*, Y. Zhao, J. Zheng, J. Luo, and X. Zhang (2016), Monitoring grazing intensity: an experiment with canopy spectra applied to satellite remote sensing, Journal of Applied Remote Sensing, 10(2), 026032-026032.
32. Li, F.*, Y. Zeng, J. H. Luo, R. H. Ma, and B. F. Wu (2016), Modeling grassland aboveground biomass using a pure vegetation index, Ecological Indicators, 62, 279-288.
33. Li, F.*, J. Zheng, H. Wang, J. Luo, Y. Zhao, and R. Zhao (2016b), Mapping grazing intensity using remote sensing in the Xilingol steppe region, Inner Mongolia, China, Remote Sens Lett, 7(4), 328-337.
34. Zheng, J., C. Ke, Z. Shao, and F. Li (2016), Monitoring changes in the water volume of Hulun Lake by integrating satellite altimetry data and Landsat images between 1992 and 2010, Journal of Applied Remote Sensing, 10(1), 016029.
35. Luo, J., X. Li, R. Ma, F. Li, H. Duan, W. Hu, B. Qin, and W. Huang (2016), Applying remote sensing techniques to monitoring seasonal and interannual changes of aquatic vegetation in Taihu Lake, China, Ecological Indicators, 60, 503-513.
36. Jiang, L., J. Zhang, X. Liu, and F. Li (2016), Multi-fractal scaling comparison of the Air Temperature and the Surface Temperature over China, Physica A: Statistical Mechanics and its Applications, 462, 783-792.
37. Wu, X., A. Akujärvi, N. Lu, J. Liski, G. Liu, Y. Wang, M. Holmberg, F. Li, Y. Zeng, and B. Fu (2015), Dynamics of soil organic carbon stock in a typical catchment of the Loess Plateau: comparison of model simulations with measurements, Landscape Ecol, 1-17.
38. Yuan, H., R. Ma, C. Atzberger, Li F., S. A. Loiselle, and J. Luo (2015), Estimating Forest fAPAR from Multispectral Landsat-8 Data Using the Invertible Forest Reflectance Model INFORM, Remote Sensing, 7(6), 7425-7446.
39. Li, F., W. Chen, Y. Zeng, Q. Zhao, and B. Wu (2014), Improving Estimates of Grassland Fractional Vegetation Cover Based on a Pixel Dichotomy Model: A Case Study in Inner Mongolia, China, Remote Sensing, 6(6), 4705-4722.
40. Li, F., Y. Zeng, X. S. Li, Q. J. Zhao, and B. F. Wu (2014), Remote sensing based monitoring of interannual variations in vegetation activity in China from 1982 to 2009, Sci China Earth Sci, 57(8), 1800-1806.
41. Li, F.*, X. Wang, J. Zhao, X. Zhang, and Q. Zhao (2013a), A method for estimating the gross primary production of alpine meadows using MODIS and climate data in China, International Journal of Remote Sensing, 34(23), 8266-8286.
42. Li, F.*, L. Jiang, X. Wang, X. Zhang, J. Zheng, and Q. Zhao (2013b), Estimating grassland aboveground biomass using multitemporal MODIS data in the West Songnen Plain, China, Journal of Applied Remote Sensing, 7(1), 073546.
43. Jiang, L., X. Zhao, N. Li, F. Li, and Z. Guo (2013), Different Multifractal Scaling of the 0 cm Average Ground Surface Temperature of Four Representative Weather Stations over China, Advances in Meteorology, 2013.
发明/实用新型专利:
1. 李飞、李华强、白海花、郭晓萌,一种草地生物量的遥感监测方法及系统,专利号:ZL 202510063789.3,授权时间:2025年08月01日
2. 乔江、李飞、白海花、运向军、春亮、刘丹辉、石红霄、哈斯巴根、路艳峰、吕鹏飞,基于北斗导航的天然草地质量评价方法、系统及存储介质,专利号:ZL 202110588621.6,授权时间:2024年07月05日
3. 白海花、李飞、吕鹏飞、春亮、路艳峰,一种基于牧户实际灾损的雪灾灾情评估方法及系统,专利号:ZL 202110898754.3,授权时间:2024年07月09日
4. 乔江、李飞、白海花、运向军、春亮、刘丹辉、石红霄、哈斯巴根、路艳峰、吕鹏飞,一种基于北斗导航的天然草地草畜平衡评估方法、系统、设备及存储介质,专利号:202110588723.8,授权时间:2024年01月16日
5. 白海花、李飞、吕鹏飞、春亮、路艳峰,一种雪灾灾损评估系统,专利号:202121823640.4,授权时间:2021年11月24日
6. 吕鹏飞、李飞、运向军、宋洋、哈斯巴根、路艳峰,一种用于放牧强度监测的无人装置,专利号:20228852.1,授权时间:2022年9月2日
7. 吕鹏飞、李飞、运向军、宋洋、哈斯巴根、路艳峰,一种家畜监测行为系统, 专利号:202122334286.5,授权时间:2022年5月17日
软件著作权:
1. 李飞、白海花、春亮、李华强,草原大数据综合监测与管理平台 V1.0,2024SR2120021,授权日期:2024-12-18
2. 白海花、李飞、春亮、郭晓萌,草原牧区牧户生产与雪情智能监测预警管理系统[简称:智慧牧场] V1.0,2024SR2094370,授权日期:2024-12-16
3. 白红梅、李华强、李飞、白海花、呼伦贝尔学院,基于深度学习的牧场牲畜图像目标识别系统 V1.0,2023SR1310938,授权日期:2023-05-29
4. 白红梅、李华强、李飞、白海花、呼伦贝尔学院,智慧放牧路线规划系统V1.0,2023SR1315093,授权日期:2023-05-01
5. 白红梅、李华强、李飞、白海花、呼伦贝尔学院,智慧牧场数字化管理与优化决策系统 V1.0,2023SR1310952,授权日期:2023-04-25
6. 白海花、李飞、吕鹏飞、春亮、路艳峰,智慧牧场雪灾灾损评估系统,登记号:2021SR1918243,授权日期:2021-11-26
7. 吕鹏飞、李飞、运向军、乔江,智慧牧场家畜啃食轨迹定位监测预警系统,登记号:2022SR0057570,授权日期:2022-01-10
著作
1. 自然资源部自然资源调查监测司(参编),林草水湿海资源综合调查监测机制研究,ISBN号:9787510339035,字数:368千字,出版社:中国商务出版社,出版时间:2021年9月
2. 白海花、塔娜、李飞、春亮,蒙古国饲草与饲料,ISBN号:978-7-5116-5478-6,字数:410千字,出版社:中国农业科学技术出版社,出版时间:2021年11月