李志龙,男,博士,助理研究员,于2025年获得北京师范大学地图学与地理信息系统专业博士学位。专注于全球生态碳循环及其对气候变化的响应,特色为将植被多角度定量遥感分析、机器学习方法、涡度协方差技术等用于研究全球陆地生态系统碳循环、水文过程、植被生理特征及其与气候变化间的相互作用。评估了环北极多年冻土区目前碳源汇状况,构建了生态过程与人工智能算法相结合的混合陆表植被生产力估算框架,生产并发布了一套全球陆表植被生产力长时序数据产品集;正尝试结合实地观测、知识引导型机器学习算法以及多角度遥感技术,努力探索青藏高原等典型生态区域碳水交换作用机理、植被生产力及其对极端天气条件的响应。以第一作者在Science of The Total Environment、Advances in Climate Change Research、Remote Sensing等期刊发表了五篇文章,同时积极参与学术公益,是International Journal of Applied Earth Observation and Geoinformation以及Agricultural Water Management等知名期刊的审稿人。
1. Li Z L, Jiao Z T, Gao G, et al., 2024. Improving global gross primary productivity estimation using two-leaf light use efficiency model by considering various environmental factors via machine learning. Science of The Total Environment 954 176673 DOI: https://doi.org/10.1016/j.scitotenv.2024.176673. (SCI一区Top)
2. LI Z L, Mu C C, Chen X, et al., 2021. Changes in net ecosystem exchange of CO2 in Arctic and their relationships with climate change during 2002–2017. Advances in Climate Change Research, 12(4): 475- 481 DOI: https://doi.org/10.1016/j.accre.2021.06.004. (SCI一区Top)
3. Li Z L, Jiao Z T, Wang C X, et al., 2023. Seasonal Effect of the Vegetation Clumping Index on Gross Primary Productivity Estimated by a Two-Leaf Light Use Efficiency Model. Remote Sensing 15 (23) 5537 DOI: https://doi.org/10.3390/rs15235537. (SCI二区)
4. Li Z L, Jiao Z T, Tan Z Y, et al., 2024. A hybrid model for refining global gross primary productivity estimation by integrating multiple environmental factors. MethodsX 14 (6) 103091 DOI: https://doi.org/10.1016/j.mex.2024.103091. (SCI四区)
5. Li Z L, Jiao Z T, Gao G, et al., 2025. A global gross primary productivity of sunlit and shaded canopies dataset from 2002 to 2020 via embedding random forest into two-leaf light use efficiency model. Data in Brief 58 111298 DOI: https://doi.org/10.1016/j.dib.2025.111298. (SCI四区)
6. Zhang S M, Mu C C, Li Z L, et al., 2021. Export of nutrients and suspended solids from major Arctic rivers and their response to permafrost degradation. Advances in Climate Change Research, 12(4): 466- 474 DOI: https://doi.org/10.1016/j.accre.2021.06.002.(SCI一区Top)
7. Gao G, Jiao Z T, Li Z L, et al., 2025. A Phenologically Simplified Two-Stage Clumping Index Product Derived from the 8-Day Global MODIS-CI Product Suite. Remote Sensing 17 (02): 233 DOI: https://doi.org/10.3390/rs17020233. (SCI二区).
8. Mu, C.C., Zhang, F., Mu, M., Chen, X., Li, Z.L., et al., 2020. Organic carbon stabilized by iron during slump deformation on the Qinghai-Tibetan Plateau. Catena, 187, 104282 DOI: https://doi.org/10.1016/j.catena.2019.104282.(SCI一区Top)
9. Mu, C., Mo, X., Qiao, Y., Chen, Y., Wei, Y., Mu, M., Song, J., Li, Z.L., et al., 2023. Ecosystem CO2 exchange and its economic implications in northern permafrost regions in the 21st century. Global Biogeochemical Cycles, 37(11): e2023GB007750 DOI: https://doi.org/10.1029/2023GB007750.(SCI二区)
10. 谭哲友, 焦子锑, 李志龙, 等.全球长时序植被聚集指数的年际周期变化研究. 北京师范大学学报(自然科学版) 2025, 60(06): 861-869.
11. 高歌, 焦子锑, 王晨霞, 尹思阳, 郭静, 佟一冬, 李志龙, 等. 北半球中高纬植被聚集指数遥感产品长时间序列变化特征的案例研究. 北京师范大学学报(自然科学版) 2024, 60(03): 386-396.
12. 李志龙, 焦子锑, 董鑫, "基于修正余弦函数的地学因子空间插值系统V1.0", 2025, 北京师范大学, 登记号:2025SR1269323.