| A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction F Li, Z Gui, Z Zhang, D Peng, S Tian, K Yuan, Y Sun, H Wu, J Gong, Y Lei Neurocomputing 403, 153-166, 2020 | 62 | 2020 |
| A quad-tree-based fast and adaptive Kernel Density Estimation algorithm for heat-map generation K Yuan, X Cheng, Z Gui, F Li, H Wu International Journal of Geographical Information Science 33 (12), 2455-2476, 2019 | 28 | 2019 |
| LSI-LSTM: An attention-aware LSTM for real-time driving destination prediction by considering location semantics and location importance of trajectory points Z Gui, Y Sun, L Yang, D Peng, F Li, H Wu, C Guo, W Guo, J Gong Neurocomputing 440, 72-88, 2021 | 24 | 2021 |
| Big enterprise registration data imputation: Supporting spatiotemporal analysis of industries in China F Li, Z Gui, H Wu, J Gong, Y Wang, S Tian, J Zhang Computers, Environment and Urban Systems 70, 9-23, 2018 | 22 | 2018 |
| Deforestation reshapes land-surface energy-flux partitioning K Yuan, Q Zhu, S Zheng, L Zhao, M Chen, WJ Riley, X Cai, H Ma, F Li, ... Environmental Research Letters 16 (2), 024014, 2021 | 18 | 2021 |
| Understanding and reducing the uncertainties of land surface energy flux partitioning within CMIP6 land models K Yuan, Q Zhu, WJ Riley, F Li, H Wu Agricultural and Forest Meteorology 319, 108920, 2022 | 13 | 2022 |
| 夜间灯光数据和兴趣点数据结合的建成区提取方法 郑洪晗， 桂志鹏， 栗法， 吴华意， 武旭芳， 张济勇， 韩文军 地理与地理信息科学, 25-32, 2019 | 12 | 2019 |
| Evaluating three evapotranspiration estimates from model of different complexity over China using the ILAMB benchmarking system G Wu, X Cai, TF Keenan, S Li, X Luo, JB Fisher, R Cao, F Li, AJ Purdy, ... Journal of Hydrology 590, 125553, 2020 | 11 | 2020 |
| Causality guided machine learning model on wetland CH4 emissions across global wetlands K Yuan, Q Zhu, F Li, WJ Riley, M Torn, H Chu, G McNicol, M Chen, S Knox, ... Agricultural and Forest Meteorology 324, 109115, 2022 | 10 | 2022 |
| Building a machine learning surrogate model for wildfire activities within a global Earth system model Q Zhu, F Li, WJ Riley, L Xu, L Zhao, K Yuan, H Wu, J Gong, J Randerson Geoscientific Model Development 15 (5), 1899-1911, 2022 | 9 | 2022 |
| Analyzing campus mobility patterns of college students by using GPS trajectory data and graph-based approach F Li, X Long, S Du, J Zhang, Z Liu, M Li, F Li, Z Gui, H Yu 2015 23rd International Conference on Geoinformatics, 1-5, 2015 | 7 | 2015 |
| Wetter California projected by CMIP6 models with observational constraints under a high GHG emission scenario F Li, Q Zhu, WJ Riley, K Yuan, H Wu, Z Gui Earth's Future 10 (4), e2022EF002694, 2022 | 6 | 2022 |
| 基于轨迹数据的武汉大学学生行为规律分析 杜胜兰， 李枫， 黄长青， 刘子政， 李默颖， 栗法， 王英 测绘地理信息, 2017 | 6 | 2017 |
| Detection and attribution of long-term and fine-scale changes in spring phenology over urban areas: A case study in New York State L Li, X Li, G Asrar, Y Zhou, M Chen, Y Zeng, X Li, F Li, M Luo, A Sapkota, ... International Journal of Applied Earth Observation and Geoinformation 110 …, 2022 | 5 | 2022 |
| Predictability comparison of three kinds of robbery crime events using LSTM Y Mei, F Li Proceedings of the 2019 2nd international conference on data storage and …, 2019 | 5 | 2019 |
| Vegetation clumping modulates global photosynthesis through adjusting canopy light environment F Li, D Hao, Q Zhu, K Yuan, RK Braghiere, L He, X Luo, S Wei, WJ Riley, ... Global Change Biology 29 (3), 731-746, 2023 | 4 | 2023 |
| High performance spatiotemporal visual analytics technologies and its applications in big socioeconomic data analysis Z Gui, Y Wang, F Li, S Tian, D Peng, Z Cui Spatial Synthesis: Computational Social Science and Humanities, 221-255, 2020 | 4 | 2020 |
| KDSG-DBSCAN: A High Performance DBSCAN Algorithm Based on KD-Tree and Spark GraphX X Gao, Z Gui, X Long, F Li, H Wu, K Qin Geography and Geo-Information Science 33 (6), 1-7, 2017 | 4 | 2017 |
| AttentionFire_v1. 0: interpretable machine learning fire model for burned-area predictions over tropics F Li, Q Zhu, WJ Riley, L Zhao, L Xu, K Yuan, M Chen, H Wu, Z Gui, J Gong, ... Geoscientific Model Development 16 (3), 869-884, 2023 | 3 | 2023 |
| Building a machine learning surrogate model for wildfire activities within a global earth system model Q Zhu, F Li, WJ Riley, L Xu, L Zhao, K Yuan, H Wu, J Gong, JT Randerson Geoscientific Model Development Discussions 2021, 1-22, 2021 | 2 | 2021 |
Kunxiaojia YUANLawrence Berkeley National Laboratory在 lbl.gov 的电子邮件经过验证
