| 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 | 80 | 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 | 38 | 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 | 31 | 2021 |
| 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 | 23 | 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 |
| 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 | 21 | 2022 |
| Structural complexity biases vegetation greenness measures Y Zeng, D Hao, T Park, P Zhu, A Huete, R Myneni, Y Knyazikhin, J Qi, ... Nature Ecology & Evolution 7 (11), 1790-1798, 2023 | 18 | 2023 |
| 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 | 15 | 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 | 15 | 2022 |
| 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 | 13 | 2022 |
| 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 | 13 | 2020 |
| Combining nighttime light remote sensing and point of interest data for urban extent mapping WH Honghan Zheng, Zhipeng Gui, Fa Li, Huayi Wu, Xufang Wu, Jiyong Zhang Geography and Geographic Information Science, 25-32, 2019 | 12* | 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 | 10 | 2023 |
| 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 | 10 | 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 | 10 | 2019 |
| 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 |
| 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 | 6 | 2023 |
| Trajectory-based Activity Pattern Analysis of Wuhan University's Students YW Shenglan Du, Feng Li, Changqing Huang, Zizheng Liu, Moying Li, Fa Li Journal of Geomatics, 2017 | 6* | 2017 |
| 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 | 5 | 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 |
Kunxiaojia YUANLawrence Berkeley National LaboratoryVerified email at lbl.gov
