王龙浩博士研究生

研究兴趣

人工智能算法在水文中的应用

研究深度学习等人工智能算法在水文模拟与预测中的应用

碳水耦合PML_V2模型及日光诱导叶绿素荧光模型

基于碳水耦合模型研究生态水文过程

植被冠层导度及其对CO₂的响应

研究植被冠层导度对二氧化碳浓度变化的响应机制

全球极端干旱热浪及其生态水文影响

分析极端气候事件对生态系统和水文循环的影响

教育背景

理学博士自然地理学

指导教师：张永强研究员 | 2022年9月至今 | 中国科学院地理科学与资源研究所

理学学士地理信息科学

指导教师：金佳鑫教授 | 2018年9月毕业 | 河海大学

发表论文

（本人名称加粗，通讯作者加*号）

Filling GRACE Data Gap Using an Innovative Transformer-Based Deep Learning Approach

Wang, L.; Zhang, Y.

Remote Sensing of Environment 2024, 315 (中科院1区，IF=11.1)

DOI: https://doi.org/10.1016/j.rse.2024.114465

Diverse responses of canopy conductance to heatwaves

Wang, L.; Zhang, Y.; Ma, N.; Song, P.; Tian, J.; Zhang, X.; Xu, Z.

Agricultural and Forest Meteorology 2023, 335 (中科院1区，IF=6.4)

DOI: https://doi.org/10.1016/j.agrformet.2023.109453

CAS-Canglong: A skillful 3D Transformer model for sub-seasonal to seasonal global sea surface temperature prediction

Wang, L.; Zhang, X.; Leung, R., Chiew. F, AghaKouchak, A., Ying, K., Zhang, Y.

Preprint

DOI: https://doi.org/10.48550/arXiv.2409.05369

A novel fuzzy inference method for urban incomplete road weight assignment

Wang, L., & Rui, X.

Geo-spatial Information Science, 1-15, 2023 (中科院1区，IF=6.0)

DOI: https://doi.org/10.1080/10095020.2023.2261768

Non-Ignorable Differences in NIRv-Based Estimations of Gross Primary Productivity Considering Land Cover Change and Discrepancies in Multisource Products

Jin, J.; Hou, W.; Wang, L.; Wang, S.; Wang, Y.; Zhu, Q.; Fang, X.; Ren, L.

Remote Sensing. 2023, 15, 4693 (中科院2区，IF=5.0)

DOI: https://doi.org/10.3390/rs15194693

Satellite Reveals a Coupling between Forest Displacement and Landscape Fragmentation across the Economic Corridor of the Eurasia Continent

Wang, Y.; Dong, L.; Wang, L.; Jin, J.

Forests. 2024, 15, 1768 (中科院2区，IF=2.4)

DOI: https://doi.org/10.3390/f15101768

Uncertainty Analysis of Multisource Land Cover Products in China

Wang, L.; Jin, J.

Sustainability. 2021, 13, 8857 (中科院3区，IF=4.0)

DOI: https://doi.org/10.3390/su13168857

A Weight Assignment Algorithm for Incomplete Traffic Information Road Based on Fuzzy Random Forest Method

Wang, L.; Wu, J.; Li, R.; Song, Y.; Zhou, J.; Rui, X.; Xu, H.

Symmetry 2021, 13, 1588 (中科院3区，IF=2.7)

DOI: https://doi.org/10.3390/sym13091588

其他成果

专利与软件著作权

张永强；魏豪杉；王龙浩；苗平；达古拉. 气象干旱计算平台V1.0. 2023SR0498336

专著出版

王龙浩. 《科研论文配图从入门到发表》. 北京大学出版社，已立项，撰写中

学术会议

2024.4 Wien, Austria, EGU24. Skillful prediction of mid-term sea surface temperature using 3D self-attention-based neural network by Longhao Wang et al. Session: HS3.4 – Deep learning in hydrology. (2024EGU口头汇报)

2024.7 Hokkaido, Japan, GEWEX. A novel 3D Transformer model developed for predicting global sea surface temperature at subseasonal and seasonal scales by Longhao Wang et al. Topic: Modelling the Earth system. (2024 GEWEX)

期刊审稿

担任Journal of Hydrology、Water Resources Research、Scientific Reports、Environmental Science and Pollution Research、Journal of Open Source Software等期刊审稿人

获奖情况

江苏省优秀本科毕业论文二等奖，江苏省教育厅，2022