数字中国研究院（福建）

李蒙蒙，副研究员，博士生导师，荷兰特文特大学（ITC学院）博士、博士后，美国俄克拉荷马大学访问学者，福建省高层次人才（境外C类），福州大学“旗山学者”（海外），空间数据挖掘与信息共享教育部重点实验室副主任，中国地理学会信息地理学专业委员会委员、中国测绘学会大数据与人工智能工委会委员，《Frontiers in Remote Sensing》期刊编委，《Remote Sensing》期刊Topical Advisory Panel Member，福建省智慧农业与大数据产业技术联盟副秘书长。博士论文获欧洲空间数据研究委员会（EuroSDR）颁发的地理信息科学《最佳博士论文奖》（2018年唯一）。主持国家自然科学基金项目1项、福建省自然科学基金1项，联合主持1项福建省引导性项目，重点参与“荷兰-印度尼西亚”国际合作项目1项、国家重点研发计划子课题2项。以第一作者/通讯作者发表中科院JCR二区及以上SCI论文15篇。RSE, ISPRS, IEEE TGRS, JAG等行业主流期刊审稿人。

研究方向：

遥感大数据智能处理与应用

研究兴趣：

高分辨率遥感图像分析

城市遥感（城市土地利用/功能区、土地覆盖）

统计机器学习、深度学习在遥感领域的应用

遥感数据不确定分析（Fuzzy sets & Bayesian Networks）

遥感观测数据和开放地理数据融合

课程讲授：

硕士研究生课程《遥感数字图像处理》

硕士研究生课程《专业英语》

英文期刊论文：

[22] Zhou, W., C. Persello, M. Li and A. Stein. 2023. Building use and mixed-use classification with a transformer-based network fusing satellite images and geospatial textual information, Remote Sensing of Environment, 297, 113767. (SCI 中科院一区 Top)

[21] Li, M.*, Liu, X., Wang, X., Xiao, P. 2023. Detecting building changes using multi-modal Siamese multi-task networks from very high resolution satellite images, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2023.3290817 (SCI 中科院一区 Top)

[20] Li, M.*, Long, J., Stein, A., Wang, X., 2023. Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images, ISPRS Journal of Photogrammetry and Remote Sensing, 200: 24-40 (SCI 中科院一区 Top)

[19] Long, J., Li, M.*, Wang, X., 2023. Integrating spatial details with long-range contexts for semantic segmentation of very high resolution remote sensing images, IEEE Geoscience and Remote Sensing Letters, 20, 2501605.  (SCI 中科院二区)

[18] Zhao, W., Ding, H., Na, J., Li, M., Tiede, D., 2023. Height estimation from single aerial imagery using contrastive learning based multi-scale refinement network, International Journal of Digital Earth, 16(1), 2346-2364. (SCI 中科院一区 Top)

[17] Yin, Y., Wu, Q., Li, M., 2023. Characterzing intercity mobility patterns for the greater bay area in China, ISPRS International Journal of Geo-Information, 12(1), 5. (SCI 中科院三区)

[16] Long, J., Li, M.*, Wang, X., Stein, A., 2022. Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images, International Journal of Applied Earth Observations and Geoinformation, 102871.  (SCI 中科院一区 Top)

[15] Zhao, W., Na, J., Li, M.*, Ding, H., 2022. Rotation-aware Building Instance Segmentation from High-Resolution Remote Sensing Images, IEEE GeoScience and Remote Sensing Letters, 19, 6514705.  (SCI 中科院二区)

[14] Zhao, W., Li, M.*, Wu, C., Zhou, W., Chu, G., 2022. Identifying Urban Functional Regions from High-Resolution Satellite Images Using a Context-aware Segmentation Network, Remote Sensing, 14, 3996. (SCI 中科院二区 Top)

[13] Dong, S., Pan, Y., Guo, H., Gao, B., Li, M.*, 2021. Identifying Influencing Factors of Agricultural Soil Heavy Metals Using a Geographical Detector: A Case Study in Shunyi District, China, Land, 10,1010 (SSCI 中科院二区)

[12] Moola, W., Bijker, W., Belgiu, M., Li, M., 2021. Vegetable mapping using fuzzy classification of Dynamic Time Warping distances from time series of Sentinel-1A images, International Journal of Applied Earth Observations and Geoinformation, 102, 102405. (SCI 中科院一区 Top)

[11] Li, M.*, Stein, A., 2020. Mapping Land Use from High Resolution Satellite Images by Exploiting the Spatial Arrangement of Land Cover Objects, Remote Sensing, 2020, 12, 4158. (SCI 中科院二区 Top)

[10] Tang, Z., Li, M.*, Wang, X., 2020. Mapping Tea Plantations from VHR Images Using OBIA and Convolutional Neural Networks. Remote Sensing, 12, 2935. (SCI 中科院二区 Top)

[09] Cha, M., Li, M.*, Wang, X., 2020. Estimation of Seasonal Evapotranspiration for Crops in Arid Regions Using Multisource Remote Sensing Images. Remote Sensing, 12, 2398. (SCI 中科院二区 Top)

[08] Li, M.*, Stein, A., de Beurs, K. M., 2020 A Bayesian characterization of urban land use configurations from VHR remote sensing images. International Journal of Applied Earth Observations and Geoinformation, 92, 102175. (SCI 中科院一区 Top)

[07] Thidede, R., Fabris-Rotelli, I., Stein, A., Li, M., 2020. Uncertainty quantification for the extraction of informal roads from remote sensing images of South Africa. South African Geographical Journal, 102(2), 249-272. 

[06] Li, M.*, Bijker, W., 2019. Vegetable classification in Indonesia using dynamic time warping of Sentinel-1A dual polarization SAR time series. International Journal of Applied Earth Observations and Geoinformation, 78, 268-280. (SCI 中科院一区 Top)

[05] Liu, M., Wang, T., Skidmore, A., Liu, X., Li, M., 2019. Identifying rice stress on a regional scale from multi-temporal satellite images using a Bayesian method. Environmental Pollution, 247, 488-498. (SCI 中科院二区 Top)

[04] Li, M.*, de Beurs, K., Stein, A., Bijker, W., 2017. Incorporating open source data for Bayesian classification of urban land use from VHR stereo images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(11), 4930 - 4943. (SCI 中科院三区)

[03] Li, M.*, Stein, A., Bijker, W., Zhan, Q., 2016. Urban land use extraction from Very High Resolution remote sensing imagery using a Bayesian network. ISPRS Journal of Photogrammetry and Remote Sensing, 122, 192-205. (SCI 中科院一区 Top)

[02] Li, M.*, Stein, A., Bijker, W., Zhan, Q., 2016. Region-based Urban Road Extraction from VHR Satellite Images Using Binary Partition Tree. International Journal of Applied Earth Observation and Geoinformation, 44, 217-225. (SCI 中科院一区 Top)

[01] Li, M.*, Bijker, W., Stein, A., 2015. Use of Binary Partition Tree and energy minimization for object-based classification of urban land cover. ISPRS Journal of Photogrammetry and Remote Sensing 102 (0), 48-61. (SCI 中科院一区 Top)

中文期刊论文：

[05] 刘宣广，李蒙蒙*，汪小钦，张振超，基于面向对象孪生神经网络的高分辨率遥感影像建筑物变化检测，遥感学报，2022，1-18 DOI: 10.11834/jrs.20221627 (EI)

[04] 丁书培，李蒙蒙*，汪小钦，李琳，基于GEE平台福州市耕地变化特征及驱动因子分析，遥感技术与应用，2022，37（3）：550-563.

[03] 周   珏，李蒙蒙*，汪小钦，吴思颖，金时来，基于高分辨率遥感影像的耕作梯田提取，遥感信息，2022

[02] 储国中，李蒙蒙*，汪小钦，融合高度特征的高分遥感影像多尺度城市建筑类型分类，地球信息科学学报，2021,11（23）：2073-2085. (EI)

[01] 汤紫霞，李蒙蒙*，汪小钦，邱鹏勋，基于GF-2 遥感影像的葡萄大棚信息提取，中国农业科技导报，2020,22（11）：95-105.

课题组剪影：

邀请荷兰特文特大学ITC学院Alfred Stein教授来课题组讲学（福建福州，2023.10）

获2023年“MAP”杯数智农业大赛地块识别赛道一等奖（第一名）（江苏昆山，2023.10）

参加第十八届中国地理信息科学理论与方法学术年会（广西桂林，2023.05）

野外调研（新疆巴音郭楞蒙古自治州，2021.05）

野外调研（福建南平，2020.11）

联系方式：

Email：[email protected]

（欢迎对遥感大数据智能分析与应用感兴趣的同学报考，对有意向继续深造的优秀学生，可推荐出国继续深造。）