陸鋒，男，中國(guó)科學(xué)院地理科學(xué)與資源研究所，地理信息科學(xué)與技術(shù)全國(guó)重點(diǎn)實(shí)驗(yàn)室 研究員、博士生導(dǎo)師。兼任中國(guó)科學(xué)院地理科學(xué)與資源研究所學(xué)術(shù)委員會(huì)委員，期刊中心主任，中國(guó)科學(xué)院大學(xué)崗位教授。社會(huì)兼職包括國(guó)家重點(diǎn)研發(fā)計(jì)劃“地球觀測(cè)與導(dǎo)航”重點(diǎn)專(zhuān)項(xiàng)專(zhuān)家組成員、國(guó)家電子政務(wù)專(zhuān)家委員會(huì)委員、中國(guó)地理信息產(chǎn)業(yè)協(xié)會(huì)地理信息科學(xué)理論與方法工作委員會(huì)主任、中國(guó)衛(wèi)星導(dǎo)航定位協(xié)會(huì)室內(nèi)導(dǎo)航定位工作委員會(huì)副主任、中國(guó)測(cè)繪學(xué)會(huì)智慧城市工作委員會(huì)副主任、中國(guó)民航局低空地理信息與航路重點(diǎn)實(shí)驗(yàn)室常務(wù)副主任、海上交通運(yùn)行智能控制與仿真技術(shù)國(guó)家地方聯(lián)合工程研究中心技術(shù)委員會(huì)副主任、數(shù)字中國(guó)研究院（福建）專(zhuān)家委員會(huì)委員、福建省人民政府顧問(wèn)、《地球信息科學(xué)學(xué)報(bào)》執(zhí)行主編等。
研究領(lǐng)域與研究方向：
????地理空間智能、軌跡數(shù)據(jù)挖掘、文本挖掘與知識(shí)圖譜、復(fù)雜網(wǎng)絡(luò)分析、導(dǎo)航與位置服務(wù)技術(shù)、交通地理信息系統(tǒng)等。
教育背景：
1996.03~1999.08 中國(guó)科學(xué)院遙感應(yīng)用研究所，博士研究生
1993.09-1996.03 西南林學(xué)院林業(yè)系，碩士研究生
1987.09-1991.07 武漢測(cè)繪科技大學(xué)航測(cè)與遙感系，本科
工作經(jīng)歷：
2025.01~，中國(guó)科學(xué)院地理科學(xué)與資源研究所，地理信息科學(xué)與技術(shù)全國(guó)重點(diǎn)實(shí)驗(yàn)室 研究員
2004.06~2024.12，中國(guó)科學(xué)院地理科學(xué)與資源研究所，資源與環(huán)境信息系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室 研究員
2010.11~2015.05，中國(guó)科學(xué)院地理科學(xué)與資源研究所，資源與環(huán)境信息系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室 常務(wù)副主任
2001.05~2006.04，中國(guó)科學(xué)院地理科學(xué)與資源研究所，資源與環(huán)境信息系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室 副主任
2004.04~2004.12，香港大學(xué)地理系，高級(jí)訪問(wèn)學(xué)者
2001.04~2004.06，中國(guó)科學(xué)院地理科學(xué)與資源研究所，資源與環(huán)境信息系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室 副研究員
1999.08~2001.03，中國(guó)科學(xué)院地理科學(xué)與資源研究所，資源與環(huán)境信息系統(tǒng)國(guó)家重點(diǎn)實(shí)驗(yàn)室 博士后
1991.07~1993.07，武漢測(cè)繪科技大學(xué)航測(cè)與遙感系/測(cè)繪遙感信息工程國(guó)家重點(diǎn)實(shí)驗(yàn)室， 助教
科研業(yè)績(jī)：
????截至2025年，合著出版專(zhuān)著6部，正式發(fā)表學(xué)術(shù)論文320篇；獲得發(fā)明專(zhuān)利授權(quán)26項(xiàng)；獲得國(guó)家科技進(jìn)步二等獎(jiǎng)1項(xiàng)、省部級(jí)科技進(jìn)步一等獎(jiǎng)6項(xiàng)、二等獎(jiǎng)2項(xiàng)。2020年獲得中國(guó)智慧城市領(lǐng)軍人物獎(jiǎng)，2020年和2022年獲得中國(guó)科學(xué)院優(yōu)秀導(dǎo)師獎(jiǎng)，2021年和2023年獲得中國(guó)科學(xué)院大學(xué)領(lǐng)雁獎(jiǎng)?wù)隆?/span>
科研項(xiàng)目：
????近五年來(lái)，先后主持完成國(guó)家重點(diǎn)研發(fā)計(jì)劃、國(guó)家自然科學(xué)重點(diǎn)基金、中國(guó)科學(xué)院戰(zhàn)略性科技先導(dǎo)專(zhuān)項(xiàng)項(xiàng)目、中國(guó)科學(xué)院重點(diǎn)部署項(xiàng)目等。目前在研項(xiàng)目包括：城市生命體“城市病”主動(dòng)治理和多要素智能精準(zhǔn)配置技術(shù)（國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目課題）、空地協(xié)同測(cè)圖與自動(dòng)標(biāo)注技術(shù)研究（國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目子課題）、多智能設(shè)備下交通態(tài)勢(shì)協(xié)同探測(cè)系統(tǒng)與應(yīng)用示范（中科院性先導(dǎo)專(zhuān)項(xiàng)項(xiàng)目子課題）等。
代表性論著（近五年）：
- Shifen Cheng, Peng Peng, Feng Lu*, A lightweight ensemble spatiotemporal interpolation model for geospatial data. International Journal of Geographical Information Science, 2020, 34(9): 1849-1872.
- Yibo Zhao, Shifen Cheng*, Beibei Zhang, Feng Lu. Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement. International Journal of Geographical Information Science. 2024, 38(3):432-453.
- Chen Chu, Hengcai Zhang*, Feng Lu. Simulating human mobility with a trajectory generation framework based on diffusion model. International Journal of Geographical Information Science. 2024, 38(5):847-878.
- Shifen Cheng, Lizeng Wang, Peng Peng, Peixiao Wang, Feng Lu*. An ensemble spatial prediction method considering geospatial heterogeneity. International Journal of Geographical Information Science. 2024, 38(9):1856-1880.
- Shifen Cheng, Wenhui Zhang, Peng Luo, Lizeng Wang, Feng Lu*, An explainable spatial interpolation method considering spatial stratified heterogeneity. International Journal of Geographical Information Science. 2025, 39(3):600-626.
- Xiaoyue Luo, Shifen Cheng*, Peixiao Wang, Feng Lu, A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation. International Journal of Geographical Information Science. 2025, 39(4):788-816.
- Peixiao Wang, Hengcai Zhang*, Jie Liu, Feng Lu, Tong Zhang. Efficient inference of large-scale air quality using a lightweight ensemble predictor.International Journal of Geographical Information Science. 2025, 39(4):900-924.
- 程詩(shī)奮、彭澎、張恒才、陸鋒*，異質(zhì)稀疏分布時(shí)空數(shù)據(jù)重構(gòu)與預(yù)測(cè)方法探討，武漢大學(xué)學(xué)報(bào)（信息科學(xué)版），2020，45(12):1919-1929
- Jiaxin Wang, Feng Lu*, Modeling the electricity consumption by combining land use types and landscape patterns with nighttime light imagery, Energy, 2021, 234: 121305.
- Jiaxin Wang, Feng Lu*, Shuo Liu, A classification based multifractal analysis method for identifying urban multifractal structures considering geographic mapping. Computers, Environment and Urban Systems. 2023, 101:101952
- Peixiao Wang, Hengcai Zhang*, Feng Lu. Quickly forecasting the future state of urban sensors by the missing-data-tolerant deep learning approach. Sustainable Cities and Society. 2025, DOI: 10.1016/j.scs.2024.106044
- Lizeng Wang, Shifen Cheng*, Feng Lu. Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction. Knowledge-based Systems. 2025, 309: 112906.
- Shifen Cheng, Feng Lu*, Peng Peng, Short-term traffic forecasting by mining the non-stationarity of spatiotemporal pattern, IEEE Transactions on Intelligent Transportation Systems, 2021, 22(10):6365-6383.
- Beibei Zhang, Shifen Cheng*, Yibo Zhao, Feng Lu. Inferring intercity freeway traffic volume from the perspective of the potential destination city attractiveness. Sustainable Cities and Society. 2023, 98:104834.
- Beibei Zhang, Shifen Cheng*, Peixiao Wang; Feng Lu. Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality, International Journal of Applied Earth Observation and Geoinformation. 2024, 129:103818
- Yibo Zhao, Shifen Cheng*, Kang Liu, Beibei Zhang, Feng Lu. Intercity freight connections in China under the view of mass truck trajectories. Cities. 2024,150:105034
- Yibo Zhao, Shifen Cheng*, Song Gao, Feng Lu. A gravity-inspired model integrating geospatial and socioeconomic distances for truck origin-destination flows prediction. International Journal of Applied Earth Observation and Geoinformation. 2025, 136: 104328.
- Yibo Zhao, Shifen Cheng*, Song Gao, Peixiao Wang, Feng Lu. Predicting origin-destination flows by considering heterogeneous mobility patterns. Sustainable Cities and Society. 2025, 118:106015.
- Peixiao Wang, Hengcai Zhang*, Beibei Zhang, Shifen Cheng, Feng Lu, Tong Zhang. Spatiotemporal variations of private e-bike trips with explainable data-driven technologies. Cities, 2025, 158:105712.
- Jianing Yu, Hengcai Zhang*, Peixiao Wang, Jinzi Wang, Feng Lu.?Sequence analysis of local indicators of spatio-temporal association for evolutionary pattern discovery. GIScience & Remote Sensing. 2025, 10.1080/15481603.2025.2487292
- 陸鋒，諸云強(qiáng)，張雪英，時(shí)空知識(shí)圖譜研究進(jìn)展與展望，地球信息科學(xué)學(xué)報(bào), 2023, 25(6):1091-1105. DOI: 10.12082/dqxxkx.2023.230154
- Jialiang Gao, Peng Peng*, Feng Lu, Christophe Claramunt, A multi-scale comparison of tourism attraction networks across China, Tourism Management, 2022, 90:104489.
- Jialiang Gao, Peng Peng*, Feng Lu, Christophe Claramunt, Yang Xu. Towards travel recommendation interpretability: Disentangling tourist decision-making process via Knowledge graph. Information Processing and Management. 2023, 60:103369.
- Jialiang Gao, Peng Peng*, Feng Lu, Christophe Claramunt, Peiyang Qiu, Yang Xu. Mining tourist preferences and decision support via tourism-oriented knowledge graph. Information Processing and Management. 2024, 61:103523
- 高嘉良、陸鋒*、彭澎、徐陽(yáng)，基于網(wǎng)絡(luò)文本遷移學(xué)習(xí)的旅游知識(shí)圖譜構(gòu)建，武漢大學(xué)學(xué)報(bào)（信息科學(xué)版）, 2022, 47(8):1191-1200+1219
- 高嘉良、仇培元、余麗、黃宗財(cái)、陸鋒*，基于旅游知識(shí)圖譜的可解釋景點(diǎn)推薦，中國(guó)科學(xué): 信息科學(xué)版, 2020, 50(7):1055-1068
- Shifen Cheng, Yibo Zhao, Beibei Zhang, Peng Peng, Feng Lu*, Structural decomposition of heavy-duty diesel truck emission contribution based on trajectory mining, Journal of Cleaner Production, 2022, 380:135172,
- Shifen Cheng, Feng Lu*, Peng Peng, Ji Zheng, Emission characteristics and control policy scenario analysis of volatile organic compounds from heavy-duty diesel trucks, Journal of Environmental Management, 2021, 293:112915
- Shifen Cheng, Beibei Zhang, Peng Peng, Feng Lu*, Health and economic benefits of heavy-duty diesel truck emission control policies in Beijing, Environment International. 2023, 79:108152.
- Beibei Zhang, Shifen Cheng*, Yibo Zhao, Feng Lu. Health effects of spatiotemporal variation in PM2.5 concentrations from heavy-duty diesel trucks in Beijing. Journal of Cleaner Production. 2024, 434:140025.
- Peng Peng, Shifen Cheng, Feng Lu*,?Characterizing the global liquefied petroleum gas trading community using mass vessel trajectory data, Journal of Cleaner Production, 2020, 252: 119883.
- Peng Peng, Feng Lu*, Shifen Cheng, Yu Yang, Mapping the global liquefied natural gas trade network: A perspective of maritime transportation, Journal of Cleaner Production. 2021, 283:124640.
- Peng Peng, Christophe Claramunt, Shifen Cheng, Yu Yang, Feng Lu*, A multi-layer modelling approach for mining versatile ports of a global maritime transportation network, International Journal of Digital Earth, 2023, 16(1):2129-2151.
- Yang Xu, Peng Peng*, Christophe Claramunt, Feng Lu, Ran Yan. Cascading failure modelling in global container shipping network using mass vessel trajectory data, Reliability Engineering & System Safety. 2024, 249:110231
- Yang Xu; Peng Peng*, Feng Lu; Christophe Claramunt, Uncovering the multiplex network of global container shipping: Insights from shipping companies. Journal of Transport Geography, 2024, 120: 103991.
- Yang Xu, Peng Peng*, Xiaowei Xie, Feng Lu. Structural analysis and robustness assessment of global LNG transport network from 2013 to 2023. Ocean & Coastal Management. 2025, 263:107619.
研究生招生與培養(yǎng):
招生專(zhuān)業(yè)：地圖學(xué)與地理信息系統(tǒng)
招生方向：時(shí)空大數(shù)據(jù)分析、地理空間人工智能
聯(lián)系方式：
通訊地址：北京市朝陽(yáng)區(qū)大屯路甲11號(hào) 中國(guó)科學(xué)院地理科學(xué)與資源研究所
郵 ???編：100101
辦公電話：010-64888966
傳 ???真：010-64889630
E-mail地址: luf@lreis.ac.cn
微信公眾號(hào)：大數(shù)據(jù)與普適GIS
