教育经历
  • 2011-09 — 2014-06
    中国科学院大学
    生态学
    理学博士学位
  • 2008-09 — 2011-06
    山东科技大学
    摄影测量与遥感
    工学硕士学位
  • 2004-09 — 2008-06
    山东科技大学
    测绘工程
    工学学士学位
工作经历
  • 2022-02 — 至今
     山东大学 环境研究院 副教授 
    副教授
  • 2020-11 — 2022-02
     中国科学院沈阳应用生态研究所 副研究员 
    副研究员
  • 2019-11 — 2020-11
     中国科学院沈阳应用生态研究所 项目副研究员 
    项目副研究员
  • 2017-09 — 2018-09
     University of Kentucky 访问学者 
  • 2014-07 — 2019-11
     中国科学院沈阳应用生态研究所 助理研究员 
    助理研究员
研究概况

主要从事环境扰动与生态系统响应、气候变化与森林健康等领域的研究

研究方向

1.森林结构与功能参数遥感反演

2.气候变化、火干扰与生态系统弹性关系

3.野-城交界域(WUI)火灾的风险、环境效应

论文成果

(1) Jianyu Yao, Xiaoyang Kong, Lei Fang* , Zhaohan Huo, Yanbo Peng, Zile Han, Shilong Ren,Jinyue Chen, Xinfeng Wang，Qiao Wang.Drivers of Structural and Functional Resilience Following Extreme Fires in Boreal Forests of Northeast China.FIRE-SWITZERLAND.2025,8 (3)

(2) Guangyu Lv, Xuan Li, Lei Fang*, Yanbo Peng, Chuanxing Zhang, Jianyu Yao, Shilong Ren, Jinyue Chen, Jilin Men, Qingzhu Zhang, Guoqiang Wang, Qiao Wang.Disentangling the Influential Factors Driving NPP Decrease in Shandong Province: An Analysis from Time Series Evaluation Using MODIS and CASA Model.Remote Sensing.2024,16 (1966):1:26

(3) Yang Lin, Lei Fang*, Wangming Zhou, Zeyu Qiao, Yu Chang, Xinran Yu, Yuanyuan Li, Ping Ren, Jiangtao Xiao*.Evaluating the long-term effects of near-natural restoration on post-fire forest dynamics in a wildland-urban interface landscape.Ecological Indicators.2024,160 (2024)

(4) Wanting Wang, Jinyue Chen, Lei Fang*, Yinglan A, Shilong Ren, Jilin Men, Guoqiang Wang.Remote sensing retrieval and driving analysis of phytoplankton density in the large storage freshwater lake: A study based on random forest and Landsat-8 OLI.Journal of Contaminant Hydrology.2024,261 (2024)

(5) Chen Z., Zhang C., Li W., Gao L., Liu L., Fang L.*, Zhang C.*.Fire danger forecasting using machine learning-based models and meteorological observation: a case study in Northeastern China.Multimedia Tools and Applications.2023

(6) Dong X., Zhang C.*, Fang L.*， Yan Y..A deep learning based framework for remote sensing image ground object segmentation.Applied Soft Computing.2022,130

(7) Zong X., Tian X.*, Fang L.*.Assessing wildfire risk and mitigation strategies in Qipanshan, China.International Journal of Disaster Risk Reduction.2022,80

(8) Fang，L.，Y. Yu，G. Fang，X. Zhang，Z. Yu，X. Zhang，E. V. Crocker，and J. Yang*.Effects of meteorological factors on the defoliation dynamics of larch caterpillar (Dendrolimus superans Butler) in the Great Xing’an boreal forests.Journal of Forestry Research.2021,32 (6):2683-2697

(9) Fang，L.，J. Yang*，W. Zhang，W.D. Zhang，Q. Yan.Estimating Tree Biomass Combining Allometry and Landsat-derived Disturbance History in Subtropical Planted Forests.Remote Sensing of Environment.2019,235 (111423):1-16

(10) Fang，L.，E. V. Crocker，J. Yang， Y. Yan，Y. Yang，and Z. Liu*.Competition and Burn Severity Determine Post-Fire Sapling Recovery in a Nationally Protected Boreal Forest of China: An Analysis from Very High-Resolution Satellite Imagery.Remote Sensing.2019,11 (603)

(11) Fang，L.，J. Yang*，M. White，and Z. Liu..Predicting potential fire severity using vegetation，topography and surface moisture availability in a Eurasian Boreal Forest Landscape.Forests.2018,9 (3)

(12) Fang，L.，J. Yang*，J. Zu，G. Li，and J. Zhang..Quantifying influences and relative importance of fire weather，topography，and vegetation on fire size and fire severity in a Chinese boreal forest landscape.Forest Ecology and Management.2015

(13) Fang，L.， J. Yang*.Atmospheric effects on the performance and threshold extrapolation of multi-temporal Landsat derived dNBR for burn severity assessment.International Journal of Applied Earth Observation and Geoinformation.2014,33 :10-20

(14) Shuping Ji，Shilong Ren，Yann Vitasse，Constantin M. Zohner，Yongshuo H. Fu，Xiaoqiu Chen，Xiaoyang Zhang。Charlotte Grossiord，Huiying Liu，Matthias Peichl，Dailiang Peng，Shuai An， Yating Li，Maihe Li，Lei Fang，Jinyue Chen，Xinfeng Wang，Qingzhu Zhang，Guoqiang Wang，Qiao Wang.Growth Onset Rather Than Photosynthesis Strongly Regulates Autumn Senescence Termination Besides Climate Change.GLOBAL ECOLOGY AND BIOGEOGRAPHY.2025,34 (5)

(15) Xiaohui Bai, Changzhi Yang, Lei Fang , Jinyue Chen, Xinfeng Wang, Ning Gao, Peiming Zheng, Guoqiang Wang, Qiao Wang，Shilong Ren.Identification of Salt Marsh Vegetation in the Yellow River Delta Using UAV Multispectral Imagery and Deep Learning.DRONES.2025,9 (4)

(16) 谢刚.Aquaculture Ponds Identification Based on Multi-Feature Combination Strategy and Machine Learning from Landsat-5/8 in a Typical Inland Lake of China.Remote Sensing.2024,16 (12)

(17) Shuping Ji, Shilong Ren, Lei Fang, Jinyue Chen, Guoqiang Wang， Qiao Wang.Improved CASA-Based Net Ecosystem Productivity Estimation in China by Incorporating Developmental Factors into Autumn Phenology Model.Remote Sensing.2025,17 (3)

(18) Haoji Li, Shilong Ren, Lei Fang, Jinyue Chen, Xinfeng Wang, Guoqiang Wang, Qingzhu Zhang，Qiao Wang.An Improved Method for Human Activity Detection with High-Resolution Images by Fusing Pooling Enhancement and Multi-Task Learning.Remote Sensing.2025,17 (1)

(19) Yuan, Z., A. Ali, A. Sanaei, P. Ruiz-Benito, T. Jucker, L. Fang, E. Bai, J. Ye, F. Lin, S. Fang, Z. Hao, X. Wang*.Few large trees, rather than plant diversity and a composition, drive the above-ground biomass stock and dynamics of temperate forests in northeast China.Forest Ecology and Management.2021,481 (118698)

(20) Liu，X.，Yu，L.*, Dong，Q., Peng，D.，Wu，W.，Yu，Q.，Cheng，Y.，Xu，Y.，Huang，X.，Zhou， Z.，Wang，D.，Fang，L., and Gong，P..Cropland heterogeneity changes on the Northeast China Plain in the last three decades (1980s–2010s).PeerJ.2020,8 (e9835)

(21) Gong，P.，Chen，B.，Li，X.，Liu，H.，Wang，J.， Bai，Y.， Chen，J.，Chen， X.，Fang，L.，& Feng，S. etc..Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018.Science Bulletin.2020,65 :182-187

(22) Zhao，Y.，D. Feng，L. Yu*，Y. Cheng，M. Zhang，X. Liu，Y. Xu，L. Fang，Z. Zhu，and P. Gong*.Long-Term Land Cover Dynamics (1986–2016) of Northeast China Derived from a Multi-Temporal Landsat Archive.Remote Sensing.2019,11 (599)

(23) Gurung，K.，J. Yang*， and L. Fang.Assessing Ecosystem Services from the Forestry-Based Reclamation of Surface Mined Areas in the North Fork of the Kentucky River Watershed.Forests.2018,9 (652)

(24) Wu，Z.*，H. S. He，L. Fang，Y. Liang，and R. A. Parsons.Wind speed and relative humidity influence spatial patterns of burn severity in boreal forests of northeastern China.Annals of Forest Science.2018,75 (3)

(25) Zhao，F.，L. Qi，L. Fang，and J. Yang*.Influencing factors of seed long distance dispersal on a fragmented forest landscape on Changbai Mountains, China.Chinese Geographical Science.2015,26

(26) 闫妍，覃金华，房磊*，胡宝清，伊坤朋，陈龙池.湖南省植被净初级生产力时空动态及其与气候因素的关系.生态学杂志.2022,41 (8):1535-1544

(27) 乔泽宇，房磊*，张悦楠，杨健，江涛，袁昊.2001--2017 年我国森林火灾时空分布特征.应用生态学报.2020,31 (1):55-64

(28) 张悦楠，房磊*，乔泽宇，陈龙池，张伟东，郑晓，江涛.亚热带常绿林型遥感识别及尺度效应.生态学杂志.2020,39 (5):1636-1650

(29) 张文秋，房磊*，杨健，张伟东，闫妍，闫巧玲.基于 Landsat 时间序列的湖南省会同县杉木人工林干扰历史重建与林龄估算.生态学杂志.2018,37 (11):3467-3479

(30) 苏佳佳，刘志华*，焦珂伟，于 跃，李凯莉，吕秋爽，房磊，王文娟.气候变化对中国林火干扰空间格局的影响.生态学杂志.2021,40 (12):3810-3821

(31) 张月，袁泉，房磊，韩艳刚，朱琪，齐麟，周旺明，周莉，于大炮*.长白山自然保护区高海拔云冷杉林NPP时空格局及驱动因子.生态学杂志.2021,40 (11):3483-3492

(32) 陈宝，刘志华*，房磊.基于多端元光谱混合分析方法研究大兴安岭火后植被盖度恢复.生态学报.2019,22 :1-9

(33) 袁昊，陈宏伟，齐麟，房磊，乔泽宇，赵福强*.基于 Landsat影像大兴安岭地区林火烈度时空格局分析.林业资源管理.2019 (6):91-96

(34) 邱嘉琦，房磊，杨健*.基于遥感的东北植被物候沿城乡梯度变化.生态学杂志.2017,36 (6):1699-1707

(35) 于跃，房磊，方国飞，王凤霞，杨健*.气象因子对落叶松毛虫种群数量的影响.应用生态学报.2016,27 (9):2839-2847

(36) 马望，房磊，方国飞，于跃，张旭，杨健*.基于最大熵模型的神农架林区华山松大小蠹灾害遥感监测.生态学杂志.2016,35 (8):2122-2131

(37) 于跃，房磊，王凤霞，马望，佟艳丰，杨健*.落叶松毛虫发生的空间分布及其影响因子.生态学杂志.2016,35 (5):1285-1293

专利

1. 一种用于野城交界域区划的自适应阈值优化方法及系统

2. 基于地空融合三维激光点云的树木识别方法及系统

3. 一种城市公园选址决策方法、系统、设备及介质

4. 一种基于深度学习的人类活动检测方法及系统

5. 基于多特征融合孪生网络的人类活动检测方法及系统

6. 基于耦合卡尔曼滤波数据同化的水质预测方法及系统

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