马廷，男，中国科学院地理科学与资源研究所，地理信息科学与技术全国重点实验室 研究员、博士生导师

研究领域与研究方向：

空间分析、环境遥感、地理信息建模

教育背景：（倒序排列）

2003-09 至 2006-07, 中国科学院地理科学与资源研究所, 地图学与地理信息系统, 博士

1999-09 至 2002-07, 北京大学, 地图学与地理信息系统, 硕士

1995-09 至 1999-07, 北京大学, 环境学, 学士

工作经历：（倒序排列）

2025.01~至今，中国科学院地理科学与资源研究所，地理信息科学与技术全国重点实验室，研究员

2013-12 至 2018-12, 中国科学院地理科学与资源研究所, 资源与环境信息系统国家重点实验室, 副研究员

2010-12 至 2013-12, 中国科学院地理科学与资源研究所, 资源与环境信息系统国家重点实验室, 助理研究员

科研业绩：

长期从事地理信息建模与空间分析领域的研究工作，主要研究方向包括环境遥感、空间分析与地理大数据挖掘等。发展了基于要素过程建模、要素演化特征、要素格局特征以及多要素作用等系列时空耦合分析和建模方法，将时空耦合分析由要素变量的联合趋势计算推广到面向过程、演化、格局和作用等多个维度，并从创新的时空耦合分析和建模角度揭示了中国城市化与城市空间演化的基本特征、多尺度人群动态和迁移的基本模式以及多因素驱动作用下环境要素的变化与响应规律。

科研项目:

[1] 国家重点研发计划子课题, 2023YFC3706400, 工业集聚区场地高风险污染区智能辅助识别技术, 2023-01至2025-12

[2] 国家自然科学基金面上项目，41771418，面向人群迁移的事件-地理过程模型研究，2018-01 至2021-12

[3] 国家重点研发计划课题，2016YFB0502301，全空间信息建模理论，2016-07至2021-06

[4] 中国科学院前沿学科重点研究课题，QYZDY-SSW-DQC007-2，全空间地理信息计算与分析方法研究，2016-09至2020-12

[5] 中国科学院特色所培育建设服务课题，TSYJS03，大数据时空挖掘关键技术，2015-10至2018-10

[6] 中国科学院地理科学与资源研究所可桢杰出青年学者计划项目，2014RC102，城市化的感知、计算和理解，2014-12至2017-12

[7] 国家自然科学基金委员会面上项目，41371379，净初级生产力人类占用定量估算的离散格网模型研究，2014-01至2017-12

[8] 国家科技支撑计划课题，2011BAH06B03，开放式地理信息处理工具集研发，2011-01至2013-12

[9] 国家科技支撑计划专题，2011BAH24B10，目视航图自动化制图系统，2011-01至2014-12

代表性论著：

[1] Lin Gao, Ze Yuan, Xiaoteng Mao, Ting Ma*. Salinity levels, trends and drivers of surface water salinization across China’s river basins. Water Research, 2025,281: 123556.

[2] Jiawei Yi#, Yuan Tian#, Nicholas P. Simpson, Yunyan Du*, Ting Ma*, Chengqun Yu*, Talbot M. Andrews, Tao Pei, Xinjie Zha, Chenghu Zhou, Wei Sun, Shaowei Li, Zhiming Zhong, Junxi Wu, Jialu An, Fusong Han, Cheng Duan, Huixia Zou, Mengmeng Zhang, Nan Wang, Jiale Qian, Wenna Tu, Sheng Huang, Peixian Luo, Xiaoyue Wang, Dingcheng Hu, Rui Xu. Low perception of climate change by farmers and herders on Tibetan Plateau. Global Environmental Change, 2025, 91: 102970.

[3] Yuxuan Xu, Ting Ma*, Ze Yuan, Jiaxin Tian, Na Zhao*. Spatial patterns in pollution discharges from livestock and poultry farm and the linkage between manure nutrients load and the carrying capacity of croplands in China. Science of the Total Environment, 2023, 166006.

[4] Siao Sun, Megan Konar, Qiuhong Tang, Guangtao Fu, Chuanglin Fang, Jing Wang, Yong Ni, Ting Ma*. Tracing surface water pollution in China's supply chain. Journal of Hydrology, 2023, 624: 129960.

[5] Jinling Quan, Yuxuan Xu, Ting Ma*, John P. Wilson, Na Zhao, Yong Ni. Improving surface water quality of the Yellow River Basin due to anthropogenic changes. Science of the Total Environment, 2022, 836: 155607.

[6] Yong Ge#*, Ting Ma#, Tao Pei, Huixian Weng, Xin Li, Xining Zhang. Progress of big geodata. Science Bulletin, 2022, 67(17): 1739-1742.

[7] Ting Ma#*, Siao Sun#, Guangtao Fu, Jim W. Hall, Yong Ni*, Lihuan He, Jiawei Yi, Na Zhao, Yunyan Du, Tao Pei, Weiming Cheng, Ci Song, Chuanglin Fang, Chenghu Zhou*. Pollution exacerbates China’s water scarcity and its regional inequality. Nature Communications, 2020, 11: 650.

[8] Ting Ma*, Na Zhao, Yong Ni, Jiawei Yi, John P. Wilson, Lihuan He, Yunyan Du, Tao Pei, Chenghu Zhou*, Ci Song, Weiming Cheng. China’s improving inland surface water quality since 2003. Science Advances, 2020, 6: eaau3798.

[9] Ting Ma, Tao Pei*, Ci Song, Yaxi Liu, Yunyan Du, Xiaohan Liao*. Understanding geographical patterns of a city’s diurnal rhythm from aggregate data of location-aware services. Transactions in GIS, 2019, 23(1): 104-117.

[10] Ting Ma#*, Rong Zhu#, Jianghao Wang, Na Zhao, Tao Pei, Yunyan Du, Chenghu Zhou, Jie Chen. A proportional odds model of human mobility and migration patterns. International Journal of Geographical Information Science, 2019, 33(1): 81-89.

[11] Ting Ma*. Quantitative responses of satellite-derived night-time light signals to urban depopulation during Chinese New Year. Remote Sensing Letters, 2019, 10(2): 139-148.

[12] Zhang Liu, Ting Ma*, Yunyan Du, Tao Pei, Jianwei Yi, Hui Peng. Mapping hourly dynamics of urban population using trajectories reconstructed from mobile phone records. 2018, Transactions in GIS, 22(2): 494-513.

[13] Ting Ma*. An estimate of the pixel-level connection between Visible Infrared Imaging Radiometer Suite Day/Night Band (VIIRS DNB) nighttime lights and land features across China. Remote Sensing, 2018, 10(5): 723.

[14] Ting Ma*. Multi-level relationships between satellite-derived nighttime lighting signals and social media–derived human population dynamics. Remote Sensing, 2018, 10(7): 1128.

[15] Ting Ma*, Rui Lu, Na Zhao, S-L Shaw*. An estimate of rural exodus in China using location-aware data. Plos ONE, 2018, 13(7): e0201458.

[16] Ting Ma*, Tao Xu, Lin Huang*, Alicia Zhou. A human settlement composite index (HSCI) derived from nighttime luminosity associated with imperviousness and vegetation indexes. Remote Sensing, 2018, 10(3): 455.

[17] Ting Ma*, Zhan Yin, Alicia Zhou. Delineating spatial patterns in human settlements using VIIRS nighttime light data: a watershed-based partition approach. Remote Sensing, 2018, 10(3): 465.

[18] Ting Ma*. Quantitative responses of satellite-derived nighttime lighting signals to anthropogenic land-use and land-cover changes across China. Remote Sensing, 2018, 10(9): 1447.

[19] Ting Ma*, Yin Zhan, Baolin Li, Chenghu Zhou, Susan Haynie. Quantitative estimation of the velocity urbanization in China using nighttime luminosity data. Remote Sensing, 2016, 8(2): 94.

[20] Ting Ma*, Yuke Zhou, Chenghu Zhou, Susan Haynie, Tao Pei, Tao Xu. 2015. Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data. Remote Sensing of Environment, 158: 453-464.

[21] Yuke Zhou, Ting Ma*, Chenghu Zhou, Tao Xu. 2015. Nighttime light derived assessment of regional inequality of socioeconomic development in China. Remote Sensing, 7(2): 1242-1262.

[22] Yichun Xie*, Ting Ma. A method for delineating a hierarchically networked structure of urban landscape. Urban Geography, 2016, 36(6): 947-963. Special Issue.

[23] Ting Ma*, Yuke Zhou, Yingjie Wang, Chenghu Zhou, Susan Haynie, Tao Xu. Diverse relationships between Suomi-NPP VIIRS night-time light and multi-scale socioeconomic activity. Remote Sensing Letters, 2014, 5(7): 652-661.

[24] Ting Ma*, Chenghu Zhou, Tao Pei, Susan Haynie, Junfu Fan. Responses of Suomi-NPP VIIRS-derived nighttime lights to socioeconomic activity in China's cities. Remote Sensing Letters, 2014, 5(2): 165-174.

[25] Junfu Fang, Ting Ma*, Chenghu Zhou, Yuke Zhou, Tao Xu. Comparative Estimation of urban development in China’s cities using socioeconomic and DMSP/OLS night light data. Remote Sensing, 2014, 6: 7840-7856.

[26] Tao Xu, Ting Ma*, Chenghu Zhou, Yuke Zhou. Characterizing spatio-temporal dynamics of urbanization in China using time series of DMSP/OLS night light data. Remote Sensing, 2014, 6: 7708-7731.

[27] Ting Ma*, Chenghu Zhou, Tao Pei, Yichun Xie. A comparative analysis of changes in the phasing of temperature and satellite-derived greenness at northern latitudes. Journal of Geographical Sciences, 2013, 23(1): 57-66.

[28] Ting Ma*, Chenghu Zhou, Tao Pei, Suan Haynie, Junfu Fan. Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities. Remote Sensing of Environment, 2012, 124: 99-107.

[29] Ting Ma*, Chenghu Zhou, Tao Pei. Simulating and estimating tempo-spatial patterns in global human appropriation of net primary production (HANPP): a consumption-based approach. Ecological Indicators, 2012, 23: 660-667.

[30] Ting Ma*, Chenghu Zhou. Climate-associated changes in spring plant phenology in China. International Journal of Biometeorology, 2012, 56: 269-275.

[31] Ting Ma, Chenghu Zhou, Yichun Xie*, Biao Qin, Yang Ou. A discrete square global grid system based on the parallels plan projection. International Journal of Geographical Information Science, 2009, 23(10): 1297-1313.

[32] Ting Ma*, Chenghu Zhou, Qiangguo Cai. Modeling of hillslope runoff and soil erosion at rainfall events using cellular automata approach. Pedosphere, 2009, 19(6): 711-718.

[33] Ting Ma, Chenghu Zhou*, Tongxin Zhu, Qiangguo Cai. Modelling raindrop impact and splash erosion processes within a spatial cell: a stochastic approach. Earth Surface Processes and Landforms, 2008, 33: 712-723.

研究生招生与培养:

招生专业：地图学与地理信息系统

招生方向：环境大数据分析与建模

联系方式：

通讯地址：北京市朝阳区大屯路甲11号 中国科学院地理科学与资源研究所

邮 编：100101

办公电话：010-64889832

传 真：010-64889630

E-mail地址: mting@lreis.ac.cn