郑子豪
PI
广州大学地理学与遥感学院
郑子豪,博士,副教授。2022年毕业于意大利帕多瓦大学(University of Padova),获“LERH”专业哲学博士学位。主要从事夜间灯光遥感、区域生境遥感评估和GEE大尺度制图研究。目前,已在Glob. Environ. Change、IJGIS、RSE、遥感学报、生态学报、中国环境科学等期刊发表学术论文四十余篇,第一作者(通讯作者)发表SCI论文十余篇(Google Scholar被引1500余次,h-index=21;ESI高被引论文1篇,F5000领跑者论文1篇,CNKI高被引学者TOP5%),获得1项省部级科技奖励, 获得国家留学基金委优秀自费留学生奖学金、广东省优秀毕业生、国家奖学金等荣誉称号。担任多个SCI期刊编辑顾问委员客座编辑等,主持国家自然科学基金1项,广州市基础应用研究项目1项,自然资源部重点实验室开放基金2项,并作为核心成员参与多项自然科学基金、地区联合基金、重大专项等。
联系信息
办公室
理学实验楼703室
研究兴趣
教育背景
博士,Università degli Studi di Padova,LERH
硕士,广州大学地理学与遥感学院,地图学与地理信息系统
学士,广州大学地理科学学院,地理信息系统
代表性论文
Jiang, B., Xu, K., Zheng, Z.*, Li, J., Wang, H., & Mei, L. (2026). Dark sky protection in high-density urban fringe areas: Site suitability assessment for dark sky parks and light environment optimization strategies—a case study of Guangzhou. Journal of Environmental Management, 405, 129710.
Tan, M., Chen, Y., Wu, Z., & Zheng, Z.* (2025). Uncertainty and short- long-term dynamics of ecosystem services under future urbanization in Shenzhen. Environment Development and Sustainability,1-25.
Meng, X., Ling, Z., Chen, Y., Kuang, J., Zhang, L., Wu, Z., Zheng, Z., & Wang, J. (2025). From Coast to Inland: Nonlinear and Temperature-Mediated Urbanization Effects on Vegetation Phenology in Shandong Province, China. Remote Sensing, 17(23), 3833.
Ling, Z., Meng, X., Zheng, Z.*, Cao, Z.*, Hu, Z., Jiang, B., ... & Wu, Z. (2025). A dual-perspective evaluation framework for urban light exposure: integrating top-down visibility and bottom-up occlusion. Information Geography, 100031.
Guo, G., Chen, L., Cao, Z., Zheng, Z., Wu, Z., & Chen, Y. (2025). Investigating the vertical thermal of urban building facades using one-year IoT sensor data. Energy and Buildings, 116503.
Ling, Z., Meng, X., Chen, Y., Qian, Q., Kuang, J., Shi, X., Yang, Y., Chen, W., ... & Zheng, Z. (2025). Unveiling the hidden vitality of block-structured neighborhoods through a multimodal urban perception and ensemble learning framework. International Journal of Digital Earth, 18(1), 2545581.
Guo, Y., Wu, Z.*, Zheng, Z.*, Huang, X., & Hu, Z. (2025). Summer Thermal Comfort Zoning Studies of Mainland China Based on the Comprehensive Heat Index. International Journal of Climatology, e70035.
Meng, X., Ling, Z., Chen, Y., Zheng, X., Shi, X., Kuang, J., Chen, W., Yang, Y., Wu, Z., ... & Zheng, Z. (2025). Exploring the differential responses of ecosystem services to urbanization: A perspective from the metropolitan area as a whole and internal service bundles. Ecological Indicators, 176, 113685.
吴志峰*, 曹峥, 郑子豪, 张棋斐, 黄晓峻, 刘广源, ... & 李加悦. (2025). 中国城市遥感研究综述. 遥感学报, 29(6).
Jiang, H., Sun, H., Cao, Z., Wu, Z., Zhang, Q., & Zheng, Z. (2025). Quantifying virtual urban commercial linkages using spatial phone call data—A comparative study between Guangzhou and Shenzhen. Urban Science, 9(5), 176.
Chen, J., Chen, Y., Zheng, Z., Ling, Z., Meng, X., Kuang, J., Shi, X., Yang, Y., ... & Wu, Z. (2025). Urban functional zone classification based on high-resolution remote sensing imagery and nighttime light imagery. Remote Sensing, 17(9), 1588.
谭秀娟, 吴志峰, & 郑子豪. (2025). 中国主要光学天文台址观测环境质量综合评估. 地理与地理信息科学, 41(2).
Zheng, Z., Zheng, Q., Wu, Z.*, Cao, Z.*, Zhu, H., Chen, Y., ... & Marinello, F. (2025). Logic combination and diagnostic rule-based method for consistency assessment and its application to cross-sensor calibrated nighttime light image products. Remote Sensing of Environment, 318, 114598.
Kuang, J., Chen, Y., Ling, Z., Meng, X., Chen, W., & Zheng, Z. (2025). Assessing lightweight folding UAV reliability through a photogrammetric case study: extracting urban village's buildings using object-based image analysis (OBIA) method. Drones, 9(2).
Qiu, J., Yang, X., Zheng, Z., & Tarolli, P. (2025). High-resolution mapping of China’s flooded croplands. Science Bulletin, 70(7), 1165-1173.
Cao, Z., Gao, F., Wu, Z., Zhang, Q.*, Zheng, Z.*, Li, Z., & Hai, X. (2025). Quantifying the spatiotemporal mismatches between energy consumption and population: A comparative study in Guangzhou and Shenzhen, China. Cities, 156, 105522.
Guo, Y., Wu, Z.*, Zheng, Z.*, & Li, X. (2024). An optimal multivariate-stratification geographical detector model for revealing the impact of multi-factor combinations on the dependent variable. GIScience & Remote Sensing, 61(1), 2422941.
郑子豪*,邝俊毓,陈颖彪,陈俊宇,孟现昕& 凌振翔.(2024).植被净初级生产力模型研究综述.广州大学学报(自然科学版), (05),13-24.
Ling, Z., Zheng, X., Chen, Y., Qian, Q., Zheng, Z., Meng, X., Kuang, J., Chen, J., ... & Wu, Z. (2024). The nonlinear relationship and synergistic effects between built environment and urban vitality at the neighborhood scale: A case study of Guangzhou’s central urban area. Remote Sensing, 16(15), 2826.
刘广源,吴志峰*,吴波,郑子豪 & 曹峥.(2024).2020年全球鱿钓捕捞的时空特征分析.地球信息科学学报,(04),1110-1122.
Zhou, Y., Zheng, Z., Wu, Z., Guo, C., & Chen, Y. (2023). Construction and evaluation of ecological networks in highly urbanised regions: A case study of the Guangdong-Hong Kong-Macao greater Bay Area, China. Ecological Indicators, 152, 110336.
Bai, T., Cheng, J., Zheng, Z., Zhang, Q., Li, Z., & Xu, D. (2023). Drivers of eco-environmental quality in China from 2000 to 2017. Journal of Cleaner Production, 396, 136408.
Huang, Z., Chen, Y., Zheng, Z., & Wu, Z. (2023). Spatiotemporal coupling analysis between human footprint and ecosystem service value in the highly urbanized Pearl River Delta urban Agglomeration, China. Ecological Indicators, 148, 110033.
江本砚, 张玉莉, 李珊, 李建军, 郑子豪, & 王洪光. (2023). 珠三角自然保护地夜间光环境的时空动态及敏感距离. 应用生态学报, 34(06), 1601-1609.
郑晓豪, 陈颖彪, 郑子豪, 郭城, 黄卓男, & 周泳诗. (2023). 湖北省生态系统服务价值动态变化及其影响因素演变. 生态环境学报, 32(01), 195-206.
王海云, 匡耀求, 郑少兰, 丘宇洲, & 郑子豪. (2023). 粤港澳大湾区湿地时空变化及驱动因素分析. 水资源保护, 39(04), 126.
Zheng, Z., Wu, Z., & Marinello, F. (2023). Response to the letter to the editor “is the z-score standardized RSEI suitable for time-series ecological change detection? Comment on Zheng et al. (2022)”. Science of the Total Environment, 855, 1-4.
Jiang, B., Li, S., Li, J., Zhang, Y., & Zheng, Z. (2022). Spatio-temporal dynamics and sensitive distance identification of light pollution in protected areas based on muti-source data: A case study of Guangdong province, China. International Journal of Environmental Research and Public Health, 19(19), 12662.
Zheng, Z., Wu, Z., Cao, Z., Zhang, Q., Chen, Y., Guo, G., ... & Marinello, F. (2022). Estimates of Power Shortages and Affected Populations during the Initial Period of the Ukrainian-Russian Conflict. Remote Sensing, 14(19), 4793.
黄晓峻, 吴志峰, 张棋斐, 曹峥, 郑子豪, & 何江润. (2022). 基于人类压力指数的粤港澳大湾区湿地资源分布与重要湿地识别. 自然资源学报, 37(8), 1961-1974.
Zhang, Q., Zheng, Z., Wu, Z., Cao, Z., & Luo, R. (2022). Using Multi-Source Geospatial Information to Reduce the Saturation Problem of DMSP/OLS Nighttime Light Data. Remote Sensing, 14(14), 3264.
Yang, Z., Chen, Y., Zheng, Z., & Wu, Z. (2022). Identifying China’s polycentric cities and evaluating the urban center development level using Luojia-1A night-time light data. Annals of GIS, 1-11.
Zheng, Z., Wu, Z., Chen, Y., Guo, C., & Marinello, F. (2022). Instability of remote sensing based ecological index (RSEI) and its improvement for time series analysis. Science of The Total Environment, 152595. (ESI高被引)
Yang, Z., Chen, Y., Guo, G., Zheng, Z., & Wu, Z. (2021). Characteristics of land surface temperature clusters: Case study of the central urban area of Guangzhou. Sustainable Cities and Society, 73, 103140.
Zheng, Z., Wu, Z., Chen, Y., Guo, G., Cao, Z., Yang, Z., & Marinello, F. (2021). Africa’s protected areas are brightening at night: A long-term light pollution monitor based on nighttime light imagery. Global Environmental Change, 69, 102318.
Guo, G., Wu, Z., Cao, Z., Chen, Y., & Zheng, Z. (2021). Location of greenspace matters: A new approach to investigating the effect of the greenspace spatial pattern on urban heat environment. Landscape Ecology, 36(5), 1533-1548.
Zheng, Z., Wu, Z., Chen, Y., Guo, G., Yang, Z., & Marinello, F. (2021). A simple method for near-real-time monthly nighttime light image production. IEEE Geoscience and Remote Sensing Letters, 19, 1-5.
郑子豪, 吴志峰, 陈颖彪, 杨智威, & Francesco Marinello. (2021). 基于 Sentinel-5P的粤港澳大湾区NO2污染物时空变化分析.中国环境科学, 41(01):63-72.
郭城,陈颖彪,郑子豪,林妙萍,阮杰儿. (2021). 顾及时空背景的遥感生态指数适用性分析——以粤港澳大湾区为例.地理与地理信息科学,37(05):23-30.
Yang, Z., Chen, Y., Guo, G., Zheng, Z., & Wu, Z. (2021). Using nighttime light data to identify the structure of polycentric cities and evaluate urban centers. Science of The Total Environment, 780, 146586.
郑子豪,吴志峰,陈颖彪,杨智威,& Francesco Marinello. (2020). 基于Google Earth Engine的长三角城市群生态环境变化与城市化特征分析.生态学报, 41(02):717-729.
Zheng, Z., Wu, Z., Chen, Y., Yang, Z., & Marinello, F. (2020). Exploration of eco-environment and urbanization changes in coastal zones: A case study in China over the past 20 years. Ecological Indicators, 119, 106847.
Zheng, Z., Wu, Z., Chen, Y., Yang, Z., & Marinello, F. (2020). Detection of city integration processes in rapidly urbanizing areas based on remote sensing imagery. Land, 9(10), 378.
Yang, Z., Chen, Y., Zheng, Z., Huang, Q., & Wu, Z. (2020). Application of building geometry indexes to assess the correlation between buildings and air temperature. Building and Environment, 167, 106477.
杨智威, 陈颖彪, 吴志峰, 郑子豪, & 李娟娟. (2019). 粤港澳大湾区城市热岛空间格局及影响因子多元建模. 资源科学, 41(6), 1154-1166.
杨智威, 陈颖彪, 郑子豪, 李娟娟, & 辛咏诗. (2019). 广东省A级旅游点空间分布特征与可达性测度. 地理空间信息.
Yang, Z., Chen, Y., Wu, Z., Qian, Q., Zheng, Z., & Huang, Q. (2019). Spatial heterogeneity of the thermal environment based on the urban expansion of natural cities using open data in Guangzhou, China. Ecological Indicators, 104, 524-534.
Yang, Z., Chen, Y., Qian, Q., Wu, Z., Zheng, Z., & Huang, Q. (2019). The coupling relationship between construction land expansion and high-temperature area expansion in China’s three major urban agglomerations. International Journal of Remote Sensing, 40(17), 6680-6699.
Zheng, Z., Chen, Y., Wu, Z., Ye, X., Guo, G., & Qian, Q. (2019). The desaturation method of DMSP/OLS nighttime light data based on vector data: Taking the rapidly urbanized China as an example. International Journal of Geographical Information Science, 33(3), 431-453.
Zheng, Z., Yang, Z., Chen, Y., Wu, Z., & Marinello, F. (2019). The Interannual Calibration and Global Nighttime Light Fluctuation Assessment Based on Pixel-Level Linear Regression Analysis. Remote Sensing, 11(18), 2185.
Zheng, Z., Yang, Z., Wu, Z., & Marinello, F. (2019). Spatial variation of NO2 and its impact factors in China: An application of sentinel-5P products. Remote Sensing, 11(16), 1939.
陈颖彪, 郑子豪*, 吴志峰, & 千庆兰. (2019). 夜间灯光遥感数据应用综述和展望.地理科学进展, 38(2),205-223.
Xie, Z., Ye, X., Zheng, Z., Li, D., Sun, L., Li, R., & Benya, S. (2019). Modeling polycentric urbanization using multisource big geospatial data. Remote Sensing, 11(3), 310.
胡应龙, 陈颖彪, 郑子豪, 吴志峰, 李安敬, & 杨德校. (2019). 空地多视角影像的古村落三维重建应用. 测绘科学, 44(04), 139-145.
郑子豪, 陈颖彪, 吴志峰,& 张棋斐. (2018). 单元路网长度的DMSP/OLS夜间灯光数据去饱和方法. 遥感学报, 22(01):161-173.
杨智威, 陈颖彪, 吴志峰, &郑子豪. (2018). 粤港澳大湾区建设用地扩张与城市热岛扩张耦合态势研究. 地球信息科学学报, 20(11), 1592-1603.
甘琳, 陈颖彪, 吴志峰, 千庆兰, &郑子豪. (2018). 近20年粤港澳大湾区生态敏感性变化. 生态学杂志,37(8), 2453.
胡应龙, 陈颖彪, 郑子豪, 吴志峰, 李娟娟, & 杨智威. (2018). 广州市生态系统服务价值空间异质性变化. 热带地理, 38(4), 475-486.
郑子豪, 陈颖彪, 千庆兰, 李勇, & 谢锦鹏. (2016). 基于三维模型的城市局地微气候模拟.地球信息科学学报, 18(9), 1199-1208.
郑子豪, 陈颖彪, 吴志峰, & 胡应龙. (2017). 基于多源遥感的城市生态用地识别及生态风险评价. 城市观察,(03):19-30.
研究项目
多源彩色夜光影像支持下的广州市室外照明辐射特征与人群暴露风险研究(国家自然科学基金青年项目,主持,30万, 2025-2027)
粤港澳大湾区夜间光环境的光谱特征识别及其分析(广州市基础与应用基础研究, 主持,5万, 2024-2025)
基中国南海灯光捕捞的时空特征及海洋环境影响机制研究 (自然资源部南海遥感测绘协同应用技术创新中心开放基金, 主持,2万, 2025-2026)
粤港澳大湾区夏季热环境的指数构建、分区及影响因素研究 (自然资源部大湾区地理环境监测重点实验室开放基金, 主持,3万, 2025-2026)
华南人地互动关键带的形成过程、机制及效应研究 (国家自然科学基金重点项目, 参与,224万, 2025-2029)
粤港澳大湾区湿地资源遥感监测及其生态功能评估研究 (国家自然科学基金-广东联合基金重点项目, 255万, 参与, 2020-2023)
基于高分遥感的粤港澳大湾区自然资源与生态环境监测评估 (高分辨率对地观测系统国家科技重大专项, 382万, 参与, 2022-2025)
社会服务
国际数字地球·热带与亚热带专业委员会 2025- 委员
中国青年科技工作者协会 2025 会员
《Ecological Indicators》 (Elsevier) 2022- Editorial Advisory Board
《Remote Sensing》 (MDPI) 2024- Guest Editor
《Land》 (MDPI) 2024-2025 Guest Editor
《International Journal of Environmental Research and Public Health》 (MDPI) 2023-2024 Guest Editor
《Human Settlements and Sustainability》 (Elsevier) 2025- 青年编委
《广州大学学报(自然科学版)》 2025- 青年编委
《地质灾害与环境保护》 2025- 青年编委
40余种SCI/SSCI期刊审稿人
获奖情况
2025年 指导团队获2025地理信息技能大赛空间可视化与创意地图组一等奖
2025年 2025一带一路暨金砖国家技能发展与技术创新大赛时空智能应用创新赛项(教师组)二等奖
2018年 广东省优秀学生(研究生阶段)
2020年 第8届高校GIS论坛优秀论文奖
2021年 国家优秀自费留学生奖学金(B类) 1/50
2022年 第22届中国遥感大会青年优秀论文奖
2023年 中国遥感优秀成果一等奖
2024年 广州大学课程思政优秀教学案例
2024年 中国知网高被引学者Top5%