张潇元，女，北京工商大学国际经管学院师资博士后。主要研究方向为文旅大数据、环境遥感、资源生态学等。重点参与国家自然科学基金面上项目2项、省部级课题5项以及中国科学院战略性先导科技专项等项目。先后在《Science of the Total Environment》、《Remote Sensing》、《Ecological Indicators》等国外学术期刊公开发表同行评议论文10余篇，其中1篇论文(第一作者)为高被引论文，并归入其学术领域中最优秀的1%之列；参与撰写发明专利2项。

北京工商大学国际经管学院国际旅游管理系师资博士后

科研成果

学术论文：

[1] Zhang, X., Liu, K., Wang, S., et al., 2022. Spatiotemporal evolution of ecological vulnerability in the Yellow River Basin under ecological restoration initiatives. Ecological Indicators, 135, 108586. https://doi.org/10.1016/j.ecolind.2022.108586. (SCI, IF=6.64)

[2] Zhang, X., Liu, K., Li, X., et al., 2022. Vulnerability Assessment and its Driving Forces in terms of NDVI and GPP over the Loess Plateau, China. Physics and Chemistry of the Earth, 125, 103106. https://doi.org/10.1016/j.pce.2022.103106. (SCI, IF=3.42)

[3] Zhang X., Liu K., Wang S., et al., 2021. A Rapid Model (COV_PSDI) for Winter Wheat Mapping in Fallow Rotation Area Using MODIS NDVI Time-Series Satellite Observations: The Case of the Heilonggang Region. Remote Sensing, 13(23), 4870. https://doi.org/10.3390/rs13234870. (SCI, IF=5.79)

[4] Wang, S., Zhang, X., Wu, T., et al., 2019. The evolution of landscape ecological security in Beijing under the influence of different policies in recent decades. Science of the Total Environment, 646, 49-57. https://doi.org/10.1016/j.scitotenv.2018.07.146. (SCI, IF=10.24)

[5] Liu, K., Li, X., Wang, S., Zhang, X., 2023. Unrevealing past and future vegetation restoration on the Loess Plateau and its impact on terrestrial water storage. Journal of Hydrology, 617, 129021. https://doi.org/10.1016/j.jhydrol.2022.129021. (SCI, IF=6.73)

[6] Zhang, H., Wang, S., Liu, K., Li, X., Li, Z., Zhang, X., Liu, B, 2022. Downscaling of AMSR-E Soil Moisture over North China Using Random Forest Regression. ISPRS International Journal of Geo-Information, 11, 101. https://doi.org/10.3390/ijgi11020101. (SCI, IF=3.16)

会议报告：

[1] Zhang, X., Song, Y., Wang, S., Zhang, L., Zhang, X., 2017. A method for extracting vegetation information of urban underlaying surface oriented to ECO-environmental quality assessment. IGARSS, July 23-28, 2017. Fort Worth, TX, United states. (EI)

发明专利：

[1] 王树东，吴太夏，王玉娟，张潇元，张立福.基于遥感大数据的城市生态安全的脉动性分析方法和装置 (ZL 2016 1 0698521.8)