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ORCID iD: https://orcid.org/0000-0001-8742-230X

教育背景

2009年9月至2013年6月, 新疆大学 数学与系统科学学院 数学与应用数学

2013年9月至2016年6月, 硕士, 新疆大学 数学与系统科学学院 概率论与数理统计

导师：胡锡建 副教授

毕业论文题目: 基于Bayesian的空间多层线性回归模型的参数估计及其应用

2016年9月至2021年6月, 博士, 新疆大学 资源与环境科学学院 生态学

导师：吕光辉 教授

毕业论文题目: 荒漠杜加依林碳交换及其对环境变化的响应

研究领域: 生态系统生态学

主要研究兴趣:

·       基于涡度协方差技术的通量数据分析和建模

·       生态系统碳交换和能量交换

·       时间序列分析和空间统计学

·       机器学习

参与的科研项目:

• 2016. 01-2019.12：模型构建, 荒漠凝结水的吸收机制及生态作用，国家自然科学基金面上项目，经费：75万.
• 2015. 05-2017.12：数据处理和模型构建，湖泊—河流影响下的荒漠生态系统碳通量时空变化及其响应机制，新疆维吾尔自治区重点实验室开放课题，经费：20万.

发表论文

1.     Teng, Dexiong; He, Xuemin; Wang, Jingzhe; Wang, Jinlong; Lv, Guanghui*.2020. Uncertainty in gap filling and estimating the annual sum of carbon dioxide exchange for the desert Tugai forest, Ebinur Lake Basin, Northwest China. PeerJ 8:e8530. DOI 10.7717/peerj.8530 (IF = 2.379/Q3)

2.      Teng, Dexiong; He, Xuemin; Qin, Lu; Lv, Guanghui*. 2021. Energy Balance Closure in the Tugai Forest in Ebinur Lake Basin, Northwest China. Forests 12, 243. DOI 10.3390/f12020243 (IF = 2.221/Q2)

3.      Wang, Jingzhe; Ding, Jianli; Yu, Danlin*; Ma, Xuankai; Zhang, Zipeng; Ge, Xiangyu; Teng, Dexiong; Li, Xiaohang; Liang, Jing; Lizaga, Ivan; Chen, Xiangyue; Yuan, Lin and Guo, Yahui. 2019. Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China. Geoderma. 353. 172-187. DOI: 10.1016/j.geoderma.2019.06.040(IF= 6.114/Q1)

主要贡献：随机森林模型的训练和验证

4.      Wang Jingzhe, Ding Jianli, Yu Danlin, Teng Dexiong, He Bin, Chen Xiangyue, Ge Xiangyu, Zhang Zipeng, Wang Yi, Yang Xiaodong, Shi Tiezhu, and Su Fenzhen. Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI. Science of The Total Environment 2020. 707. DOI: 10.1016/j.scitotenv.2019.136092(IF=7.963/Q1)

主要贡献：Cubist模型的建立和验证

5.     Yang, XiaoDong; Qie YaDong; Teng, DeXiong; Alid, Arshad; Xue, Yilu; Nanthi, Bolanc; Liu, WeiGuo; Lv, GuangHui*; Ma, LiGang; Yang, ShengTian; Zibibula, Simayi. 2019. Prediction of groundwater depth in an arid region based on maximum tree height. Journal of Hydrology, 574: 46-52. DOI 10.1016/j.jhydrol.2019.04.022(IF= 5.722/Q1)

主要贡献：测量模型的建立和验证并撰写了研究方法和结果

6.      Wang, Jingzhe; Shi, Tiezhu; Yu, Danlin; Teng, Dexiong; Ge, Xiangyu; Zhang, Zipeng; Yang, Xiaodong; Wang, Hanxi; and Wu, Guofeng. 2020. Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants: A case study in an arid oasis, NW China. Environmental Pollution 266. DOI: 10.1016/j.envpol.2020.115412(IF= 8.071/Q1)

主要贡献：集成模型的建立和验证

7.      Chen, Wenqian; Ran Haofan; Cao, Xiaoyi; Jingzhe, Wang; Teng, Dexiong; Chen, Jing; Zheng Xuan. 2020. Estimating PM2.5 with high-resolution 1-km AOD data and an improved machine learning model over Shenzhen, China. Science of The Total Environment. 746. DOI: 10.1016/j.scitotenv.2020.141093(IF=7.963/Q1)

主要贡献：建立地理加权回归模型

8.      Chen, Wenqian; Wang, Jingzhe; Cao, Xiaoyi; Ran, Haofan; Teng, Dexiong; Chen, Jing; He, Xiao; and Zheng, Xuan. 2021. Possibility of using multiscale normalized difference vegetation index data for the assessment of total suspended solids (TSS) concentrations in surface water: A specific case of scale issues in remote sensing. Environmental Research 194. DOI: 10.1016/j.envres.2020.110636(IF= 6.498/Q1)

主要贡献：测量模型的建立和验证

9.     Wang, Jinlong; Teng, Dexiong; He, Xuemin; Qin, Lu; Yang, Xiaodong; Lv, Guanghui*. 2021. Spatial non-stationarity effects of driving factors on soil respiration in an arid desert region. Catena. 207. DOI: 10.1016/j.catena.2021.105617(IF= 5.198/Q1)

主要贡献：提出问题、拟定题目、建立地理加权回归模型并修改了论文

获得荣誉

• 2020: 博士研究生自治区奖学金
• 2021: 新疆大学优秀学位论文