山西临汾人，农学博士，现任北京师范大学文理学院地理系特聘副研究员，博士研究生导师，中国土壤学会会员。主持国家自然科学基金项目、广东省自然科学基金面上项目，迄今以一作/通讯在Journal of Hydrology、Soil & Tillage Research、Geoderma、Pedosphere等领域顶级期刊上发表论文10余篇；第一开发者软件著作权1项；参编《土壤学进展（第二卷）》。

教育背景

2015.09-2020.07      中国农业大学，土壤学，农学博士

2018年       美国爱荷华州立大学短期访学

2011.09-2015.07      山西农业大学，农业资源与环境专业，农学学士

工作经历

2022–至今，  北京师范大学文理学院，特聘副研究员

2020–2022， 浙江大学环境与资源学院，博士后

研究方向与招生

包气带土壤水热和溶质迁移过程模拟研究（数值模拟+机器学习）

农业管理/气候模型相关土壤参数化研究

担任自然地理学专业博导、硕导，招收自然地理学、土壤学、农业资源与环境等相关方向研究生，诚邀对相关研究感兴趣的学生加入团队！

科研项目

1. 国家自然科学青年基金项目，基于热脉冲技术监测植物根系特征参数：反演模型研究，42107313，主持；

2. 广东省自然科学基金-面上项目，基于热示踪与数据同化-深度学习的土壤水热参数反演及蒸发锋面动态识别研究，2026A1515011614，主持；

3. 北京师范大学珠海校区引进人才科研启动项目，主持；

4. 《土壤地理学》实践教学改革，主持；

5. 国家自然科学基金项目，Thermo-TDR技术监测根区土壤物理性状：根系的影响机理及校正，41977011，参加；

出版著作

《土壤学进展（第二卷）》，科学出版社，2022，参编

代表论文

1. Xie Xiaoting, Li Lijie, Lu Yili, Liu Lin, Ren Tusheng. 2026. Determination of dry soil layer and vertical variations in soil thermal properties through interpretation of heat pulse signals using deep learning-based data assimilation. Journal of Hydrology, 666: 134775.

2. Xie Xiaoting, Liu Lin, Lu Yili, Ren Tusheng. 2026. Monitoring the interface and thermal properties of double-layered soils: numerical inversion-based heat-pulse approaches. European Journal of Soil Science, 77(1): e70262.

3. Liu Lin, Xie Xiaoting*, Lu Yili, Ren Tusheng. 2025. A new approach for estimating pore water electrical conductivity of saturated soils. Geoderma, 462: 117539.

4. Xie Xiaoting, Zeng Lingzao, Ren Tusheng. 2025. A data assimilation-based heat pulse method for monitoring soil hydraulic and thermal parameters in root zones. Soil & Tillage Research, 254: 106738.

5. Li Lijie, Lu Yili, Liu Lin, Xie Xiaoting*. 2025. The spatial and temporal variability of soil-water evaporation as influenced by near-surface soil porosities. Agronomy, 15(11): 2654.

6. Xie Xiaoting, Peng Wei, Lu Yili, Ren Tusheng. 2024. Influences of root fragments on soil thermal property measurements with heat pulse method. Geoderma, 447: 116921.

7. Xie Xiaoting, Yan Hengnian, Lu Yili, Zeng Lingzao. 2024. Simulating field soil temperature variations with physics-informed neural networks. Soil & Tillage Research, 244: 106236.

8. Xie Xiaoting, Zhou Hongxiang, Wu Laosheng, Man Jun. 2024. Numerical modeling of double-ring infiltrometers for determining saturated hydraulic conductivity of heterogeneous and anisotropic soils. Pedosphere, 34(6): 1111–1122.

9. Xie Xiaoting, Yan Hengnian, Zeng Lingzao. 2022. Characterizing plant root parameters with deep learning-based heat pulse method. Geoderma, 406: 115507.

10. Xie Xiaoting, Lu Yili, Ren Tusheng, Horton Robert. 2020. Thermal conductivity of mineral soils relates linearly to air-filled porosity. Soil Science Society of America Journal, 84: 53–56.

11. Xie Xiaoting, Lu Yili, Ren Tusheng, Horton Robert. 2019. Soil temperature estimation with the harmonic method is affected by thermal diffusivity parameterization. Geoderma, 353: 97–103.

12. Xie Xiaoting, Lu Yili, Ren Tusheng, Horton Robert. 2018. An empirical model for predicting soil thermal diffusivity from texture, bulk density, and degree of saturation. Journal of Hydrometeorology, 19: 445–457.

13. Liu Lin, Xie Xiaoting, Lu Yili, Li Lijie, Ren Tusheng. 2026. A regime-based piecewise function for predicting gas diffusion coefficients in repacked soils. Geoderma, 470: 117842.

14. Zhuang Yajuan, Ye Qiang, Liu Nanlin, Xie Xiaoting, Yan Hengnian, Zeng Lingzao. 2025. Hybrid physics-data-driven deep learning for pore-scale transport in microfluidic system. Physics of Fluids, 37(7): 073363.

15. Peng Wei, Lu Yili, Xie Xiaoting, Ren Tusheng, Horton Robert. 2019. An improved thermo-TDR technique for monitoring soil thermal properties, water content, bulk density, and porosity. Vadose Zone Journal, 18(1): 1–9.

16.  谢小婷, 曾令藻. 基于深度学习的场地尺度重金属迁移过程模拟系统, 2022SR1436361, 原始取得, 全部权利, 2022-07-14 (软件著作权)

17.  李鑫林, 卢奕丽, 谢小婷, 彭薇, 任图生. 利用简化型多针热脉冲技术原位测定地表热通量[J]. 中国农业大学学报, 2023, 28(09):136-146.

教学工作

本科生： 《土壤地理学》、《自然地理综合实习》、《教育实践与提升（教育实习）》

研究生： 《自然地理学原理》

社会工作

担任Geoderma、Soil & Tillage Research、及Expert Systems with Applications等期刊审稿人

荣誉获奖

1. 博士研究生国家奖学金，2018

2. 中国农业大学优秀研究生毕业生，2020