3499cc拉斯维加斯教授，国家优秀青年科学基金（海外）获得者，3499cc拉斯维加斯逸仙学者，博士生导师。主要从事变化环境下水资源适应性调控，在需水机理、调控模型、优化技术等方面取得了一系列研究成果。公开发表Nature Communications、Nature Water、Global Change Biology、Water Resources Research、Earth’s Future、Journal of Hydrology等SCI论文30余篇，获中国发明专利授权9项、美国发明专利1项。担任中国生态学学会生态水文专业委员会委员、Science Bulletin、Scientific Data、Environmental Science & Technology、Remote Sensing of Environment、Water Resources Research、Agricultural and Forest Meteorology、Earth’s Future、Journal of Hydrology、Environmental Research Letters等20多个国际期刊审稿人。

ResearchGate            Google Scholar

 

研究方向

  • 水资源规划与管理，大系统水库群联合优化调度，人工智能优化算法开发及应用
  • 生态水文，农业生态系统模型，水碳循环模拟分析，水足迹和碳足迹量化评估等
  • 智慧农业，农业灌溉，数据-模型融合，大数据，人工智能与机器学习等

 

代表性成果

  • 需水机理层面，创建了耦合土壤供水和大气需水的作物水分胁迫指标体系，揭示了作物水分供需动态胁迫机理
  • 调控模型层面，构建了水资源闭环控制模型和柔性决策区间，提高了模型的鲁棒性
  • 优化技术层面，提出了变量-目标-模型高效降维求解技术，形成了调度规则知识库

 

教育科研经历

本科和博士均毕业于武汉大学，导师为王浩院士和刘攀教授，博士期间先后在中国水利水电科学研究院（导师：雷晓辉教授）和美国伊利诺伊大学香槟分校（导师：Ximing Cai教授）访问交流。博士毕业后在美国伊利诺伊大学香槟分校先后担任博士后研究员（合作导师：Kaiyu Guan教授）和研究员（Research Scientist）。2022年受聘于3499cc拉斯维加斯，担任副教授，硕士生导师。2023年受聘于3499cc拉斯维加斯，担任青年研究员，博士生导师。2024年受聘于3499cc拉斯维加斯，担任教授，博士生导师。

 

科研项目

  • 国家自然科学基金面上项目，2025-2028，主持
  • 国家自然科学基金优秀青年科学基金项目（海外），2023-2026，主持
  • 国家重点研发计划子课题，2023-2027，主持
  • 广东省自然科学基金面上项目，2024-2026，主持
  • 广东省水利科技创新项目课题，2024-2027，主持
  • 3499cc拉斯维加斯“百人计划”基本启动项目, 3499cc拉斯维加斯, 2022-2025, 主持
  • 美国国家科学基金会和美国农业部，Cyber-Physical-System: Medium: A scalable real-time sensing and decision-making system for field-level row-crop irrigation management，2019-2022，主要参与及完成人
  • 美国国家科学基金会，CAREER: Ensuring Co-Sustainability of Food Production and Environmental Quality in the U.S. Midwest Agroecosystems，2019-2024，参与
  • 国家重点研发计划，长江上游梯级水库群多目标联合调度技术，2016-2020，参与
  • 国家自然科学基金优秀青年基金项目，水库调度，2014-2017，参与
  • 国家自然科学基金委员会, 青年科学基金项目，基于动态余留库容的梯级水库群发电调度序贯决策研究，2018-2020，参与
  • 教育部新世纪优秀人才支持计划：水库（群）调度规则的型式及合成研究，2012-2014，参与
  • 国务院南水北调办委托项目：南水北调工程通水效益统计研究，2017，参与
  • 广西水利科技项目：西江水库群综合调度研究，2015-2016，主要参与及完成人
  • 广西重点研发计划：珠江-西江经济带水资源综合调配关键技术，2016-2019，参与

 

 学术论著（共同第一作者#，通讯作者*)

  • Wang Tianzi, Zhang Jingwen*, Li Zejun*, Lin Kairong*, Zhou Wang, Wu Genghong, Pan Ming, Chen Xiaohong. Roles of soil and atmospheric dryness on terrestrial vegetation productivity in China - which dominates at what thresholds. Earth's Future, 2025, 13(3): e2024ET005469.
  • Hou Yu, Zhang Jingwen*, Guo Junjie, Zhou Wang, Qin Ziqi, Zhu Qinsong, He Qinxia. Non-Continuous Flooding Outperforms Continuous Flooding in Rice Fields Net Carbon Sequestration Despite Losses in Soil Organic Carbon Sequestration. Global Change Biology, 2025, 31(6): e70283.
  • Chen Yifan, Zhang Jingwen*, Li Zejun*, Liu Pan, Guo Lei, Lin Kairong, Xiao Mingzhong, Chen Xiaohong. Robust Typhoon Rainfall forecasting based on machine learning and Bayesian model averaging. Atmospheric Research, 2025: 108216.
  • Gao Xin, Huang Liyan, Zhang Jingwen*, Lin Kairong, Li Pengjun. Spatiotemporal variations and its driving factors of ground surface temperature in China. Environmental Research Letters, 2024, 19(2): 024022.
  • Zhang, Jingwen*, Guan, Kaiyu*, Zhou, Wang, Jiang, Chongya, Peng, Bin, Pan, Ming, Franz, Trenton, Suyker, Andrew, Yang, Yi, Chen, Xiaohong, Lin, Kairong, Ma, Zewei, 2023. Combining remotely sensed evapotranspiration and an agroecosystem model to estimate center-pivot irrigation water use at high spatio-temporal resolution. Water Resources Research, e2022WR032967.
  • Zhang, Jingwen*, Guan, Kaiyu*, Peng, Bin*, Pan, Ming, Zhou, Wang, Jiang, Chongya, Kimm, Hyungsuk, Franz, Trenton, Grant, Robert, Yang, Yi, Rudnick, Daran, Heeren, Derek, Suyker, Andrew, Bauerle, William, and Miner, Grace, 2021. Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand. Nature Communications, 12, 5549. (Nature子刊，期刊亮点文章Featured Editors’ Highlights, featured in a Nature Communications Editors’ Highlights, the 50 best papers recently published in Plants and agriculture)
  • Zhang, Jingwen*, Guan, Kaiyu*, Peng, Bin, Pan, Ming, Zhou, Wang, Grant, Robert, Franz, Trenton, Rudnick, Daran, Heeren, Derek, Suyker, Andrew, Yang, Yi, and Wu, Genghong, 2021. Assessing different plant-centric water stress metrics for irrigation efficacy using soil-plant-atmosphere-continuum simulation. Water Resources Research, 57(9), e2021WR030211.
  • Zhang, Jingwen, Cai, Ximing*, Lei, Xiaohui*, Liu, Pan, and Wang, Hao, 2021. Real-time reservoir flood control operation enhanced by data assimilation. Journal of Hydrology, 126426.
  • Zhang, Jingwen*,#, Guan, Kaiyu*,#, Peng, Bin, Jiang, Chongya, Zhou, Wang, Yang, Yi, Pan, Ming, Franz, Trenton, Heeren, Derek, Rudnick, Daran, Abimbola, Olufemi, Kimm, Hyungsuk, Caylor, Kelly, Good, Stephen, Khanna, Madhu, Gates, John, and Cai, Yaping, 2021. Challenges and opportunities in precision irrigation decision-support systems for center pivots. Environmental Research Letters, 16:053003. (新闻报道：美国国家科学基金会、FutureFarming、UIUC ACES、Nebraska Ag Connection、Farms.com、Newsvoice.com)
  • Zhang, Jingwen*, Guan, Kaiyu*, Peng, Bin, Jiang, Chongya, Yang, Yi, Pan, Ming, Franz, Trenton, 2021. Challenges and opportunities in intelligent decision-making for the center pivot irrigation system in the US. 6th Decennial National Irrigation Symposium, 6-8, December 2021, San Diego, California, American Society of Agricultural and Biological Engineers.
  • Zhang, Jingwen, Li, Zejun, Wang, Xu, Lei, Xiaohui*, Liu, Pan, Feng, Maoyuan, Khu, Soon-Thiam, and Wang, Hao, 2019. A novel method for deriving reservoir operating rules based on flood classification-aggregation-decomposition. Journal of Hydrology, 568, pp.722-734.
  • Lei, Xiaohui, Zhang, Jingwen*, Wang, Hao, Wang, Mingna, Khu, Soon-Thiam, Li, Zejun, and Tan, Qiaofeng, 2018. Deriving mixed reservoir operating rules for flood control based on weighted non-dominated sorting genetic algorithm II. Journal of Hydrology, 564, pp.967-983.
  • Zhang, Jingwen, Wang, Xu, Liu, Pan, Lei, Xiaohui*, Li, Zejun, Gong, Wei, Duan, Qingyun, and Wang, Hao, 2017. Assessing the weighted multi-objective adaptive surrogate model optimization to derive large-scale reservoir operating rules with sensitivity analysis. Journal of Hydrology, 544, pp.613-627.
  • Zhang, Jingwen, Liu, Pan*, Wang, Hao, Lei, Xiaohui, and Zhou, Yanlai, 2015. A Bayesian model averaging method for the derivation of reservoir operating rules. Journal of Hydrology, 528, pp.276-285.
  • Zi Shuangshuang, Li Yan*, Zhang Jingwen, Hou Chengcheng, Lin Huiqing, Xu Zhengjie, Sang Shan, Dong Jinwei, Fu Bojie. The biophysical and crop yield effects of irrigation and their changes in China’s drylands. Agricultural Water Management, 2025, 313: 109471.
  • Yang Yi, Guan Kaiyu*, Peng Bin, Feng Xue, Xu Xiangtao, Pan Ming, Brandon P Sloan, Zhang Jingwen, Zhou Wang, Li Lingcheng, Murugesu Sivapalan, Elizabeth A Ainsworth, Kimberly A Novick, Yang Zongliang, Wang Sheng. A unified framework to reconcile different approaches of modeling transpiration response to water stress: Plant hydraulics, supply demand balance, and empirical soil water stress function. Journal of Advances in Modeling Earth Systems, 2025, 17(4): e2023MS003911.
  • Xie Xue, Lin Kairong, Xiao Mingzhong, Lan Tian, Dong Chunyu, Zhang Jingwen, Fang Zhaolin. Estimating the impact of 2D urban landscape patterns on extreme precipitation based on non-stationary models in the Guangdong–Hong Kong–Macao Greater Bay Area, China. Science of The Total Environment, 2025, 963: 178402.
  • Xu Yuanhao, Lin Kairong, Hu Caihong, Chen Xiaohong, Zhang Jingwen, Xiao Mingzhong, Xu Chongyu. Uncovering the dynamic drivers of floods through interpretable deep learning. Earth's Future, 2024, 12(10): e2024EF004751.
  • Xu Yuanhao, Lin Kairong, Hu Caihong, Wang Shuli, Wu Qiang, Zhang Jingwen, Xiao Mingzhong, Luo Yufu. Interpretable machine learning on large samples for supporting runoff estimation in ungauged basins. Journal of Hydrology, 2024, 639: 131598.
  • Li, Xuemin, Zhang, Jingwen, Cai, Ximing, Huo, Zailin*, Zhang, Chenglong. (2023). Simulation-optimization based real-time irrigation scheduling: A human-machine interactive method enhanced by data assimilation. Agricultural Water Management, 276, 108059.
  • Katimbo Abia, Rudnick Daran R. , Zhang Jingwen, Ge Yufeng, DeJonge Kendall C., Franz Trenton., Shi Yeyin, Liang Wei-zhen, Qiao Xin, Heeren Derek M., Kabenge Isa, Nakabuye Hope Njuki, Duan Jiaming. Evaluation of Artificial Intelligence Algorithms with Sensor Data Assimilation in Estimating Crop Evapotranspiration and Crop Water Stress Index for Irrigation Water Management [J]. Smart Agricultural Technology, 2023: 100176.
  • Lin, Jingyu, Bryan, A. Brett, Zhou, Xudong, Lin, Peirong, Do, Hong Xuan, Gao, Lei, Gu, Xinchen, Liu, Zhifeng, Wan, Luwen, Tong, Shanlin, Huang, Jiacong, Wang, Qian, Zhang, Yuan, Gao, Hongkai, Yin, Jiabo, Chen, Zilong, Duan, Weili, Xie, Zheyu, Cui, Tong, Liu, Junzhi, Li, Mingqian, Li, Xiaodong, Xu, Zhenwu, Guo, Fei, Shu, Lele, Li, Bin, Zhang, Jingwen, Zhang, Pingping, Fan, Bo, Wang, Yanwen, Zhang, Yifan, Huang, Jinliang, Li, Xin, Cai, Yanpeng*, Yang, Zhifeng. Making China’s water data accessible, usable and shareable. Nature Water, 1, 328–335 (2023). https://doi.org/10.1038/s44221-023-00039-y 
  • Ma, Zewei, Guan, Kaiyu*, Peng, Bin*, Sivapalan, Murugesu, Li, Li, Pan, Ming, Zhou, Wang, Warner, Richard, Zhang, Jingwen. (2022). Agricultural Nitrate Export Patterns Shaped by Crop Rotation and Tile Drainage. Water Research, 119468.
  • Elbeltagi, Ahmed, Nand, Lal Kushwaha*, Jitendra Rajput, Dinesh Kumar Vishwakarma, Luc Cimusa Kulimushi, Manish Kumar, Zhang, Jingwen, Chaitanya B. Pande, Pandurang Choudhari, Sarita Gajbhiye Meshram, Kusum Pandey, Parveen Sihag, Navsal Kumar, and Ismail Abd-Elaty, 2022. Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions. Stochastic Environmental Research and Risk Assessment, 2022: 1-24.
  • Zhou, Wang*, Guan, Kaiyu*, Peng, Bin, Shi, Jiancheng, Jiang, Chongya, Wardlow, Brian, Pan, Ming, Kimball, John, Franz, Trenton, Gentine, Pierre, He, Mingzhu, and Zhang, Jingwen, 2020. Connections between the hydrological cycle and crop yield in the rainfed US Corn Belt. Journal of Hydrology, 590, p.125398.
  • Li, Zejun, Liu, Pan*, Feng, Maoyuan, Cui, Xueqing, He, Ping, Wang, Caijun, and Zhang, Jingwen, 2020. Evaluating the effect of transpiration in hydrologic model simulation through parameter calibration. Journal of Hydrologic Engineering, 25(5), p.04020007.
  • Ming, Bo, Liu, Pan*, Guo, Shenglian, Cheng, Lei, and Zhang, Jingwen, 2019. Hydropower reservoir reoperation to adapt to large-scale photovoltaic power generation. Energy, 179, pp.268-279. 
  • Lei, Xiaohui, Tan, Qiaofeng*, Wang, Xu, Wang, Hao, Wen, Xin, Wang, Chao, and Zhang, Jingwen, 2018. Stochastic optimal operation of reservoirs based on copula functions. Journal of Hydrology, 557, pp.265-275.
  • Feng, Maoyuan, Liu, Pan*, Li, Zejun, Zhang, Jingwen, Liu, Dedi, and Xiong, Lihua, 2016. Modeling the nexus across water supply, power generation and environment systems using the system dynamics approach: Hehuang Region, China. Journal of Hydrology, 543, pp.344-359. 
  • Liu, Pan*, Li, Liping, Guo, Shenglian, Xiong, Lihua, Zhang, Wang, Zhang, Jingwen, and Xu, Chongyu, 2015. Optimal design of seasonal flood limited water levels and its application for the Three Gorges Reservoir. Journal of Hydrology, 527, pp.1045-1053. 
  • 吉静茹, 张靖文, 李泽君, 贾丹妮, 马超, 雷晓辉, 何立新. 南水北调中线工程受水区水碳足迹量化分析[J]. 南水北调与水利科技, 2025.
  • 张靖文, 刘攀, 雷晓辉, 陈西臻, 张旺. 百色水库防洪优化调度方法研究[J]. 水资源研究, 2014, 03(04):315-325.
  • 陈西臻, 刘攀, 何素明, 张旺, 李泽君, 张靖文. 基于聚合–分解的并联水库群防洪优化调度研究[J]. 水资源研究, 2015, 04(1):23-31.

 

发明专利

  • 基于机器学习的农业灌溉用水量估算方法、系统及介质，中国，ZL202311260303.2.
  • 考虑土壤和大气双重胁迫作用的灌溉控制方法、系统及介质，中国，ZL202310952044.3.
  • 一种基于水库调度规则合成的水库调度决策方法，中国，ZL201410856456.8.
  • 一种需水量预测方法、系统、设备及介质，中国，ZL202410834376.6.
  • 一种生态流量控制目标分解方法、系统、设备及介质，中国，202410762658.X.
  • 一种基于分类回归分析的咸潮上溯集合预报方法及系统，中国，ZL202410444987.X.
  • Accessing agriculture productivity and sustainability, U.S. Application No. 17/445,928. (Filed on August 25, 2021，美国发明专利)
  • 面向大系统水库群的聚合分解调度规则的提取方法，中国，ZL201710048319.5.
  • 一种基于调度规则时变特性的水库适应性调度方法，中国，201610981757.2.
  • 基于高分辨率图像监督中分辨率图像的灌溉面积统计方法，中国，201710174166.9.

 

学术会议

  • 张靖文，基于数据-模型融合的农业生态系统水循环研究，北京师范大学第六届交叉学科前沿论坛 气候变化与水安全，中国，珠海市，2024-11-24. （特邀报告）
  • 张靖文，基于数据-模型融合的农业生态系统水循环研究，中国农业工程学会农业水土工程专业委员会第十三届学术研讨会，中国，呼和浩特市，2024-08-05至2024-08-07. （特邀报告）
  • Zhang Jingwen，Ecohydrology in the agricultural systems based on model-data fusion，2023丝绸之路高原生态环保与黄河流域高质量发展国际产学研用合作研讨会2023Silk Road International Symposium on Plateau Ecological Environment Protection and High-quality Development of the Yellow River Basin，中国，杨凌市，2023-12-14. （特邀报告）
  • Zhang Jingwen，Ecohydrology in the agricultural systems based on model-data fusion，第18届世界水资源大会XVIII World Water Congress，中国，北京市，2023-09-11至2023-09-15. （特邀报告）
  • 张靖文，基于数据-模型融合的农业生态系统水循环研究，第三届中国生态水文论坛，中国，北京市，2023-07-14至2023-07-17. （特邀报告）
  • 张靖文，土壤供水和大气需水协同调控下的可持续灌溉研究，第八届青年地学论坛，中国，武汉市，2023-05-05至2023-05-08. （特邀报告）
  • Jingwen Zhang (2022). Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand. 国际华人青年水科学协会CYWater第十届夏季会议, 2022年8月
  • Jingwen Zhang, Kaiyu Guan, Bin Peng, Chongya Jiang, Yi Yang, Ming Pan, Trenton Franz, (2021). Challenges and opportunities in intelligent decision-making for the center pivot irrigation system in the US. 6th Decennial National Irrigation Symposium, 6-8, December 2021, San Diego, California, American Society of Agricultural and Biological Engineers. (口头报告)
  • Jingwen Zhang, Kaiyu Guan, Wang Zhou, Chongya Jiang, Bin Peng, Ming Pan, Robert F. Grant, Trenton E. Franz, Andrew Suyker, Yi Yang, Zewei Ma (2021). High-spatiotemporal-resolution estimation of irrigation timing and amount using model-data fusion. In AGU Fall Meeting, Dec. 2021. Online (due to Covid-19). (墙报报告)
  • Jingwen Zhang. Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand (2021), 南京大学，2021年10月（特邀报告）
  • Jingwen Zhang, Kaiyu Guan (2021). CPS: Medium: A scalable real-time sensing and decision-making system for field-level row-crop irrigation management. In NSF Cyber-Physical Systems Principal Investigators' Meeting, Jun. 2021. Online (due to Covid-19). (口头及墙报报告)
  • Jingwen Zhang, Kaiyu Guan, Bin Peng, Ming Pan, Wang Zhou, Chongya Jiang, Trenton E. Franz, Robert F Grant, Daran R. Rudnick, Derek M. Heeren, and Yi Yang (2020). Development of a plant water stress index based on soil moisture supply and atmospheric evaporative demand for agricultural irrigation management. In AGU Fall Meeting, Dec. 2020. Online (due to Covid-19). (口头报告)
  • Jingwen Zhang, Kaiyu Guan (2019). CPS: Medium: A scalable real-time sensing and decision-making system for field-level row-crop irrigation management. In NSF Cyber-Physical Systems Principal Investigators' Meeting, Nov. 2019, Arlington, VA, USA. (口头报告)
  • Jingwen Zhang, Pan Liu, Xiaohui Lei, Hao Wang (2018). Assessing multi-objective optimization algorithms for large-scale reservoir operating rules based on sensitivity analysis. In EWRI Congress, Jun. 2018, Minneapolis, MN, USA. (口头报告)
  • Jingwen Zhang, Xiaohui Lei, Xu Wang, Soon-Thiam Khu, Pan Liu, Hao Wang (2018). Assessing multi-objective optimization algorithms for large-scale reservoir operating rules based on sensitivity analysis. In EGU General Assembly, Apr. 2018, Vienna, Austria. (墙报报告)
  • Jingwen Zhang, Xiaohui Lei, Xu Wang, Soon-Thiam Khu, Pan Liu, Hao Wang (2017). A novel method of deriving flood control operating rules based on flood classification-aggregation-decomposition. In AGU Fall Meeting, Dec. 2017, New Orleans, LA, USA. (墙报报告).
  • 张靖文，雷晓辉，王浩。基于敏感性分析评估多目标自适应替代模型在大型水库群调度规则提取中的应用。中国水利电科学研究院水资源所第二届研究生学术交流会，2016年11月，北京，获得一等奖。（口头报告）
  • 张靖文，刘攀，王浩。基于贝叶斯模型平均的水库调度规则合成研究。第十三届中国水论坛口头报告，2015年8月，河北石家庄。（口头报告）

 

学术兼职与服务

  • 中国生态学会生态水文专业委员会委员
  • 国际学术会议分会场主席：Chair of Session: Monitoring and Modeling Plant Water Availability in Drylands for Sustainable Management under Climate Change. Frontiers in Hydrology Meeting (FIHM), 19-24 June 2022, San Juan, Puerto Rico
  • 审稿专家：Science Bulletin、Scientific Data、Environmental Science & Technology、Remote Sensing of Environment、Water Resources Research、Agricultural and Forest Meteorology、Earth’s Future、Journal of Hydrology、Environmental Research Letters、Geoderma、Computers and Electronics in Agriculture、Ecological Indicators、Ecosystem Health and Sustainability、Advances in Water Resources、Journal of Water Resources Planning and Management、Scientific Reports、Hydrological Processes、Agronomy、Frontiers in Earth Science、Water Supply等SCI期刊审稿人
  • 国际学术组织会员：American Geophysical Union (AGU), European Geosciences Union (EGU), Environmental & Water Resources Institute (EWRI)
  • 优秀学生论文奖评委：American Geophysical Union (AGU) Fall Meeting Outstanding Student Paper Award (OSPA) judge (2021, 2022)

 

招生与招聘

  • 【研究生招生】：欢迎水文水资源、农业水利工程、遥感与GIS、生态学及相关专业的学生通过保送或报考研究生加入本人研究团队！也欢迎具有计算机、遥感、数学等专业背景的学生报考或保送！团队提供与国内外多个科研单位（如美国伊利诺伊大学香槟分校、中国水利水电科学研究院等）的交流访问机会。
  • 【博士后招聘】：本课题组常年招聘博士后，研究方向包括但不限于：复杂水系统优化调控分析、生态系统水-碳-氮耦合循环过程、人类-自然环境耦合系统、气候变化与生态水文响应等。优先考虑年龄在35岁以下，获得博士学位不超过3年，具备较高的学术水平和较强的科研能力的海内外优秀博士和应届博士生。3499cc拉斯维加斯博士后按照学校教职员工管理，聘期一般为2~3年。提供在同类院校中有竞争力的待遇， 同时提供五险一金/周转房/餐补/医疗/子女教育等福利。出站表现优秀者可以竞聘“百人计划”教师岗位，或申请转岗专职科研系列副研究员、研究员。欢迎水文学及水资源、遥感、生态学等相关方向的博士加入。请邮件联系张靖文，zhangjw269@mail.sysu.edu.cn（标题：应聘-博士后-目前单位-姓名）。