基本信息
温小虎  男  硕导  中国科学院西北生态环境资源研究院
电子邮件: xhwen@lzb.ac.cn
通信地址: 甘肃省兰州市城关区东岗西路320号
邮政编码: 730000

招生信息

   
招生专业
070501-自然地理学
招生方向
水文学与水资源

教育背景

2001-09--2005-11   中国科学院寒区旱区环境与工程研究所   理学博士
1997-09--2001-07   兰州大学   理学学士学位

工作经历

   
工作简历
2021-04~现在, 中国科学院西北生态环境资源研究院, 研究员
2016-06~2021-03,中国科学院西北生态环境资源研究院, 副研究员
2013-04~2016-05,中国科学院西北生态环境资源研究院, 副研究员
2007-11~2013-03,中国科学院烟台海岸带研究所, 副研究员
2005-12~2007-11,上海交通大学环境科学与工程学院, 博士后
2001-09~2005-11,中国科学院寒区旱区环境与工程研究所, 理学博士
1997-09~2001-07,兰州大学, 理学学士学位

专利与奖励

   
专利成果
( 1 ) 一种多要素水资源优化配置的综合分析系统, 2023, 第 4 作者, 专利号: CN116702956A

( 2 ) 应用免耕法在草甸草原建植优质牧草的方法, 2021, 第 4 作者, 专利号: CN108934794B

出版信息

   
发表论文
(1) Ensemble learning using multivariate variational mode decomposition based on the Transformer for multi-step-ahead streamflow forecasting, Journal of Hydrology, 2024, 第 3 作者  通讯作者
(2) A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China, Hydrology Research, 2024, 第 3 作者  通讯作者
(3) Hydrochemical characteristics, quality and health risk assessment of nitrate enriched coastal groundwater in northern China, JOURNAL OF CLEANER PRODUCTION, 2023, 第 3 作者  通讯作者
(4) Multiple assessments, source determination, and health risk apportionment of heavy metal(loid)s in the groundwater of the Shule River Basin in northwestern China, Multiple assessments, source determination, and health risk apportionment of heavy metal(loid)s in the groundwater of the Shule River Basin in northwestern China, 干旱区科学:英文版, 2023, 第 1 作者
(5) Contamination characteristics, source identification, and source-specific health risks of heavy metal(loid)s in groundwater of an arid oasis region in Northwest China, SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 第 3 作者  通讯作者
(6) Data-based groundwater quality estimation and uncertainty analysis for irrigation agriculture, AGRICULTURAL WATER MANAGEMENT, 2022, 第 2 作者  通讯作者
(7) Contributions of climate, elevated atmospheric CO2 concentration and land surface changes to variation in water use efficiency in Northwest China, CATENA, 2022, 第 11 作者
(8) Bayesian Model Averaging Ensemble Approach for Multi-Time-Ahead Groundwater Level Prediction Combining the GRACE, GLEAM, and GLDAS Data in Arid Areas, REMOTE SENSING, 2022, 第 2 作者  通讯作者
(9) Erratum to ���Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA��� Atmos. Res. 238 (2020) 104868, ATMOSPHERIC RESEARCH, 2021, 第 5 作者
(10) 2018年春季西北五省省会城市大气质量与健康风险评价, Air Quality and Health Risk Assessment of Capital Cities in Five Northwest Provinces of China in the Spring of 2018, 高原气象, 2021, 第 2 作者
(11) Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level, WATER, 2021, 第 3 作者  通讯作者
(12) Comprehensive Probabilistic Health Risk Assessment for Exposure to Arsenic and Cadmium in Groundwater, ENVIRONMENTAL MANAGEMENT, 2021, 第 2 作者  通讯作者
(13) Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas, WATER, 2021, 第 6 作者  通讯作者
(14) Uncertainty analysis of artificial intelligence modeling daily reference evapotranspiration in the northwest end of China, COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 第 2 作者
(15) Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high-resolution regional climate models, INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020, 第 6 作者
(16) Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China, CATENA, 2020, 第 5 作者
(17) Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region, HYDROLOGY RESEARCH, 2020, 第 3 作者  通讯作者
(18) Contamination and ecological health risks of heavy metals in groundwater of a typical agricultural area in NW China, GEOCHEMISTRY-EXPLORATION ENVIRONMENT ANALYSIS, 2020, 第 3 作者  通讯作者
(19) Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems, JOURNAL OF HYDROLOGY, 2019, 第 1 作者  通讯作者
(20) Domino effect of climate change over two millennia in ancient China's Hexi Corridor, NATURE SUSTAINABILITY, 2019, 第 10 作者
(21) Hydrological Responses to the Future Climate Change in a Data Scarce Region, Northwest China: Application of Machine Learning Models, WATER, 2019, 第 4 作者
(22) Severe Nitrate Pollution and Health Risks of Coastal Aquifer Simultaneously Influenced by Saltwater Intrusion and Intensive Anthropogenic Activities, ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 2019, 第 2 作者
(23) 西北内陆区水资源安全保障技术集成与应用, Integration of Water Resources Security Technology and Its Application in Northwest Inland Area, 人民黄河, 2019, 第 8 作者
(24) Application of multivariate recursive nesting bias correction, multiscale wavelet entropy and AI-based models to improve future precipitation projection in upstream of the Heihe River, Northwest China, THEORETICAL AND APPLIED CLIMATOLOGY, 2019, 第 4 作者
(25) Influence of coastal groundwater salinization on the distribution and risks of heavy metals, SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 第 1 作者
(26) Distribution of Black Carbon in Topsoils of the Northeastern Qinghai-Tibet Plateau Under Natural and Anthropogenic Influences, ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 2019, 第 4 作者
(27) 格尔木河水质现状及生态风险评估, Evaluation on Water Quality and Ecological Risks of Golmud River, 盐湖研究, 2019, 第 4 作者
(28) 基于随机森林模型的干旱绿洲区张掖盆地地下水水质评价, Assessment of Groundwater Quality Based on Random Forest Model in Arid Oasis Area, 中国沙漠, 2018, 第 2 作者
(29) Risk assessment and source identification of coastal groundwater nitrate in northern China using dual nitrate isotopes combined with Bayesian mixing model, HUMANANDECOLOGICALRISKASSESSMENT, 2018, 第 1 作者
(30) Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China, WATER RESOURCES MANAGEMENT, 2018, 第 2 作者  通讯作者
(31) Effective sorption of selenite by Fe-Mn binary oxide: influence of preparation method, DESALINATION AND WATER TREATMENT, 2018, 第 1 作者
(32) 基于极限学习机的干旱区潜在蒸发量模拟, Numerical Simulation of Evaporation of Arid Region Based on Extreme Learning Machine, 中国沙漠, 2017, 第 3 作者
(33) Spatiotemporal variability of temperature and precipitation in Gansu Province (Northwest China) during 1951-2015, ATMOSPHERIC RESEARCH, 2017, 第 1 作者
(34) Separation of the Climatic and Land Cover Impacts on the Flow Regime Changes in Two Watersheds of Northeastern Tibetan Plateau, ADVANCES IN METEOROLOGY, 2017, 第 5 作者
(35) Trend Analysis of Water Poverty Index for Assessment of Water Stress and Water Management Polices: A Case Study in the Hexi Corridor, China, SUSTAINABILITY, 2017, 第 4 作者
(36) Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River, Northwest China, HYDROLOGICAL PROCESSES, 2017, 第 4 作者
(37) Long Term Quantification of Climate and Land Cover Change Impacts on Streamflow in an Alpine River Catchment, Northwestern China, SUSTAINABILITY, 2017, 第 4 作者
(38) An overview on the organic pollution around the Qinghai-Tibet plateau: The thought-provoking situation, ENVIRONMENT INTERNATIONAL, 2016, 第 6 作者
(39) A GIS-based DRASTIC model for assessing shallow groundwater vulnerability in the Zhangye Basin, northwestern China (EI), ENVIRONMENTAL GEOLOGY, 2009, 
(40) 青岛市水资源价值模糊综合评价, 人民黄河, 2009, 第 2 作者
(41) Hydrochemical characteristics of groundwater in the Zhangye Basin, Northwestern China, ENVIRONMENTAL GEOLOGY, 2008, 
(42) Groundwater flow modeling in the zhangye basin, northwestern china, ENVIRONMENTAL GEOLOGY, 2007, 
(43) Hydrochemical characteristics and salinity of groundwater in the Ejina Basin, Northwestern China, ENVIRONMENTAL GEOLOGY, 2005, 
(44) Two-phase extreme learning machines integrated with complete ensemble empirical mode decomposition with adaptive noise for multi-scale runoff prediction, JOURNAL OF HYDROLOGY, 第 1 作者
发表著作
( 1 ) 中国西北黑河流域水文循环与水资源模拟, Hydrological cycle and water resource modeling for the Heihe Basin in Northwestern China, 科学出版社, 2010-01, 第 3 作者

科研活动

   
科研项目
( 1 ) 干旱区内陆河流域径流长时序演变过程及模拟, 负责人, 中国科学院计划, 2023-12--2028-11
( 2 ) 黄河源区水资源安全保障策略, 负责人, 境内委托项目, 2023-08--2024-07
( 3 ) 黄河流域生态环境科学数据中心构建, 负责人, 国家任务, 2022-04--2024-03