ZCZizhao Cai

Zizhao Cai

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Zizhao Cai has a total of 36 co-authors. Here are the top co-authors by number of shared publications:

  • Ping Wu

    Hydrological Engineering and Geological Prospecting Institute of Hebei Province, Shijiazhuang 050021, China

    4 shared publications
  • Wei Xu

    Hydrological Engineering and Geological Prospecting Institute of Hebei Province, Shijiazhuang 050021, China

    4 shared publications
  • Lei Fang

    Hydrological Engineering and Geological Prospecting Institute of Hebei Province, Shijiazhuang 050021, China

    3 shared publications
  • Chuan Lu

    The Institute of Hydrogeology and Environmental Geology, Chinese Academy of Geological Sciences, Shijiazhuang 050061, China

    2 shared publications
  • Shuangying Li

    Hydrological Engineering and Geological Prospecting Institute of Hebei Province, Shijiazhuang, China

    2 shared publications
  • Siyang Qin

    The Institute of Hydrogeology and Environmental Geology, CAGS, Shijiazhuang, China

    2 shared publications

Latest Publications

  • Open Access

    Analysis of the Formation of High-Fluoride and High-Nitrate Groundwater in the Datan Area of Chengde and Human Health Risk Assessment

    by Siyang Qin, Wei Xu, Zizhao Cai, Zhiguang Yang, Shuangying Li

    Long-term consumption of water with high levels of fluoride (F-) and nitrate (NO3-) poses serious health risks to humans. This study aimed to analyze and determine the causes of elevated F- and NO3- concentrations in Datan Town, Fengning County, Chengde City, Hebei Province. A total of 91 groundwater samples were collected, 20 hydrogeochemical parameters were analyzed, and a health risk assessment was conducted using the HHRA model. In the study area, 15.38% of F- and 32.97% of NO3- concentrations were elevated, exceeding China's maximum permissible limits for drinking water (1.0 mg/L and 10 mg/L, respectively). The formation of high-F- groundwater was primarily attributed to fluorite dissolution, while increased NO3- levels resulted mainly from human activities. Health risk assessments for ions posing potential human health hazards revealed significant non-carcinogenic risks for F- and NO3- in both adults and children, exceeding acceptable thresholds (HI>1). For carcinogenic risks, all samples exceeded the acceptable threshold (1×10-6), with As playing a dominant role in groundwater carcinogenic risk. This study holds significant importance. It provides a comprehensive examination of groundwater hydrogeochemistry and health risk assessment in the study area, filling a gap in the knowledge of the Chengde Bashang region. It assists decision-makers in the Datan area in formulating long-term plans for groundwater resource development and lays a foundation for subsequent research.

  • Open Access

    Spatiotemporal Evolution Characteristics of Groundwater Level in the Hebei Plain During the Past Six Decades

    by Wei Xu, Zizhao Cai, Xiaohua Tian, Qin Zhu, Zhiguang Yang, Shuangying Li

    Intensified water consumption has driven rapid groundwater depletion globally, threatening economic and environmental sustainability. Understanding large-scale groundwater dynamics has been constrained by the scarcity of long-term, high-resolution records. This study uses multi-decadal, high-density groundwater level monitoring data from the Southern Hebei Plain (SHP) to analyze the evolution of the groundwater flow field and depression cones from 1959 to 2020. We quantitatively characterize trends over six decades and assess the impact of the South-to-North Water Diversion Project (SNWD). The regional flow field shifted from a natural topographic-driven pattern (foothills to coast) in the 1960s to localized systems centered on depression cones by the 1980s. Subsequent management policies and the SNWD have progressively reduced the extent of these cones, facilitating a partial recovery of the regional flow pattern towards its original direction. Shallow aquifer levels declined steeply from the 1980s until 2016, particularly along the Taihang Mountains’ alluvial fan margins, with cumulative drawdown of 20–60 m. After SNWD implementation, levels stabilized and began recovering in piedmont urban areas. Deep aquifer levels generally declined from the 1980s to 2016, with the most significant drawdown (40–90 m) occurring in the central–eastern plain. The recovery of deep aquifers lagged behind shallow ones. These results provide critical insights for supporting sustainable groundwater management and depression cone recovery in the Hebei Plain.


  • Open Access

    Hydrogeochemical Characteristics and Groundwater Quality in Chengde Bashang Area, China

    by Wei Xu, Yan Dong, Xiaohua Tian, Zizhao Cai, Hao Zhai, Siyang Qin

    This study aims to investigate hydrogeochemical characteristics and groundwater quality in the Bashang Area in Chengde and to discuss factors controlling the groundwater quality. A total of 91 groundwater samples were collected and a fuzzy synthetic evaluation (FSE) method was used for assessing groundwater quality. Results show the groundwater chemistry in the study area is predominantly characterized by HCO3−-Ca type waters. Rock weathering processes dominate the hydrogeochemical processes within the study area, while also being influenced by evaporation and concentration effects. The results of the fuzzy evaluation indicate that 94.5% of groundwater samples are of good quality and suitable for drinking (Classes I, II, and III), while 5.5% are of poor quality and unsuitable for drinking (Class IV). Among these, bedrock fissure water exhibited superior quality. Within clastic rock pore water, elevated levels of NO3− and F− ions were observed in certain localized areas. The exceedance of NO3− concentrations stems from agricultural expansion, where the application of nitrogen fertilizers constitutes the primary driver of local nitrate pollution. Excessive F− levels correlate with the region’s indigenous geological background. Fluoride-bearing minerals such as fluorite and biotite are widely distributed throughout the study area. Intensive evaporation concentrates groundwater, while the region’s slow groundwater flow facilitates the accumulation and enrichment of F− within aquifers.

  • Open Access

    Ordered Indicator Kriging Interpolation Method with Field Variogram Parameters for Discrete Variables in the Aquifers of Quaternary Loose Sediments

    by Guangjun Ji, Zizhao Cai, Keyan Xiao, Yan Lu, Qian Wang

    The characterization of lithology within Quaternary aquifers holds significant geological importance for the protection, management, and utilization of groundwater resources, yet it continues to present considerable challenges. Indicator Kriging (IK) is a non-parametric, probability-based method of spatial interpolation. It considers the correlation and variability between data points, and its popularity stems from its alignment with geological experts’ principles. However, it still encounters issues in complex geological conditions. To address the limited capacity of conventional IK in reproducing geological variables within heterogeneous geological settings, this study develops an ordered IK method incorporating field variogram function parameters. This framework dynamically extends IK applications by integrating stratigraphic extension trends, requiring experts to formalize spatial variation trends into geological knowledge data, subsequently transformed into constraint parameters for interpolation. Estimation paths are determined via Euclidean distances between points-to-be-estimated and valid data, executing ordered IK following near-to-far and bottom-to-top principles. Results directly depict QLS formation spatial distributions or undergo expert modification for quantitative analysis, demonstrating superior integration of geological knowledge compared to empirical variogram fitting and partitioned IK estimation. The method reduces deviation from expert-interpreted spatial distributions while maintaining computational efficiency and multi-factor integration, with three case analyses confirming enhanced accuracy in lithology distribution reproduction and improved geostructural congruence in complex geological reconstruction. This approach revitalizes Kriging applications in complex geological research, synergizing domain cognition with computational efficacy to advance precision in geological characterization and support government decision-making.

  • Open Access

    Hydrogeological Parameters Identification in the Qingtongxia Irrigation Area Using Canal Stage Fluctuations

    by Zizhao Cai, Chuan Lu, Wei Xu, Ping Wu, Lei Fang, Yongping Li

    Accurate characterization of aquifer hydrogeological parameters is critical for sustainable groundwater resource management. Traditional methods such as pumping tests often assume aquifer homogeneity and require substantial resources, limiting their applicability for large-scale heterogeneous systems. This study proposes a novel approach to estimate the spatial distribution of hydraulic conductivity (T) and specific storage (Ss) in the Qingtongxia Irrigation Area, utilizing canal stage fluctuations as natural stimuli. By analyzing high-frequency groundwater level responses from monitoring wells during irrigation channel operations, we employed a Sequential Linear Estimator (SLE) method combined with canal stage tomography to invert aquifer parameters. The results demonstrate that the inverted hydraulic conductivity distribution aligns well with lithological variations and historical data, showing higher values in the southern alluvial fan and lower values in the northern plains. The SLE method effectively captured aquifer heterogeneity, with RMSE and correlation coefficients between pumping test and inversion results improving to 1.81 and 0.76 after excluding outliers. This work highlights the potential of natural stimuli (e.g., irrigation-induced canal fluctuations) for basin-scale hydrogeological parameter estimation, offering a cost-effective alternative to traditional methods. The findings provide valuable insights for groundwater modeling and resource management in arid regions with intensive irrigation systems.


  • Top Cited Papers
    Open Access

    Evaluation of groundwater quality and health risk assessment in Dawen River Basin, North China

    by Shanming Wei, Yaxin Zhang, Zizhao Cai, Dongwei Bi, Haihong Wei, Xuefei Zheng, Xubo Man


  • Open Access

    Hydrochemical Characteristics of Arsenic in Shallow Groundwater in Various Unconsolided Sediment Aquifers: A Case Study in Hetao Basin in Inner Mongolia, China

    by Zizhao Cai, Lingxia Liu, Wei Xu, Ping Wu, Chuan Lu

    This study focused on the entire Hetao Basin, which can fall into four hydrogeological units, the Houtao Plain, Sanhuhe Plain, Hubao Plain, and South Bank Plain of the Yellow River, all of which are under different geological and environmental conditions. To systematically investigate the hydrochemical characteristics and spatial distribution of high-As groundwater (As > 10 μg/L), 974 samples were collected from shallow groundwater. As indicated from the results, high-As groundwater had an extensive distribution, and its spatial distribution in the four hydrogeological units exhibited significant variability. Three concentrated distribution areas were reported with high-As groundwater, which were all in the discharge areas of groundwater, and the arsenic contents in the groundwater were found to exceed 50 μg/L. The hydrochemical types of high-As groundwater in the HT Plain and the SHH Plain consisted of HCO3 SO4·Cl for anions and Na for cations, while those in the other two plains included HCO3 for anions as well as Na·Mg·Ca for cations. According to the pH values, the groundwater was weakly alkaline in the areas with high-As groundwater, and arsenic primarily existed as arsenite. Furthermore, high-As groundwater in the Hetao Basin was characterized by high contents of Fe (mean value of 2.77 mg/L) and HCO3− (mean value of 460 mg/L) and a low relative concentration of SO42− (average value of 310 mg/L). This study did not identify any significant correlation between groundwater arsenic and other ions (e.g., Fe2+, Fe3+, HCO3−, SO42−, NO2− and NO3−) in the entire Hetao Basin over a wide range of hydrogeological units. The results remained unchanged after the four hydrogeological units were analyzed. The special sedimentary environment evolution of the Hetao Basin was found as the prerequisite for the formation of high-arsenic groundwater. Furthermore, groundwater runoff conditions and hydrogeochemical processes in the basin were indicated as the factors controlling the formation of high-arsenic groundwater.


  • Open Access

    Interaction between Surface Water and Groundwater in Yinchuan Plain

    by Zizhao Cai, Wenke Wang, Ming Zhao, Zhitong Ma, Chuan Lu, Ying Li

    The interaction of surface water (SW) and groundwater (GW) is becoming more and more complex under the effects of climate change and human activity. It is of great significance to fully understand the characteristics of regional SW–GW circulation to reveal the water circulation system and the effect of its evolution mechanism to improve the rational allocation of water resources, especially in arid and semi-arid areas. In this paper, Yinchuan Plain is selected as the study area, where the SW–GW interaction is intensive. Three typical profiles are selected to build two-dimensional hydrogeological structure models, using an integrated approach involving field investigation, numerical simulation, hydrogeochemistry and isotope analysis. The SW–GW transformation characteristics are analyzed with these models, showing that geological structure controls the SW–GW interaction in Yinchuan Plain. The SW–GW flow system presents a multi-level nested system including local, intermediate and regional flow systems. The runoff intensity and renewal rate of different flow systems are evidently different, motivating evolution of the hydro-chemical field; human activities (well mining, agricultural irrigation, ditch drainage, etc.) change the local water flow system with a certain impacting width and depth, resulting in a variation of the hydrological and hydro-chemical fields. This study presents the efficacy of an integrated approach combining numerical simulation, hydrogeochemistry and isotope data, as well as an analysis for the determination of GW-SW interactions in Yinchuan Plain.