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Volume 39 Issue 3
Jun.  2020
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Article Navigation >  CARSOLOGICA SINICA  > 2020  >  39(3): 335-344
LI Jianhong, PU Jubing, ZHANG Tao, WANG Sainan. Review on application of correlation and spectrum analyses in karst system research[J]. CARSOLOGICA SINICA, 2020, 39(3): 335-344. doi: 10.11932/karst2020y11
Citation: LI Jianhong, PU Jubing, ZHANG Tao, WANG Sainan. Review on application of correlation and spectrum analyses in karst system research[J]. CARSOLOGICA SINICA, 2020, 39(3): 335-344. doi: 10.11932/karst2020y11
shu

Review on application of correlation and spectrum analyses in karst system research

doi: 10.11932/karst2020y11
  • 1.

    Institute of Karst Geology, CAGS/Key Laboratory of Karst Dynamics, MNR& GZAR, Guilin, Guangxi 541004,China

  • 2.

    Institute of Karst Geology, CAGS/Key Laboratory of Karst Dynamics, MNR& GZAR, Guilin, Guangxi 541004,China/Chongqing Key Laboratory of Karst Environment, School of Geographical Sciences, Southwest University, Chongqing 400715,China

  • Publish Date: 2020-06-25
    Abstract
  • The karst aquifer consists of multiple water-bearing media thus is highly heterogeneous. It can be regarded as a filter, in which rainfall is input, physical and chemical parameters such as spring flow, water level, conductivity, and turbidity are output, which can be analyzed by the correlation and spectrum methods. This paper presents a review on this issue. Firstly, it introduces the formation, development process of the basic theory and research significance of correlation and spectrum analyses. Then it summarizes how to select the length, period and type of time series used in correlation and spectrum analyses according to different research purposes. Finally, it points out the limitations of these methods in application to karst system research.

     

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  • [1]
    LAROCQUE M, MANGIN A, RAZACK M, et al. Contribution of correlation and spectral analyses to the regional study of a large karst aquifer (Charente, France)［J］. Journal of Hydrology, 1998, 205(3-4):217-231.
    [2]
    DELBART C, VALDES D, BARBECOT F, et al. Temporal variability of karst aquifer response time established by the sliding-windows cross-correlation method［J］. Journal of Hydrology, 2014, 511(1-4):580-588.
    [3]
    JEANNIN P-Y , SAUTER M. Analysis of karst hydrodynamic behaviour using global approaches: a review［J］. Bull Hydrogéol(Neuchatel), 1998, 16:31-48.
    [4]
    MANGA M. Using springs to study groundwater flow and active geologic processes［J］. Annual Review of Earth and Planetary Sciences， 2001, 29(1):201-228.
    [5]
    MAILLET E T.Essais d'hydraulique souterraine & fluviale［M］. Hermann, Pair, 1905.
    [6]
    DROGUE C. Analyse statistique des hydrogrammes de decrues des sources karstiques statistical analysis of hydrographs of karstic springs［J］. Journal of Hydrology, 1972, 15(1):49-68.
    [7]
    MANGIN A. Contribution à l'étude hydrodynamique des aquifères karstiques［M］. Université de Dijon, 1975.
    [8]
    BONACCI O. Karst springs hydrographs as indicators of karst aquifers［J］. Hydrological Sciences Journal, 1993, 38(1):51-62.
    [9]
    THRAIKILL J. Drawdown interval analysis: A method of determining the parameters of shallow conduit-flow carbonate aquifers from pumping tests［J］. Water Resources Research, 1988, 24(8):1423-1428.
    [10]
    MCCONNELL C L. Double porosity well testing in the fractured carbonate rocks of the Ozarks［J］. Groundwater, 1993, 31(1):75-83.
    [11]
    KOGOV J, PETRIè M. Tracing tests as a tool for the estimation of possible impacts of human activities on karst waters examples from Slovenia［J］. Materials and Geoenvironment, 2003, 50(1):161-164.
    [12]
    赵一, 李衍青, 覃星铭, 等. 南洞地下河岩溶管道展布及结构特征的示踪试验解析［J］. 中国岩溶, 2017, 36(2):226-233.
    [13]
    JACOB T, BAYER R, CHERY J, et al. Absolute gravity monitoring of water storage variation in a karst aquifer on the larzac plateau (Southern France)［J］. Journal of Hydrology, 2008, 359(1-2):105-117.
    [14]
    蒲俊兵, 袁道先, 蒋勇军, 等. 重庆岩溶地下河水文地球化学特征及环境意义［J］. 水科学进展, 2010, 21(5):628-636.
    [15]
    BAILLY‐COMTE V, MARTIN J B, SCREATON E. Time variant cross correlation to assess residence time of water and implication for hydraulics of a sink‐rise karst system［J］. Water Resources Research, 2011, 47(5): 1-16.
    [16]
    PADILLA A, PULIDO-BOSCH A. Study of hydrographs of karstic aquifers by means of correlation and cross-spectral analysis［J］. Journal of Hydrology, 1995, 168(1-4):73-89.
    [17]
    LIU L, CHEN X, XU G, et al. Use of hydrologic time-series data for identification of hydrodynamic function and behavior in a karstic water system in China［J］. Hydrogeology Journal, 2011, 19(8):1577-1585.
    [18]
    SMITH M B, KOREN V I, ZHANG Z, et al. Runoff response to spatial variability in precipitation: an analysis of observed data［J］. Journal of Hydrology, 2004, 298(1-4):267-286.
    [19]
    FIORILLO F, DOGLIONI A. The relation between karst spring discharge and rainfall by cross-correlation analysis (Campania, southern Italy)［J］. Hydrogeology Journal, 2010, 18(8):1881-1895.
    [20]
    郑雪, 陈喜, 张志才. 贵州普定陈旗喀斯特泉的降雨-径流响应特征分析［J］. 地球与环境, 2014, 42(1):221-227.
    [21]
    LONG A J. RRAWFLOW: Rainfall-response aquifer and watershed flow model (v1. 15)［J］. Geoscientific Model Development, 2015, 8(3):865-880.
    [22]
    BEVEN K, YOUNG P. A guide to good practice in modeling semantics for authors and referees［J］. Water Resources Research, 2013, 49(8):5092-5098.
    [23]
    MAYAUD C, WAGNER T, BENISCHKE R, et al. Single event time series analysis in a binary karst catchment evaluated using a groundwater model (Lurbach system, Austria)［J］. Journal of Hydrology, 2014, 511 (1-4):628-639.
    [24]
    LEDOLTER J. The analysis of multivariate time series applied to problems in hydrology［J］. Journal of Hydrology, 1978, 36(3-4):327-352.
    [25]
    MANGIN A. Pour une meilleure connaissance des systèmes hydrologiques à partir des analyses corrélatoire et spectrale［J］. Journal of Hydrology， 1984, 67(1-4):25-43.
    [26]
    LEE J-Y , LEE K-K . Use of hydrologic time series data for identification of recharge mechanism in a fractured bedrock aquifer system［J］. Journal of Hydrology, 2000, 229(3-4):190-201.
    [27]
    RAHNEMAEI M, ZARE M, NEMATOLLAHI A, et al. Application of spectral analysis of daily water level and spring discharge hydrographs data for comparing physical characteristics of karstic aquifers［J］. Journal of Hydrology, 2005, 311(1-4):106-116.
    [28]
    CAI Z, OFTERDINGER U. Analysis of groundwater-level response to rainfall and estimation of annual recharge in fractured hard rock aquifers, NW Ireland［J］. Journal of Hydrology, 2016, 535 (3-4):71-84.
    [29]
    BOX G E, JENKINS G M, REINSEL G C, et al.Time series analysis: forecasting and control［M］. John Wiley & Sons, 2015.
    [30]
    DUFFY C, GELHAR L. A frequency domain approach to water quality modeling in groundwater: Theory［J］. Water Resources Research, 1985, 21(8):1175-1184.
    [31]
    MACHIWAL D, JHA M K.Hydrologic time series analysis: theory and practice［M］. Springer Science & Business Media, 2012.
    [32]
    JENKINS G M, WATTS D G.Spectral analysis and its applications ［M］. Holden Day, San Francisco, CA, 1968.
    [33]
    BATH, MARKUS.Spectral analysis in geophysics［M］.Elsevier Scientific Publish, New York，1974.
    [34]
    LAMBRAKIS N, ANDREOU A, POLYDOROPOULOS P, et al. Nonlinear analysis and forecasting of a brackish karstic spring［J］. Water Resources Research, 2000, 36(4):875-884.
    [35]
    MASSEI N, DUPONT J-P , MAHLER B, et al. Investigating transport properties and turbidity dynamics of a karst aquifer using correlation, spectral, and wavelet analyses［J］. Journal of Hydrology, 2006, 329(1-2):244-257.
    [36]
    MANGIN A. Ecoulement en milieu karstique ［J］. Annales des Mines, 1984, 5(6)：135-142.
    [37]
    PANAGOPOULOS G, LAMBRAKIS N. The contribution of time series analysis to the study of the hydrodynamic characteristics of the karst systems: Application on two typical karst aquifers of Greece (Trifilia, Almyros Crete)［J］. Journal of Hydrology, 2006, 329(3-4):368-376.
    [38]
    LEE L, LAWRENCE D, PRICE M. Analysis of water-level response to rainfall and implications for recharge pathways in the Chalk aquifer, SE England［J］. Journal of Hydrology, 2006, 330(3-4):604-620.
    [39]
    严启坤, 黄敬熙, 周维新. 论岩溶地下水系统中的快速流与慢速流［J］. 中国岩溶, 1986, 5(4):319-326.
    [40]
    ANGELINI P. Correlation and spectral analysis of two hydrogeological systems in Central Italy［J］. Hydrological Sciences Journal, 1997, 42(3):425-438.
    [41]
    MANGA M. On the timescales characterizing groundwater discharge at springs［J］. Journal of Hydrology, 1999, 219(1-2):56-69.
    [42]
    BAILLY-COMTE V, JOURDE H, ROESCH A, et al. Time series analyses for Karst/River interactions assessment: Case of the Coulazou river (southern France)［J］. Journal of Hydrology, 2008, 349(1-2):98-114.
    [43]
    姜光辉, 郭芳, 于奭. 岩溶水系统的水化学曲线及其在水文地质研究中的应用［J］. 吉林大学学报 (地球科学版), 2015, 45(3):899-907.
    [44]
    BIRK S, LIEDL R, SAUTER M. Identification of localised recharge and conduit flow by combined analysis of hydraulic and physico-chemical spring responses (Urenbrunnen, SW-Germany)［J］.Journal of Hydrology, 2004,286(1-4)：179-193.
    [45]
    BOUCHAOU L, MANGIN A, CHAUVE P. Turbidity mechanism of water from a karstic spring: example of the Ain Asserdoune spring (Beni Mellal Atlas, Morocco)［J］. Journal of Hydrology, 2002, 265(1-4):34-42.
    [46]
    AMRAOUI F, RAZACK M, BOUCHAOU L. Turbidity dynamics in karstic systems. Example of Ribaa and Bittit springs in the Middle Atlas (Morocco)［J］. Hydrological Sciences Journal, 2003, 48(6):971-984.
    [47]
    ANDERSON M P. Heat as a ground water tracer［J］. Ground Water, 2010, 43(6):951-968.
    [48]
    吴志伟, 宋汉周. 地下水温度示踪理论与方法研究进展［J］. 水科学进展. 2011, 20(5):733-740.
    [49]
    MARTIN J B, DEAN R W. Karst Modeling-Temperature as a natural tracer of short residence times for groundwater in karst aquifers［J］. Karst Modeling Karst Waters Institute Special Publication, 1999, 5:236-242.
    [50]
    BENDERITTER Y, ROY B, TABBAGH A. Flow characterization through heat transfer evidence in a carbonate fractured medium: first approach［J］. Water Resources Research, 1993, 29(11):3741-3747.
    [51]
    LIEDL R, RENNER S, SAUTER M. Obtaining information about fracture geometry from heat flow data in karst systems［J］. Bulletin d’Hydrogéologie, 1998, 16:143-153.
    [52]
    郭芳, 姜光辉, 刘绍华，等. 利用泉水电导率频率分布辨别岩溶含水系统的水源组分［J］. 水科学进展， 2018, 29(2):245-251.
    [53]
    MASSEI N, MAHLER B J, BAKALOWICZ M, et al. Quantitative interpretation of specific conductance frequency distributions in karst［J］. Groundwater, 2007, 45(3):288-293.
    [54]
    HESS J W, WHITE W B. Storm response of the karstic carbonate aquifer of southcentral Kentucky［J］. Journal of Hydrology, 1988, 99(3-4):235-252.
    [55]
    AMRAOUI F, RAZACK M, BOUCHAOU L. Comportement d'une source karstique soumise à une sécheresse prolongée: la source Bittit (Maroc)［J］. Comptes Rendus Geoscience, 2004, 336(12):1099-1109.
    [56]
    ATKINSON T C. Diffuse flow and conduit flow in limestone terrain in the Mendip Hills, Somerset (Great Britain)［J］. Journal of Hydrology, 1977, 35(1-2):93-110.
    [57]
    GRASSO D, JEANNIN P. Etude critique des méthodes d’analyse de la réponse globale des systèmes karstiques. Application au site de Bure (JU, Suisse)［J］. Bulletin d’Hydrogéologie de l’Université de Neuchatel， 1994, 13:87-113.
    [58]
    Eisenlohr L, Bouzelboudjen M, Király L, et al. Numerical versus statistical modelling of natural response of a karst hydrogeological system［J］.Journal of hydrology,1997,202(1-4):244-262.
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