Skip to main content
Erschienen in: Environmental Earth Sciences 9/2016

01.05.2016 | Original Article

Geostatistics-based regional characterization of groundwater chemistry in a sedimentary rock area with faulted setting

verfasst von: Lei Lu, Koki Kashiwaya, Katsuaki Koike

Erschienen in: Environmental Earth Sciences | Ausgabe 9/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Sophisticated modeling of a hydrogeological structure and the environment are crucial for underground construction. This study characterizes hydrochemical properties of groundwater in a sedimentary rock area, clarifying their spatial distribution and correlation with geologic structure, and interpreting the groundwater source and chemical evolution. Water samples, geological columns, and well logs to 1-km depth were taken at 10 sites in Horonobe of northern Japan. Toward the objectives, a 3D model of Cl concentration was produced in conjunction with resistivity logging data through kriging estimation and sequential Gaussian cosimulation. Variography shows that the dip of the main Omagari Fault is a control on the spatial correlation structure of Cl concentration. The 3D model shows that this fault and its auxiliary constitute a clear boundary between high and low saline waters, and that Cl concentrations tend to change in accord with sedimentary layer structures. The integration of stable isotope analysis suggests that deep saline water with heavy δD and δ18O originated from fossilized seawater, whereas shallow freshwater with light values is of meteoric water origin. Dilute saline water in the deep part of study area is partially attributable to dehydration of silica minerals. Vertical and lateral groundwater flows are estimated to prevail near the Omagari Fault and be general in other zones, respectively. Difference in the depth of transition zones may be caused by the dominant flow among downward, ascending, and lateral. Consequently, geostatistical techniques and data integration are useful to depict regional groundwater systems with a data set of water investigation limited by quantity and location.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Annunziatellis A, Beaubien S, Bigi S, Ciotoli G, Coltella M, Lombardi S (2008) Gas migration along fault systems and through the vadose zone in the Latera caldera (central Italy): implications for CO2 geological storage. Int J Greenh Gas Control 2(3):353–372. doi:10.1016/j.ijggc.2008.02.003 CrossRef Annunziatellis A, Beaubien S, Bigi S, Ciotoli G, Coltella M, Lombardi S (2008) Gas migration along fault systems and through the vadose zone in the Latera caldera (central Italy): implications for CO2 geological storage. Int J Greenh Gas Control 2(3):353–372. doi:10.​1016/​j.​ijggc.​2008.​02.​003 CrossRef
Zurück zum Zitat Bense VF, Van den Berg EH, Van Balen RT (2003) Deformation mechanisms and hydraulic properties of fault zones in unconsolidated sediments; the Roer Valley Rift System, The Netherlands. Hydrogeol J 11(3):319–332. doi:10.1007/s10040-003-0262-8 CrossRef Bense VF, Van den Berg EH, Van Balen RT (2003) Deformation mechanisms and hydraulic properties of fault zones in unconsolidated sediments; the Roer Valley Rift System, The Netherlands. Hydrogeol J 11(3):319–332. doi:10.​1007/​s10040-003-0262-8 CrossRef
Zurück zum Zitat Caine JS, Evans JP, Forster CB (1996) Fault zone architecture and permeability structure. Geology 24(11):1025–1028CrossRef Caine JS, Evans JP, Forster CB (1996) Fault zone architecture and permeability structure. Geology 24(11):1025–1028CrossRef
Zurück zum Zitat Castelletto N, Gambolati G, Teatini P (2013) Geological CO2 sequestration in multi-compartment reservoirs: geomechanical challenges. J Geophys Res 118(5):2417–2428. doi:10.1002/jgrb.50180 CrossRef Castelletto N, Gambolati G, Teatini P (2013) Geological CO2 sequestration in multi-compartment reservoirs: geomechanical challenges. J Geophys Res 118(5):2417–2428. doi:10.​1002/​jgrb.​50180 CrossRef
Zurück zum Zitat Clark I, Fritz P (1997) Environmental isotopes in hydrogeology. CRC Press, pp 256–259 Clark I, Fritz P (1997) Environmental isotopes in hydrogeology. CRC Press, pp 256–259
Zurück zum Zitat Clayton R, Friedman I, Graf DL, Mayeda TK, Meents WF, Shimp NF (1966) The origin of saline formation waters: 1. Isotopic composition. J Geophys Res 71(16):3869–3882CrossRef Clayton R, Friedman I, Graf DL, Mayeda TK, Meents WF, Shimp NF (1966) The origin of saline formation waters: 1. Isotopic composition. J Geophys Res 71(16):3869–3882CrossRef
Zurück zum Zitat Connolly CA, Walter LM, Baadsgaard H, Longstaffe FJ (1990) Origin and evolution of formation waters, Alberta Basin, Western Canada Sedimentary Basin. II. Isotope systematics and water mixing. Appl Geochem 5:397–413CrossRef Connolly CA, Walter LM, Baadsgaard H, Longstaffe FJ (1990) Origin and evolution of formation waters, Alberta Basin, Western Canada Sedimentary Basin. II. Isotope systematics and water mixing. Appl Geochem 5:397–413CrossRef
Zurück zum Zitat Cressie N (1993) Statistics for Spatial Data, rev. ed. John Wiley & Sons. Inc Cressie N (1993) Statistics for Spatial Data, rev. ed. John Wiley & Sons. Inc
Zurück zum Zitat Desbarats AJ, Bachu S (1994) Geostatistical analysis of aquifer heterogeneity from the core scale to the basin scale: a case study. Water Resour Res 30(3):673–684CrossRef Desbarats AJ, Bachu S (1994) Geostatistical analysis of aquifer heterogeneity from the core scale to the basin scale: a case study. Water Resour Res 30(3):673–684CrossRef
Zurück zum Zitat Deutsch CV, Journel AG (1998) GSLIB: Geostatistical Software Library and User’s Guide (Applied Geostatistics Series), 2 edn. Oxford University Press Deutsch CV, Journel AG (1998) GSLIB: Geostatistical Software Library and User’s Guide (Applied Geostatistics Series), 2 edn. Oxford University Press
Zurück zum Zitat Ferrill DA, Winterle J, Wittmeyer G, Sims D, Colton S, Armstrong A, Morris AP (1999) Stressed rock strains groundwater at Yucca Mountain, Nevada. GSA Today 9(5):1–8 Ferrill DA, Winterle J, Wittmeyer G, Sims D, Colton S, Armstrong A, Morris AP (1999) Stressed rock strains groundwater at Yucca Mountain, Nevada. GSA Today 9(5):1–8
Zurück zum Zitat Flint AL, Flint LE, Kwicklis EM, Bodvarsson GS, Fabryka-martin JM (2001) Hydrology of Yucca Mountain. Nevada. Rev Geophys 39(4):447–470CrossRef Flint AL, Flint LE, Kwicklis EM, Bodvarsson GS, Fabryka-martin JM (2001) Hydrology of Yucca Mountain. Nevada. Rev Geophys 39(4):447–470CrossRef
Zurück zum Zitat Folch A, Mas-Pla J (2008) Hydrogeological interactions between fault zones and alluvial aquifers in regional flow systems. Hydrol Process 22:3476–3487. doi:10.1002/hyp.6956 CrossRef Folch A, Mas-Pla J (2008) Hydrogeological interactions between fault zones and alluvial aquifers in regional flow systems. Hydrol Process 22:3476–3487. doi:10.​1002/​hyp.​6956 CrossRef
Zurück zum Zitat Fujioka N, Saga H (1980) Geological Consideration on the Petroleum Exploration in the Tenpoku Area, Hokkaido, Japan. J Jpn Assoc Pet Technol 45(4):183–192 (in Japanese with English abstract) CrossRef Fujioka N, Saga H (1980) Geological Consideration on the Petroleum Exploration in the Tenpoku Area, Hokkaido, Japan. J Jpn Assoc Pet Technol 45(4):183–192 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Fukusawa H (1985) Late Neogene formations in the Tempoku-Haboro region, Hokkaido, Japan—stratigraphy reinvestigation of the Wakkanai and Koetoi Formation. J Geol Soc Jpn 91(12):833–849. doi:10.5575/geosoc.91.833 CrossRef Fukusawa H (1985) Late Neogene formations in the Tempoku-Haboro region, Hokkaido, Japan—stratigraphy reinvestigation of the Wakkanai and Koetoi Formation. J Geol Soc Jpn 91(12):833–849. doi:10.​5575/​geosoc.​91.​833 CrossRef
Zurück zum Zitat Gassiat C, Gleeson T, Lefebvre R, McKenzie J (2013) Hydraulic fracturing in faulted sedimentary basins: numerical simulation of potential contamination of shallow aquifers over long time scales. Water Resour Res 49(12):8310–8327. doi:10.1002/2013WR014287 CrossRef Gassiat C, Gleeson T, Lefebvre R, McKenzie J (2013) Hydraulic fracturing in faulted sedimentary basins: numerical simulation of potential contamination of shallow aquifers over long time scales. Water Resour Res 49(12):8310–8327. doi:10.​1002/​2013WR014287 CrossRef
Zurück zum Zitat Geological Survey of Japan, AIST (2012) Seamless digital geologic map of Japan 1:200,000, July 3, 2012 version. Research Information Database DB084 Geological Survey of Japan, AIST (2012) Seamless digital geologic map of Japan 1:200,000, July 3, 2012 version. Research Information Database DB084
Zurück zum Zitat Goovaerts P (1997) Geostatistics for natural resources evaluation. Oxford University Press, New York Goovaerts P (1997) Geostatistics for natural resources evaluation. Oxford University Press, New York
Zurück zum Zitat Grobe M, Machel HG (2002) Saline groundwater in the Münsterland Cretaceous Basin, Germany: clues to its origin and evolution. Mar Petrol Geol 19(3):307–322CrossRef Grobe M, Machel HG (2002) Saline groundwater in the Münsterland Cretaceous Basin, Germany: clues to its origin and evolution. Mar Petrol Geol 19(3):307–322CrossRef
Zurück zum Zitat Higashinaka M (2004) Gravity data reprocessing. JNC-TJ5410-2004-003. (in Japanese with English abstract) Higashinaka M (2004) Gravity data reprocessing. JNC-TJ5410-2004-003. (in Japanese with English abstract)
Zurück zum Zitat Higashinaka M, Tsukuwi R, Ohta Y (2002) Exploration of the Underground Structure Using Seismic reflection method in the Horonobe underground research program. JNC-TJ1410-2002-002. (in Japanese with English abstract) Higashinaka M, Tsukuwi R, Ohta Y (2002) Exploration of the Underground Structure Using Seismic reflection method in the Horonobe underground research program. JNC-TJ1410-2002-002. (in Japanese with English abstract)
Zurück zum Zitat Hirooka E (1962) Petroleum Geological Study on Tenpoku District in Hokkaido, Japan. J Jpn Assoc Pet Technol 27(6):323–344 (in Japanese with English abstract) CrossRef Hirooka E (1962) Petroleum Geological Study on Tenpoku District in Hokkaido, Japan. J Jpn Assoc Pet Technol 27(6):323–344 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Ikawa R, Machida I, Koshigai M, Nishizaki S, Marui A (2014) Coastal aquifer system in late Pleistocene to Holocene deposits at Horonobe in Hokkaido, Japan. Hydrogeol J 22(5):987–1002. doi:10.1007/s10040-014-1106-4 CrossRef Ikawa R, Machida I, Koshigai M, Nishizaki S, Marui A (2014) Coastal aquifer system in late Pleistocene to Holocene deposits at Horonobe in Hokkaido, Japan. Hydrogeol J 22(5):987–1002. doi:10.​1007/​s10040-014-1106-4 CrossRef
Zurück zum Zitat Ishii E, Yasue K, Tanaka T, Tsukuwi R, Matsuo K, Sugiyama K, Matsuo S (2006) Three-dimensional distribution and hydrogeological properties of the Omagari Fault in the Horonobe area, northern Hokkaido, Japan. J Geol Soc Jpn 112(5):301–314. doi:10.5575/geosoc.112.301 (in Japanese with English abstract) CrossRef Ishii E, Yasue K, Tanaka T, Tsukuwi R, Matsuo K, Sugiyama K, Matsuo S (2006) Three-dimensional distribution and hydrogeological properties of the Omagari Fault in the Horonobe area, northern Hokkaido, Japan. J Geol Soc Jpn 112(5):301–314. doi:10.​5575/​geosoc.​112.​301 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Iskandar I, Koike K, Sendjaja P (2012) Identifying groundwater arsenic contamination mechanisms in relation to arsenic concentrations in water and host rocks. Environ Earth Sci 65(7):2015–2026. doi:10.1007/s12665-011-1182-x CrossRef Iskandar I, Koike K, Sendjaja P (2012) Identifying groundwater arsenic contamination mechanisms in relation to arsenic concentrations in water and host rocks. Environ Earth Sci 65(7):2015–2026. doi:10.​1007/​s12665-011-1182-x CrossRef
Zurück zum Zitat Iwatsuki T, Ishii E, Niizato T (2009) Scenario development of long-term evolution for deep hydrochemical conditions in Horonobe area, Hokkaido, Japan. J Geogr 118(4):700–716 (in Japanese with English abstract) CrossRef Iwatsuki T, Ishii E, Niizato T (2009) Scenario development of long-term evolution for deep hydrochemical conditions in Horonobe area, Hokkaido, Japan. J Geogr 118(4):700–716 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Kharaka YK, Hanor JS (2005) Deep fluids in the continents: I. Sedimentary basins. In: Drever JI (ed) Surface and ground water, weathering and soils, treatise on geochemistry, vol 5. Elsevier, pp 499–540 Kharaka YK, Hanor JS (2005) Deep fluids in the continents: I. Sedimentary basins. In: Drever JI (ed) Surface and ground water, weathering and soils, treatise on geochemistry, vol 5. Elsevier, pp 499–540
Zurück zum Zitat Kiho K, Oyama T, Mahara Y (1999) Production of the compaction type pore water extraction apparatus and its application to the deep-seated sedimentary rock. J Jpn Soc Eng Geol 40(5):260–269 (in Japanese with English abstract) CrossRef Kiho K, Oyama T, Mahara Y (1999) Production of the compaction type pore water extraction apparatus and its application to the deep-seated sedimentary rock. J Jpn Soc Eng Geol 40(5):260–269 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Kloppmann W, Négrel P, Casanova J, Klinge H, Schelkes K, Guerrot C (2001) Halite dissolution derived brines in the vicinity of a Permian salt dome (N German Basin). Evidence from boron, strontium, oxygen, and hydrogen isotopes. Geochim Cosmochim Acta 65(22):4087–4101CrossRef Kloppmann W, Négrel P, Casanova J, Klinge H, Schelkes K, Guerrot C (2001) Halite dissolution derived brines in the vicinity of a Permian salt dome (N German Basin). Evidence from boron, strontium, oxygen, and hydrogen isotopes. Geochim Cosmochim Acta 65(22):4087–4101CrossRef
Zurück zum Zitat Koaze T, Nogami M, Ono Y, Hirakawa K (eds) (2003) Regional Geomorphology of the Japanese Islands, vol 2. Geomorphology of Hokkaido. Univ. Tokyo Press, Tokyo Koaze T, Nogami M, Ono Y, Hirakawa K (eds) (2003) Regional Geomorphology of the Japanese Islands, vol 2. Geomorphology of Hokkaido. Univ. Tokyo Press, Tokyo
Zurück zum Zitat Krooss BM, Leythaeuser D (1988) Experimental measurements of the diffusion parameters of light hydrocarbons in water-saturated sedimentary rocks—II. Results and geochemical significance. Org Geochem 12(2):91–108CrossRef Krooss BM, Leythaeuser D (1988) Experimental measurements of the diffusion parameters of light hydrocarbons in water-saturated sedimentary rocks—II. Results and geochemical significance. Org Geochem 12(2):91–108CrossRef
Zurück zum Zitat Lachmar TE (1994) Application of fracture-flow hydrogeology to acid-mine drainage at the Bunker Hill Mine, Kellogg, Idaho. J Hydrol 155:125–149CrossRef Lachmar TE (1994) Application of fracture-flow hydrogeology to acid-mine drainage at the Bunker Hill Mine, Kellogg, Idaho. J Hydrol 155:125–149CrossRef
Zurück zum Zitat Matsuo K, Negi T, Yokoi K, Takahashi T, Teshima M (2004) The Survey of the Omagari Fault Using Audio Frequency Magnetotelluric Method in Horonobe Research Project for the Subsurface Environment. JNC-TJ5410-2004-002. (in Japanese with English abstract) Matsuo K, Negi T, Yokoi K, Takahashi T, Teshima M (2004) The Survey of the Omagari Fault Using Audio Frequency Magnetotelluric Method in Horonobe Research Project for the Subsurface Environment. JNC-TJ5410-2004-002. (in Japanese with English abstract)
Zurück zum Zitat Mayer A, May W, Lukkarila C, Diehl J (2007) Estimation of fault-zone conductance by calibration of a regional groundwater flow model: Desert Hot Springs, California. Hydrogeol J 15(6):1093–1106. doi:10.1007/s10040-007-0158-0 CrossRef Mayer A, May W, Lukkarila C, Diehl J (2007) Estimation of fault-zone conductance by calibration of a regional groundwater flow model: Desert Hot Springs, California. Hydrogeol J 15(6):1093–1106. doi:10.​1007/​s10040-007-0158-0 CrossRef
Zurück zum Zitat McIntosh JC, Walter LM (2006) Paleowaters in Silurian-Devonian carbonate aquifers: geochemical evolution of groundwater in the Great Lakes region since the Late Pleistocene. Geochim Cosmochim Ac 70(10):2454–2479. doi:10.1016/j.gca.2006.02.002 CrossRef McIntosh JC, Walter LM (2006) Paleowaters in Silurian-Devonian carbonate aquifers: geochemical evolution of groundwater in the Great Lakes region since the Late Pleistocene. Geochim Cosmochim Ac 70(10):2454–2479. doi:10.​1016/​j.​gca.​2006.​02.​002 CrossRef
Zurück zum Zitat Myers DE (1982) Matrix formulation of co-kriging. Math Geol 14(3):249–257CrossRef Myers DE (1982) Matrix formulation of co-kriging. Math Geol 14(3):249–257CrossRef
Zurück zum Zitat Nakata K, Hasegawa T (2010) Research and development on groundwater dating (Part 10)—Application of groundwater dating by using 4He and 36Cl to groundwater in Horonobe, Hokkaido-, CRIEPI research Report, N09027. (in Japanese with English abstract) Nakata K, Hasegawa T (2010) Research and development on groundwater dating (Part 10)—Application of groundwater dating by using 4He and 36Cl to groundwater in Horonobe, Hokkaido-, CRIEPI research Report, N09027. (in Japanese with English abstract)
Zurück zum Zitat Niizato T, Yasue K (2005) A study on the long-term stability of the geological environments in and around the Horonobe area—consideration of site specific features in assessing of the long-term stability of the geological environments. J Nucl Fuel Cycle Environ 11:125–137 (in Japanese with English abstract) CrossRef Niizato T, Yasue K (2005) A study on the long-term stability of the geological environments in and around the Horonobe area—consideration of site specific features in assessing of the long-term stability of the geological environments. J Nucl Fuel Cycle Environ 11:125–137 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Ogura N, Kamon M (1992) The subsurface structures and hydrocarbon potentials in the Tenpoku and Haboro area, the northern Hokkaido, Japan. J Jpn Assoc Pet Technol 57(1):32–44 (in Japanese with English abstract) CrossRef Ogura N, Kamon M (1992) The subsurface structures and hydrocarbon potentials in the Tenpoku and Haboro area, the northern Hokkaido, Japan. J Jpn Assoc Pet Technol 57(1):32–44 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Oka T (1986) Distribution and tectonic evolution of Late Cenozoic basins in Hokkaido. Monogr Assoc Geol Collab Jpn 31:295–320 (in Japanese with English abstract) Oka T (1986) Distribution and tectonic evolution of Late Cenozoic basins in Hokkaido. Monogr Assoc Geol Collab Jpn 31:295–320 (in Japanese with English abstract)
Zurück zum Zitat Oka T, Igarashi Y (1997) Latest Cenozoic formations in the northern part of Teshio Plain, Hokkaido—sedimentary facies and pollen stratigraphy—in Commemorative Volume on Prof. Kato M. Oka and Kondo (Eds.), pp 341–365. (in Japanese with English abstract) Oka T, Igarashi Y (1997) Latest Cenozoic formations in the northern part of Teshio Plain, Hokkaido—sedimentary facies and pollen stratigraphy—in Commemorative Volume on Prof. Kato M. Oka and Kondo (Eds.), pp 341–365. (in Japanese with English abstract)
Zurück zum Zitat Ota K, Abe H, Kunimaru T (2011) Horonobe Underground Research Laboratory project Synthesis of Phase I Investigation 2001–2005, Volume Geoscientific Research. JAEA-Research-2010-068, Japan Atomic Energy Agency Ota K, Abe H, Kunimaru T (2011) Horonobe Underground Research Laboratory project Synthesis of Phase I Investigation 2001–2005, Volume Geoscientific Research. JAEA-Research-2010-068, Japan Atomic Energy Agency
Zurück zum Zitat Rankama K (1954) Isotope geology. Pergamon Press Ltd, London Rankama K (1954) Isotope geology. Pergamon Press Ltd, London
Zurück zum Zitat Remy N, Boucher A, Wu JB (2011) Applied geostatistics with SGeMS: a user’s guide, reprint edn. Cambridge University Press Remy N, Boucher A, Wu JB (2011) Applied geostatistics with SGeMS: a user’s guide, reprint edn. Cambridge University Press
Zurück zum Zitat Shouakar-Stash O, Alexeev SV, Frape SK, Alexeeva LP, Drimmie RJ (2007) Geochemistry and stable isotopic signatures, including chlorine and bromine isotopes, of the deep groundwaters of the Siberian Platform, Russia. Appl Geochem 22(3):589–605. doi:10.1016/j.apgeochem.2006.12.005 CrossRef Shouakar-Stash O, Alexeev SV, Frape SK, Alexeeva LP, Drimmie RJ (2007) Geochemistry and stable isotopic signatures, including chlorine and bromine isotopes, of the deep groundwaters of the Siberian Platform, Russia. Appl Geochem 22(3):589–605. doi:10.​1016/​j.​apgeochem.​2006.​12.​005 CrossRef
Zurück zum Zitat Simmons C, Narayan K, Woods J, Herczeg A (2002) Groundwater flow and solute transport at the Mourquong saline-water disposal basin, Murray Basin, southeastern Australia. Hydrogeol J 10(2):278–295. doi:10.1007/s10040-002-0192-x CrossRef Simmons C, Narayan K, Woods J, Herczeg A (2002) Groundwater flow and solute transport at the Mourquong saline-water disposal basin, Murray Basin, southeastern Australia. Hydrogeol J 10(2):278–295. doi:10.​1007/​s10040-002-0192-x CrossRef
Zurück zum Zitat Stein ML (1987) Minimum norm quadratic estimation of spatial variograms. J Am Stat Assoc 82(399):765–772CrossRef Stein ML (1987) Minimum norm quadratic estimation of spatial variograms. J Am Stat Assoc 82(399):765–772CrossRef
Zurück zum Zitat Takahashi K, Fukusawa H, Wada N, Hoyanagi K, Oka T (1984) Neogene stratigraphy and paleogeography in the area along the Sea of Japan of northern Hokkaido. Earth Sci (Chikyu Kagaku) 38(5):299–312 (in Japanese with English abstract) Takahashi K, Fukusawa H, Wada N, Hoyanagi K, Oka T (1984) Neogene stratigraphy and paleogeography in the area along the Sea of Japan of northern Hokkaido. Earth Sci (Chikyu Kagaku) 38(5):299–312 (in Japanese with English abstract)
Zurück zum Zitat Tucker ME (2001) Sedimentary petrology: an introduction to the origin of sedimentary rocks, 3rd edn. Wiley-Blackwell, pp 212–213 Tucker ME (2001) Sedimentary petrology: an introduction to the origin of sedimentary rocks, 3rd edn. Wiley-Blackwell, pp 212–213
Zurück zum Zitat White DE, Hem JD, Waring GA (1963) Chemical Composition of Subsurface Waters. In: Fleischer M (ed), Data of geochemistry, Sixth edn. United States Geological Survey White DE, Hem JD, Waring GA (1963) Chemical Composition of Subsurface Waters. In: Fleischer M (ed), Data of geochemistry, Sixth edn. United States Geological Survey
Zurück zum Zitat Yager RM, Kappel WM, Plummer LN (2007) Origin of halite brine in the Onondaga Trough near Syracuse, New York State, USA: modeling geochemistry and variable-density flow. Hydrogeol J 15:1321–1339. doi:10.1007/s10040-007-0186-9 CrossRef Yager RM, Kappel WM, Plummer LN (2007) Origin of halite brine in the Onondaga Trough near Syracuse, New York State, USA: modeling geochemistry and variable-density flow. Hydrogeol J 15:1321–1339. doi:10.​1007/​s10040-007-0186-9 CrossRef
Zurück zum Zitat Yamamoto H (1979) The geologic structure and the sedimentary basin off northern part of the Hokkaido Island. J Jpn Assoc Pet Technol 44(5):260–267 (in Japanese with English abstract) CrossRef Yamamoto H (1979) The geologic structure and the sedimentary basin off northern part of the Hokkaido Island. J Jpn Assoc Pet Technol 44(5):260–267 (in Japanese with English abstract) CrossRef
Zurück zum Zitat Yamamoto T, Shimo M, Fujiwara Y, Hattori H, Tadokoro T, Iwama H, Nago M, Kumamoto S (2002) HDB-1 borehole investigation in Horonobe underground research center. JNC-TJ1400-2002-010. (in Japanese with English abstract) Yamamoto T, Shimo M, Fujiwara Y, Hattori H, Tadokoro T, Iwama H, Nago M, Kumamoto S (2002) HDB-1 borehole investigation in Horonobe underground research center. JNC-TJ1400-2002-010. (in Japanese with English abstract)
Zurück zum Zitat Yasue K, Ishii E (2005) Clarification of the accurate distribution of the Omagari-Toyotomi fault in the Horonobe Town, northern Hokkaido. Act Fault Res 25:39–46 (in Japanese with English abstract) Yasue K, Ishii E (2005) Clarification of the accurate distribution of the Omagari-Toyotomi fault in the Horonobe Town, northern Hokkaido. Act Fault Res 25:39–46 (in Japanese with English abstract)
Zurück zum Zitat Yu WH, Harvey CM, Harvey CF (2003) Arsenic in groundwater in Bangladesh: a geostatistical and epidemiological framework for evaluating health effects and potential remedies. Water Resour Res 39(6):WES1–WES17. doi:10.1029/2002WR001327 CrossRef Yu WH, Harvey CM, Harvey CF (2003) Arsenic in groundwater in Bangladesh: a geostatistical and epidemiological framework for evaluating health effects and potential remedies. Water Resour Res 39(6):WES1–WES17. doi:10.​1029/​2002WR001327 CrossRef
Metadaten
Titel
Geostatistics-based regional characterization of groundwater chemistry in a sedimentary rock area with faulted setting
verfasst von
Lei Lu
Koki Kashiwaya
Katsuaki Koike
Publikationsdatum
01.05.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 9/2016
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-016-5619-0

Weitere Artikel der Ausgabe 9/2016

Environmental Earth Sciences 9/2016 Zur Ausgabe