Skip to main content
Erschienen in: Earth Science Informatics 1/2022

08.10.2021 | Research Article

Engineering application of fuzzy evaluation based on comprehensive weight in the selection of geophysical prospecting methods

verfasst von: Maoxin Su, Congcong Li, Yiguo Xue, Peng Wang, Kai Cheng, Yimin Liu

Erschienen in: Earth Science Informatics | Ausgabe 1/2022

Einloggen

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

search-config
loading …

Abstract

Faced with complex engineering geological problems, the application of comprehensive geophysical prospecting technologies allows for various technical achievements to complement each other, verify each other, reduce the ambiguity in geophysical prospecting results, and improve the accuracy of geophysical prospecting interpretations. At present, comprehensive geophysical prospecting is predominantly a simple synthesis of quantification, lacks effective intelligent decision-making methods, and cannot maintain pace with the development direction of future intelligent geophysical prospecting technologies. Therefore, this study proposes a geophysical prospecting selection evaluation method based on comprehensive weights to realize the transformation from empirical to scientific decision-making. In the proposed method, four criteria—specifically, detection accuracy, technical reliability, economic rationality, and data richness level—are first selected to establish an evaluation index system. Then, analytical hierarchy process and entropy weight method are used to combine subjective experience with objective data to form a comprehensive weight for the evaluation of geophysical prospecting selection through the fuzzy evaluation method. The efficacy of the proposed method was evaluated through application to karst exploration in the limestone mining area of the Hepu in Guangxi, for which an optimal geophysical prospecting scheme, composed of electrical resistivity tomography, microtremor survey method, and cross-hole resistivity computed tomography, was obtained. The scheme realizes the asymptotic detection of karst development from coarse to fine and improves the timeliness and economics of disaster management. These results verify the effectiveness and scientific soundness of the proposed method.

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Abdullah L, Zulkifli N (2015) Integration of fuzzy AHP and interval type-2 fuzzy DEMATEL: an application to human resource management. Expert Syst Appl 42(9):4397–4409CrossRef Abdullah L, Zulkifli N (2015) Integration of fuzzy AHP and interval type-2 fuzzy DEMATEL: an application to human resource management. Expert Syst Appl 42(9):4397–4409CrossRef
Zurück zum Zitat Afshar A, Abedi M, Norouzi GH (2015) Geophysical investigation of underground water content zones using electrical resistivity tomography and ground penetrating radar: a case study in Hesarak-Karaj, Iran. Eng Geol 196:183–193CrossRef Afshar A, Abedi M, Norouzi GH (2015) Geophysical investigation of underground water content zones using electrical resistivity tomography and ground penetrating radar: a case study in Hesarak-Karaj, Iran. Eng Geol 196:183–193CrossRef
Zurück zum Zitat Asadi M, Bagheripour MH, Eftekhari M (2013) Development of optimal fuzzy models for predicting the strength of intact rocks. Comput Geosci-UK 54:107–112CrossRef Asadi M, Bagheripour MH, Eftekhari M (2013) Development of optimal fuzzy models for predicting the strength of intact rocks. Comput Geosci-UK 54:107–112CrossRef
Zurück zum Zitat Bao F, Li ZW, Tian BF (2019) Sediment thickness variations of the Tangshan fault zone in North China from a dense seismic array and microtremor survey. J Asian Earth Sci 185 Bao F, Li ZW, Tian BF (2019) Sediment thickness variations of the Tangshan fault zone in North China from a dense seismic array and microtremor survey. J Asian Earth Sci 185
Zurück zum Zitat Braitenberg C, Sampietro D, Pivetta T (2016) Gravity for detecting caves: airborne and terrestrial simulations based on a comprehensive karstic cave benchmark. Pure Appl Geophys 173(4):1243–1264CrossRef Braitenberg C, Sampietro D, Pivetta T (2016) Gravity for detecting caves: airborne and terrestrial simulations based on a comprehensive karstic cave benchmark. Pure Appl Geophys 173(4):1243–1264CrossRef
Zurück zum Zitat Carrière SD, Chalikakis K, Sénéchal G (2013) Combining electrical resistivity tomography and ground penetrating radar to study geological structuring of karst unsaturated zone. J Appl Geophys 94:31–41CrossRef Carrière SD, Chalikakis K, Sénéchal G (2013) Combining electrical resistivity tomography and ground penetrating radar to study geological structuring of karst unsaturated zone. J Appl Geophys 94:31–41CrossRef
Zurück zum Zitat Confalonieri R, Bregaglio S, Bocchi S (2010) An integrated procedure to evaluate hydrological models. Hydrol Process 24(19):2762–2770CrossRef Confalonieri R, Bregaglio S, Bocchi S (2010) An integrated procedure to evaluate hydrological models. Hydrol Process 24(19):2762–2770CrossRef
Zurück zum Zitat Danielsen JE, Auken E (2003) The application of the transient electromagnetic method in hydrogeophysical surveys. J Appl Geophys 53(4):181–198CrossRef Danielsen JE, Auken E (2003) The application of the transient electromagnetic method in hydrogeophysical surveys. J Appl Geophys 53(4):181–198CrossRef
Zurück zum Zitat Davis JL, Annan AP (2010) Ground-penetrating radar for high-resolution mapping of soil and rock stratigraphy. Geophys Prospect 37(5):531–551CrossRef Davis JL, Annan AP (2010) Ground-penetrating radar for high-resolution mapping of soil and rock stratigraphy. Geophys Prospect 37(5):531–551CrossRef
Zurück zum Zitat Deceuster J, Delgranche J, Kaufmann O (2006) 2D cross-borehole resistivity tomographies below foundations as a tool to design proper remedial actions in covered karst. J Appl Geophys 60(1):68–86CrossRef Deceuster J, Delgranche J, Kaufmann O (2006) 2D cross-borehole resistivity tomographies below foundations as a tool to design proper remedial actions in covered karst. J Appl Geophys 60(1):68–86CrossRef
Zurück zum Zitat Dyer JS (2011) Remarks on the analytic hierarchy process. Manag Sci 36(3):249–258CrossRef Dyer JS (2011) Remarks on the analytic hierarchy process. Manag Sci 36(3):249–258CrossRef
Zurück zum Zitat Feizizadeh B, Roodposhti MS, Jankowski P (2014) A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping. Comput Geosci-UK 73:208–221CrossRef Feizizadeh B, Roodposhti MS, Jankowski P (2014) A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping. Comput Geosci-UK 73:208–221CrossRef
Zurück zum Zitat Fu YV, Gao Y, Li AB (2016) The anisotropic structure in the crust in the northern part of North China from ambient seismic noise tomography. Geophys J Int 204(3):1649–1661CrossRef Fu YV, Gao Y, Li AB (2016) The anisotropic structure in the crust in the northern part of North China from ambient seismic noise tomography. Geophys J Int 204(3):1649–1661CrossRef
Zurück zum Zitat Gao CL (2017) The risk assessment of tunnels based on Grey correlation and entropy weight method. Geotech Geol Eng 36(3):1621–1631CrossRef Gao CL (2017) The risk assessment of tunnels based on Grey correlation and entropy weight method. Geotech Geol Eng 36(3):1621–1631CrossRef
Zurück zum Zitat Gómez-Ortiz D, Martín-Crespo T (2012) Assessing the risk of subsidence of a sinkhole collapse using ground penetrating radar and electrical resistivity tomography. Eng Geol 149:1–12CrossRef Gómez-Ortiz D, Martín-Crespo T (2012) Assessing the risk of subsidence of a sinkhole collapse using ground penetrating radar and electrical resistivity tomography. Eng Geol 149:1–12CrossRef
Zurück zum Zitat Huang HD, Zhao D, Zhang RW (2010) Seismic attribute optimization method based on grey relational analysis and genetic algorithm. Oil Geophys Prospect 45(3):381–383 Huang HD, Zhao D, Zhang RW (2010) Seismic attribute optimization method based on grey relational analysis and genetic algorithm. Oil Geophys Prospect 45(3):381–383
Zurück zum Zitat Jamshidi-Zanjani A, Rezaei M (2017) Landfill site selection using combination of fuzzy logic and multi-attribute decision-making approach. Environ Earth Sci 76(13) Jamshidi-Zanjani A, Rezaei M (2017) Landfill site selection using combination of fuzzy logic and multi-attribute decision-making approach. Environ Earth Sci 76(13)
Zurück zum Zitat Jeannin PY, Malard A, Rickerl D (2015) Assessing karst-hydraulic hazards in tunneling-the Brunnmuhle spring system-Bernese Jura, Switzerland. Environ Earth Sci 74(12):7655–7670CrossRef Jeannin PY, Malard A, Rickerl D (2015) Assessing karst-hydraulic hazards in tunneling-the Brunnmuhle spring system-Bernese Jura, Switzerland. Environ Earth Sci 74(12):7655–7670CrossRef
Zurück zum Zitat Jenifer MA, Jha MK (2017) Comparison of analytic hierarchy process, catastrophe and entropy techniques for evaluating groundwater prospect of hard-rock aquifer systems. J Hydrol 548:605–624CrossRef Jenifer MA, Jha MK (2017) Comparison of analytic hierarchy process, catastrophe and entropy techniques for evaluating groundwater prospect of hard-rock aquifer systems. J Hydrol 548:605–624CrossRef
Zurück zum Zitat Kai L (2011) Progress of surface wave exploration technology in engineering exploration. Chin J Eng Geophys 8(01):97–104 Kai L (2011) Progress of surface wave exploration technology in engineering exploration. Chin J Eng Geophys 8(01):97–104
Zurück zum Zitat Lan JB, Xu Y, Huo LA (2006) Research on weight of fuzzy analytic hierarchy process. Syst Eng Theory Pract 09:107–112 Lan JB, Xu Y, Huo LA (2006) Research on weight of fuzzy analytic hierarchy process. Syst Eng Theory Pract 09:107–112
Zurück zum Zitat Li TB, Meng LB, Zhu J (2009) Comprehensive analysis method of tunnel advanced geological prediction. Chin J Rock Mech Eng 28(12):2429–2436 Li TB, Meng LB, Zhu J (2009) Comprehensive analysis method of tunnel advanced geological prediction. Chin J Rock Mech Eng 28(12):2429–2436
Zurück zum Zitat Liu Z, Shao J, Xu W (2014) Comprehensive stability evaluation of rock slope using the cloud model-based approach. Rock Mech Rock Eng 47(6):2239–2252CrossRef Liu Z, Shao J, Xu W (2014) Comprehensive stability evaluation of rock slope using the cloud model-based approach. Rock Mech Rock Eng 47(6):2239–2252CrossRef
Zurück zum Zitat Liu B, Liu ZY, Li SC (2017) Comprehensive surface geophysical investigation of karst caves ahead of the tunnel face: a case study in the Xiaoheyan section of the water supply project from Songhua River, Jilin, China. J Appl Geophys 144:37–49CrossRef Liu B, Liu ZY, Li SC (2017) Comprehensive surface geophysical investigation of karst caves ahead of the tunnel face: a case study in the Xiaoheyan section of the water supply project from Songhua River, Jilin, China. J Appl Geophys 144:37–49CrossRef
Zurück zum Zitat Lv ZF, Pu SM, Wang SX (2015) Application of comprehensive geophysical prospecting method in landslide stability evaluation. Chin J Geotech Eng 37:142–147 Lv ZF, Pu SM, Wang SX (2015) Application of comprehensive geophysical prospecting method in landslide stability evaluation. Chin J Geotech Eng 37:142–147
Zurück zum Zitat Ma FS, Di QY, Li KP (2016) Application of high-density resistivity method in detecting water bearing structures at a seabed gold mine. Chin J Geophys 59(6):717–724CrossRef Ma FS, Di QY, Li KP (2016) Application of high-density resistivity method in detecting water bearing structures at a seabed gold mine. Chin J Geophys 59(6):717–724CrossRef
Zurück zum Zitat Ma F, He J, Ma J (2017) Evaluation of urban green transportation planning based on central point triangle whiten weight function and entropy-AHP. Transp Res Proc 25:3638–3648 Ma F, He J, Ma J (2017) Evaluation of urban green transportation planning based on central point triangle whiten weight function and entropy-AHP. Transp Res Proc 25:3638–3648
Zurück zum Zitat Martínez-Moreno FJ, Galindo-Zaldívar J, Pedrera A (2014) Integrated geophysical methods for studying the karst system of Gruta de las Maravillas (Aracena, Southwest Spain). J Appl Geophys 107:149–162CrossRef Martínez-Moreno FJ, Galindo-Zaldívar J, Pedrera A (2014) Integrated geophysical methods for studying the karst system of Gruta de las Maravillas (Aracena, Southwest Spain). J Appl Geophys 107:149–162CrossRef
Zurück zum Zitat Newman GA (2010) Deep transient electromagnetic soundings with a grounded source over near-surface conductors. Geophys J Int 98(3):587–601CrossRef Newman GA (2010) Deep transient electromagnetic soundings with a grounded source over near-surface conductors. Geophys J Int 98(3):587–601CrossRef
Zurück zum Zitat Oh HJ, Pradhan B (2011) Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area. Comput Geosci-UK 37(9):1264–1276CrossRef Oh HJ, Pradhan B (2011) Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area. Comput Geosci-UK 37(9):1264–1276CrossRef
Zurück zum Zitat Orlando L, Cardarelli E, Cercato M (2017) Pavement testing by integrated geophysical methods: feasibility, resolution and diagnostic potential. J Appl Geophys 136:462–473CrossRef Orlando L, Cardarelli E, Cercato M (2017) Pavement testing by integrated geophysical methods: feasibility, resolution and diagnostic potential. J Appl Geophys 136:462–473CrossRef
Zurück zum Zitat Pace F, Godio A, Santilano A (2019) Joint optimization of geophysical data using multi-objective swarm intelligence. Geophys J Int 218(3):1502–1521CrossRef Pace F, Godio A, Santilano A (2019) Joint optimization of geophysical data using multi-objective swarm intelligence. Geophys J Int 218(3):1502–1521CrossRef
Zurück zum Zitat Pourghasemi HR, Pradhan B (2013) Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran. Arab J Geosci 6(7):2351–2365CrossRef Pourghasemi HR, Pradhan B (2013) Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran. Arab J Geosci 6(7):2351–2365CrossRef
Zurück zum Zitat Sener E, Sener S (2015) Evaluation of groundwater vulnerability to pollution using fuzzy analytic hierarchy process method. Environ Earth Sci 73(12):8405–8424CrossRef Sener E, Sener S (2015) Evaluation of groundwater vulnerability to pollution using fuzzy analytic hierarchy process method. Environ Earth Sci 73(12):8405–8424CrossRef
Zurück zum Zitat Su MX, Qian QH, Li SC (2011) An advance geology prediction method of urban subway under karst geological conditions. Chin J Rock Mech Eng 30(7):1428–1434 Su MX, Qian QH, Li SC (2011) An advance geology prediction method of urban subway under karst geological conditions. Chin J Rock Mech Eng 30(7):1428–1434
Zurück zum Zitat Sun TX, Hao JX, Niu JX (2013) The application of Ture reflection tomography and drilling comprehensive advanced geological forecast technology to the mine. Chin J Eng Geophys 10(01):123–126 Sun TX, Hao JX, Niu JX (2013) The application of Ture reflection tomography and drilling comprehensive advanced geological forecast technology to the mine. Chin J Eng Geophys 10(01):123–126
Zurück zum Zitat Sun HF, Cheng M, Su CX (2017) Characterization of shallow karst using electrical resistivity imaging in a limestone mining area. Environ Earth Sci 76(22) Sun HF, Cheng M, Su CX (2017) Characterization of shallow karst using electrical resistivity imaging in a limestone mining area. Environ Earth Sci 76(22)
Zurück zum Zitat Theodoridou PG, Varouchakis EA, Karatzas GP (2017) Spatial analysis of groundwater levels using fuzzy logic and geostatistical tools. J Hydrol 555:242–252CrossRef Theodoridou PG, Varouchakis EA, Karatzas GP (2017) Spatial analysis of groundwater levels using fuzzy logic and geostatistical tools. J Hydrol 555:242–252CrossRef
Zurück zum Zitat Wang J (2012) The application of seismic wave exploration method to the detection of goaf in small coal mine. Geophys Geochem Explor 36(135):124–127 Wang J (2012) The application of seismic wave exploration method to the detection of goaf in small coal mine. Geophys Geochem Explor 36(135):124–127
Zurück zum Zitat Wang XH, Yang ZH, Hong DJ (2019) Comprehensive geophysical interpretation of the deep geological structure in northern Nanjing-Wuhu basin. J Geol 43(02):288–295 Wang XH, Yang ZH, Hong DJ (2019) Comprehensive geophysical interpretation of the deep geological structure in northern Nanjing-Wuhu basin. J Geol 43(02):288–295
Zurück zum Zitat Wilken D, Rabbel W (2012) On the application of particle swarm optimization strategies on Scholte-wave inversion. Geophys J Int 190(1):580–594CrossRef Wilken D, Rabbel W (2012) On the application of particle swarm optimization strategies on Scholte-wave inversion. Geophys J Int 190(1):580–594CrossRef
Zurück zum Zitat Xu PF, Ling SQ, Li CJ (2012) Mapping deeply-buried geothermal faults using microtremor array analysis. Geophys J Int 188(1):115–122CrossRef Xu PF, Ling SQ, Li CJ (2012) Mapping deeply-buried geothermal faults using microtremor array analysis. Geophys J Int 188(1):115–122CrossRef
Zurück zum Zitat Xu S, Xu D, Liu L (2019) Construction of regional informatization ecological environment based on the entropy weight modified ahp hierarchy model. Sustain Comput 22:26–31 Xu S, Xu D, Liu L (2019) Construction of regional informatization ecological environment based on the entropy weight modified ahp hierarchy model. Sustain Comput 22:26–31
Zurück zum Zitat Yang JQ, Qian RY, Deng GL (2012) Applied research Rayleigh wave refraction tomography and cross-borehole seismic CT exploration in survey of Bedrock foundation. Chin J Eng Geophys 9(02):231–237 Yang JQ, Qian RY, Deng GL (2012) Applied research Rayleigh wave refraction tomography and cross-borehole seismic CT exploration in survey of Bedrock foundation. Chin J Eng Geophys 9(02):231–237
Zurück zum Zitat Zhang K, Tannant DD, Zheng W (2018) Prediction of karst for tunnelling using fuzzy assessment combined with geological investigations. Tunn Undergr Sp Tech 80:64–77CrossRef Zhang K, Tannant DD, Zheng W (2018) Prediction of karst for tunnelling using fuzzy assessment combined with geological investigations. Tunn Undergr Sp Tech 80:64–77CrossRef
Metadaten
Titel
Engineering application of fuzzy evaluation based on comprehensive weight in the selection of geophysical prospecting methods
verfasst von
Maoxin Su
Congcong Li
Yiguo Xue
Peng Wang
Kai Cheng
Yimin Liu
Publikationsdatum
08.10.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
Earth Science Informatics / Ausgabe 1/2022
Print ISSN: 1865-0473
Elektronische ISSN: 1865-0481
DOI
https://doi.org/10.1007/s12145-021-00701-7

Weitere Artikel der Ausgabe 1/2022

Earth Science Informatics 1/2022 Zur Ausgabe

Premium Partner