{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T07:44:23Z","timestamp":1770536663705,"version":"3.49.0"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T00:00:00Z","timestamp":1693180800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T00:00:00Z","timestamp":1693180800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Earth Sci Inform"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s12145-023-01089-2","type":"journal-article","created":{"date-parts":[[2023,8,28]],"date-time":"2023-08-28T07:02:36Z","timestamp":1693206156000},"page":"3191-3207","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Mapping petrophysical properties with seismic inversion constrained by laboratory based rock physics model"],"prefix":"10.1007","volume":"16","author":[{"given":"Siddharth","family":"Garia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arnab Kumar","family":"Pal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shreya","family":"Katre","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Satyabrata","family":"Nayak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"K.","family":"Ravi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Archana M.","family":"Nair","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,8,28]]},"reference":[{"key":"1089_CR1","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.jngse.2017.10.010","volume":"49","author":"A Ali","year":"2018","unstructured":"Ali A, Alves TM, Saad FA, Ullah M, Toqeer M, Hussain M (2018) Resource potential of gas reservoirs in South Pakistan and adjacent Indian subcontinent revealed by post-stack inversion techniques. J Nat Gas Sci Eng 49:41\u201355. https:\/\/doi.org\/10.1016\/j.jngse.2017.10.010","journal-title":"J Nat Gas Sci Eng"},{"key":"1089_CR2","doi-asserted-by":"publisher","first-page":"107461","DOI":"10.1016\/j.petrol.2020.107461","volume":"194","author":"M Ali","year":"2020","unstructured":"Ali M, Ma H, Pan H, Ashraf U, Jiang R (2020) Building a rock physics model for the formation evaluation of the Lower Goru sand reservoir of the Southern Indus Basin in Pakistan. J Pet Sci Eng 194:107461. https:\/\/doi.org\/10.1016\/j.petrol.2020.107461","journal-title":"J Pet Sci Eng"},{"issue":"3","key":"1089_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s12040-021-01696-x","volume":"130","author":"V Ambati","year":"2021","unstructured":"Ambati V, Sharma S, Babu MN, Nair RR (2021) Laboratory measurements of ultrasonic wave velocities of rock samples and their relation to log data: A case study from Mumbai offshore. J Earth Syst Sci 130(3):1\u201318. https:\/\/doi.org\/10.1007\/s12040-021-01696-x","journal-title":"J Earth Syst Sci"},{"key":"1089_CR4","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.jappgeo.2014.06.016","volume":"108","author":"HR Ansari","year":"2014","unstructured":"Ansari HR (2014) Use seismic colored inversion and power law committee machine based on imperial competitive algorithm for improving porosity prediction in a heterogeneous reservoir. J Appl Geophys 108:61\u201368. https:\/\/doi.org\/10.1016\/j.jappgeo.2014.06.016","journal-title":"J Appl Geophys"},{"key":"1089_CR5","volume-title":"Quantitative seismic interpretation: Applying rock physics tools to reduce interpretation risk","author":"P Avseth","year":"2010","unstructured":"Avseth P, Mukerji T, Mavko G (2010) Quantitative seismic interpretation: Applying rock physics tools to reduce interpretation risk. Cambridge University Press, Cambridge"},{"key":"1089_CR6","first-page":"124","volume":"17","author":"IA Aziz","year":"2017","unstructured":"Aziz IA, Jaafar J, Gilal AR (2017) The Study of OpenDtect Seismic Data Interpretation and Visualization Package in Relation to Seismic Interpretation and Visualization Models. IJCSNS Int. J Comput Sci Netw Secur 17:124\u2013134","journal-title":"J Comput Sci Netw Secur"},{"key":"1089_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-2068-6","volume-title":"Cased-hole log analysis and reservoir performance monitoring","author":"RM Bateman","year":"2015","unstructured":"Bateman RM (2015) Cased-hole log analysis and reservoir performance monitoring. Springer, New York"},{"key":"1089_CR8","unstructured":"Bharali B, Borgohain P (2013) Few characteristics of Tipam sandstone formation within oilfield areas of Upper Assam\u2013a study based on wireline log data. J Earth Sci 36\u201345"},{"key":"1089_CR9","first-page":"100100","volume":"7","author":"D Bhuyan","year":"2022","unstructured":"Bhuyan D, Borgohain P, Bezbaruah D (2022) Diagenesis and reservoir quality of Oligocene Barail Group of Upper Assam Shelf, Assam and Assam Arakan basin, India. J Asian Earth Sci: X 7:100100","journal-title":"J Asian Earth Sci: X"},{"issue":"5","key":"1089_CR10","doi-asserted-by":"publisher","first-page":"1272","DOI":"10.1190\/1.1801944","volume":"69","author":"M Bosch","year":"2004","unstructured":"Bosch M (2004) The optimisation approach to lithological tomography: Combining seismic data and petrophysics for porosity prediction. Geophysics 69(5):1272\u20131282. https:\/\/doi.org\/10.1190\/1.1801944","journal-title":"Geophysics"},{"issue":"4","key":"1089_CR11","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1007\/s12594-017-0741-5","volume":"90","author":"S Datta Gupta","year":"2017","unstructured":"Datta Gupta S, Gupta R (2017) Importance of coloured inversion technique for thin hydrocarbon sand reservoir detection\u2013A case in mid Cambay basin. J Geol Soc India 90(4):485\u2013494. https:\/\/doi.org\/10.1007\/s12594-017-0741-5","journal-title":"J Geol Soc India"},{"key":"1089_CR12","unstructured":"Deb SS, Barua I (2016) Depositional environment, reservoir characteristics and extent of sediments of Langpar and Lakadong Therria in Chabua area of upper Assam basin. In: 8th Biennial international conference and exposition on petroleum geophysics, Hyderabad,\u00a0India, p 177.\u00a0https:\/\/www.spgindia.org\/2010\/177.pdf. Accessed (Vol. 14)"},{"key":"1089_CR13","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511843655","volume-title":"Seismic reflections of rock properties","author":"J Dvorkin","year":"2014","unstructured":"Dvorkin J, Gutierrez MA, Grana D (2014) Seismic reflections of rock properties. Cambridge University Press, Cambridge"},{"key":"1089_CR14","doi-asserted-by":"publisher","first-page":"105265","DOI":"10.1016\/j.marpetgeo.2021.105265","volume":"133","author":"S Farouk","year":"2021","unstructured":"Farouk S, Sen S, Ganguli SS, Abuseda H, Debnath A (2021) Petrophysical assessment and permeability modeling utilising core data and machine learning approaches\u2013A study from the Badr El Din-1 field. Egypt. Mar Pet Geol 133:105265. https:\/\/doi.org\/10.1016\/j.marpetgeo.2021.105265","journal-title":"Egypt. Mar Pet Geol"},{"key":"1089_CR15","doi-asserted-by":"publisher","first-page":"103270","DOI":"10.1016\/j.jngse.2020.103270","volume":"77","author":"R Feng","year":"2020","unstructured":"Feng R (2020) Estimation of reservoir porosity based on seismic inversion results using deep learning methods. J Nat Gas Sci Eng 77:103270. https:\/\/doi.org\/10.1016\/j.jngse.2020.103270","journal-title":"J Nat Gas Sci Eng"},{"issue":"9","key":"1089_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s42452-020-03300-1","volume":"2","author":"S Garia","year":"2020","unstructured":"Garia S, Pal AK, Nair AM, Ravi K (2020) Elastic wave velocities as indicators of lithology-based geomechanical behaviour of sedimentary rocks: an overview. SN Appl Sci 2(9):1\u201321. https:\/\/doi.org\/10.1007\/s42452-020-03300-1","journal-title":"SN Appl Sci"},{"issue":"1","key":"1089_CR17","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1093\/gji\/ggac061","volume":"230","author":"S Garia","year":"2022","unstructured":"Garia S, Pal AK, Ravi K, Nair AM (2022) A multivariate statistical approach in correlating the acoustic properties with petrophysics and mineralogy on sandstones. Geophys J Int 230(1):160\u2013178. https:\/\/doi.org\/10.1093\/gji\/ggac061","journal-title":"Geophys J Int"},{"key":"1089_CR18","doi-asserted-by":"publisher","unstructured":"Garia S, Pal AK, Ravi K, Nair AM (2019) A comprehensive analysis on the relationships between elastic wave velocities and petrophysical properties of sedimentary rocks based on laboratory measurements.\u00a0J Pet Explor Product Technol 1-13. https:\/\/doi.org\/10.1007\/s13202-019-0675-0","DOI":"10.1007\/s13202-019-0675-0"},{"key":"1089_CR19","doi-asserted-by":"publisher","unstructured":"Garia S, Pal AK, Ravi K, Nair AM (2021a) Laboratory assessment on factors controlling the acoustic properties of carbonates: A case study from Bombay offshore. J Pet Sci Eng 108607. https:\/\/doi.org\/10.1016\/j.petrol.2021.108607","DOI":"10.1016\/j.petrol.2021.108607"},{"key":"1089_CR20","doi-asserted-by":"publisher","unstructured":"Garia S, Pal AK, Ravi K, Nair AM (2021b) Prediction of Petrophysical Properties from Seismic Inversion and Neural Network: a case study. In\u00a0EGU General Assembly Conference Abstracts, pp EGU21\u201311824. https:\/\/doi.org\/10.5194\/egusphere-egu21-11824","DOI":"10.5194\/egusphere-egu21-11824"},{"key":"1089_CR21","unstructured":"Garia S, Pal AK, Ravi K, Nair AM (2022a) Principal component analysis-based statistical well log analysis: a case study from Upper Assam Basin. GEOHORIZONS. Soc Pet Geophys 76\u201389"},{"issue":"3","key":"1089_CR22","doi-asserted-by":"publisher","first-page":"1113","DOI":"10.1016\/j.gsf.2018.07.002","volume":"10","author":"T Gogoi","year":"2019","unstructured":"Gogoi T, Chatterjee R (2019) Estimation of petrophysical parameters using seismic inversion and neural network modeling in Upper Assam basin India. Geosci Front 10(3):1113\u20131124","journal-title":"Geosci Front"},{"key":"1089_CR23","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1007\/s12594-021-1644-z","volume":"97","author":"K Hazarika","year":"2021","unstructured":"Hazarika K, Gogoi SB (2021) Clay analysis of Upper Assam Basin for chemical enhanced oil recovery. J Geol Soc India 97:138\u2013144","journal-title":"J Geol Soc India"},{"key":"1089_CR24","unstructured":"Ishwar NB, Bhardwaj A (2013) Petrophysical well log analysis for hydrocarbon exploration in parts of Assam Arakan Basin, India. In\u00a010th Biennial international conference and exposition, society of exploration geophysicists, Kochi,\u00a0India\u00a0(vol 153)"},{"issue":"1","key":"1089_CR25","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1080\/20909977.2020.1768324","volume":"9","author":"A Ismail","year":"2020","unstructured":"Ismail A, Ewida HF, Al-Ibiary MG, Zollo A (2020) Integrated prediction of deep-water gas channels using seismic coloured inversion and spectral decomposition attribute, West offshore, Nile Delta Egypt. NRIAG J Astron Geophys 9(1):459\u2013470. https:\/\/doi.org\/10.1080\/20909977.2020.1768324","journal-title":"NRIAG J Astron Geophys"},{"issue":"2","key":"1089_CR26","doi-asserted-by":"publisher","first-page":"M1","DOI":"10.1190\/geo2012-0215.1","volume":"78","author":"TA Johansen","year":"2013","unstructured":"Johansen TA, Jensen EH, Mavko G, Dvorkin J (2013) Inverse rock physics modeling for reservoir quality prediction. Geophysics 78(2):M1\u2013M18. https:\/\/doi.org\/10.1190\/geo2012-0215.1","journal-title":"Geophysics"},{"key":"1089_CR27","doi-asserted-by":"publisher","first-page":"1073","DOI":"10.1016\/j.jngse.2014.10.027","volume":"21","author":"R Kadkhodaie-Ilkhchi","year":"2014","unstructured":"Kadkhodaie-Ilkhchi R, Moussavi-Harami R, Rezaee R, Nabi-Bidhendi M, Kadkhodaie-Ilkhchi A (2014) Seismic inversion and attributes analysis for porosity evaluation of the tight gas sandstones of the Whicher Range field in the Perth Basin, Western Australia. J Nat Gas Sci Eng 21:1073\u20131083. https:\/\/doi.org\/10.1016\/j.jngse.2014.10.027","journal-title":"J Nat Gas Sci Eng"},{"key":"1089_CR28","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1007\/978-981-33-6370-0_55","volume-title":"Proceedings of the Indian Geotechnical Conference 2019","author":"S Katre","year":"2021","unstructured":"Katre S, Pal AK, Garia S, Ravi K, Nair AM (2021) Influence of grain sorting and grain shape\/Elongation on the intergranular porosity of cubic packing for sedimentary rocks. Proceedings of the Indian Geotechnical Conference 2019. Springer, Singapore, pp 629\u2013640. https:\/\/doi.org\/10.1007\/978-981-33-6370-0_55"},{"key":"1089_CR29","doi-asserted-by":"publisher","unstructured":"Katre S, Nair AM (2022) Modelling the effect of grain anisotropy on inter-granular porosity. J Pet Explor Product Technol 1-19. https:\/\/doi.org\/10.1007\/s13202-021-01332-w","DOI":"10.1007\/s13202-021-01332-w"},{"key":"1089_CR30","doi-asserted-by":"publisher","unstructured":"Kelkar M, Perez G, Chopra A (2002) Applied Geostatistics for Reservoir Characterisation. Soc Pet Eng 264. https:\/\/doi.org\/10.2118\/9781555630959","DOI":"10.2118\/9781555630959"},{"key":"1089_CR31","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1007\/s13202-017-0373-8","volume":"8","author":"M Kumar","year":"2018","unstructured":"Kumar M, Dasgupta R, Singha DK, Singh NP (2018) Petrophysical evaluation of well log data and rock physics modeling for characterization of Eocene reservoir in Chandmari oil field of Assam-Arakan basin, India. J Pet Explor Product Technol 8:323\u2013340","journal-title":"J Pet Explor Product Technol"},{"key":"1089_CR32","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1007\/s13202-019-00805-3","volume":"10","author":"PK Kushwaha","year":"2020","unstructured":"Kushwaha PK, Maurya SP, Singh NP, Rai P (2020) Use of maximum likelihood sparse spike inversion and probabilistic neural network for reservoir characterization: a study from F-3 block, the Netherlands. J Pet Explor Product Technol 10:829\u2013845","journal-title":"J Pet Explor Product Technol"},{"key":"1089_CR33","doi-asserted-by":"crossref","unstructured":"Lancaster S, Whitcombe D (2000, August) Fast-track \u2018coloured\u2019inversion. In: SEG international exposition and annual meeting. Society of Exploration Geophysicists, pp\u00a0SEG\u20131572\u20131575","DOI":"10.1190\/1.1815711"},{"issue":"1","key":"1089_CR34","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1007\/s12145-022-00902-8","volume":"16","author":"A Leisi","year":"2023","unstructured":"Leisi A, Saberi MR (2023) Petrophysical parameters estimation of a reservoir using integration of wells and seismic data: a sandstone case study. Earth Sci Inform 16(1):637\u2013652","journal-title":"Earth Sci Inform"},{"issue":"4","key":"1089_CR35","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.engeos.2021.07.002","volume":"2","author":"D Majumdar","year":"2021","unstructured":"Majumdar D, Devi A (2021) Oilfield geothermal resources of the Upper Assam Petroliferous Basin NE India. Energy Geosci 2(4):246\u2013253","journal-title":"Energy Geosci"},{"key":"1089_CR36","doi-asserted-by":"crossref","unstructured":"Mandal KL, Chakraborty S, Dasgupta R (2011, September) Regional velocity trend in Upper Assam Basin and its relations with basinal depositional history. In: SEG international exposition and annual meeting. Society of Exploration Geophysicists, pp SEG\u20132011\u20131222","DOI":"10.1190\/1.3627423"},{"issue":"2","key":"1089_CR37","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1007\/s12594-019-1153-5","volume":"93","author":"SP Maurya","year":"2019","unstructured":"Maurya SP, Singh KH (2019) Predicting porosity by multivariate regression and probabilistic neural network using model-based and coloured inversion as external attributes: a quantitative comparison. J Geol Soc India 93(2):207\u2013212","journal-title":"J Geol Soc India"},{"key":"1089_CR38","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/978-3-030-45662-7","volume-title":"Seismic inversion methods: a practical approach","author":"SP Maurya","year":"2020","unstructured":"Maurya SP, Singh NP, Singh KH (2020) Seismic inversion methods: a practical approach. Springer, Berlin\/Heidelberg, pp 1\u201318"},{"key":"1089_CR39","unstructured":"Murty KN (1984) Geology and hydrocarbon prospects of Assam Shelf-Recent advances and present status. Pet Asia J (India) 6(4)"},{"key":"1089_CR40","doi-asserted-by":"publisher","unstructured":"Neep JP (2007, June) Time variant coloured inversion and spectral blueing. In: 69th EAGE Conference and Exhibition incorporating SPE EUROPEC 2007. European Association of Geoscientists & Engineers, pp cp\u201327. https:\/\/doi.org\/10.3997\/2214-4609.201401465","DOI":"10.3997\/2214-4609.201401465"},{"key":"1089_CR41","doi-asserted-by":"publisher","unstructured":"Onajite E (2021) Seismic petrophysics and petrophysical well curves analysis for quantitative seismic interpretation. In: Applied techniques to integrated oil and gas reservoir characterization. Elsevier, pp 233\u2013248. https:\/\/doi.org\/10.1016\/B978-0-12-817236-0.00008-X","DOI":"10.1016\/B978-0-12-817236-0.00008-X"},{"key":"1089_CR42","doi-asserted-by":"publisher","first-page":"669","DOI":"10.1007\/s12145-021-00573-x","volume":"14","author":"A Othman","year":"2021","unstructured":"Othman A, Fathy M, Mohamed IA (2021) Application of Artificial Neural Network in seismic reservoir characterization: a case study from Offshore Nile Delta. Earth Sci Inform 14:669\u2013676","journal-title":"Earth Sci Inform"},{"issue":"2","key":"1089_CR43","first-page":"59","volume":"53","author":"AK Pal","year":"2018","unstructured":"Pal AK, Garia S, Ravi K, Nair AM (2018) Porosity Estimation by Digital Image Analysis. ONGC Bullet 53(2):59","journal-title":"ONGC Bullet"},{"key":"1089_CR44","doi-asserted-by":"publisher","first-page":"991","DOI":"10.1007\/978-981-15-6086-6_79","volume-title":"Geotechnical characterization and modelling","author":"AK Pal","year":"2020","unstructured":"Pal AK, Garia S, Ravi K, Nair AM (2020) Influence of packing of grain particles on porosity. Geotechnical characterization and modelling. Springer, Singapore, pp 991\u2013996. https:\/\/doi.org\/10.1007\/978-981-15-6086-6_79"},{"key":"1089_CR45","doi-asserted-by":"publisher","first-page":"103195","DOI":"10.1016\/j.micron.2021.103195","volume":"154","author":"AK Pal","year":"2022","unstructured":"Pal AK, Garia S, Ravi K, Nair AM (2022) Pore scale image analysis for petrophysical modelling. Micron 154:103195. https:\/\/doi.org\/10.1016\/j.micron.2021.103195","journal-title":"Micron"},{"issue":"5","key":"1089_CR46","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1190\/1.3124926","volume":"28","author":"C Sayers","year":"2009","unstructured":"Sayers C, Chopra S (2009) Introduction to this special section: Seismic modeling. Lead Edge 28(5):528\u2013529. https:\/\/doi.org\/10.1190\/1.3124926","journal-title":"Lead Edge"},{"key":"1089_CR47","unstructured":"Wandrey CJ (2004) Sylhet-Kopili\/Barail-Tipam composite total petroleum system, Assam geologic province, India. US Department of the Interior, US Geological Survey, pp 1\u201317"},{"issue":"5","key":"1089_CR48","doi-asserted-by":"publisher","first-page":"3291","DOI":"10.1007\/s11053-020-09641-3","volume":"29","author":"Q Yasin","year":"2020","unstructured":"Yasin Q, Sohail GM, Ding Y, Ismail A, Du Q (2020) Estimation of petrophysical parameters from seismic inversion by combining particle swarm optimisation and multilayer linear calculator. Nat Resources Res 29(5):3291\u20133317. https:\/\/doi.org\/10.1007\/s11053-020-09641-3","journal-title":"Nat Resources Res"},{"key":"1089_CR49","unstructured":"Zaei ME, Rao KS (2019) Characterisation of Tipam sandstone from Digboi oil Field, Upper Assam, India. In: Paper Presented at Indian Geotechnical Conference (IGC 2019),\u00a0Surat, India. Retrieved from: http:\/\/www.igs.org.in:8080\/portal\/igc-proceedings\/igc-2019-surat-proceedings\/TH11\/TH11-38.pdf"},{"issue":"1","key":"1089_CR50","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/S1876-3804(20)60005-2","volume":"47","author":"J Zhang","year":"2020","unstructured":"Zhang J, Xingyao YIN, Zhang G, Yipeng GU, Xianggang FAN (2020) Prediction method of physical parameters based on linearized rock physics inversion. Pet Explor Dev 47(1):59\u201367. https:\/\/doi.org\/10.1016\/S1876-3804(20)60005-2","journal-title":"Pet Explor Dev"}],"container-title":["Earth Science Informatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12145-023-01089-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12145-023-01089-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12145-023-01089-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,8]],"date-time":"2023-12-08T06:26:49Z","timestamp":1702016809000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12145-023-01089-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,28]]},"references-count":50,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["1089"],"URL":"https:\/\/doi.org\/10.1007\/s12145-023-01089-2","relation":{},"ISSN":["1865-0473","1865-0481"],"issn-type":[{"value":"1865-0473","type":"print"},{"value":"1865-0481","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,8,28]]},"assertion":[{"value":"28 June 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 August 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 August 2023","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}