فصلنامه علمی علوم زمین

فصلنامه علمی علوم زمین

چهارچوب داده‌محور برای دسته‌بندی و معرفی حوضه‌های زمین‌ساختی-رسوبی با استفاده از برنامه‌نویسی پایتون

نوع مقاله : مقاله پژوهشی

نویسنده
پژوهشکده علوم زمین، سازمان زمین‌شناسی و اکتشافات معدنی کشور، تهران، ایران
چکیده
در این پژوهش، یک چارچوب داده‌محور برای معرفی و طبقه‌بندی حوضه‌های زمین‌ساختی- رسوبی طراحی شده که با بهره‌گیری از زبان برنامه‌نویسی پایتون در قالب نرم‌افزار تخصصی TSBP (Tectono-Sedimentary Basins Program)  توسعه یافته است. هدف از طراحی این نرم‌افزار، ایجاد بستری تعاملی برای شناخت ویژگی‌های ۳۲ نوع حوضه در 5 جایگاه زمین‌ساختی اصلی شامل واگرا، همگرا، درون‌صفحه‌ای، تبدیلی و متفرقهترکیبی است. داده‌های ارائه شده برای حوضه‌ها شامل ویژگی‌های ساختاری، ژئوشیمیایی، سنگ‌شناسی، نرخ‌های رسوب‌گذاری، منابع معدنی و نگاره‌های نمادین بوده که از منابع علمی معتبر گردآوری و در قالب فایل‌های قابل پردازش ساماندهی شده‌اند. نرم‌افزار TSBP با استفاده از کتابخانه‌های تخصصی پایتون طراحی شده و قابلیت‌هایی مانند جستجوی تعاملی، نمایش اطلاعات علمی، مقایسه چندحوضه‌ای و نگاره سازی داده‌ها را فراهم می‌سازد. اعتبارسنجی عملکرد نرم‌افزار از طریق آزمون‌های تطبیقی و دریافت بازخورد از متخصصان بیانگر آن است که این ابزار می‌تواند به‌عنوان بستری آموزشی، پژوهشی و اکتشافی در علوم زمین مورد استفاده قرار گیرد. رویکرد تلفیقی این پژوهش میان زمین‌شناسی و علوم داده، زمینه‌ساز شتاب بخشی در معرفی انواع حوضه‌های رسوبی و دسته‌بندی آن‌ها در مناطق مختلف خواهد بود.
کلیدواژه‌ها

موضوعات


Agard, P., Omrani, J., Jolivet, L., and Mouthereau, F., 2005. Convergence history across Zagros (Iran): Constraints from collisional and earlier deformation. International Journal of Earth Sciences, 94(3), 401–419.
Akbarpour, A., Ghalamghash, J., Azizi, H., and Sadeghi, B., 2024. Mineralogy, geochemistry and mineralization of iron ore deposition in NW Sanandaj-Sirjan Geological Zone: A futuristic review based on a representative case study. Journal of Geochemical Exploration 259, 107427. https://doi.org/10.1016/j.gexplo.2024.107427.
Alavi, M., 2004. Regional stratigraphy of the Zagros fold-thrust belt of Iran and its proforeland evolution. American Journal of Science, 304(1), 1–20.
Alçiçek, M. C., and ten Veen. J.H., 2008. The late Early Miocene Acıpayam piggy-back basin: refining the last stages of Lycian nappe emplacement in SW Turkey Sedimentary Geology 208(3-4),101-113.
Al-Husseini, M. I., 2000. Origin of the Arabian Plate structures: Amar collision and Najd rift. Geo Arabia, 5(4), 527–542.
Allen, M. B., Ghassemi, M. R., Shahrabi, M., and Qorashi, M., 2003. Accommodation of late Cenozoic oblique shortening in the Alborz range, northern Iran. Journal of Structural Geology, 25(5), 659–672.
Allen, P. A., and Allen, J. R., 2013. Basin Analysis: Principles and Application to Petroleum Play Assessment (3rd Edition). Wiley-Blackwell.
Alvesa, T., Fetterb, M., Busby, C., Gontijob, R., Cunhad, T. A., and Mattosa, N.H., 2020. A tectono-stratigraphic review of continental breakup on intraplate continental margins and its impact on resultant hydrocarbon systems. Marine and Petroleum Geology, 117, 104341.
Athy, L. F., 1930. Density, porosity, and compaction of sedimentary rocks. AAPG Bulletin, 14(1), 1–24.
Ballato, P., Nowaczyk, N. R., Landgraf, A., Strecker, Manfred R., Friedrich., and Tabatabaei, S. H., 2011. Tectonic control on sedimentary facies pattern and sediment accumulation rates in the Miocene foreland basin of the southern Alborz mountains, northern Iran. Tectonics, 30(6), TC6001.
Bally, A. W., and Snelson, S., 1980. Realms of subsidence. Canadian Society of Petroleum Geologists Memoir, 6, 9–94.
Berberian, M., and King, G. C. P., 1981. Towards a paleogeography and tectonic evolution of Iran. Canadian Journal of Earth Sciences, 18(2), 210–265.
Beydoun, Z. R., 1991. Arabian Plate hydrocarbon geology and potential—a plate tectonic approach. AAPG Studies in Geology, 33, 77–112.
Bjørlykke, K., 2010. Petroleum Geoscience: From Sedimentary Environments to Rock Physics. Springer.
Busby, C., Azor, A. (Eds.), 2011. Tectonics of Sedimentary Basins: Recent Advances. Wiley-Blackwell, Oxford. https://doi.org/10.1002/9781444347166.
Byrne, D. E., Sykes, L. R., 1992. Great thrust earthquakes and aseismic slip along the plate boundary of the Makran subduction zone. Journal of Geophysical Research: Solid Earth, 97(B1), 449–478.
Chiu, H. Y., Chung, S. L., Zarrinkoub, M. H., Mohammadi, S.S., Khatib, M.M., and Iizuka, Y., 2013. Zircon U–Pb age constraints from Iran on the magmatic evolution related to Neotethyan subduction and Zagros orogeny. Lithos, 162-163, 70–87.
Christensen, N. I., and Mooney, W. D., 1995. Seismic velocity structure and composition of the continental crust: A global view. Journal of Geophysical Research: Solid Earth, 100(B6), 9761–9788.
Cloos, M., 1993. Lithospheric buoyancy and collisional orogenesis: Subduction of oceanic plateaus, continental margins, island arcs, spreading ridges, and seamounts. Geological Society of America Bulletin, 105(6), 715–737.
Coward, M. P., Ries, A. C. (Eds.), 1995. Early Precambrian Processes. Geological Society of London.
DeCelles, P. G., and Giles, K. A., 1996. Foreland basin systems. Basin Research, 8(2), 105–123.
Dickinson W. R., and Seely D. R., 1979. Structure and Stratigraphy of Forearc Regions, AAPG Bulletin 63 (1), 2–31.
Dickinson, W. R., 1974. Plate tectonics and sedimentation. Society of Economic Paleontologists and Mineralogists Special Publication, 22, 1–27.
Edgell, H. S., 1996. Salt tectonism in the Persian Gulf basin. In Salt Tectonics (pp. 217–230). Geological Society of London. Encyclopedia, Britannica, Inc. 2013.
Einsele, G., 2000. Sedimentary Basins: Evolution, Facies, and Sediment Budget (2nd Edition). Springer.
Emami, M. H., 1981. Geology of the Saghand area, Central Iran. Geological Survey of Iran Report, 52, 1–143.
Flemings, P. B., and Jordan, T. E., 1989. A synthetic stratigraphic model of foreland basin development. Journal of Geophysical Research: Solid Earth, 94(B4), 3851–3866.
Fowler, C. M. R., 2005. The Solid Earth: An Introduction to Global Geophysics (2nd Edition). Cambridge University Press.
French, B. M., 1998. Traces of Catastrophe: A Handbook of Shock-Metamorphic Effects in Terrestrial Meteorite Impact Structures. Lunar and Planetary Institute.
Ghasemi, A., and Talbot, C. J., 2006. A new tectonic scenario for the Sanandaj-Sirjan Zone (Iran). Journal of Asian Earth Sciences, 26(6), 683–693.
Gibbs, A. D., 1984. Structural evolution of extensional basin margins. Journal of the Geological Society, 141(4), 609–620.
Guest, B., Axen, G. J., Lam, P. S., and Hassanzadeh, J., 2006. Late Cenozoic shortening in the west-central Alborz Mountains, northern Iran, by combined strike-slip and convergence across the Talesh transfer zone. Geosphere, 2(2), 102–117.
Hall, R., 2002. Cenozoic geological and plate tectonic evolution of SE Asia and the SW Pacific: Computer-based reconstructions, model and animations. Journal of Asian Earth Sciences, 20(4), 353–431.
Heller, P. L., and Dickinson, W. R., 1985. Submarine ramp facies model for delta-fed, sand-rich turbidite systems. AAPG Bulletin, 69(6), 960–976.
Horton, B. K., Hassanzadeh, J., Stockli, D. F., Axen, G.J., Gillis, R.J., Guest, B., Amini, A., Fakhari, M.D., Zamanzadeh, S.M., and Grove, M., 2008. Detrital zircon provenance of Neoproterozoic to Cenozoic deposits in Iran: Implications for chronostratigraphy and collisional tectonics. Tectonophysics, 451(1-4), 97–122.
http://geologylearn.blogspot.com/2015/07/arc-related-basins.html
https://en.wikipedia.org/wiki/Continental_margin#/media/File:Continental_shelf.svg
https://opentextbc.ca/physicalgeology2ed/chapter/6-3-depositional-environments-and-sedimentary-basins/
https://www.acer-acre.ca/resources/climate-change-in-context/general-concepts/earth-systems/interactions-among-components-cycles-hydrological-enso-nao
https://www.geological-digressions.com/accretionary-prisms-and-forearc-basins
https://www.searchanddiscovery.com/pdfz/documents/2010/10249gordon/ndx_gordon.pdf.html
https://www.studocu.com/in/document/pondicherry-university/global-tectonics/the-concept-of-ophiolites/32038541
Ingersoll, R. V., Busby, C., 1995. Tectonics of Sedimentary Basins. Blackwell Science.
Jackson, M. P. A., and Talbot, C. J., 1986. External shapes, strain rates, and dynamics of salt structures. Geological Society of America Bulletin, 97(3), 305–323.
Ju, Y., Wang, G., Li, S., Sun, Y., Suo, Y., Somerville, I., Li, W., Hed, B., Zheng, M., and Yu, K., 2020. Geodynamic mechanism and classification of basins in the Earth system. Gondwana Research, 102, 200-228.
Karimejad Lalami, H.R., Hajialibeigi, H., Sherkati, S., and Adabi, M.H., 2020. Tectonic evolution of the Zagros foreland basin since Early Cretaceous, SW Iran: Regional tectonic implications from subsidence analysis. Journal of Asian Earth Sciences, 104550. doi:10.1016/j.jseaes.2020.104550.
Karner, G. D., and Driscoll, N. W., 1999. Tectonic and stratigraphic development of the West African and eastern Brazilian margins: Insights from quantitative basin modeling. Geological Society of London Special Publications, 153(1), 11–40.
Kearey, P., Klepeis, K. A., and Vine, F. J., 2009. Global Tectonics (3rd Edition). Wiley-Blackwell.
Kopp, C., Fruehn, J., Flueh, E. R., Klaeschen, D., Bialas, J., and Reichert, C., 2000. Structure of the Makran subduction zone from wide-angle seismic data. Tectonophysics, 329(1-4), 191–207.
Lasemi, Y., Ghomashi, M., Amin-Rasouli, H., and Kheradmand, A., 2008. The Lower Triassic Sorkh Shale Formation of the Tabas Block, east central Iran: Succession of a failed-rift basin at the Paleo-Tethys margin. Carbonates and Evaporites 23 (1), 21–38. https://doi.org/10.1007/BF03176024.
Leeder, M. R., 1999. Sedimentology and Sedimentary Basins: From Turbulence to Tectonics. Blackwell Science.
Luijendijk, E., 2020. PyBasin: a Python-based open-source basin model code to simulate sediment burial, compaction and thermal history. Zenodo. https://doi.org/10.5281/zenodo.4263427.
Mann, P., Hempton, M. R., Bradley, D. C., and Burke, K., 1983. Development of pull-apart basins. Journal of Geology, 91(5), 529–554.
Merriman R. J., 2005. Clay minerals and sedimentary basin history. European Journal of Mineralogy, 17 (1), 7–20.
Metcalfe, I., 2013. Tethyan evolution of central Asia. Gondwana Research, 23(4), 1201–1215.
Miall, A. D., 2016. Principles of Sedimentary Basin Analysis (3rd Edition). Springer.
Molinaro, M., Leturmy, P., Guezou, J. C., Rigollet, C., M. and de Lamotte, D., 2005. The structure and kinematics of the southeastern Zagros fold-thrust belt, Iran: From thin-skinned to thick-skinned tectonics. Tectonics, 24(3), TC3007.
Motiei, H., 1993. Geology of Iran: Stratigraphy. Geological Survey of Iran.
Nichols, G., 2009. Sedimentology and Stratigraphy (2nd Edition). Wiley-Blackwell.
Pollack, H. N., Hurter, S. J., and Johnson, J. R., 1993. Heat flow from the Earth's interior: Analysis of the global data set. Reviews of Geophysics, 31(3), 267–280.
Prothero, D. R., and Dott., R. H., 2004. Evolution of the Earth. McGraw-Hill.
Robert, A. M. M., Letouzey, J., Kavoosi, M. A., Sherkati, S., Müller, C., Vergés, J., and Aghababaei, A., 2014. Structural evolution of the Kopeh Dagh fold-and-thrust belt (NE Iran) and interactions with the South Caspian Sea Basin and Amu Darya Basin. Marine and Petroleum Geology, 57, 68–87. https://doi.org/10.1016/j.marpetgeo.2014.05.002.
Rollinson, H., 1993. Using Geochemical Data: Evaluation, Presentation, Interpretation. Longman.
Royden, L. H., Keen, C. E., 1980. Rifting process and thermal evolution of the continental margin of eastern Canada determined from subsidence curves. Earth and Planetary Science Letters, 51(2), 343–361.
Saccani, E., and Photiades, A., 2004. Mid-ocean ridge and supra-subduction affinities in the Pindos ophiolites (Greece): Implications for magma genesis in a forearc setting. Lithos, 73(3-4), 229–253.
Schlager, W., 2005. Carbonate Sedimentology and Sequence Stratigraphy. SEPM Concepts in Sedimentology and Paleontology.
Sepehr, M., and Cosgrove, J. W., 2004. Structural framework of the Zagros Fold-Thrust Belt, Iran. Marine and Petroleum Geology, 21(7), 829–843.
Shahidi, A., and Hassanzadeh, J., 2003. Stratigraphy and depositional environments of the Upper Jurassic–Lower Cretaceous deposits in the Sanandaj-Sirjan Zone, western Iran. Journal of Petroleum Geology, 26(2), 197–214.
Sheikholeslami, M.R., 2016. Tectono-stratigraphic evidence for the opening and closure of the Neotethys Ocean in the southern Sanandaj-Sirjan zone, Iran, in Sorkhabi, R., ed., Tectonic Evolution, Collision, and Seismicity of Southwest Asia: In Honor of Manuel Berberian’s Forty-Five Years of Research Contributions: Geological Society of America Special Paper 525.
Sheikholeslami, M.R., 2018. Tectonosedimentary evolution of the basins in Central Alborz, Iran, Geosciences, 106, 29-38.
Smith, G. A., and Landis, C.,1995. Intra-Arc Basins. In C. J. Busby, & R. V. Ingersoll (Eds.), Tectonics of Sedimentary Basins (pp. 263-298). Blackwell Science.
Stampfli, G. M., and Borel, G. D., 2002. A plate tectonic model for the Paleozoic and Mesozoic constrained by dynamic plate boundaries and restored synthetic oceanic isochrons. Earth and Planetary Science Letters, 196(1-2), 17–33.
Stein, C. A., and Stein, S., 1992. A model for the global variation in oceanic depth and heat flow with lithospheric age. Nature, 359(6391), 123–129.
Stocklin, J., 1968. Structural history and tectonics of Iran: A review. AAPG Bulletin, 52(7), 1229–1258.
Takano, O., Itoh, Y., and Kusomoto, S., 2013.  Variation in Forearc Basin Configuration and Basin-filling Depositional Systems as a Function of Trench Slope Break Development and Strike-Slip Movement: Examples from the Cenozoic Ishikari–Sanriku-Oki and Tokai-Oki–Kumano-Nada Forearc Basins, Japan, In book: Mechanism of Sedimentary Basin Formation - Multidisciplinary Approach on Active Plate Margins, In Tech Editors: Yasuto Itoh.
Talbot, C. J., and Alavi, M., 1996. The past of a future syntaxis across the Zagros. Geological Society, London, Special Publications, 100(1), 89–109.
Talebian, M., and Jackson, J., 2004. A reappraisal of earthquake focal mechanisms and active shortening in the Zagros mountains of Iran. Geophysical Journal International, 156(3), 506–526.
Turcotte, D. L., and Schubert, G., 2002. Geodynamics (2nd Edition). Cambridge University Press.
Walderhaug, O., and Bjørkum, P. A., 2003. Temperature control on quartz cementation in deeply buried sandstone reservoirs. AAPG Bulletin, 87(6), 939–954.
Walker, R., and Jackson, J., 2004. Active tectonics and late Cenozoic strain distribution in central and eastern Iran. Tectonics, 23(5), TC5010.
Waltham, D., 2002. Basin Analysis: Quantitative Methods (2nd Edition). Blackwell Science.
White, R. S., and Klitgord, K. D., 1976. Sedimentation and subsidence in the Gulf of Oman. Geological Society of America Bulletin, 87(12), 1703–1714.
Winter, J. D., 2010. Principles of Igneous and Metamorphic Petrology (2nd Edition). Pearson.
Wu, J. E, McClay, K., Whitehouse, P., and Dooley, T., 2009. 4D analogue modelling of transtensional pull-apart basins. Marine and Petroleum Geology, 26, 1608–1623.
 
 
دوره 35، شماره 4 - شماره پیاپی 138
زمستان 1404، دوره سی و پنجم، شماره 4، پیاپی 138
زمستان 1404
صفحه 185-196