The Geostatistical Evaluation of the Genetic Relationship of Rocks: A Case Study of the Derinoba-Kayadibi Granites

The Geostatistical Evaluation of the Genetic Relationship of Rocks: A Case Study of the Derinoba-Kayadibi Granites

Keywords: Eastern Pontides, Descriptive Statistics, Mann Whitney U test, Derinoba pluton, Kayadibi pluton, Trabzon, Türkiye

Abstract

This study aims to investigate the genetic relationship between different rock types by evaluating existing geochemical data using geostatistical approaches. For this purpose, all whole-rock analysis results of the Derinoba and Kayadibi granites (GB Trabzon, Türkiye), which outcrop in the northern zone of the Eastern Pontides, were evaluated using different statistical approaches. For the study, 15 whole-rock analyses belonging to the Derinoba granite and 5 whole-rock analyses belonging to the Kayadibi granite were processed. Non-parametric statistical methods were preferred in the analyses due to the limited number of elements in the data set under investigation (especially the Kayadibi granite). Within the scope of the study, the descriptive statistical parameters of the two granite masses were calculated. Thus, the central distribution parameters of the geochemical data were determined and the general character of the data set was tried to be understood. Subsequently, the Mann Whitney U test was applied to the relevant data sets and the genetic relationships between these two granite masses were investigated. As a result of the study, it was observed that the Derinoba and Kayadibi granites represent the same genetic source at the sig. %1 and/or %1-3 level by SiO2, Gd, Tm, Er, Rb/Sr, LaCN/LuCN, LaCN/YbCN, ASI parameters, and by the other major oxides except SiO2 and the elements Sr, Ta, Nb, Hf, Zr, U, Ga, La, Ce, Pr, Nd, Sm, Eu, Tb, Dy, and Ho at the %95 (1-sig.) confidence interval. The obtained results confirmed the results of conventional studies on the origin of these granites.

Author Biographies

Alaaddin Vural, Ankara University

Geological Engineering

Ankara, Turkey

Abdullah Kaygusuz, Gumushane University

Geological Engineering

Gumushane, Turkey

References

Davis JC. Statistics and Data Analysis in Geology. 3rd ed. New York, Clxcheste,r Brisbane, Toronto, Singapore: John Wiley and Sons; 2002.

Matheron G. Principles of geostatistics. Econ Geol 1963; 58:1246–1266.

Vural A. Evaluation of soil geochemistry data of Canca Area (Gümüşhane, Turkey) by means of Inverse Distance Weighting (IDW) and Kriging methods-preliminary findings. Bull Miner Res Explor 2019; 158:195–216.

Vural A. Canca (Gümüşhane, Türkiye) toprak jeokimyası verilerinin Ters Mesafe Ağırlıklandırma (TMA) ve Krigleme enterpolasyon metotlarıyla değerlendirilmesi-ilk bulgular. MTA Derg 2019; 158:197–219.

Vural A. Relationship between the geological environment and element accumulation capacity of Helichrysum arenarium. Arab J Geosci 2018; 11:258.

Vural A. Biogeochemical characteristics of Rosa canina grown in hydrothermally contaminated soils of the Gümüşhane Province, Northeast Turkey. Environ Monit Assess 2015; 187:486.

Vural A. Investigation of the relationship between rare earth elements, trace elements, and major oxides in soil geochemistry. Environ Monit Assess 2020; 192.

Ketin I. Tectonic units of Anatolia (Asia Minor). Bull Miner Res Explor 1966; 66:23–34.

Hamilton WJ. Researches In Asia Minor, Pontus and Armenia with Some Account of Their Antiquities and Geology. Volume I. London: 1842.

Yılmaz Y. Petrology and structure of the Gümüşhane Granite and surrounding rocks, North-Eastern Anatolia. PhD Thesis, Univ London 1972:260 p.

Vural A, Çorumluoğlu Ö, Asri İ. Investigation of alteration areas by Crosta using LANDSAT images for Old Gumushane (Suleymaniye) and its near vicinity. J Nat Sci Inst Gumushane Univ 2012; 2:36–48.

Saydam Eker C. Petrography and geochemistry of Eocene sandstones from eastern Pontides (NE TURKEY): Implications for source area weathering, provenance and tectonic setting. Geochemistry Int 2012; 50:683–701.

Vural A, Erdoğan M. Eski Gümüşhane Kırkpavli Alterasyon Sahasında Toprak Jeokimyası. Gümüşhane Üniversitesi Fen Bilim Enstitüsü Derg 2014; 4:1–15.

Vural A, Corumluoglu Ö, Asri İ. Remote sensing technique for capturing and exploration of mineral deposit sites in Gumushane metallogenic province, NE Turkey. J Geol Soc India 2017; 90:628–633.

Vural A. K-Ar dating for determining the age of mineralization as alteration product: A case study of antimony mineralization vein type in granitic rocks of Gümüşhane area, Turkey. Acta Phys Pol A 2017; 132:792–795.

Sungur A, Vural A, Gundogdu A, Soylak M. Effect of antimonite mineralization area on heavy metal contents and geochemical fractions of agricultural soils in Gümüşhane Province, Turkey. Catena 2020; 184.

Kaygusuz A, Merdan Tutar Z, Yücel C. Mineral chemistry, crystallization conditions and petrography of Cenozoic volcanic rocks in the Bahçecik (Torul/Gumushane) area, Eastern Pontides (NE Turkey). J Eng Res Appl Sci 2017; 6:641–651.

Kaygusuz A, Şahin K. Petrographical, geochemical and petrological characteristics of Eocene volcanic rocks in the Mescitli area, Eastern Pontides (NE Turkey). J Eng Res Appl Sci 2016; 5:473–486.

Vural A, Şahin E. Gümüşhane Şehir Merkezinden Geçen Karayolunda Ağır Metal Kirliliğine Ait İlk Bulgular. Gümüşhane Üniversitesi, Fen Bilim Enstitüsü Derg 2012; 2:21–35.

Topuz G, Altherr R, Kalt A, Satir M, Werner O, Schwarz WH. Aluminous granulites from the Pulur complex, NE Turkey: A case of partial melting, efficient melt extraction and crystallisation. Lithos 2004; 72:183–207.

Dokuz A. A slab detachment and delamination model for the generation of Carboniferous high-potassium I-type magmatism in the Eastern Pontides, NE Turkey: The Köse composite pluton. Gondwana Res 2011; 19:926–944.

Boztuǧ D, Erçin AI, Kuruçelik MK, Göç D, Kömür I, Iskenderoǧlu A. Geochemical characteristics of the composite Kaçkar batholith generated in a Neo-Tethyan convergence system, Eastern Pontides, Turkey. J Asian Earth Sci 2006; 27:286–302.

Kaygusuz A, Siebel W, Şen C, Satir M. Petrochemistry and petrology of I-type granitoids in an arc setting: the composite Torul pluton, Eastern Pontides, NE Turkey. Int J Earth Sci 2008; 97:739–764.

Kaygusuz A, Siebel W, Ilbeyli N, Arslan M, Satir M, Şen C. Insight into magma genesis at convergent plate margins a case study from the eastern Pontides (NE Turkey). Neues Jahrb Fur Mineral Abhandlungen 2010; 187:265–287.

Karslı O, Dokuz A, Uysal I, Aydin F, Chen B, Kandemir R, Wijbrans J. Relative contributions of crust and mantle to generation of Campanian high-K calc-alkaline I-type granitoids in a subduction setting, with special reference to the Harşit Pluton, Eastern Turkey. Contrib to Mineral Petrol 2010; 160:467–487.

Arslan M, Aslan Z. Mineralogy, petrography and whole-rock geochemistry of the Tertiary granitic intrusions in the Eastern Pontides, Turkey. J Asian Earth Sci 2006; 27:177–193.

Kaygusuz A, Arslan M, Siebel W, Sipahi F, Ilbeyli N. Geochronological evidence and tectonic significance of Carboniferous magmatism in the southwest Trabzon area, eastern Pontides, Turkey. Int Geol Rev 2012; 54:1776–1800.

Vural A, Akpınar İ, Kaygusuz A. Petrological characteristics of Cretaceous volcanic rocks of Demirören (Gümüşhane, NE Turkey) region. J Eng Res Appl Sci 2021; 10:1828–1842.

Vural A, Akpınar İ, Kaygusuz A, Sipahi F. Petrological characteristics of Eocene volcanic rocks around Demirören (Gümüşhane, NE Turkey). J Eng Res Appl Sci 2021; 10:1703–1716.

Vural A, Kaygusuz A. Petrographic and geochemical characteristics of late Cretaceous volcanic rocks in the vicinity of Avliyana (Gümüşhane, NE Turkey ). J Eng Res Appl Sci 2021; 10:1796–1810.

Yılmaz S, Boztuğ D. Space and time relations of three plutonic phases in theEastern Pontides, Turkey. Int Geol Rev 1996; 38:935–956.

Özsayar T, Pelin S, Gedikoğlu A. Doğu Pontidlerde Kretase. KTÜ Yer Bilim Derg 1981; 1:65–114.

Okay Aİ, Şahintürk Ö. Geology of the Eastern Pontides. In: Robinson AG (ed.), Regional and Petroleum Geology of the Black Sea and Surrounding Region. AAPG Memoir 68; 1997:291–311.

Arslan M, Tüysüz N, Korkmaz S, Kurt H. Geochemistry and petrogenesis of the eastern Pontide volcanic rocks, Northeast Turkey. Chemie Der Erde Geochemistry 1997; 57:157–187.

Köprübaşı N, Şen C, Kaygusuz A. Doğu Pontid adayayı granitoyidlerinin karşılaştırılmalı petrografik ve kimyasal özellikleri, KD Türkiye. Uygulamalı Yerbilim Derg 2000; 1:111–120.

Temizel İ, Arslan M, Ruffet G, Peucat JJ. Petrochemistry, geochronology and Sr–Nd isotopic systematics of the Tertiary collisional and post-collisional volcanic rocks from the Ulubey (Ordu) area, eastern Pontide, NE Turkey: Implications for extension-related origin and mantle source characteristi. Lithos 2012; 128–131:126–147.

Vural A, Kaygusuz A. Geochronology, petrogenesis and tectonic importance of Eocene I-type magmatism in the Eastern Pontides, NE Turkey. Arab J Geosci 2021; 14:467.

Kaygusuz A. Torul ve çevresinde yüzeylenen kayaçların petrografik ve jeokimyasal incelenmesi. Doktora Tezi, Karadeniz Teknik Üniversitesi, Trabzon, 227s, 2000.

Kaygusuz A, Merdan-Tutar Z, Yucel C. Mineral chemistry, crystallization conditions and petrography of Cenozoic volcanic rocks in the Bahçecik (Torul/Gumushane ) area, Eastern Pontides ( NE Turkey ). J Eng Res Appl Sci 2017; 6:641–651.

Kaygusuz A, Gucer MA, Yucel C, Aydincakir E, Sipahi F. Petrography and crystallization conditions of Middle Eocene volcanic rocks in the Aydıntepe -Yazyurdu ( Bayburt ) area , Eastern Pontides ( NE Turkey ). J Eng Res Appl Sci 2019; 8:1205–1215.

Topuz G, Altherr R, Schwarz WH, Dokuz A, Meyer HP. Variscan amphibolite-facies rocks from the Kurtoǧlu metamorphic complex (Gümüşhane area, Eastern Pontides, Turkey). Int J Earth Sci 2007; 96:861–873.

Karslı O, Dokuz A, Kandemir R. Subduction-related Late Carboniferous to Early Permian Magmatism in the Eastern Pontides, the Camlik and Casurluk plutons: Insights from geochemistry, whole-rock Sr–Nd and in situ zircon Lu–Hf isotopes, and U–Pb geochronology. Lithos 2016; 266–267:98–114.

Kaygusuz A. Geochronological age relationships of Carboniferous Plutons in the Eastern Pontides (NE Turkey). J Eng Res Appl Sci 2020; 9:1299–1307.

Kaygusuz A, Arslan M, Sipahi F, Temizel İ. U-Pb zircon chronology and petrogenesis of Carboniferous plutons in the northern part of the Eastern Pontides, NE Turkey: Constraints for Paleozoic magmatism and geodynamic evolution. Gondwana Res 2016; 39:327–346.

Okay Aİ, Göncüoğlu C. The Karakaya Complex: A review of data and concepts. Turkish J Earth Sci 2004; 13:77–95.

Topuz G, Altherr R, Siebel W, Schwarz WH, Zack T, Hasözbek A, Barth M, Satir M, Şen C. Carboniferous high-potassium I-type granitoid magmatism in the Eastern Pontides: The Gümüşhane pluton (NE Turkey). Lithos 2010; 116:92–110.

Vural A, Kaygusuz A. Petrology of the Paleozoic Plutons in Eastern Pontides: Artabel Pluton (Gümüşhane, NE Turkey). J Eng Res Appl Sci 2019; 8:1216–1228.

Ağar Ü. Geology of Demirözü (Bayburt) and Köse (Kelkit). KTU, Trabzon, 1977.

Kandemir R, Yilmaz C. Lithostratigraphy, facies, and deposition environment of the lower Jurassic Ammonitico Rosso type sediments (ARTS) in the Gümüşhane area, NE Turkey: Implications for the opening of the northern branch of the Neo-Tethys Ocean. J Asian Earth Sci 2009; 34:586–598.

Saydam Eker C, Sipahi F, Kaygusuz A. Trace and rare earth elements as indicators of provenance and depositional environments of Lias cherts in Gumushane, NE Turkey. Chemie Der Erde - Geochemistry 2012; 72:167–177.

Aydınçakır E, Yücel C, Kaygusuz A, Bilici Ö, Yi K, Jeong YJ, Güloğlu ZS. Magmatic evolution of the Calc-alkaline Middle Jurassic igneous rocks in the eastern pontides, NE Turkey: insights from geochemistry, whole-rock Sr-Nd-Pb, in situ zircon Lu-Hf isotopes, and U-Pb geochronology. Int Geol Rev 2023; 00:1–22.

Eyuboğlu Y, Dudas FO, Santosh M, Zhu DC, Yi K, Chatterjee N, Akaryalı E, Liu Z. Cenozoic forearc gabbros from the northern zone of the Eastern Pontides Orogenic Belt, NE Turkey: implications for slab window magmatism and convergent margin tectonics. Gondwana Res 2016; 33:160–190.

Dokuz A, Aydınçakır E, Kandemir R, O. K, Siebel W, A.S. D, Turan M. Late Jurassicssic Magmatism and Stratigraphy in the Eastern Sakarya Zone, Turkey: Evidence for the Slab Breakoff of Paleotethyan Oceanic Lithosphere. J Geol 2017; 0022:1376.

Ustaömer T, Robertson AHF, Ustaömer PA, Gerdes A, Peytcheva I. Constraints on variscan and cimmerian magmatism and metamorphism in the pontides (Yusufeli-Artvin area), NE Turkey from U-Pb dating and granite geochemistry. Geol Soc Spec Publ 2013; 372:49–74.

Pelin S. Alucra (Giresun) Güneydoğu yöresinin petrol olanaklan bakımından jeolojik incelemesi. Trabzon: Karadeniz Teknik Üniversitesi Yayını, Yayın No. 87,; 1977.

Eyuboglu Y, Chung SL, Santosh M, Dudas FO, Akaryalidotless E. Transition from shoshonitic to adakitic magmatism in the eastern Pontides, NE Turkey: Implications for slab window melting. Gondwana Res 2011; 19:413–429.

Kaygusuz A, Arslan M, Temizel İ, Yücel C, Aydınçakır E. U–Pb zircon ages and petrogenesis of the Late Cretaceous I-type granitoids in arc setting, Eastern Pontides, NE Turkey. J African Earth Sci 2021; 174:104040.

Kaygusuz A, Siebel W, Şen C, Satir M. Petrochemistry and petrology of I-type granitoids in an arc setting: The composite Torul pluton, Eastern Pontides, NE Turkey. Int J Earth Sci 2008; 97:739–764.

Sipahi F, Kaygusuz A, Saydam Eker Ç, Vural A, Akpınar İ. Late Cretaceous arc igneous activity: the Eğrikar Monzogranite example. Int Geol Rev 2018; 60:382–400.

Temizel İ, Arslan M, Yücel C, Abdioğlu Yazar E, Kaygusuz A, Aslan Z. U-Pb geochronology, bulk-rock geochemistry and petrology of Late Cretaceous syenitic plutons in the Gölköy (Ordu) area (NE Turkey): Implications for magma generation in a continental arc extension triggered by slab roll-back. J Asian Earth Sci 2019; 171:305–320.

Temizel İ, Arslan M, Abdioğlu Yazar E, Aslan Z, Kaygusuz A, Baki Eraydın T. Zircon U-Pb geochronology and petrology of the tholeiitic gabbro from the Kovanlık (Giresun) area: Constraints for the Late Cretaceous bimodal arc magmatism in the Eastern Pontides Orogenic Belt, NE Turkey. Lithos 2022; 428–429.

Gülmez F, Genç ŞC, Prelević D, Tüysüz O, Karacık Z, Roden MF, Billor Z. Ultrapotassic volcanism from the waning stage of the Neotethyan subduction: a key study from the İzmir–Ankara–Erzincan suture belt, Central Northern Turkey. J Petrol 2016; 57:561–593.

Okay Aİ, Şahintürk Ö, Yakar H. Stratigraphy and tectonics of the Pulur (Bayburt) Region in the Eastern Pontides. Bull Miner Res Explor 1997; 119:1–24.

Dilek Y. Collision tectonics of the Eastern Mediterranean region: Causes and consequences. Geol Soc Am Spec Pap 2006; 409:1–13.

Dokuz A, Uysal I, Dilek Y, Karslı O, Meisel T, Kandemir R. Geochemistry, Re-Os isotopes and highly siderophile element abundances in the Eastern Pontide peridotites (NE Turkey): Multiple episodes of melt extraction-depletion, melt-rock interaction and fertilization of the Rheic Ocean mantle. Gondwana Res 2015; 27:612–628.

Eyuboglu Y, Santosh M, Dudas FO, Akaryali E, Chung SL, Akdaǧ K, Bektaş O. The nature of transition from adakitic to non-adakitic magmatism in a slab window setting: A synthesis from the eastern Pontides, NE Turkey. Geosci Front 2013; 4:353–375.

Karslı O, Ketenci M, Uysal I, Dokuz A, Aydin F, Chen B, Kandemir R, Wijbrans J. Adakite-like granitoid porphyries in the Eastern Pontides, NE Turkey: Potential parental melts and geodynamic implications. Lithos 2011; 127:354–372.

Temizel I, Arslan M, Yücel C, Abdioğlu Yazar E, Kaygusuz A, Aslan Z. Eocene tonalite–granodiorite from the Havza (Samsun) area, northern Turkey: adakite-like melts of lithospheric mantle and crust generated in a post-collisional setting. Int Geol Rev 2020; 62:1131–1158.

Topuz G, Altherr R, Schwarz WH, Siebel W, Satır M, Dokuz A. Post-collisional plutonism with adakite-like signatures: The Eocene Saraycik granodiorite (Eastern Pontides, Turkey). Contrib to Mineral Petrol 2005; 150:441–455.

Topuz G, Okay Aİ, Altherr R, Schwarz WH, Siebel W, Zack T, Satir M, Sen C. Post-collisional adakite-like magmatism in the Agvanis Massif and implications for the evolution of the Eocene magmatism in the Eastern Pontides (NE Turkey). Lithos 2011; 125:131–150.

Arslan M, Temizel İ, Abdioğlu E, Kolaylı H, Yücel C, Boztuğ D, Şen C. 40Ar–39Ar dating, whole-rock and Sr–Nd–Pb isotope geochemistry of post-collisional Eocene volcanic rocks in the southern part of the Eastern Pontides (NE Turkey): implications for magma evolution in extension-induced origin. Contrib to Mineral Petrol 2013; 166:113–142.

Aydın F, Karslı O, Chen B. Petrogenesis of the Neogene alkaline volcanics with implications for post-collisional lithospheric thinning of the Eastern Pontides, NE Turkey. Lithos 2008; 104:249–266.

Aydınçakır E, Yücel C, Ruffet G, Gücer MA, Akaryalı E, Kaygusuz A. Petrogenesis of post-collisional Middle Eocene volcanism in the Eastern Pontides (NE, Turkey): Insights from geochemistry, whole-rock Sr-Nd-Pb isotopes, zircon U-Pb and 40Ar-39Ar geochronology. Geochemistry 2022:125871.

Kaygusuz A, Arslan A, Siebel W, Şen C. Geochemical and Sr-Nd Isotopic Characteristics of Post-Collisional Calc-Alkaline Volcanics in the Eastern Pontides (NE Turkey). Turkish J Earth Sci 2011; 20:137–159.

Kaygusuz A, Yücel C, Aydınçakır E, Gücer MA, Ruffet G. 40Ar–39Ar dating, whole-rock and Sr-Nd isotope geochemistry of the Middle Eocene calc-alkaline volcanic rocks in the Bayburt area, Eastern Pontides (NE Turkey): Implications for magma evolution in an extension-related setting. Mineral Petrol 2022; 116:379–399.

Eyüboğlu Y, Dudas FO, Thorkelson D, Zhu DC, Liu Z, Chatterjee N, Yi K, Santosh M. Eocene granitoids of northern Turkey: Polybaric magmatism in an evolving arc–slab window system. Gondwana Res 2017; 50:311–345.

Karslı O, Chen B, Aydin F, Şen C. Geochemical and Sr-Nd-Pb isotopic compositions of the Eocene Dölek and Sariçiçek Plutons, Eastern Turkey: Implications for magma interaction in the genesis of high-K calc-alkaline granitoids in a post-collision extensional setting. Lithos 2007; 98:67–96.

Kaygusuz A, Yücel C, Arslan M, Temizel İ, Yi K, Jeong Y-J, Siebel W, Sipahi F. Eocene I-type magmatism in the Eastern Pontides, NE Turkey: Insights into magma genesis and magma-tectonic evolution from whole-rock geochemistry, geochronology and isotope systematics. Int Geol Rev 2020.

Kaygusuz A, Güloğlu ZS, Aydınçakır E, Yücel C, Vural A, Siebel W, Jeong Y-J. U–Pb zircon dating, Sr-Nd whole-rock and Lu-Hf zircon isotope analyses of the Eocene Arslandede pluton, Eastern Pontides, NE Turkey: Implications for mantle source and magma evolution. Geochemistry 2024:126080.

Kaygusuz A, Öztürk M. Geochronology, geochemistry, and petrogenesis of the Eocene Bayburt intrusions, Eastern Pontide, NE Turkey: implications for lithospheric mantle and lower crustal sources in the high-K calc-alkaline magmatism. J Asian Earth Sci 2015; 108:97–116.

Temizel İ, Abdioğlu Yazar E, Arslan M, Kaygusuz A, Aslan Z. Mineral chemistry, whole-rock geochemistry and petrology of Eocene I-type shoshonitic plutons in the Gölköy area (Ordu, NE Turkey). Bull Miner Res Explor 2018; 157:121–152.

Temizel İ, Arslan M, Yücel C, Abdioğlu Yazar E, Kaygusuz A, Aslan Z. Eocene tonalite–granodiorite from the Havza (Samsun) area, northern Turkey: adakite-like melts of lithospheric mantle and crust generated in a post-collisional setting. Int Geol Rev 2020.

Vural A, Erşen F. Geology, mineralogy and geochemistry of manganese mineralization in Gumushane, Turkey. J Eng Res Appl Sci 2019; 8:1051–1059.

Vural A. The Risk of Exposure to Natural Radiations Induced Hydrothermal Alteration Sites: Case of Canca Site (Gümüşhane, Türkiye). Göbeklitepe Int J Med Sci 2022; 5:14–22.

Yücel C. Geochronology, geochemistry, and petrology of adakitic Pliocene–Quaternary volcanism in the Şebinkarahisar (Giresun) area, NE Turkey. Int Geol Rev 2019; 61:754–777.

Vural A. Zenginleştirilmiş Jeoturizm Güzergahlarına Dair Farkındalık Oluşturulması : Eski Gümüşhane - Dörtkonak Güzergahı. Gümüşhane Üniversitesi Sos Bilim Enstitüsü Elektron Derg 2019; 10:250–274.

Vural A, Külekçi G. Zenginleştirilmiş Jeoturizm Güzergahı:Gümüşhane-Bahçecik Köyü. Euroasia J Math Eng Nat Med Sci 2021; 8:1–23.

Şengör AMC, Özeren S, Genç T, Zor E. East Anatolian High Plateau as a mantle-supported, north-south shortened domal structure. Geophys Res Lett 2003; 30.

Vural A. Trace element accumulation behavior, ability, and propensity of Taraxacum officinale F.H. Wigg (Dandelion). Environ Sci Pollut Res 2024; 31:16667–16684.

Published
2024-06-30
How to Cite
Vural, A., & Kaygusuz, A. (2024). The Geostatistical Evaluation of the Genetic Relationship of Rocks: A Case Study of the Derinoba-Kayadibi Granites. Journal of Engineering Research and Applied Science, 13(1), 2537-2552. Retrieved from http://journaleras.com/index.php/jeras/article/view/355
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