{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T03:02:07Z","timestamp":1774234927344,"version":"3.50.1"},"reference-count":52,"publisher":"Scientific Research Publishing, Inc.","issue":"11","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.scirp.org"],"crossmark-restriction":true},"short-container-title":["OJG"],"published-print":{"date-parts":[[2021]]},"DOI":"10.4236\/ojg.2021.1111030","type":"journal-article","created":{"date-parts":[[2021,11,19]],"date-time":"2021-11-19T02:31:03Z","timestamp":1637289063000},"page":"596-620","update-policy":"https:\/\/doi.org\/10.4236\/scirp.2020.crossmarkpolicy","source":"Crossref","is-referenced-by-count":2,"title":["Geochemical and Behavioral Modeling of Phosphorus and Sulfur as Deleterious Elements of Iron Ore to Be Used in Geometallurgical Studies, Sheytoor Iron Ore, Iran"],"prefix":"10.4236","volume":"11","author":[{"given":"Aref","family":"Shirazi","sequence":"first","affiliation":[]},{"given":"Adel","family":"Shirazy","sequence":"additional","affiliation":[]},{"given":"Hamed","family":"Nazerian","sequence":"additional","affiliation":[]},{"given":"Shayan","family":"Khakmardan","sequence":"additional","affiliation":[]}],"member":"2751","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3133\/pp127"},{"key":"ref2","unstructured":"Clarke, F.W. (1920) The Data of Geochemistry. US Government Printing Office, Washington DC."},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SGC.2017.8308877"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2019.8927114"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.surfcoat.2008.05.038"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1021\/es903340h"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.mineng.2019.106022"},{"key":"ref8","unstructured":"Ghosh, A. and Chatterjee, A. (2008) Iron Making and Steelmaking: Theory and Practice. PHI Learning Pvt. Ltd., New Delhi."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-007-5625-0"},{"key":"ref10","unstructured":"Shirazy, A., Ziaii, M. and Hezarkhani, A. (2020) Geochemical Behavior Investigation Based on K-Means and Artificial Neural Network Prediction for Copper, in Kivi Region, Ardabil Province, IRAN. Iranian Journal of Mining Engineering, 14, 96-112."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.4236\/ojg.2019.96021"},{"key":"ref12","unstructured":"Shirazy, A., Shirazi, A. and Hezarkhani, A. (2018) Predicting Gold Grade in Tarq 1: 100000 Geochemical Map Using the Behavior of Gold, Arsenic and Antimony by K-Means Method. Journal of Mineral Resources Engineering, 2, 11-23."},{"key":"ref13","unstructured":"Hezarkhani, A. and Ghannadpour, S.S. (2015) Geochemical Behavior Investigation Based on K-Means Clustering: Basics, Concepts and Case Study. LAP Lambert Academic Publishing, Saarbr\u00fccken."},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18844\/gjcs.v8i2.3264"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.22214\/ijraset.2021.38121"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.17265\/2328-2193\/2018.03.004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.4236\/ojg.2018.87041"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.7753\/IJSEA0704.1001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.7753\/IJSEA0704.1002"},{"key":"ref21","unstructured":"Samimi Namin, M. (2006) Report on Potential Detection and Preliminary Exploration of Iron, Gold and Copper in Sarbisheh City. Madankav Engineering Co., Tehran, 238 p."},{"key":"ref22","unstructured":"Shirazi, A., Shirazy, A. and Karami, J. (2018) Remote Sensing to Identify Copper Alterations and Promising Regions, Sarbishe, South Khorasan, Iran. International Journal of Geology and Earth Sciences, 4, 36-52."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/min10100869"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.7753\/IJSEA0709.1004"},{"key":"ref25","doi-asserted-by":"crossref","unstructured":"Shirazy, A., Shirazi, A. and Nazerian, H. (2021) Application of Remote Sensing in Earth Sciences\u2014A Review. International Journal of Science and Engineering Applications, 10, 45-51.","DOI":"10.7753\/IJSEA1005.1001"},{"key":"ref26","doi-asserted-by":"crossref","unstructured":"Yasrebi, A.B., Afzal, P., Wetherelt, A., Foster, P. and Esfahanipour, R. (2013) Correlation between Geology and Concentration-Volume Fractal Models: Significance for Cu and Mo Mineralized Zones Separation in the Kahang Porphyry Deposit (Central Iran). Geologica Carpathica, 64, 153-163.","DOI":"10.2478\/geoca-2013-0011"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.4236\/ojg.2021.118018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18844\/gjcs.v10i2.5894"},{"key":"ref29","doi-asserted-by":"crossref","unstructured":"Khayer, K., Shirazy, A., Shirazi, A., Ansari, A., Nazerian, H. and Hezarkhani, A. (2021) Determination of Archie\u2019s Tortuosity Factor from Stoneley Waves in Carbonate Reservoirs. International Journal of Science and Engineering Applications, 10, 107-110.","DOI":"10.7753\/IJSEA1008.1001"},{"key":"ref30","doi-asserted-by":"crossref","unstructured":"Shirazy, A., Hezarkhani, A., Timkin, T. and Shirazi, A. (2021) Magneto-\/Radio-Metric Behavior in Order to Identify an Estimator Model Using K-Means Clustering and Artificial Neural Network (ANN) (Iron Ore Deposit, Yazd, IRAN). Minerals, 11.","DOI":"10.3390\/min11121304"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.4236\/jmmce.2021.91001"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.4236\/ojg.2020.1012055"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.4236\/ojg.2018.89049"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.22214\/ijraset.2021.37775"},{"key":"ref35","unstructured":"Yousefi, M. (2016) General and Detailed Exploration of Iron Ore Anomalies of Iran\u2019s Central Plateau, 5a Anomlay (Sheytoor-Gazestan). Madankav Engineering Co., Tehran."},{"key":"ref36","doi-asserted-by":"crossref","unstructured":"Shirazi, A. and Shirazy, A. (2020) Introducing Geotourism Attractions in Toroud Village, Semnan Province, IRAN. International Journal of Science and Engineering Applications, 9, 79-86.","DOI":"10.7753\/IJSEA0906.1002"},{"key":"ref37","unstructured":"Shirazi, A. (2018) Geochemical Investigations and Modeling on Sheytoor Iron Deposit, Bafq. Mining and Metallurgical Engineering Department, Amirkabir University of Technology, Tehran Polytechnic, Tehran."},{"key":"ref38","unstructured":"Hassanipak, A.A. and Sharafeddin, M. (2005) Exploration Data Analysis, Vol. 1. Tehran University Press, Tehran."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1969.10490657"},{"key":"ref40","unstructured":"Maddala, G.S. (1992) Outliers. Introduction to Econometrics. 2nd Edition, MacMillan, New York."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-34099-9_5"},{"key":"ref42","unstructured":"Hassani Pak, A. (1998) Geostatistics. University of Tehran, Tehran."},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/BF00889887"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2007.07.010"},{"key":"ref45","unstructured":"Ataeipoor, M. (2006) Basics of Mineral Modeling, Vol. 1. Amirkabir University of Technology (Tehran Polytechnic) Press, Tehran."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s11707-017-0682-8"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.08.005"},{"key":"ref48","unstructured":"Shirazy, A., Shirazi, A. and Hezarkhani, A. (2020) Behavioral Analysis of Geochemical Elements in Mineral Exploration. LAP LAMBERT Academic Publishing, city."},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.gexplo.2011.03.005"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.oregeorev.2013.05.005"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(95)00117-4"},{"key":"ref52","unstructured":"Spalla, M.I., Marotta, A.M. and Gosso, G. (2010) Advances in Interpretation of Geological Processes: Refinement of Multi-Scale Data and Integration in Numerical Modelling. Geological Society of London, London."}],"container-title":["Open Journal of Geology"],"original-title":[],"link":[{"URL":"https:\/\/www.scirp.org\/journal\/paperinformation?paperid=113290","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.scirp.org\/xml\/113290.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.scirp.org\/journal\/paperinformation?paperid=113290","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T02:32:36Z","timestamp":1774233156000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.scirp.org\/journal\/paperinformation?paperid=113290"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":52,"journal-issue":{"issue":"11","published-print":{"date-parts":[[2021]]}},"URL":"https:\/\/doi.org\/10.4236\/ojg.2021.1111030","relation":{},"ISSN":["2161-7570","2161-7589"],"issn-type":[{"value":"2161-7570","type":"print"},{"value":"2161-7589","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}