Abstract :
Magnetite–apatite ores constitute important resources of both iron and phosphorus but remain challenging to beneficiate because phosphorus-bearing phases commonly occur as finely disseminated apatite, interstitial aggregates, hydrothermal overgrowths, and complex grain-boundary intergrowths within iron oxide matrices. Roasting-assisted beneficiation has emerged as a promising strategy for modifying iron mineralogy, enhancing magnetic susceptibility, improving mineral liberation, and controlling phosphorus distribution. However, existing studies remain dispersed across the following routes: oxidizing roasting, magnetization roasting, selective reduction, additive-assisted roasting, flotation, leaching, dry beneficiation, and smelting. This critical review examines the interactions among ore texture, oxygen potential, roasting temperature, residence time, degree of reduction, phosphorus migration, and beneficiation performance. Particular attention is given to moderate-temperature reduction (approximately 650–800 °C), which frequently provides a more favorable balance between iron recovery and phosphorus rejection than highly reducing metallization-oriented conditions. Thermodynamic and kinetic aspects of the hematite–magnetite–wüstite–metallic iron transformation are discussed together with phosphorus redistribution mechanisms, including apatite preservation, interfacial diffusion, secondary phosphate formation, metallic iron contamination, slag partitioning, and leaching behavior. Comparative analysis indicates that maximum metallization does not necessarily yield optimal beneficiation outcomes, as excessive reduction often promotes the incorporation of phosphorus into metallic iron. Current industrial implementation remains limited by thermal heterogeneity, atmosphere control, energy consumption, and insufficient pilot-scale validation. Future advances require integrated thermodynamic–microstructural modeling, predictive approaches to phosphorus partitioning, and energy-efficient roasting flowsheets that simultaneously enhance iron recovery and phosphorus management.
Keywords :
magnetite–apatite ores; roasting beneficiation; phosphorus partition; selective reduction; thermal activation; apatite flotationReferences :
- Ali, M. A., & Yassin, A. A. (2025). Integrated roasting and acid leaching for phosphorus removal from high-P oolitic hematite ore: A case study from El Bagrawiya, Sudan. Current Journal of Applied Science and Technology, 44(5), 109–118. https://doi.org/10.9734/cjast/2025/v44i54541
- Angelopoulos, P. M., Yang, X. S., Anastassakis, G., Koukoulis, N., Christakopoulos, P., & Taxiarchou, M. (2025). Multiscale flotation testing for the recovery of REE-bearing fluorapatite from a Finnish carbonatite complex deposit using conventional collectors and lignin nanoparticles. Minerals, 15(6), 614. https://doi.org/10.3390/min15060614..
- Apukhtina, O. B., Kamenetsky, V. S., Ehrig, K., Kamenetsky, M. B., McPhie, J., Maas, R., Meffre, S., Goemann, K., Rodemann, T., Cook, N. J., & Ciobanu, C. L. (2016). Postmagmatic magnetite–apatite assemblage in mafic intrusions: A case study of dolerite at Olympic Dam, South Australia. Contributions to Mineralogy and Petrology, 171(1), Article 2. https://doi.org/10.1007/s00410-015-1215-7.
- Baranov, L. N., & Tolstov, A. V. (2026). The features and genesis of rock-forming minerals in apatite–magnetite ores of the Tomtor massif, Northern Siberia. Geology of Ore Deposits, 68(1), 108–129. https://doi.org/10.1134/S1075701524600580.
- Bichi, A. H., Zhu, R., Liu, Y., Zhao, P., Yang, S., & Chen, Y. (2026). Influence of roasting temperature on phosphorus transformation and leaching behavior during sulfuric acid roasting of montebrasite ore: Thermodynamic and experimental insights. In Rare Metal Technology 2026. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-94404-1_27
- Birinci, M. (2021). Enrichment of apatite-bearing iron ore by magnetic separation and flotation. European Journal of Technique (EJT), 11(1), 1-6. https://doi.org/10.36222/ejt.866718.
- Broughm, S. G., Hanchar, J. M., Tornos, F., Westhues, A., & Attersley, S. (2017). Mineral chemistry of magnetite from magnetite-apatite mineralization and their host rocks: Examples from Kiruna, Sweden, and El Laco, Chile. Mineralium Deposita, 52(8), 1223–1244. https://doi.org/10.1007/s00126-017-0718.
- Cai, X., Qian, G., Zhang, B., Chen, Q., & Hu, C. (2018). Selective liberation of high-phosphorous oolitic hematite assisted by microwave processing and acid leaching. Minerals, 8(6), 245. https://doi.org/10.3390/min8060245.
- Cavaliere, P. (2022). Hydrogen assisted direct reduction of iron oxides. Springer International Publishing. https://doi.org/10.1007/978-3-030-98056-6.
- Cen, Y., Zhang, X., Han, Y., Li, Y., & Sun, Y. (2025). Study on oxidation-roasting performance and strengthening recovery of oolitic hematite ore pellets. Minerals, 16(5), 433. https://doi.org/10.3390/min16050433.
- Chen, C., Zhang, Y., Sun, W., Liu, R., Zhao, Q., & Han, Y. (2024a). New low-temperature collector for flotation separation of roasted oolitic hematite ore. Minerals Engineering, 221, 109118. https://doi.org/10.1016/j.mineng.2024.109118.
- Chen, C., Zhang, Y., Sun, W., Liu, R., Zhao, Q., & Han, Y. (2024b). Calcium carbonate as dephosphorization agent in direct reduction roasting of high-phosphorus oolitic iron ore: Reaction behavior, iron recovery and dephosphorization mechanism. Minerals, 14(10), 1023. https://doi.org/10.3390/min14101023.
- Chen, C., Zhang, Y., Zou, K., & Zhang, F. (2023a). Flotation dephosphorization of high-phosphorus oolitic ore. Minerals, 13(12), 1485. https://doi.org/10.3390/min13121485.
- Chen, J., Zhang, R., Simmonds, T., & Hayes, P. C. (2019). Microstructural changes and kinetics of reduction of hematite to magnetite in CO/CO₂ gas atmospheres. Metallurgical and Materials Transactions B, 50(5), 2612–2622. https://doi.org/10.1007/s11663-019-01659-0
- Chen, Y., Liu, W., Chen, J., & Zuo, H. (2022a). Gasification behavior of phosphorus during hydrogen-rich sintering of high-phosphorus iron ore. ISIJ International, 62(3), 496–503. https://doi.org/10.2355/isijinternational.ISIJINT-2021-468.
- Chen, Y., Liu, W., & Zuo, H. (2022b). Phosphorus reduction behavior of high-phosphate iron ore during hydrogen-rich sintering. International Journal of Minerals, Metallurgy and Materials, 29(10), 1862–1872. https://doi.org/10.1007/s12613-021-2385-0.
- Chen, Y.-H., Lan, T.-G., Gao, W., Shu, L., Tang, Y.-W., & Hu, H.-L. (2023b). In-situ texture and geochemistry of apatite from the Jinling and Zhangjiawa iron skarn deposits, eastern North China Craton: Implications for ore-forming processes and formation of high-grade ores. Ore Geology Reviews, 158, Article 105483. https://doi.org/10.1016/j.oregeorev.2023.105483.
- Childress, T. M. (2016). Iron oxide-apatite and iron oxide copper-gold deposits: Insights from apatite trace element geochemistry and experimental partitioning studies (Doctoral dissertation, University of Michigan, Ann Arbor, MI, United States). University of Michigan Deep Blue Repository. https://deepblue.lib.umich.edu/handle/2027.42/133219.
- Derqaoui, M., Aarab, I., Abidi, A., Yaacoubi, A., El Amari, K., Etahiri, A., & Bacaoui, A. (2022). Review of the reagents used in the direct flotation of phosphate ores. Arabian Journal of Geosciences, 15(1), Article 25. https://doi.org/10.1007/s12517-021-09293-4.
- Donskoi, E., Poliakov, A., Petersen, J., & Suthers, S. (2022). Ultrasonic treatment of high phosphorus Australian iron ore fines. Minerals Engineering, 189, Article 107914. https://doi.org/10.1016/j.mineng.2022.107914.
- Elbendary, A., Aleksandrova, T., & Nikolaeva, N. (2019). Influence of operating parameters on the flotation of the Khibiny apatite-nepheline deposits. Journal of Mining and Metallurgy, Section A: Mining, 55(3), 317–327. https://doi.org/10.1016/j.jmrt.2019.08.027.
- Faris, N. (2019). Beneficiation of a goethitic rare earth bearing laterite ore through pyrometallurgical pre-treatment and magnetic separation [Doctoral dissertation, RMIT University]. RMIT University Research Repository. https://research-repository.rmit.edu.au/articles/thesis/Beneficiation_of_a_goethitic_rare_earth_bearing_laterite_ore_through_pyrometallurgical_pre-treatment_and_magnetic_separation/27599694.
- Faris, N., Ram, R., Tardio, J., Bhargava, S., McMaster, S., & Pownceby, M. I. (2017). Application of ferrous pyrometallurgy to the beneficiation of rare earth bearing iron ores: A review. Minerals Engineering, 110, 20–30. https://doi.org/10.1016/j.mineng.2017.04.005.
- Freindl, K., Wojas, J., Kwiatek, N., Korecki, J., & Spiridis, N. (2020). Reversible oxidation-reduction of epitaxial iron oxide films on Pt(111): Magnetite-hematite interconversion. The Journal of Chemical Physics, 152(5), 054701. https://doi.org/10.1063/1.5136322.
- Gao, Y., Niu, F., Zhang, J., Yang, C., & Xie, X. (2025). Process mineralogy of high-silicon iron tailings from Hebei province by MLA. Physicochemical Problems of Mineral Processing, 61(6), Article 216318. https://doi.org/10.37190/ppmp/216318.
- Ge, W., Liu, J., Ma, Y., Gao, P., Yuan, S., Zhu, Y., & Han, Y. (2025). Mechanistic study of interface regulation by pullulan as an eco-friendly depressant for selective flotation of apatite from hematite. Langmuir. Advance online publication. https://doi.org/10.1021/acs.langmuir.5c01234.
- Ghazi, J. M., J., Harris, C., Rahgoshay, M., & Moazzen, M. (2019). Combined igneous and hydrothermal source for the Kiruna-type Bafq magnetite-apatite deposit in Central Iran: Trace element and oxygen isotope studies of magnetite. Ore Geology Reviews, 105, 590–604. https://doi.org/10.1016/j.oregeorev.2019.01.00.
- Gong, M., Gao, X., Ji, G., Zhou, Y., Wang, W., & Sohn, I. (2025). A new iron recovery and dephosphorization approach from unroasted high-phosphorus oolitic hematite ore via a facile chemical beneficiation process. Asia-Pacific Journal of Chemical Engineering, e3159. https://doi.org/10.1002/apj.3159 .
- Guo, J., Li, B., Peng, H., & Tao, C. (2024). Recovery of phosphors by beneficiation technology. Journal of Composites and Biodegradable Polymers, 12(2), 7–15. https://doi.org/10.12974/2311-8717.2024.12.02.
- Guo, W., Zhang, Y., Liu, J., Ma, Y., Yuan, S., Zhu, Y., & Han, Y. (2026). Synthesis and mechanistic insights of α-chlorinated lauric acid collector for selective flotation separation of apatite from hematite. Minerals Engineering, 233, 110250. https://doi.org/10.1016/j.mineng.2025.110250.
- Han, Y. X., Li, G. F., Gao, P., & Sun, Y. S. (2017). Reduction behaviour of apatite in oolitic haematite ore using coal as a reductant. Ironmaking & Steelmaking, 44(4), 287–293. https://doi.org/10.1080/03019233.2016.1210750.
- He, X.-F., Santosh, M., Tsunogae, T., & Malaviarachchi, S. P. K. (2018). Magnetite-apatite deposit from Sri Lanka: Implications on Kiruna-type mineralization associated with ultramafic intrusion and mantle metasomatism. American Mineralogist, 103(1), 26–38. https://doi.org/10.2138/am-2018-62.
- Heidarian, H., Lentz, D. R., Alirezaei, S., Peighambari, S., & Hall, D. (2016). Using the chemical analysis of magnetite to constrain various stages in the formation and genesis of the Kiruna-type Chadormalu magnetite-apatite deposit, Bafq district, Central Iran. Mineralogy and Petrology, 110(6), 927–942. https://doi.org/10.1007/s00710-016-0440-8.
- Hu, M., Zhu, D., Pan, J., Guo, Z., Yang, C., Li, S., & Cao, W. (2025a). Efficient dephosphorization and enhanced iron grain growth of high-phosphorus oolitic iron ore via direct reduction and sodium sulfate-assisted magnetic separation. Journal of Sustainable Metallurgy, 11(8), 3043–3058. https://doi.org/10.1007/s40831-025-00987.
- Hu, M., Zhu, D., Pan, J., Guo, Z., Yang, C., Li, S., & Cao, W. (2025b). Efficient removal of impurities from refractory oolitic magnetite concentrate via high-pressure alkaline leaching and ultrasonic acid leaching process. Minerals, 15(3), 220. https://doi.org/10.3390/min15030220 (m).
- Hu, M., Zhu, D., Pan, J., Guo, Z., Yang, C., Li, S., & Cao, W. (2025c). Fe–P alloy production from high-phosphorus oolitic iron ore via efficient pre-reduction and smelting separation. Minerals, 15(8), 778. https://doi.org/10.3390/min15080778.
- Huang, X.-W., & Beaudoin, G. (2019). Textures and chemical compositions of magnetite from iron oxide copper-gold (IOCG) and Kiruna-type iron oxide-apatite (IOA) deposits and their implications for ore genesis and magnetite classification schemes. Economic Geology, 114(5), 953–979. https://doi.org/10.5382/econgeo.4651.
- Ivanyuk, G. Y., Kalashnikov, A. O., Pakhomovsky, Y. A., Mikhailova, J. A., Yakovenchuk, V. N., Bazai, A. V., Sokharev, V. A., Konopleva, N. G., & Elizarova, I. R. (2016). Economic minerals of the Kovdor baddeleyite-apatite-magnetite deposit, Russia: Mineralogy, spatial distribution and ore processing optimization. Ore Geology Reviews, 77, 279–311. https://doi.org/10.1016/j.oregeorev.2016.02.008.
- Jafari, M., Chehreh Chelgani, S., Pourghahramani, P., & Ebadi, H. (2018). Measurement of collector concentrations to make an efficient mixture for flotation of a low-grade apatite. Measurement, 121, 100–107. https://doi.org/10.1016/j.measurement.2018.02.052.
- Ji, G., Gao, X., Wang, W., Zhou, Y., & Sohn, I. (2024a). Separation of iron and phosphorus from high-phosphorus oolitic hematite using direct reduction and magnetic separation. In Characterization of Minerals, Metals, and Materials 2024 (pp. 253–264). Springer. https://doi.org/10.1007/978-3-031-50304-7_12.
- Ji, G., Xiao, C., Gao, X., Zhou, Y., Sohn, I. L., Ueda, S., & Wang, W. (2024b). Migration behavior of iron and phosphorus during gas-based reduction for high-phosphorus iron ore. Minerals Engineering, 213, Article 108765. https://doi.org/10.1016/j.mineng.2024.108765
- Krolop, P., Jantschke, A., Gilbricht, S., Niiranen, K., & Seifert, T. (2019). Mineralogical imaging for characterization of the Per Geijer apatite iron ores in the Kiruna district, northern Sweden: A comparative study of mineral liberation analysis and Raman imaging. Minerals, 9(9), 544. https://doi.org/10.3390/min909054.
- Krolop, P., Niiranen, K., Gilbricht, S., & Seifert, T. (2022). Process mineralogical assessment of the grinding products of the Per Geijer iron oxide-apatite deposits. Mineral Processing and Extractive Metallurgy Review, 43(8), 1014–1020. https://doi.org/10.1080/08827508.2021.202351.
- La Cruz, N. L., Simon, A. C., Wolf, A. S., Reich, M., Barra, F., & Gagnon, J. E. (2019). The geochemistry of apatite from the Los Colorados iron oxide–apatite deposit, Chile: Implications for ore genesis. Mineralium Deposita, 54(8), 1143–1156. https://doi.org/10.1007/s00126-019-00861-z.
- Li, W., Yu, Y., Sun, Y., & Li, Y. (2025). Efficient iron recovery and dephosphorization from high-phosphorus oolitic iron ore: Process optimization and mineralogy. Journal of Environmental Chemical Engineering, 13(6), Article 116383. https://doi.org/10.1016/j.jece.2025.116383.
- Liu, X., Ruan, Y., Li, C., & Cheng, R. (2017). Effect and mechanism of phosphoric acid in the apatite/dolomite flotation system. International Journal of Mineral Processing, 167, 95–102. https://doi.org/10.1016/j.minpro.2017.08.006.
- Lu, Y., Meng, Y., Huang, X., Wang, C., Yang, B., Tanhou, M., & Xie, H. (2024). Element and mineral characteristics of tailings in the porphyry-type iron deposit from Ningwu Basin. Rock and Mineral Analysis, 43(2), 259–269. https://doi.org/10.15898/j.ykcs.20221012019.
- Mao, M., Rukhlov, A. S., Rowins, S. M., Spence, J., & Coogan, L. A. (2016). Apatite trace element compositions: A robust new tool for mineral exploration. Economic Geology, 111(5), 1187–1222. https://doi.org/10.2113/econgeo.111.5.1187
- Mitrofanova, G. V., Pospelova, Y. P., & Sedinin, D. F. (2023). Processability of fine-grained magnetite–apatite ore mill tailings at Kovdor deposit. Journal of Mining Science, 59(5), 813–820. https://doi.org/10.1134/S1062739123050137.
- Mondal, R. (2017). Studies on beneficiation and dephosphorization of high phosphorus iron ores (Master’s thesis). Indian Institute of Technology (Indian School of Mines), Dhanbad, India. http://20.198.91.3:8080/jspui/bitstream/123456789/8524/1/M.Sc%28Geological%20Science%29%20Rajdeep%20Mondal.pdf.
- Neuppmann, P. H., & da Luz, J. A. M. (2022). Magnetic separation of roasted hematitic ore. HOLOS, 6, 1–15. https://doi.org/10.15628/holos.2022.10055.
- Nie, L., Fan, Y., Zhou, T., Zhang, L., White, N. C., & Qin, H. (2017). Geology, geochemistry and genesis of the Makou magnetite-apatite deposit in the Luzong volcanic basin, Middle-Lower Yangtze River Valley Metallogenic Belt, Eastern China. Sedimentary Geology, 361, 96–112. https://doi.org/10.1016/j.sedgeo.2017.10.003.
- Ofoegbu, S. U. (2019). Characterization studies on Agbaja iron ore: A high-phosphorus content ore. SN Applied Sciences, 1(3), Article 204. https://doi.org/10.1007/s42452-019-0218-9.
- Ofoegbu, S. U. (2019). Technological challenges of phosphorus removal in high-phosphorus ores: Sustainability implications and possibilities for greener ore processing. Sustainability, 11(23), 6787. https://doi.org/10.3390/su11236787
- Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71. https://doi.org/10.1136/bmj.n7.
- Pan, J., Lu, S., Li, S., Zhu, D., Guo, Z., Shi, Y., & Dong, T. (2022). A new route to upgrading the high-phosphorus oolitic hematite ore by sodium magnetization roasting, magnetic separation, acid and alkaline leaching process. Minerals, 12(5), 568. https://doi.org/10.3390/min12050568
- Peng, X., Liu, W., Zhao, Q., Liu, W., Tong, K., & Zhao, P. (2022). Development and utilization of a novel hydrogen bonding enhanced collector in the separation of apatite from quartz. Minerals Engineering, 186, 107477. https://doi.org/10.1016/j.mineng.2022.107477.
- Pereira, A. C., & Papini, R. M. (2015). Processes for phosphorus removal from iron ore: A review. REM: Revista Escola de Minas, 68(3), 331–335. https://doi.org/10.1590/0370-44672014680202..
- Pietruszka, D. K., Hanchar, J. M., Tornos, F., Wirth, R., Graham, N. A., Severin, K. P., Velasco, F., Steele-MacInnis, M., & Bain, W. M. (2023). Magmatic immiscibility and the origin of magnetite-(apatite) iron deposits. Nature Communications, 14, Article 8424. https://doi.org/10.1038/s41467-023-43655-8.
- Qin, S., Li, C., Jiang, M., Liu, C., Xie, H., & Li, B. (2026). Process design and optimization for resource-efficient recovery of Fe, rare earth elements, niobium, and fluorite from Bayan Obo tailings. Minerals Engineering, 240, 110920. https://doi.org/10.1016/j.mineng.2026.110920.
- Rajabi, M., & Pourghahramani, P. (2025). Feasibility study on apatite recovery from iron ore beneficiation tailings using flotation process. International Journal of Mining and Geo-Engineering, 59(2), 157–163. https://doi.org/10.22059/ijmge.2025.395656.595260.
- Rodríguez-Mustafa, M. A., Simon, A. C., del Real, I., Thompson, J. F. H., Bilenker, L. D., Barra, F., Bindeman, I., & Caldwell, D. (2020). A continuum from iron oxide copper-gold to iron oxide-apatite deposits: Evidence from Fe and O stable isotopes and trace element chemistry of magnetite. Economic Geology, 115(7), 1443–1459. https://doi.org/10.5382/econgeo.4752.
- Ruan, Y., He, D., & Chi, R. (2019). Review on beneficiation techniques and reagents used for phosphate ores. Minerals, 9(4), 253. https://doi.org/10.3390/min9040253.
- Ruan, Y., Zhang, Z., Luo, H., Xiao, C., Zhou, F., & Chi, R. (2018). Effects of metal ions on the flotation of apatite, dolomite and quartz. Minerals, 8(4), 141. https://doi.org/10.3390/min8040141.
- Salazar, . S., Tornos, F., Velasco, F., & Hanchar, J. M. (2024). Trace element geochemistry of magnetite from the Cerro Negro Norte iron oxide–apatite deposit, northern Chile. Ore Geology Reviews, 169, Article 105932. https://doi.org/10.1016/j.oregeorev.2024.105932.
- Sedlmaier C C B., Oliveira, R. N. de, Silva, G. E. da, & Leal Filho, L. de S. (2025). Dry concentration of phosphate ore by using a triboelectrostatic belt separator in pilot scale. Minerals, 15(9), 994. https://doi.org/10.3390/min15090994
- She, X.-F., Cho, J., Wang, G., Xue, Q.-G., & Wang, J. (2017). Dephosphorization in the reduction and melting separation of high phosphorus hematite carbon bearing pellets. Journal of Residuals Science and Technology, 14(1), 201–209. https://doi.org/10.12783/issn.1544-8053/14/1/25.
- Silva, A. C., Amorim, A. L. S., Schons Silva, E. M., Oliveira Lima, R. V., & Domingues da Mata, C. E. (2020). Flotation tests with a mix of two natural oils as apatite collectors. Material Science & Engineering International Journal, 4(4), 144–147. https://doi.org/10.15406/mseij.2020.04.00117..
- Sparrow, G. J., Fisher-White, M. J., & Lovel, R. R. (2022). Chemical separation of iron ore. In L. Lu (Ed.), Iron Ore: Mineralogy, Processing and Environmental Sustainability (2nd ed., pp. 111–142). Woodhead Publishing/Elsevier. https://doi.org/10.1016/B978-0-12-820226-5.00005-7.
- Suleimen, B., Kim, S., Lee, J., & Park, Y. (2025b). Behavior of phosphorus during selective reduction of iron from high-phosphorus oolitic iron ore. Materials, 18(17), 4051. https://doi.org/10.3390/ma1817405.
- Suleimen, B., Kosdauletov, N., & Adilov, G. (2025). Dephosphorization of high-phosphorus oolitic iron ore by prereduction with carbon monoxide followed by smelting. The Open Chemical Engineering Journal, 19, e18741231409126. https://doi.org/10.2174/0118741231403108250728084748.
- Suleimen, B., Kosdauletov, N., & Adilov, G. (2025a). Dephosphorization of high-phosphorus oolitic iron ore by prereduction with carbon monoxide followed by smelting. The Open Chemical Engineering Journal, 19, e18741231409126. https://doi.org/10.2174/011874123140912625073110092
- Tang, H., Qin, Y., & Qi, T. (2016). Phosphorus removal and iron recovery from high-phosphorus hematite using direct reduction followed by melting separation. Mineral Processing and Extractive Metallurgy Review, 37(4), 236–245. https://doi.org/10.1080/08827508.2016.1181628.
- Tian, P., Gao, P., & Tang, Z. (2026). Effect of hydrogen-based mineral phase transformation on the grinding characteristics of hematite: Particle size distribution, grinding kinetics, and microscopic characteristics. Mineral Processing and Extractive Metallurgy Review.
- Tornos, F., Hanchar, J. M., Muñizaga, R., Velasco, F., & Galindo, C. (2021). The role of the subducting slab and melt crystallization in the formation of magnetite-(apatite) systems, Coastal Cordillera of Chile. Mineralium Deposita, 56(2), 253–278. https://doi.org/10.1007/s00126-020-00959-9.
- Tornos, F., Hanchar, J. M., Steele-MacInnis, M., Crespo, E., Kamenetsky, V. S., & Casquet, C. (2024). Formation of magnetite-(apatite) systems by crystallizing ultrabasic iron-rich melts and slag separation. Mineralium Deposita, 59(1), 189–225. https://doi.org/10.1007/s00126-023-01203-w.
- Tornos, F., Velasco, F., & Hanchar, J. M. (2017). The magmatic to magmatic-hydrothermal evolution of the El Laco deposit (Chile) and its implications for the genesis of magnetite-apatite deposits. Economic Geology, 112(7), 1595–1628. https://doi.org/10.5382/econgeo.2017.4523
- Vapur, H., Top, S., Kurşun, İ., & Deveci, H. (2020). Comparison of iron ores upgraded with Falcon concentrator and magnetic separators assisted by coal reduction-conversion process. Particle Science and Technology, 38(4), 409–418. https://doi.org/10.1080/02726351.2018.1548532.
- Wang, B., Liu, Y., Zhang, H., Li, X., & Chen, Z. (2026). Comparative study of metallic iron production from high-phosphorus iron ore through reduction roasting and magnetic separation routes. Materials, 19(8), 1499. https://doi.org/10.3390/ma19081499.
- Wang, Y., Liu, W., Zhao, Q., Tong, K., Peng, X., & Zhao, P. (2022). Selective flotation separation of apatite from calcite using hydrolytic polymaleic anhydride as an eco-friendly and efficient depressant. Minerals Engineering, 184, 107638. https://doi.org/10.1016/j.mineng.2022.107638.
- Wu, S., Li, Z., Bo, L., Wei, Y., Zhang, H., Xu, H., Shao, S., & Kou, J. (2026). A study on direct reduction–magnetic separation for dephosphorization of pre-concentrated high-phosphorus iron ore. International Journal of Minerals, Metallurgy and Materials. Advance online publication. https://doi.org/10.1007/s12613-026-3387-.
- Wu, S., Sun, Y., Gao, P., Han, Y., & Li, G. (2023). Green and efficient separation of iron and phosphorus from high-phosphorus oolitic iron ore by reduction roasting without a dephosphorization agent. Process Safety and Environmental Protection, 176, 304–315. https://doi.org/10.1016/j.psep.2023.05.095
- Wu, S., Sun, T., Kou, J., Gao, E., & Xu, H. (2021). Effect of additives on iron recovery and dephosphorization by reduction roasting–magnetic separation of refractory high-phosphorus iron ore. Powder Technology, 398, 117129. https://doi.org/10.1016/j.powtec.2021.117129.
- Wu, S., Sun, T., Kou, J., Xu, H., & Zhang, Y. (2023b). A new iron recovery and dephosphorization approach from high-phosphorus oolitic iron ore via oxidation roasting-gas-based reduction and magnetic separation process. Powder Technology, 413, Article 118043. https://doi.org/10.1016/j.powtec.2022.118043.
- Wu, S., Sun, T., & Xu, H. (2023c). A new way to efficient utilization of eggshell waste: As green dephosphorization agent and accelerator for reduction roasting of high-phosphorus oolitic iron ore. Process Safety and Environmental Protection, 174, 469–481. https://doi.org/10.1016/j.psep.2023.03.058.
- Xiao, J., & Zhou, L. (2019). Increasing iron and reducing phosphorus grades of magnetic-roasted high-phosphorus oolitic iron ore by low-intensity magnetic separation–reverse flotation. Processes, 7(6), 388. https://doi.org/10.3390/pr7060388.
- Xu, H., Li, R., Kou, J., Wen, X., Lin, J., Yin, J., Sun, C., & Sun, T. (2025). Coal-based direct reduction for dephosphorization of high-phosphorus iron ore: A critical review. Minerals, 15(10), 1067. https://doi.org/10.3390/min15101067.
- Yehia, A., Abd El-Halim, S., Sharada, H., Fadel, M., & Ammar, M. (2021). Application of a fungal cellulase as a green depressant of hematite in the reverse anionic flotation of a high-phosphorus iron ore. Minerals Engineering, 167, Article 106903. https://doi.org/10.1016/j.mineng.2021.106903.
- You, J., Zhang, S., Wu, S., Yan, L., Huang, W., & Rao, M. (2024). Preparation of reduced iron powder from high-phosphorus iron ore: A pilot-scale rotary-kiln investigation. Mineral Processing and Extractive Metallurgy Review, 45(5), 644–653. https://doi.org/10.1080/08827508.2023.2227326.
- Zhang, H., Zhang, P., Zhou, F., & Lu, M. (2022). Application of multi-stage dynamic magnetizing roasting technology on the utilization of cryptocrystalline oolitic hematite: A review. International Journal of Mining Science and Technology, 32(4), 865–876. https://doi.org/10.1016/j.ijmst.2022.05.001

