Titania (TiO2) nanoparticles were produced from natural rutile sand using different approaches such as sol-gel, sonication and spray pyrolysis. The inexpensive titanium sulphate precursor was extracted from rutile sand by employing simple chemical method and used for the production of TiO2 nanoparticles. Particle size, crystalline structure, surface area, morphology and band gap of the produced nanoparticles are discussed and compared with the different production methods such as sol-gel, sonication and spray pyrolysis. Mean size distribution (d(50)) of obtained particles is 76 +/- 3, 68 +/- 3 and 38 +/- 3 nm, respectively, for sol-gel, sonication and spray pyrolysis techniques. The band gap (3.168 < 3.215 < 3.240 eV) and surface area (36 < 60 < 103 m(2) g(-1)) of particles are increased with decreasing particle size (76 > 68 > 38 nm), when the process methodology is changed from sol-gel to sonication and sonication to the spray pyrolysis. Among the three methods, spray pyrolysis yields high-surface particles with active semiconductor bandgap energy. The effects of concentration of the precursor, pressure and working temperature are less significant for large-scale production of TiO2 nanoparticles from natural minerals. (C) 2013 The Society of Powder Technology Japan. Published by Elsevier B. V. and The Society of Powder Technology Japan. All rights reserved.