Identification and mapping of high-potential iron ore alteration zone across Joda, Odisha using ASTER and EO-1 hyperion data
2018; Taylor & Francis; Volume: 64; Issue: 3 Linguagem: Inglês
10.1080/14498596.2018.1485120
ISSN1836-5655
AutoresArnab Sengupta, Manik Das Adhikari, Sabyasachi Maiti, Soumya Kanti Maiti, Pankajini Mahanta, Siddhartha Bhaumick,
Tópico(s)Soil Geostatistics and Mapping
ResumoIdentification and mapping of high-potential Iron Ore indicative alteration zone is important for new prospects. Here we have performed same through ASTER and Hyperion data by considering the in-situ and reported spectral signatures and Band Ratio techniques. The Minimum Noise Fraction and Pixel Purity Index have been applied for the noise reduction and pure pixel extraction from the Hyperion data. Spectral Angle Mapper algorithm has been used to identify the Hematite and Goethite exposures based on the spectral assembling. On the other hand, Ferric Iron, Ferrous Iron, Ferrous Silicates, and Ferric Oxide index have been applied on ASTER VNIR and SWIR data for demarcating alteration zones indicating subsurface occurrence of iron ore. Thereafter, the consistency index has been established between the ground truth/field observations and classified alteration through kappa statistics demonstrates the accurate identification and remote mapping of Iron Ore alteration zone in and around Joda region.
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