Citations (39)
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Taufique H. Mahmood, Khaled Hasan & Syed Humayun Akhter. (2019) Lithologic mapping of a forested montane terrain from Landsat 5 TM image. Geocarto International 34:7, pages 750-768.
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Kelly J. Malcolm, David W. Leverington & Michael Schindler. (2015) A Landsat-based study of black rock coatings proximal to base metal smelters, Sudbury, Ontario, Canada. International Journal of Remote Sensing 36:15, pages 3932-3960.
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J. He, J.R. Harris, M. Sawada & P. Behnia. (2015) A comparison of classification algorithms using Landsat-7 and Landsat-8 data for mapping lithology in Canada’s Arctic. International Journal of Remote Sensing 36:8, pages 2252-2276.
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Sun-Hwa Kim & Chang-Hee Hong. (2012) Antarctic land-cover classification using IKONOS and Hyperion data at Terra Nova Bay. International Journal of Remote Sensing 33:22, pages 7151-7164.
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Enton Bedini. (2012) Mapping alteration minerals at Malmbjerg molybdenum deposit, central East Greenland, by Kohonen self-organizing maps and matched filter analysis of HyMap data. International Journal of Remote Sensing 33:4, pages 939-961.
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B. Taner San & M. Lütfi Süzen. (2011) Evaluation of cross-track illumination in EO-1 Hyperion imagery for lithological mapping. International Journal of Remote Sensing 32:22, pages 7873-7889.
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Articles from other publishers (33)
Filip Arnaut, Dragana Đurić, Uroš Đurić, Mileva Samardžić-Petrović & Igor Peshevski. (2024) Application of geophysical and multispectral imagery data for predictive mapping of a complex geo-tectonic unit: a case study of the East Vardar Ophiolite Zone, North-Macedonia. Earth Science Informatics 17:2, pages 1625-1644.
Crossref
Crossref
Ali Shebl, Dávid Abriha, Amr S. Fahil, Hanna A. El-Dokouny, Abdelmajeed A. Elrasheed & Árpád Csámer. (2023) PRISMA hyperspectral data for lithological mapping in the Egyptian Eastern Desert: Evaluating the support vector machine, random forest, and XG boost machine learning algorithms. Ore Geology Reviews 161, pages 105652.
Crossref
Crossref
Michael W. DunhamAlison Malcolm & J. Kim Welford. (2023) Predictive lithology mapping using semisupervised learning: Practical insights using a case study from New South Wales, Australia. GEOPHYSICS 88:3, pages JM1-JM17.
Crossref
Crossref
Neelam Agrawal & Himanshu Govil. (2023) A deep residual convolutional neural network for mineral classification. Advances in Space Research 71:8, pages 3186-3202.
Crossref
Crossref
Anass Marzouki & Abdallah Dridri. (2023) Lithological discrimination and structural lineaments extraction using Landsat 8 and ASTER data: a case study of Tiwit (Anti-Atlas, Morocco). Environmental Earth Sciences 82:5.
Crossref
Crossref
Mohammad Ehteram, Zohreh Sheikh Khozani, Saeed Soltani-Mohammadi & Maliheh AbbaszadehMohammad Ehteram, Zohreh Sheikh Khozani, Saeed Soltani-Mohammadi & Maliheh Abbaszadeh. 2023. Estimating Ore Grade Using Evolutionary Machine Learning Models. Estimating Ore Grade Using Evolutionary Machine Learning Models
13
26
.
Vandi Dlama Kamaunji, Dlama Zira Kamaunji, Victor Gana, Eyo Eyo Ntekim, Chima Finnian Ukaomah & Agwom Istifanus Madaki. (2022) Integrated Landsat multispectral imagery and airborne geophysical data for enhanced litho-structural mapping: A case study of Adamawa Massif, north-eastern Nigeria. Journal of African Earth Sciences 195, pages 104677.
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Hojat Shirmard, Ehsan Farahbakhsh, R. Dietmar Müller & Rohitash Chandra. (2022) A review of machine learning in processing remote sensing data for mineral exploration. Remote Sensing of Environment 268, pages 112750.
Crossref
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Ashley L. Uren, Carsten Laukamp, Annette D. George, Sandra A. Occhipinti & Alan R.A. Aitken. (2021) Inferring sandstone grain size using spectral datasets: An example from the Bresnahan Group, Western Australia. Remote Sensing of Environment 252, pages 112109.
Crossref
Crossref
Arindam Guha, K. Vinod Kumar, Alok Porwal, Komal Rani, K.C. Sahoo, S.R. Aneesh Kumar, V. Singaraju, R.P. Singh, M.K. Khandelwal, P.V. Raju & P.G. Diwakar. (2019) Reflectance spectroscopy and ASTER based mapping of rock-phosphate in parts of Paleoproterozoic sequences of Aravalli group of rocks, Rajasthan, India. Ore Geology Reviews 108, pages 73-87.
Crossref
Crossref
David W. Leverington & Michael Schindler. (2018) Delineating Areas of Past Environmental Degradation near Smelters using Rock Coatings: A Case Study at Rouyn-Noranda, Quebec. Scientific Reports 8:1.
Crossref
Crossref
D. Ananth Rao & Arindam Guha. (2018) Potential Utility of Spectral Angle Mapper and Spectral Information Divergence Methods for mapping lower Vindhyan Rocks and Their Accuracy Assessment with Respect to Conventional Lithological Map in Jharkhand, India. Journal of the Indian Society of Remote Sensing 46:5, pages 737-747.
Crossref
Crossref
Jilu Feng, Derek Rogge & Benoit Rivard. (2018) Comparison of lithological mapping results from airborne hyperspectral VNIR-SWIR, LWIR and combined data. International Journal of Applied Earth Observation and Geoinformation 64, pages 340-353.
Crossref
Crossref
Julie Transon, Raphaël d’Andrimont, Alexandre Maugnard & Pierre Defourny. (2018) Survey of Hyperspectral Earth Observation Applications from Space in the Sentinel-2 Context. Remote Sensing 10:3, pages 157.
Crossref
Crossref
Joshua C. Stewart, Wendy Zhou & Paul M. Santi. (2017) Using an integrated remote sensing approach for identification of bedrock and alluvium along the Front Range mountains, Colorado. Journal of Applied Remote Sensing 11:04, pages 1.
Crossref
Crossref
Nanfeng Liu, Paul Budkewitsch & Paul Treitz. (2017) Examining spectral reflectance features related to Arctic percent vegetation cover: Implications for hyperspectral remote sensing of Arctic tundra. Remote Sensing of Environment 192, pages 58-72.
Crossref
Crossref
A. Muthamilselvan. (2016) Application of Supervised Classification and CrostaTechnique for Lithological Discrimination in Parts of South Khetri Belt, Sikar District, Rajasthan. Journal of the Indian Society of Remote Sensing 45:2, pages 377-383.
Crossref
Crossref
Zeyang Song & Claudia Kuenzer. (2017) Spectral reflectance (400–2500 nm) properties of coals, adjacent sediments, metamorphic and pyrometamorphic rocks in coal-fire areas: A case study of Wuda coalfield and its surrounding areas, northern China. International Journal of Coal Geology 171, pages 142-152.
Crossref
Crossref
Richard J. HowarthRichard J. Howarth. 2017. Dictionary of Mathematical Geosciences. Dictionary of Mathematical Geosciences
355
395
.
Anis Gasmi, Cécile Gomez, Hédi Zouari, Antoine Masse & Danielle Ducrot. (2016) PCA and SVM as geo-computational methods for geological mapping in the southern of Tunisia, using ASTER remote sensing data set. Arabian Journal of Geosciences 9:20.
Crossref
Crossref
Yuddy Ramos, Kalifa Goïta & Stéphane Péloquin. (2016) Mapping advanced argillic alteration zones with ASTER and Hyperion data in the Andes Mountains of Peru. Journal of Applied Remote Sensing 10:2, pages 026031.
Crossref
Crossref
David Leverington & Michael Schindler. (2016) Detection and Mapping of Black Rock Coatings Using Hyperion Images: Sudbury, Ontario, Canada. Remote Sensing 8:4, pages 301.
Crossref
Crossref
Chengye Zhang, Qiming Qin, Li Chen, Nan Wang, Shanshan Zhao & Jian Hui. (2015) Rapid determination of coalbed methane exploration target region utilizing hyperspectral remote sensing. International Journal of Coal Geology 150-151, pages 19-34.
Crossref
Crossref
J.R. Harris & E.C. Grunsky. (2015) Predictive lithological mapping of Canada's North using Random Forest classification applied to geophysical and geochemical data. Computers & Geosciences 80, pages 9-25.
Crossref
Crossref
Stephen Grebby, Dickson Cunningham, Kevin Tansey & Jonathan Naden. (2014) The Impact of Vegetation on Lithological Mapping Using Airborne Multispectral Data: A Case Study for the North Troodos Region, Cyprus. Remote Sensing 6:11, pages 10860-10887.
Crossref
Crossref
Derek Rogge, Benoit Rivard, Karl Segl, Brian Grant & Jilu Feng. (2014) Mapping of NiCu–PGE ore hosting ultramafic rocks using airborne and simulated EnMAP hyperspectral imagery, Nunavik, Canada. Remote Sensing of Environment 152, pages 302-317.
Crossref
Crossref
Xiya Zhang & Peijun Li. (2014) Lithological mapping from hyperspectral data by improved use of spectral angle mapper. International Journal of Applied Earth Observation and Geoinformation 31, pages 95-109.
Crossref
Crossref
Matthew J. Cracknell & Anya M. Reading. (2014) Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information. Computers & Geosciences 63, pages 22-33.
Crossref
Crossref
Jessica Mitchell, Rupesh Shrestha, Carol Moore-Ellison & Nancy Glenn. (2013) Single and Multi-Date Landsat Classifications of Basalt to Support Soil Survey Efforts. Remote Sensing 5:10, pages 4857-4876.
Crossref
Crossref
David W. Leverington & Wooil M. Moon. (2012) Landsat-TM-Based Discrimination of Lithological Units Associated with the Purtuniq Ophiolite, Quebec, Canada. Remote Sensing 4:5, pages 1208-1231.
Crossref
Crossref
TOBIAS H. KURZ, JULIE DEWIT, SIMON J. BUCKLEY, JOHN B. THURMOND, DAVID W. HUNT & RUDY SWENNEN. (2011) Hyperspectral image analysis of different carbonate lithologies (limestone, karst and hydrothermal dolomites): the Pozalagua Quarry case study (Cantabria, North‐west Spain). Sedimentology 59:2, pages 623-645.
Crossref
Crossref
Stephen Grebby, Jonathan Naden, Dickson Cunningham & Kevin Tansey. (2011) Integrating airborne multispectral imagery and airborne LiDAR data for enhanced lithological mapping in vegetated terrain. Remote Sensing of Environment 115:1, pages 214-226.
Crossref
Crossref
M.A. Misman, H.Z.M. Shafri & Raja M. Kamil Raja. (2010) Effects of Hyperspectral Data Transformations on Urban Inter-class Separations using a Support Vector Machine. Journal of Applied Sciences 10:19, pages 2241-2250.
Crossref
Crossref