Scinovex
Physical Sciences → Computer Science → Artificial Intelligence

Geochemistry and Geologic Mapping

This cluster of papers focuses on the application of machine learning, remote sensing, and compositional data analysis techniques for mineral prospectivity mapping. It explores the use of advanced technologies such as ASTER and hyperspectral imaging to identify geological features, geochemical anomalies, and hydrothermal alterations associated with mineralization. The cluster also delves into the challenges and opportunities in using support vector machines, fractal modeling, and statistical analysis for predicting undiscovered mineral deposits.

4M works worldwide1.7M citations
Machine LearningMineral ProspectivityRemote SensingCompositional Data AnalysisGeological MappingHyperspectral ImagingSupport Vector MachinesFractal ModelingGeochemical AnomaliesLithological Mapping

Journals publishing in this area

1Geochimica et Cosmochimica Acta cover
Geochimica et Cosmochimica Acta
ISSN 0016-70372,930 articles in this topic
465h-index
2Geological Society of America Bulletin cover
Geological Society of America Bulletin
ISSN 0016-76062,711 articles in this topic
301h-index
3Chemical Geology cover
Chemical Geology
ISSN 0009-25412,459 articles in this topic
308h-index
4Geology cover
Geology
ISSN 0091-76131,897 articles in this topic
323h-index
5
American Mineralogist
ISSN 0003-004X1,855 articles in this topic
224h-index
6
Contributions to Mineralogy and Petrology
ISSN 0010-79991,600 articles in this topic
269h-index
7Earth and Planetary Science Letters cover
Earth and Planetary Science Letters
ISSN 0012-821X1,375 articles in this topic
396h-index
8Tectonophysics cover
Tectonophysics
ISSN 0040-1951924 articles in this topic
289h-index
9
Environmental Monitoring and Assessment
ISSN 0167-6369887 articles in this topic
180h-index
10Geoderma cover
Geoderma
ISSN 0016-7061878 articles in this topic
267h-index
11International Journal of Remote Sensing cover
International Journal of Remote Sensing
ISSN 0143-1161837 articles in this topic
266h-index
12IEEE Transactions on Geoscience and Remote Sensing cover
IEEE Transactions on Geoscience and Remote Sensing
ISSN 0196-2892771 articles in this topic
378h-index
13
Geophysics
ISSN 0016-8033635 articles in this topic
308h-index
14Earth-Science Reviews cover
Earth-Science Reviews
ISSN 0012-8252624 articles in this topic
340h-index
15Geophysical Journal International cover
Geophysical Journal International
ISSN 0956-540X330 articles in this topic
290h-index
16Palaeogeography Palaeoclimatology Palaeoecology cover
Palaeogeography Palaeoclimatology Palaeoecology
ISSN 0031-0182294 articles in this topic
232h-index
17
Bulletin of the Seismological Society of America
ISSN 0037-1106160 articles in this topic
266h-index
18Asian Journal of Management and Commerce cover
Asian Journal of Management and Commerce
ISSN 2708-451527 articles in this topic
4h-index
19International Journal of Geography Geology and Environment cover
7h-index
20International Journal of Cloud Computing and Database Management cover
3h-index
21International Journal of Materials Science cover
International Journal of Materials Science
ISSN 2707-82212 articles in this topic
2h-index
22International Journal of Ophthalmology and Optometry cover
International Journal of Ophthalmology and Optometry
ISSN 2664-85472 articles in this topic
2h-index