Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques
This reprint exists to solve high complexity issues in remote sensing data processing, geochemical data analysis, geophysical data analysis and appropriate applications of GIS techniques for data fusion designed for mineral and hydrocarbon exploration. This reprint contains updated and informative k...
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| Formaat: | Online |
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| Taal: | Engels |
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MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Online toegang: | ONIX_20230307_9783036567952_109 |
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| _version_ | 1869528279341334528 |
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| collection | Directory of Open Access Books |
| description | This reprint exists to solve high complexity issues in remote sensing data processing, geochemical data analysis, geophysical data analysis and appropriate applications of GIS techniques for data fusion designed for mineral and hydrocarbon exploration. This reprint contains updated and informative knowledge of remote sensing imagery, geochemistry, geophysics and geospatial techniques that can assist in delineating the signatures and patterns linked to deep-seated, covered, blind, or buried mineral deposits and onshore oil slick detection, offshore oil spill monitoring and hydrocarbon exploration. It includes several color figures for remotely-sensed recognition of mineralization-related footprints. Additionally, this reprint comprehends several interactive flowcharts for describing the procedures explained therein. |
| format | Online |
| id | doab-20.500.12854ir-98099 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-980992024-04-11T15:11:20Z Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques Pour, Amin Beiranvand Rahmani, Omeid Parsa, Mohammad multispectral satellite data PALSAR gold exploration Wadi Hodein shear belt transpressional deformation gold-bearing quartz veins resources characterization bauxite residues band ratio kriging of component mineral grade ASTER chromite Khoy ophiolite spectral angle mapper (SAM) principal component analysis (PCA) porphyry copper deposits machine learning DP SVM SAM zonality method remote sensing vertical zonality index geological layer alteration K-nearest neighbor porphyry-Cu deposit magnetic method gravity method magmatic intrusion hydrothermal fluid Lower Benue Trough southeast Nigeria aeromagnetic Bornu Basin Precambrian basement depth fault system analysis massive sulfide copper exploration airborne geophysical analysis Fry analysis multifractal technique high latitudes weak information thermal anomalies radioactive element deposits Kroh shale aromatic hydrocarbons spectroscopy humic acid organic carbon mineral exploration OLI Sentinel-2 GIS Khnaiguiyah Saudi Arabia mineral prospectivity mapping random forest gold mineralization Sudan n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This reprint exists to solve high complexity issues in remote sensing data processing, geochemical data analysis, geophysical data analysis and appropriate applications of GIS techniques for data fusion designed for mineral and hydrocarbon exploration. This reprint contains updated and informative knowledge of remote sensing imagery, geochemistry, geophysics and geospatial techniques that can assist in delineating the signatures and patterns linked to deep-seated, covered, blind, or buried mineral deposits and onshore oil slick detection, offshore oil spill monitoring and hydrocarbon exploration. It includes several color figures for remotely-sensed recognition of mineralization-related footprints. Additionally, this reprint comprehends several interactive flowcharts for describing the procedures explained therein. 2023-03-07T16:34:00Z 2023-03-07T16:34:00Z 2023 book ONIX_20230307_9783036567952_109 9783036567952 9783036567945 https://directory.doabooks.org/handle/20.500.12854/98099 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/6872 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-6794-5 10.3390/books978-3-0365-6794-5 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036567952 9783036567945 276 Basel open access |
| spellingShingle | multispectral satellite data PALSAR gold exploration Wadi Hodein shear belt transpressional deformation gold-bearing quartz veins resources characterization bauxite residues band ratio kriging of component mineral grade ASTER chromite Khoy ophiolite spectral angle mapper (SAM) principal component analysis (PCA) porphyry copper deposits machine learning DP SVM SAM zonality method remote sensing vertical zonality index geological layer alteration K-nearest neighbor porphyry-Cu deposit magnetic method gravity method magmatic intrusion hydrothermal fluid Lower Benue Trough southeast Nigeria aeromagnetic Bornu Basin Precambrian basement depth fault system analysis massive sulfide copper exploration airborne geophysical analysis Fry analysis multifractal technique high latitudes weak information thermal anomalies radioactive element deposits Kroh shale aromatic hydrocarbons spectroscopy humic acid organic carbon mineral exploration OLI Sentinel-2 GIS Khnaiguiyah Saudi Arabia mineral prospectivity mapping random forest gold mineralization Sudan n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title | Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title_full | Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title_fullStr | Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title_full_unstemmed | Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title_short | Multispectral Remote Sensing Satellite Data for Mineral and Hydrocarbon Exploration: Big Data Processing and Deep Fusion Learning Techniques |
| title_sort | multispectral remote sensing satellite data for mineral and hydrocarbon exploration big data processing and deep fusion learning techniques |
| topic | multispectral satellite data PALSAR gold exploration Wadi Hodein shear belt transpressional deformation gold-bearing quartz veins resources characterization bauxite residues band ratio kriging of component mineral grade ASTER chromite Khoy ophiolite spectral angle mapper (SAM) principal component analysis (PCA) porphyry copper deposits machine learning DP SVM SAM zonality method remote sensing vertical zonality index geological layer alteration K-nearest neighbor porphyry-Cu deposit magnetic method gravity method magmatic intrusion hydrothermal fluid Lower Benue Trough southeast Nigeria aeromagnetic Bornu Basin Precambrian basement depth fault system analysis massive sulfide copper exploration airborne geophysical analysis Fry analysis multifractal technique high latitudes weak information thermal anomalies radioactive element deposits Kroh shale aromatic hydrocarbons spectroscopy humic acid organic carbon mineral exploration OLI Sentinel-2 GIS Khnaiguiyah Saudi Arabia mineral prospectivity mapping random forest gold mineralization Sudan n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | multispectral satellite data PALSAR gold exploration Wadi Hodein shear belt transpressional deformation gold-bearing quartz veins resources characterization bauxite residues band ratio kriging of component mineral grade ASTER chromite Khoy ophiolite spectral angle mapper (SAM) principal component analysis (PCA) porphyry copper deposits machine learning DP SVM SAM zonality method remote sensing vertical zonality index geological layer alteration K-nearest neighbor porphyry-Cu deposit magnetic method gravity method magmatic intrusion hydrothermal fluid Lower Benue Trough southeast Nigeria aeromagnetic Bornu Basin Precambrian basement depth fault system analysis massive sulfide copper exploration airborne geophysical analysis Fry analysis multifractal technique high latitudes weak information thermal anomalies radioactive element deposits Kroh shale aromatic hydrocarbons spectroscopy humic acid organic carbon mineral exploration OLI Sentinel-2 GIS Khnaiguiyah Saudi Arabia mineral prospectivity mapping random forest gold mineralization Sudan n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20230307_9783036567952_109 |