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Издание:2023 г., 33 стр.
Язык(и)Английский
Spatial interpolation using machine learning: from patterns and regularities to block models / Пространственная интерполяция с использованием машинного обучения: от паттернов и закономерностей к блочным моделям

In geospatial data interpolation, as in mapping, mineral resource estimation, modeling and numerical modeling in geosciences, kriging has been a central technique since the advent of geostatistics. Here, we introduce a new method for spatial interpolation in 2D and 3D using a block discretization technique (i.e., microblocking) using purely machine-learning algorithms and workflow design.

Автор(ы):Moraga P.
Издание:CRC Press, 2024 г., 297 стр., ISBN: 978-1-032-63351-0
Язык(и)Английский
Spatial statistics for data science. Theory and practice with R / Пространственная статистика для науки о данных  Теория и практика с R

Spatial Statistics for Data Science: Theory and Practice with R describes statistical methods, modeling approaches, and visualization techniques to analyze spatial data using R. The book starts by providing a comprehensive overview of the types of spatial data and R packages for spatial data retrieval, manipulation, and visualization. Then, it provides a detailed explanation of the theoretical concepts of spatial statistics, along with fully reproducible examples demonstrating how to simulate, describe, and analyze areal, geostatistical, and point pattern data in various applications. <...>

Автор(ы):Kerrich R., Richards J.P.
Издание:Economic geology, 2007 г., 40 стр.
Язык(и)Английский
Special Paper: Adakite-Like Rocks: Their Diverse Origins and Questionable Role in Metallogenesis

Based on a compilation of published sources, rocks referred to as adakites show the following geochemical and isotopic characteristics: SiO2 £56 wt percent, Al2O3 >15 wt percent, MgO normally <3 wt percent, Mg number =0.5, Sr >400 ppm, Y <18 ppm, Yb <1.9 ppm, Ni >20 ppm, Cr >30 ppm, Sr/Y >20, La/Yb >20, and 87Sr/86Sr <0.7045. Rocks with such compositions have been interpreted to be the products of hybridization of felsic partial melts from subducting oceanic crust with the peridotitic mantle wedge during ascent and are not primary magmas. High Mg andesites have been interpreted to be related to adakites by partial melting of asthenospheric peridotite contaminated by slab melts. The case for these petrogenetic models for adakites and high Mg andesites is best made in the Archean, when higher mantle geotherms resulted in subducting slabs potentially reaching partial melting temperatures at shallow depths before dehydration rendered the slab infusible. In the Phanerozoic these conditions were likely only met under certain special tectonic conditions, such as subduction of young (<25-m.y.-old) oceanic crust.

Key adakitic geochemical signatures, such as low Y and Yb concentrations and high Sr/Y and La/Yb ratios, can be generated in normal asthenosphere-derived tholeiitic to calc-alkaline arc magmas by common upper plate crustal interaction and crystal fractionation processes and do not require slab melting. An assessment of several arc volcanic suites from around the world shows that most adakite-like compositions are generated in this way and do not reflect source processes. Similarly, rare adakite-like intrusive rocks associated with some porphyry Cu deposits are the evolved products of extensive crustal-level processing of calc-alkaline basalt-an-desite-dacite-rhyolite series magmas. If slab melts contribute to such magmas, their geochemical signatures would have been obliterated or rendered ambiguous by subsequent extensive open-system processes. In Archean terranes, where adakitic and high Al tonalite-trondhjemite-granodiorite (TTG) magma series rocks are more common, porphyry Cu deposits are rare and, where found, are associated with normal calc-alkaline suites rather than adakites. The two different magma series are compositionally distinct in terms of several major and trace element parameters.

Common upper plate magmatic processes such as melting-assimilation-storage-homogenization (MASH) and assimilation-fractional-crystallization (AFC) affecting normal arc magmas can be demonstrated to explain the distinctive compositions of most adakite-like arc rocks, including high Mg andesites and especially those rare examples associated with porphyry Cu deposits. In contrast, slab melting can in most cases neither be proved nor disproved and is therefore unsatisfactory as a unique factor in porphyry Cu genesis.

Редактор(ы):Landner L.
Издание:Springer, 1987 г., 188 стр., ISBN: 3-540-18071-0
Язык(и)Английский
Speciation of metals in water, sediment and soil systems / Видообразование металлов в водных, донных и почвенных системах

It is to-day generally recognized by environmental scientists that the particular behaviour of trace metals in the environment is determined by their specific physico-chemical forms rather than by their total concentration. With the introduction, several years ago, of atomic absorption spectrometry at many laboratories involved in environmental studies, a technique for simple, rapid and cheap determination of total metal concentrations in environmental samples became available.

Автор(ы):Jekeli C.
Издание:CRC Press, 2017 г., 430 стр., ISBN: 978-1-4987-4799-8
Язык(и)Английский
Spectral methods in geodesy and geophysics / Спектральные методы в геодезии и геофизике

The genesis of this book is a course first taught to students in Geodetic Science at the Ohio State University soon after the Fast Fourier Transform was introduced to spherical harmonic analysis of the Earth’s gravity field. That was in the 1980s and only a few text books existed that treated the subject from the geophysical viewpoint, specifically with the spatial coordinates as independent variables in two dimensions.

Издание 13
Издание:BASF Construction Chemicals Europe Ltd, 2014 г., 293 стр.
Язык(и)Английский
Sprayed concrete for ground support / Набрызгбетон для крепления подземных горных выработок

Underground construction contributes uniquely to the sustainable development of new subsurface space for public and infrastructure use. Improving the world beneath us means improving the world that lies above us. The nature of today’s projects and future challenges demand that the boundaries of technical limitations are pushed back wherever they exist. To prevail over them, continuous advances in equipment design, product technologies, working processes and design engineering are required to expand horizons underground. <...>

Издание:SRK, 2002 г., 286 стр.
Язык(и)Английский
SRK Consulting. Applied Mining Geostatistics For Geologists & Mining Engineers / Прикладная горная геостатистика для геологов и горных инженеров

Estimating mineral resources from drill hole data is an activity that is fraught with difficulty. Most classical statisticians would regard the data for  any ore reserve estimate as dangerously inadequate. This would often apply even in cases where the geologist felt that the deposit had been "overdrilled". <...>

Издание 6
Автор(ы):Hoefs J.
Издание:Springer, 2009 г., 292 стр., ISBN: 978-3-540-70703-5
Язык(и)Английский
Stable isotope geochemistry / Геохимия стабильных изотопов

Stable isotope investigations in the earth sciences continue to grow, maybe faster than ever before. After publication of the 5th edition, tremendous progress has been achieved in many subfields of stable isotope geochemistry. To name a few:

– Applications of Multicollector - ICP-MS has grown rapidly and now enable investigations on natural isotope variations of a wide range of transition and heavy elements that could not previously be measured with adequate precision.

Редактор(ы):Cole D.R., Valley J.W.
Издание:657 стр.
Язык(и)Английский
Stable isotope geochemistry / Геохимия стабильных изотопов

The scientific editors of this volume, John Valley and David Cole, organized a Short Course on Stable Isotope Geochemistry presented November 2-4 2001 in conjunction with the annual meetings of the Geological Society of America in Boston, Massachusetts. The contributors to this review volume were the instructors. The Mineralogical Society of America (MSA) sponsored the course and is published and distributor of this and other books in the Review in Mineralogy and Geochemistry series. Alex Speer, Executive Director of MSA, and Myrna Byer, of Printing Service Associates, Inc., are acknowledged for their considerable contributions to the success of this volume <...>

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