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Geostatistics Valencia 2016 1st ed. 2017 [Hardback]

  • Formāts: Hardback, 974 pages, height x width: 235x155 mm, 405 Illustrations, color; 198 Illustrations, black and white; XIX, 974 p. 603 illus., 405 illus. in color., 1 Hardback
  • Sērija : Quantitative Geology and Geostatistics 19
  • Izdošanas datums: 09-Mar-2017
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319468189
  • ISBN-13: 9783319468181
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  • Formāts: Hardback, 974 pages, height x width: 235x155 mm, 405 Illustrations, color; 198 Illustrations, black and white; XIX, 974 p. 603 illus., 405 illus. in color., 1 Hardback
  • Sērija : Quantitative Geology and Geostatistics 19
  • Izdošanas datums: 09-Mar-2017
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3319468189
  • ISBN-13: 9783319468181
This book contains selected contributions presented at the 10th International Geostatistics Congress held in Valencia from 5 to 9 September, 2016. This is a quadrennial congress that serves as the meeting point for any engineer, professional, practitioner or scientist working in geostatistics. The book contains carefully reviewed papers on geostatistical theory and applications in fields such as mining engineering, petroleum engineering, environmental science, hydrology, ecology, and other fields.

Special session in honor of professor Danie KrigeProfessor Danie Krige"s first memorial lecture: A summary of the basic tenets of evaluating the mineral resource assets of mining companies, as observed in Professor Danie Krige"s pioneering work over half a centuryUsing classical Geostatistics to quantify the spatiotemporal dynamics of a neurodegenerative disease from brain MRITheoryCan Measurement Errors be characterized from Duplicates?Modeling Asymmetrical facies successions using Pluri-Gaussian SimulationsConsiderations for the use of sequential sampling techniquesA truly multivariate Normal Score Transform based on Lagrangian FlowFunctional Decomposition Kriging for Embedding Stochastic Anisotropy SimulationsMining EngineeringUsing samples of unequal length to estimate grades in a mineral depositNew Approach to Recoverable Resource Modelling: The Multivariate Case at Olympic DamComparison of two grade multivariate simulation approaches on an iron oxide

copper gold depositComplexities in the geostatistics estimation of minerals deposits Besshi type on the nor-west of Pinar del Rķo, Cuba.Definition of Operational Mining Unit (OMU) SizeOptimizing Infill Drilling Decisions using Multi-armed Bandits: Application in a Long-term, Multi-element StockpileA new high-order statistical simulation that is non-stationary and transformation invariantFixing Panel Artifacts in LIK Block ModelsImplications of algorithm and parameter choice: Impacts of geological uncertainty simulation methods on project decision makingApproaching simultaneous local and global accuracyGeostatistics for Variable Geometry VeinsDrilling Grid Analysis for Defining Open Pit and Underground Mineral Resources Catego-rization Using Brazilian Sulphide Deposit (Cu-Au) Production DataA High-Order, Data-Driven Framework for Joint Simulation of Categorical VariablesConditional Bias in Kriging - Let"s Keep ItOperational SMU definition at a Brazilian copp

er operationFrom the spatial sampling of a deposit to mineral resources classificationResource Model Dilution and Ore Loss: A Change of Support ApproachDiamond Drill Holes and Blast Holes, a Formal StudyBuilding of a tonnage-surface function of metal grades and geological dilution: application to the massive and stockwork Zambujal ore deposit, Neves-Corvo mineApplication of direct sequential simulation and co-simulation for evaluation of resources and uncertainty of the Ncondezi coal deposit in MozambiqueCastelo de Sonhos: Geostatistical quantification of the potential size of a Paleoproterozoic conglomerate-hosted gold depositA hybrid model for joint simulation of high-dimensional continuous and categorical variablesPerformance Analysis of Continuous Resource Model Updating in Lignite ProductionPetroleum EngineeringGeostatistics on unstructured grids, theoretical background and applications.Using Spatial Constraints in Clustering for Electrofacies Calculatio

nPore network modeling from multi-scale imaging using Multiple Point Statistics.Bernstein copula-based spatial stochastic simulation of petrophysical properties using seismic attributes as secondary variableRobust MPS-based modeling via Spectral AnalysisEfficient Uncertainty Quantification and History Matching of Large-Scale Fields through Model ReductionRevealing multiple geological scenarios through unsupervised clustering of posterior realizations from reflection seismic inversionObject modelling in a time of modern well data configurationsMachine learning methods for sweet spot detection: a case studyTheoretical generalization of Markov chain random field in reservoir lithofacies stochastic simulationDeepwater Reservoir Connectivity Reproduction from MPS and Process-mimicking Geostatistical MethodsModeling of depositional environments - Shoreline trajectory - The link between Sequence St
Part I. Special session in honor of Professor Danie Krige.- Professor
Danie Kriges first memorial lecture: A summary of the basic tenets of
evaluating the mineral resource assets of mining companies, as observed
in Professor Danie Kriges pioneering work over half a century (Winfred
Assibey-Bonsu).- Using classical Geostatistics to quantify the spatiotemporal
dynamics of a neurodegenerative disease from brain MRI
(Robert Marschallinger).- Part II. Theory.- Can Measurement Errors be
characterized from Duplicates? (Chantal de Fouquet).- Modeling Asymmetrical
facies successions using Pluri-Gaussian Simulations (Thomas Le Blévec).-
Considerations for the use of sequential sampling techniques (Jaap Leguijt).-
A truly multivariate Normal Score Transform based on Lagrangian Flow (Ute
Mueller).- Functional Decomposition Kriging for Embedding Stochastic
Anisotropy Simulations (J. A. Vargas-Guzmįn).- Part III. Mining Engineering.-
Usingsamples of unequal length to estimate grades in a mineral deposit
(Marcel Antonio Arcari Bassani).- New Approach to Recoverable Resource
Modelling: The Multivariate Case at Olympic Dam (Mario Rossi).- Comparison of
two grade multivariate simulation approaches on an iron oxide copper
gold deposit (Antonio Cortes).- Complexities in the geostatistics estimation
of minerals deposits Besshi type on the nor-west of Pinar del Rķo, Cuba (José
Quintķn Cuador-Gil).- Definition of Operational Mining Unit (OMU) Size
(Cassio Diedrich).- Optimizing Infill Drilling Decisions using Multi-armed
Bandits: Application in a Long-term, Multi-element Stockpile (Rein Dirkx).- A
new high-order statistical simulation that is non-stationary and
transformation invariant (Amir Abbas Haji Abolhassani).- Fixing Panel
Artifacts in LIK Block Models (William Hardtke).- Implications of algorithm
and parameter choice: Impacts of geological uncertainty simulation methods on
project decision making (Arja Jewbali).- Approaching simultaneous local and
global accuracy (Danile Jasper Kentwell).- Geostatistics for
Variable Geometry Veins (Alfredo  Marķn Suįrez).- Drilling Grid Analysis for
Defining Open Pit and Underground Mineral Resources Catego-rization Using
Brazilian Sulphide Deposit (Cu-Au) Production Data (Roberto Menin).- A
High-Order, Data-Driven Framework for Joint Simulation of Categorical
Variables (Ilnur Minniakhmetov).- Conditional Bias in Kriging - Let's Keep It
(Marek Nowak).- Operational SMU definition at a Brazilian copper operation
(Roberto Menin).- From the spatial sampling of a deposit to mineral resources
classification (Jacques Rivoirard).- Resource Model Dilution and Ore Loss: A
Change of Support Approach (Oscar Rondon).- Diamond Drill Holes and Blast
Holes, a Formal Study (Serge Antoine Séguret).- Building of a tonnage-surface
function of metal grades and geological dilution: application to the massive
and stockwork Zambujal ore deposit,Neves-Corvo mine (José António Almeida).-
Application of direct sequential simulation and co-simulation for evaluation
of resources and uncertainty of the Ncondezi coal deposit in Mozambique (Sara
Matias Ferreira Sokhin).- Castelo de Sonhos: Geostatistical quantification of
the potential size of a Paleoproterozoic conglomerate-hosted gold deposit (R.
Mohan Srivastava).- A hybrid model for joint simulation of high-dimensional
continuous and categorical variables (Hassan Talebi).- Performance Analysis
of Continuous Resource Model Updating in Lignite Production (Cansin Yüksel).-
Part IV. Petroleum Engineering.- Geostatistics on unstructured grids,
theoretical background and applications (Biver Pierre).- Using Spatial
Constraints in Clustering for Electrofacies Calculation (Jean-Marc Chautru).-
Pore network modeling from multi-scale imaging using Multiple Point
Statistics (Tatiana Chugunova).- Bernstein copula-based spatial stochastic
simulation of petrophysical properties using seismic attributes as secondary
variable (Martķn A. Dķaz-Viera).- Robust MPS-based modeling via Spectral
Analysis (Morteza Elahi Naraghi).- Efficient Uncertainty Quantification and
History Matching of Large-Scale Fields through Model Reduction (Jianlin Fu).-
Revealing multiple geological scenarios through unsupervised clustering of
posterior realizations from reflection seismic inversion (Mats Lundh
Gulbrandsen).- Object modelling in a time of modern well data configurations
(Ragnar Hauge).- Machine learning methods for sweet spot detection: a case
study (Vera Louise Hauge).- Theoretical generalization of Markov chain random
field in reservoir lithofacies stochastic simulation (Xiang Huang).-
Deepwater Reservoir Connectivity Reproduction from MPS and Process-mimicking
Geostatistical Methods (Michael J. Pyrcz).- Modeling of depositional
environments - Shoreline trajectory - The link between Sequence Stratigraphy
and Truncated Gaussian Fields (Lars Edward RyggKjellesvik).- Facies inversion
with Plurigaussian lithotype rules (Lewis Li).- Combined use of object-based
models, multipoint statistics and direct sequential simulation for generation
of the morphology, porosity and permeability of turbidite channel systems
(Inźs Alexandra Costa Marques).- How to model interactions between reservoir
properties for complex data structures (Håvard Goodwin Olsen).-
Geostatistical Methods for Unconventional Reservoir Uncertainty Assessments
(Michael J. Pyrcz).- Productivity prediction using Alternating Conditional
Expectations (Emmanuel T. Schnetzler).- The adaptive plurigaussian simulation
model (APS) versus the truncated plurigaussian simulation model (TPS) used in
the presence of hard data (Bogdan Sebacher).- A MPS Algorithm based on
Pattern Scale-down Cluster (Yu Siyu).- Integrating new data in reservoir
forecasting without building new models (Sebastien Strebelle).- Statistical
scale-up of dispersive transport in heterogeneous reservoir (Vikrant
Vishal).- The comparative analysis of geostatistical methods on the square
with a large number of wells (Evgeniy Kovalevskiy).- Part V. Hydro(geo)logy.-
Building piezometric maps: contribution of geostatistical tools (Bernard
Bourgine).- A gradient-based blocking Markov chain Monte Carlo method for
stochastic inverse modeling (Jianlin Fu).- Geoestatistical modeling and
simulation scenarios as optimizing tools for curtain grouting design and
construction at a dam foundation (Vasco Gavinhos).- Inverse modeling aided by
the Classification and Regression Tree (CART) algorithm (Julio César
Gutiérrez-Esparza).- Numerical Simulation of Solute Transport in Groundwater
Flow System using Random Walk Method (Nilkanth H. Kulkarni).- A Comparison of
EnKF and EnPAT Inverse Methods: Non-Gaussianity (Liangping Li).- Stochastic
Inverse Modeling of Interbed Parameters and Transmissivity Using
Land Subsidence and Drawdown Data via EnKF (Liangping Li).- Influence of
Heterogeneity on Heat Transport Simulations in Shallow Geothermal Systems
(Javier Rodrigo-Ilarri).- Part VI. Environmental Engineering and Sciences.-
Building a geological reference platform using sequence stratigraphy combined
with geostatistical tools (Bernard Bourgine).- Constrained spatial clustering
of climate variables for geostatistical reconstruction of optimal time series
and spatial fields (Peter Dowd).- Constraining geostatistical simulations of
delta hydrofacies by using machine correlation (Peter Dowd).- Assessing the
performance of the gsimcli homogenisation method with precipitation monthly
data from the COST-HOME benchmark (Sara Ribeiro).- Ecological Risk Evaluation
of Heavy Metal Pollution in Soil in YangGu (Yingjun Sun).- Comparison of
trend detection approaches in time series and their application to identify
temperature changes in the Valencia region (Eastern Spain) (Peter Dowd).-
Part VII. Big Data.- Urban Dynamics Estimation using Mobile Phone logs and
Locally Varying Anisotropy (Oscar F. Peredo).