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Geoenv IV : Geostatistics for Environmental Applications :  Geostatistics for Environmental Applications - Xavier Sanchez Vila

Geoenv IV : Geostatistics for Environmental Applications

Geostatistics for Environmental Applications

By: Xavier Sanchez Vila (Editor), Jesus Carrera (Editor), Jaime Gomez-Hernandez (Editor)

Hardcover

Published: June 2004
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This volume contains forty-one selected full-text contributions from the Fourth European Conference on Geostatistics for Environmental Applications, geoENV IV, held in Barcelona, Spain, November 2002. The objective of the editors was to compile a set of papers from which the reader could perceive how geostatistics is applied within the environmental sciences. A few selected theoretical contributions are also included. The papers are organized in the following sections: Air pollution and satellite images, Ecology and environment, Hydrogeology, Climatology and rainfall, Oceanography, Soil science, Methodology. Applications of geostatistics vary from particle matter analysis, land cover classification, space-time ozone mapping, downscaling of precipitation, contaminant transport in the subsurface, aquifer reclamation, analysis of Iberian hare or phytoplankton abundance, coastal current patterns, to soil pollution by heavy metals or dioxins. At the back of the book nineteen posters presented at the congress are,included.The combination of full texts and posters provides a picture of the tendencies that can presently be found in Europe regarding the applications of geostatistics for environmentally related problems. Audience: After four editions the geoENV Congress Series has established itself as a 'must' to all scientists working in the field of geostatistics for environmental applications. Each geoENV congress covers the developments which have occurred during the preceding two years, but always with a highly applied focus. It is precisely this focus on the applications to environmental sciences which makes the geoENV volumes unique and of great interest and practical value to geostatisticiansworking both in academia and in industry.

Two statistical methods for improving the analysis of large climatic data sets : general skewed kalman filters and distributions of distributionsp. 1
Super-resolution land cover classification using the two-point histogramp. 15
Non parametric variogram estimator. Application to air pollution datap. 29
Improving satellite image forest cover classification with field data using direct sequential co-simulationp. 41
Use of factorial kriging to incorporate meteorological information in estimation of air pollutantsp. 55
High resolution ozone mapping using instruments on the nimbus & satellite and secondary informationp. 67
Geostatistical digital image mergingp. 79
On the effect of positional uncertainty in field measurements on the atmospheric correction of remotely sensed imageryp. 91
Geostatistical space-time simulation model for characterization of air qualityp. 103
Soft data space/time mapping of coarse particulate matter annual arithmetic average over the U.S.p. 115
Characterization of population and recovery of Iberian hare in Portugal through direct sequential co-simulationp. 127
Uncertainty management for environmental risk assessment using geostatistical simulationsp. 139
A spatial assessment of the average annual water balance in Andaluciap. 151
Modeling phytoplankton : covariance and variogram model specification for phytoplankton levels in Lake Michiganp. 163
Geostatistical inverse problem : a modified technique for characterizing heterogeneous fieldsp. 175
2D particle tracking under radial flow in heterogeneous media conditioned at the wellp. 187
Comparison of geostatistical algorithms for completing groundwater monitoring will timeseries using data of a nearby riverp. 199
A geostatistical model for distribution of facies in highly heterogeneous aquifersp. 211
Influence of uncertainty of mean transmissivity, transmissivity variogram and boundary conditions on estimation of well capture zonesp. 223
Evaluation of different measures of flow and transport connectivity of geologic mediap. 235
Modeling of reactive contaminant transport in hydraulically and hydrogeochemically heterogeneous aquifers using a geostatistical facies approachp. 247
Effect of heterogeneity on aquifer reclamation timep. 259
Spatial prediction of categorical variables : the BME approachp. 271
Optimizing sampling for acceptable accuracy levels on remediation volume and cost estimationsp. 283
Combining categorical information with the Bayesian maximum entropy approachp. 295
Sequential updating simulationp. 307
Variance-covariance modeling and estimation for multiresolution spatial modelsp. 319
Geostatistical interpolation and simulation in the presence of barriersp. 331
A spectral test of nonstationarity for spatial processesp. 343
Optimization of an estuarine monitoring program : selecting the best spatial distributionp. 355
Geostatistical analysis of three dimensional current patters in coastal oceanography : application to the Gulf of Lions (NW Mediterranean sea)p. 367
Interpolation of rainfall at small scale in a Mediterranean regionp. 379
Automatic modeling of cross-covariances for rainfall estimation using raingage and radar datap. 391
Combining raingages and radar precipitation measurements using a Bayesian approachp. 401
Spatio-temporal kriging of soil salinity rescalled from bulk soil electrical conductivityp. 413
Characterization of environmental hazard maps of metal contamination in Guadiamar river marginsp. 425
Detecting zones of abrupt change : application to soil datap. 437
Optimal regional sampling network to analyse environmental pollution by heavy metals using indirect methods. Case study : Galicia (NW of Spain)p. 449
Estimating the grades of polluted industrial sites : use of categorical information and comparison with threshold valuesp. 461
A co-estimation methodology for mapping dioxins measured by biomonitorsp. 473
Spatial variability of soil properties at hillslope levelp. 485
The simple but meaningful contribution of geostatistics : three case studiesp. 498
Evolution, neofeny, and semi-variogram model fitting searchp. 500
Kriging of hydraulic head field for a confined aquiferp. 502
Bathimetric morphological classification using geostatistical approach : an application to the Alboran Sea (S of Spain)p. 504
A strategy for groundwater protection from nitrate leaching using spatial and geostatistical analysisp. 506
Visualizing hake recruitment a non-stationary processp. 508
Monitoring in two Markov chain Markov field modelsp. 510
Geostatistical inversion of flow and transport data. Application to the CRR projectp. 512
Statistical learning theory for spatial datap. 514
Geostatistical analysis of trace elements at small catchment in Finisterre (Spainp. 516
Comparison between kriging, MLP and RBF in a slate minep. 518
Estimating spatial variability of temperaturep. 520
Spatial variability of soil pH and Eh beofre and after flooding a rice fieldp. 522
Total catch and effort in the Shark Bay king prawn fisheryp. 524
Using geostatistics to assess the area of spatial representativity of air quality monitoring stationsp. 526
Architecture of fault zones in a granitic massif determined from outcrop, cores, 3-D, seismic tomography and geostatistical modelingp. 528
Creation of a digital elevation model of the water table in a sandstone aquiferp. 530
A geostatistically interpolated digital elevation model of Galicia (northwest Spain)p. 532
The spatial dependence of soil surface microreliefp. 534
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9781402020070
ISBN-10: 1402020074
Series: Quantitative Geology and Geostatistics
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 541
Published: June 2004
Publisher: Springer-Verlag New York Inc.
Country of Publication: US
Dimensions (cm): 24.0 x 16.0  x 2.54
Weight (kg): 1.12