bJl g<I) eo o>.Ll EZ N-> V- II - GEOSTATISTICS FOR ENV[RONMENTAL APPLICATIONS QQuuaannttiittaattiivvee GGeeoollooggyy aanndd GGeeoossttaattiissttiiccss VVOOLLUUMMEE 1100 TThhee ttiittlleess ppuubblliisshheedd iinn tthhiiss sseerriieess aarree lliisstteedd aatt tthhee eenndd ooff tthhiiss vvoolluummee.. geoENV 11- GEOSTATISTICS FOR ENVIRONMENTAL APPLICATIONS Proceedings of the Second European Conference on Geostatistics for Environmental Applications held in Valencia, Spain, November 18-20, 1998 Edited by JAIME GOMEZ-HERNANDEZ Department of Hydraulics and Environmental Engineering, Technical University of Valencia, Spain AMILCAR SOARES Department of Ceo-Resources, Instituto Superior Tecnico, Lisbon, Portugal and ROLAND FROIDEVAUX FSS Consultants SA, Ceneva, Switzerland Springer-Science+B usiness Media, B. V. A C.I.P. Catalogue record for this book is available from the Library of Congress. ISBN 978-90-481-5249-0 ISBN 978-94-015-9297-0 (eBook) DOl 10.1007/978-94-015-9297-0 Printed on acid-free paper All Rights Reserved © 1999 Springer Science+Business Media Dordrecht Originally published by Kluwer Academic Publishers in 1999. Softcover reprint of the hardcover 1s t edition 1999 No part of the material protected by this copyright notice may be reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, recording or by any information storage and retrieval system, without written permission from the copyright owner. Contents FOREWORD xi ORGANIZING COMMITTEE xiii LIST OF SPONSORS xvii KEYNOTE PAPERS A review of linear geostatistics for fisheries survey design and stock 1 assessment PETITGAS, P. Representation of conditional random distributions as a problem of 13 "spatial" interpolation VON STORCH, H. Sampling, estimating and understanding soil pollution 25 WEBSTER, R. AIR POLLUTION Spatial analysis of particulate matter in an urban environment 41 CRESSIE, N., KAISER, M. S., DANIELS, M. J., ALDWORTH, J., LEE, J., LAHIRI, S. N. AND Cox, L. H. Space-time geostatistical modelling: a case study of sea-salt 53 measured on lichens FIGUEIRA, R., SOUSA, A. J., PACHECO, A. M. G. AND CATARINO, F. Spatial prediction of sulfur dioxide in the eastern United States 65 HOLLAND, D. M., SALTZMAN, N., Cox, L. H. AND NYCHKA, D. vi Spatial interpolation of ozone exposure in Norway from space-time 77 data HpST, G. AND FOLLESTAD, T. Stochastic modelling of spatiotemporal distributions: application to 89 sulphate deposition trends over Europe KYRIAKIDIS, P.C. AND JOURNEL, A.G. Sampling multiphase noise exposure time series 101 LAJAUNIE, C., WACKERNAGEL, H. THIERY, L. AND GRZEBYK, M. Evaluation of environmental costs of S02 emissions using stochastic 113 images NUNES, C., SOARES, A. AND FERREIRA, F. The Larsen model from a De Wijsian perspective 125 WACKERNAGEL, H., THIERY, L. AND GRZEBYK, M. CLIMATOLOGY Geostatistical segmentation of rainfall data 139 ALLARD, D. AND MONESTIEZ, P. Downscaling of precipitation combining kriging and empirical 151 orthogonal function analysis BIAU,G. Kriging with categorical external drift: use of thematic maps in 163 spatial prediction and application to local climate interpolation for agriculture MONESTIEZ, P., ALLARD, D., NAVARRO SANCHEZ, I. AND COURAUL T, D. Modelling of non-stationary spatial structure by parametric radial 175 basis deformations PERRIN, O. AND MONESTIEZ, P. A maximum likelihood estimator for semi-variogram parameters in 187 kriging TODINI, E. AND PELLEGRINI, F. ECOLOGY A geostatistical analysis of the spatial distribution and abundance 201 of cod, haddock and whiting in North Scotland FERNANDES, P. G. AND RIVOIRARD, J. Geostatistical data versus point process data: analysis of second- 213 order characteristics MATEU, J. AND RIBEIRO JR., P. J. vii Mapping spatial distribution of waders on south Tagus riverside 225 PEREIRA, M. J., ALMEIDA, J., RODRIGUES, A. AND MOURA, D. Geostatistics for ecology: an application of the variogram to radio- 237 telemetry data SALVATORI, V., SKIDMORE, A. K., VAN DER MEER, F. AND CORSI, F. viii HYDROGEOLOGY Interpolation of groundwater quality parameters using geological 247 and land use classification BARDOSSY, A, GIESE, H., AND GRIMM-STRELE, J. A coupled Markov chain model for quantification of uncertainty in 259 transport in heterogeneous formations ELFEKI, A. M. M., UFFINK, G. J. M. AND BARENDS, F. B. J. Prediction of steady state flow in randomly heterogeneous 271 formations by conditional non local finite elements GUADAGNINI, A., GUADAGNINI, L. AND TARTAKOVSKY, D. M. Inverse modelling of groundwater flow in a 3D fractured media 283 HENDRICKS FRANSSEN, H. J. W. M., CASSIRAGA, E. F., GOMEZ-HERNANDEZ, J. J., SAHUQUILLO, A AND CAPILLA, J. E. Inverse geostatistical modeling of pumping and tracer tests 295 within a shear-zone in granite MEIER, P.M., MEDINA, A AND CARRERA, J. Comparison of stochastic calibration methods for Modflow using 307 the real-world case 'Wierden' MINNEMA, B. AND TE STROET, C. B. M. Geostatistical analyses of the Gorleben Channel 319 RCHLlG, K.-J. Simulation of non-ergodic transport in 2-D heterogeneous 331 anisotropic media SANCHEZ-VILA, X., WIPFLER, E. L. , CARRERA, J. AND SoLIs-DELFiN Geostatistical generation of three-dimensional aquifer realizations 343 using the conditional sis approach with direction trends imposed on variogram models VERT, M., PTAK, T., BIVER, P. AND VITTORI, J. SOIL SCIENCE Performance comparison of cumulative and class indicator 357 approaches for pollution risk assessment BENAMGHAR, A. AND SONNET, PH. A geostatistical analysis of cropped and uncropped soil from the 369 Jimperding Brook catchment of Western Australia BLOOM, L.M. AND KENTWELL, D. J. Geostatistical estimation techniques applied to radionuclide 381 IX deposition CHARNOCK, T. W., DANIELS, W. M. AND HIGGINS, N. A. Optimising the size of sampling units in an area frame 393 GALLEGO, F. J., FEUNETTE, I. AND CARFAGNA, E. Accounting for scale-dependent correlation in the spatial prediction 405 of soil properties GOOVAERTS, P. Geostatistic survey and amelioration of an inland salt affected area 417 in the lake of Texcoco, Mexico ORTIZ OLGUIN, M., BATLLE-SALES, J. AND GARCfA CALDERON, N. E. Mapping heavy metals in soil by (non-)linear kriging: an empirical 429 validation PAPRITZ, A. AND DUBOIS, J.-P. Geostatistic study of salt distribution in "Laguna de Salinas", 441 Alicante, Spain PEPIOL SALOM, E., BATLLE SALES, J. AND BORDAs VALLS, V. Conditional stochastic cosimulations of the Chernobyl fallout 453 SAVEll EVA, E., KANEVSKI, M., DEMYANOV, V., CHERNOV, S. AND MAIGNAN, M. Sampling to monitor soil in England and Wales 465 SCHOLZ, M., OLIVER, M. A., WEBSTER, R., LOVELAND, P. J. AND MCGRATH, S. P. THEORY Assessing the variability of the variogram estimator 479 BOGAERT, P. Criteria for multivariate spatial sampling design based on 491 covariance matrix perturbation BUESO, M. C. AND ANGULO, J. M. OTHER APPLICATIONS Coastal evolution by dual kriging 505 AUrilON, J., AND GOMEZ-HERNANDEZ, J. J. Hydric erosion in talus by terrestrial photogrammetry 515 DELGADO-GARCIA, J., CARDENAL, J. AND GARCIA-LoPEZ, S.
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