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Opeyemi E. Oluwatuyi, Rebecca Holt, Rasika Rajapakshage, Shaun S. Wulff & Kam Ng. (2022) Inherent variability assessment from sparse property data of overburden soils and intermediate geomaterials using random field approaches. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards 16:4, pages 766-781.
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Ian M. Danilevicz & Ricardo S. Ehlers. (2022) Bayesian influence diagnostics using normalized functional Bregman divergence. Communications in Statistics - Theory and Methods 51:6, pages 1637-1652.
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Mevin B. Hooten & Devin S. Johnson. (2017) Basis Function Models for Animal Movement. Journal of the American Statistical Association 112:518, pages 578-589.
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Faming Liang, Yichen Cheng, Qifan Song, Jincheol Park & Ping Yang. (2013) A Resampling-Based Stochastic Approximation Method for Analysis of Large Geostatistical Data. Journal of the American Statistical Association 108:501, pages 325-339.
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Peter Atkinson, Alison Riding & Nick Tate. (2002) Introduction. Geographical and Environmental Modelling 6:2, pages 125-128.
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Articles from other publishers (75)
Martin Wieskotten, Marielle Crozet, Bertrand Iooss, Céline Lacaux & Amandine Marrel. (2023) A Comparison Between Bayesian and Ordinary Kriging Based on Validation Criteria: Application to Radiological Characterisation. Mathematical Geosciences.
Crossref
Crossref
Ioannis Koune, Árpád Rózsás, Arthur Slobbe & Alice Cicirello. (2023) Bayesian system identification for structures considering spatial and temporal correlation. Data-Centric Engineering 4.
Crossref
Crossref
Jason S. Byers & Jeff Gill. (2022) Applied Geospatial Bayesian Modeling in the Big Data Era: Challenges and Solutions. Mathematics 10:21, pages 4116.
Crossref
Crossref
Wenzhao Xu, Paris D. Collingsworth, Richard Kraus & Barbara Minsker. (2021) Spatio‐Temporal Analysis of Hypoxia in the Central Basin of Lake Erie of North America. Water Resources Research 57:10.
Crossref
Crossref
Renguang Zuo, Jian Wang, Yihui Xiong & Ziye Wang. (2021) The processing methods of geochemical exploration data: past, present, and future. Applied Geochemistry 132, pages 105072.
Crossref
Crossref
W. Charles Kerfoot, Martin M. Hobmeier, Gary Swain, Robert Regis, Varsha K. Raman, Colin N. Brooks, Amanda Grimm, Chris Cook, Robert Shuchman & Molly Reif. (2021) Coastal Remote Sensing: Merging Physical, Chemical, and Biological Data as Tailings Drift onto Buffalo Reef, Lake Superior. Remote Sensing 13:13, pages 2434.
Crossref
Crossref
Sandra De Iaco, Donato Posa, Claudia Cappello & Sabrina Maggio. (2020) On Some Characteristics of Gaussian Covariance Functions. International Statistical Review 89:1, pages 36-53.
Crossref
Crossref
Elizabeth K. Do, Brianna Rossi, Carrie A. Miller, Albert J. Ksinan, David C. Wheeler, Askar Chukmaitov, John W. Cyrus & Bernard F. Fuemmeler. (2021) Area-Level Variation and Human Papillomavirus Vaccination among Adolescents and Young Adults in the United States: A Systematic Review. Cancer Epidemiology, Biomarkers & Prevention 30:1, pages 13-21.
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Crossref
Yannan Tang, Veronica M. Vieira, Scott M. Bartell & Daniel L. Gillen. (2020) A stratified generalized additive model and permutation test for temporal heterogeneity of smoothed bivariate spatial effects. Statistics in Medicine 39:28, pages 4187-4200.
Crossref
Crossref
Venkata Rohith Reddy Matli, Arnaud Laurent, Katja Fennel, Kevin Craig, Jacob Krause & Daniel R. Obenour. (2020) Fusion-Based Hypoxia Estimates: Combining Geostatistical and Mechanistic Models of Dissolved Oxygen Variability. Environmental Science & Technology 54:20, pages 13016-13025.
Crossref
Crossref
Camille Besombes, Richard Njouom, Juliette Paireau, Guillaume Lachenal, Gaëtan Texier, Mathurin Tejiokem, Simon Cauchemez, Jacques Pépin & Arnaud Fontanet. (2020) The epidemiology of hepatitis delta virus infection in Cameroon. Gut 69:7, pages 1294-1300.
Crossref
Crossref
Chiranjit Singha, Kishore Chandra Swain & Sanjay Kumar Swain. (2020) Best Crop Rotation Selection with GIS-AHP Technique Using Soil Nutrient Variability. Agriculture 10:6, pages 213.
Crossref
Crossref
Noel Cressie & Thomas Suesse. (2020) Great expectations and even greater exceedances from spatially referenced data. Spatial Statistics 37, pages 100420.
Crossref
Crossref
Mohamad Sakizadeh & Chaosheng Zhang. (2020) Health risk assessment of nitrate using a probabilistic approach in groundwater resources of western part of Iran. Environmental Earth Sciences 79:1.
Crossref
Crossref
Chinh C. Tran & John F. Yanagida. (2019) Environmental Impact Assessment of Banagrass-Based Cellulosic Ethanol Production on Hawaii Island: A Spatial Analysis of Re-Suspended Soil Dust and Carbon Dioxide Emission. Applied Sciences 9:13, pages 2648.
Crossref
Crossref
Geoff Koehler, Kevin J. Kardynal & Keith A. Hobson. (2019) Geographical assignment of polar bears using multi-element isoscapes. Scientific Reports 9:1.
Crossref
Crossref
Christoph Frei & Francesco A. Isotta. (2019) Ensemble Spatial Precipitation Analysis From Rain Gauge Data: Methodology and Application in the European Alps. Journal of Geophysical Research: Atmospheres 124:11, pages 5757-5778.
Crossref
Crossref
Gianluca Mastrantonio, Giovanna Jona Lasinio, Alessio Pollice, Giulia Capotorti, Lorenzo Teodonio, Giulio Genova & Carlo Blasi. (2019) A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles. The Annals of Applied Statistics 13:2.
Crossref
Crossref
Juliette Paireau, Camille Pelat, Céline Caserio-Schönemann, Isabelle Pontais, Yann Le Strat, Daniel Lévy-Bruhl & Simon Cauchemez. (2018) Mapping influenza activity in emergency departments in France using Bayesian model-based geostatistics. Influenza and Other Respiratory Viruses 12:6, pages 772-779.
Crossref
Crossref
Jeremy Mennis & Eun-Hye Enki Yoo. (2018) Geographic information science and the analysis of place and health. Transactions in GIS 22:3, pages 842-854.
Crossref
Crossref
Lionel Benoit, Denis Allard & Gregoire Mariethoz. (2018) Stochastic Rainfall Modeling at Sub‐kilometer Scale. Water Resources Research 54:6, pages 4108-4130.
Crossref
Crossref
Madlene Nussbaum, Kay Spiess, Andri Baltensweiler, Urs Grob, Armin Keller, Lucie Greiner, Michael E. Schaepman & Andreas Papritz. (2018) Evaluation of digital soil mapping approaches with large sets of environmental covariates. SOIL 4:1, pages 1-22.
Crossref
Crossref
G. Q. CollinsM. J. HeatonL. HuA. J. Monaghan. (2017) Spatiotemporal multiresolution modeling to infill missing areal data and enhance the temporal frequency of infrared satellite images. Environmetrics 28:7.
Crossref
Crossref
Florian Werner, Tilman René de la Haye, Sandra Spielvogel & Jörg Prietzel. (2017) Small-scale spatial distribution of phosphorus fractions in soils from silicate parent material with different degree of podzolization. Geoderma 302, pages 52-65.
Crossref
Crossref
Yannick Vandendijck, Christel Faes & Niel Hens. (2017) Estimating the spatial covariance structure using the geoadditive model. Environmental and Ecological Statistics 24:2, pages 341-361.
Crossref
Crossref
Rachel M. Messick, Matthew J. Heaton & Neil Hansen. (2017) Multivariate spatial mapping of soil water holding capacity with spatially varying cross-correlations. The Annals of Applied Statistics 11:1.
Crossref
Crossref
Mevin B. Hooten, Devin S. Johnson, Brett T. McClintock & Juan M. Morales. 2017. Animal Movement. Animal Movement
273
290
.
Andrew O. Finley & Sudipto Banerjee. 2017. Encyclopedia of GIS. Encyclopedia of GIS
108
118
.
Linh V. Nguyen, Sarath Kodagoda & Ravindra Ranasinghe. (2016) Spatial Sensor Selection via Gaussian Markov Random Fields. IEEE Transactions on Systems, Man, and Cybernetics: Systems 46:9, pages 1226-1239.
Crossref
Crossref
Jayashree Kalyanaraman, Yoshiaki Kawajiri, Ryan P. Lively & Matthew J. Realff. (2016)
Uncertainty quantification via bayesian inference using sequential monte carlo methods for CO
2
adsorption process
. AIChE Journal 62:9, pages 3352-3368.
Crossref
Crossref
Jie Hong, Yinding Wang, Suzanne McDermott, Bo Cai, C. Marjorie Aelion & Jamie Lead. (2016) The use of a physiologically-based extraction test to assess relationships between bioaccessible metals in urban soil and neurodevelopmental conditions in children. Environmental Pollution 212, pages 9-17.
Crossref
Crossref
K. Daniel Khan & Clayton V. Deutsch. (2015) Practical Incorporation of Multivariate Parameter Uncertainty in Geostatistical Resource Modeling. Natural Resources Research 25:1, pages 51-70.
Crossref
Crossref
V.A. Novikova. (2016) Geostatic analysis of soil penetration resistance of weakly developed sandy soil in natural reserve "Dneprovsko-Orelskiy". AgroChemistry and Soil Science:85, pages 87-95.
Crossref
Crossref
James E. MonoganIIIIII & Jeff Gill. (2015) Measuring State and District Ideology with Spatial Realignment. Political Science Research and Methods 4:1, pages 97-121.
Crossref
Crossref
Andrew O. Finley & Sudipto Banerjee. 2015. Encyclopedia of GIS. Encyclopedia of GIS
1
11
.
Jonas Wallin & David Bolin. (2015) Geostatistical Modelling Using Non-Gaussian Matérn Fields. Scandinavian Journal of Statistics 42:3, pages 872-890.
Crossref
Crossref
Ephraim M. Hanks, Erin M. Schliep, Mevin B. Hooten & Jennifer A. Hoeting. (2015) Restricted spatial regression in practice: geostatistical models, confounding, and robustness under model misspecification. Environmetrics 26:4, pages 243-254.
Crossref
Crossref
Cameron C.F. Plouffe, Colin Robertson & Lalith Chandrapala. (2015) Comparing interpolation techniques for monthly rainfall mapping using multiple evaluation criteria and auxiliary data sources: A case study of Sri Lanka. Environmental Modelling & Software 67, pages 57-71.
Crossref
Crossref
Emanuele Giorgi & Peter J. Diggle. (2015) On the inverse geostatistical problem of inference on missing locations. Spatial Statistics 11, pages 35-44.
Crossref
Crossref
Suzanne McDermott, Weichao Bao, Xin Tong, Bo Cai, Andrew Lawson & C Marjorie Aelion. (2014) Are different soil metals near the homes of pregnant women associated with mild and severe intellectual disability in children?. Developmental Medicine & Child Neurology 56:9, pages 888-897.
Crossref
Crossref
Hongwei Xu. (2014) Comparing Spatial and Multilevel Regression Models for Binary Outcomes in Neighborhood Studies. Sociological Methodology 44:1, pages 229-272.
Crossref
Crossref
Kusum J. Naithani, Brent E. Ewers, Jonathan D. Adelman & David H. Siemens. (2014) Abiotic and biotic controls on local spatial distribution and performance of Boechera stricta. Frontiers in Plant Science 5.
Crossref
Crossref
Peter Congdon. 2014. Applied Bayesian Modelling. Applied Bayesian Modelling
312
363
.
Adam M. Wilson & John A. SilanderJrJr. (2014) Estimating uncertainty in daily weather interpolations: a Bayesian framework for developing climate surfaces. International Journal of Climatology 34:8, pages 2573-2584.
Crossref
Crossref
Youngmin SeoSungwon KimVijay P. Singh. (2014) Assessment of Uncertainty in the Spatial Distribution of Rainfall Using Geostochastic Simulation. Journal of Hydrologic Engineering 19:5, pages 978-992.
Crossref
Crossref
Chinh Tran, Russell Yost, John Yanagida, Sumeet Saksena, Jefferson Fox & Nargis Sultana. (2013) Spatio-Temporal Occurrence Modeling of Highly Pathogenic Avian Influenza Subtype H5N1: A Case Study in the Red River Delta, Vietnam. ISPRS International Journal of Geo-Information 2:4, pages 1106-1121.
Crossref
Crossref
Xiaojun Li, Peinan Li & Hehua Zhu. (2013) Coal seam surface modeling and updating with multi-source data integration using Bayesian Geostatistics. Engineering Geology 164, pages 208-221.
Crossref
Crossref
Mafalda Viana, Andrew L. Jackson, Norman Graham & Andrew C. Parnell. (2012) Disentangling spatio‐temporal processes in a hierarchical system: a case study in fisheries discards. Ecography 36:5, pages 569-578.
Crossref
Crossref
Kusum J. Naithani, Doug C. Baldwin, Katie P. Gaines, Henry Lin & David M. Eissenstat. (2013) Spatial Distribution of Tree Species Governs the Spatio-Temporal Interaction of Leaf Area Index and Soil Moisture across a Forested Landscape. PLoS ONE 8:3, pages e58704.
Crossref
Crossref
Phuong N. Truong, Gerard B.M. Heuvelink & John Paul Gosling. (2013) Web-based tool for expert elicitation of the variogram. Computers & Geosciences 51, pages 390-399.
Crossref
Crossref
Erica A. H. Smithwick, Kusum J. Naithani, Teri C. Balser, William H. Romme & Monica G. Turner. (2012) Post-Fire Spatial Patterns of Soil Nitrogen Mineralization and Microbial Abundance. PLoS ONE 7:11, pages e50597.
Crossref
Crossref
Zepu Zhang. (2011) Iterative posterior inference for Bayesian Kriging. Stochastic Environmental Research and Risk Assessment 26:7, pages 913-923.
Crossref
Crossref
Suzanne McDermott, Weichao Bao, C. Marjorie Aelion, Bo Cai & Andrew Lawson. (2012) When are fetuses and young children most susceptible to soil metal concentrations of arsenic, lead and mercury?. Spatial and Spatio-temporal Epidemiology 3:3, pages 265-272.
Crossref
Crossref
P. C. Leube, A. Geiges & W. Nowak. (2012) Bayesian assessment of the expected data impact on prediction confidence in optimal sampling design. Water Resources Research 48:2.
Crossref
Crossref
Young-Min Seo, Ki-Bum Park & Sung-Won Kim. (2011) Uncertainty Analysis of Parameters of Spatial Statistical Model Using Bayesian Method for Estimating Spatial Distribution of Probability Rainfall. Journal of the Environmental Sciences 20:12, pages 1541-1551.
Crossref
Crossref
Sripati Sah, Robert X. Gao & Timothy Kurp. (2011) Model-augmented methods for estimation of contact pressure distribution. Journal of Manufacturing Systems 30:4, pages 223-233.
Crossref
Crossref
Suzanne McDermott, Junlong Wu, Bo Cai, Andrew Lawson & C. Marjorie Aelion. (2011) Probability of intellectual disability is associated with soil concentrations of arsenic and lead. Chemosphere 84:1, pages 31-38.
Crossref
Crossref
H. Murakami, X. Chen, M. S. Hahn, Y. Liu, M. L. Rockhold, V. R. Vermeul, J. M. Zachara & Y. Rubin. (2010) Bayesian approach for three-dimensional aquifer characterization at the Hanford 300 Area. Hydrology and Earth System Sciences 14:10, pages 1989-2001.
Crossref
Crossref
Peter Congdon. 2010. Applied Bayesian Hierarchical Methods. Applied Bayesian Hierarchical Methods
495
500
.
W. Nowak, F. P. J. de Barros & Y. Rubin. (2010) Bayesian geostatistical design: Task‐driven optimal site investigation when the geostatistical model is uncertain. Water Resources Research 46:3.
Crossref
Crossref
Yuan Liu, Suzanne McDermott, Andrew Lawson & C. Marjorie Aelion. (2010) The relationship between mental retardation and developmental delays in children and the levels of arsenic, mercury and lead in soil samples taken near their mother’s residence during pregnancy. International Journal of Hygiene and Environmental Health 213:2, pages 116-123.
Crossref
Crossref
Robert P. Haining, Ruth Kerry & Margaret A. Oliver. (2010) Geography, Spatial Data Analysis, and Geostatistics: An Overview. 地理学、空间数据分析及地统计学：综述. Geographical Analysis 42:1, pages 7-31.
Crossref
Crossref
Jan van de Kassteele, Alfred Stein, Arnold L. M. Dekkers & Guus J. M. Velders. (2007) External drift kriging of NOx concentrations with dispersion model output in a reduced air quality monitoring network. Environmental and Ecological Statistics 16:3, pages 321-339.
Crossref
Crossref
C. M. Aelion, H. T. Davis, Y. Liu, A. B. Lawson & S. McDermott. (2009) Validation of Bayesian Kriging of Arsenic, Chromium, Lead, and Mercury Surface Soil Concentrations Based on Internode Sampling. Environmental Science & Technology 43:12, pages 4432-4438.
Crossref
Crossref
Jürgen Pilz & Gunter Spöck. (2007) Why do we need and how should we implement Bayesian kriging methods. Stochastic Environmental Research and Risk Assessment 22:5, pages 621-632.
Crossref
Crossref
Jun Yan, Mary Kathryn Cowles, Shaowen Wang & Marc P. Armstrong. (2007) Parallelizing MCMC for Bayesian spatiotemporal geostatistical models. Statistics and Computing 17:4, pages 323-335.
Crossref
Crossref
Garth Holloway, Donald Lacombe & James P. LeSage. (2007) Spatial Econometric Issues for Bio-Economic and Land-Use Modelling. Journal of Agricultural Economics 58:3, pages 549-588.
Crossref
Crossref
Zhengyuan Zhu & Michael L. Stein. (2006) Spatial sampling design for prediction with estimated parameters. Journal of Agricultural, Biological, and Environmental Statistics 11:1, pages 24-44.
Crossref
Crossref
Vanessa STELZENMULLER, Siegfried EHRICH & Gerd-Peter ZAUKE. (2006) Analysis of meso scaled spatial distribution of dab Limanda limanda in the German Bight: does the type of fishing gear matter?. Fisheries Science 72:1, pages 95-104.
Crossref
Crossref
T. Bernardes, I. Gontijo, H. Andrade, T. G. C. Vieira & H. M. R. Alves. 2006. Innovations in 3D Geo Information Systems. Innovations in 3D Geo Information Systems
673
682
.
Javier Axis-Arroyo & Jorge Mateu. (2004) Spatio-temporal modeling of benthic biological species. Journal of Environmental Management 71:1, pages 67-77.
Crossref
Crossref
N. Hamm, P. M. Atkinson & E. J. Milton. 2004. geoENV IV — Geostatistics for Environmental Applications. geoENV IV — Geostatistics for Environmental Applications
91
102
.
L. Feyen, J. J. Gómez-Hernández, P. J. RibeiroJr.Jr., K. J. Beven & F. De Smedt. (2003) A Bayesian approach to stochastic capture zone delineation incorporating tracer arrival times, conductivity measurements, and hydraulic head observations. Water Resources Research 39:5.
Crossref
Crossref
L. Feyen, P. J. RibeiroJr.Jr., F. De Smedt & P. J. Diggle. (2002) Bayesian methodology to stochastic capture zone determination: Conditioning on transmissivity measurements. Water Resources Research 38:9, pages 3-1-3-11.
Crossref
Crossref
Gaurav S. Ghosh & Fernando Carriazo. (2009) A Comparison of Three Methods of Estimation in the Context of Spatial Modeling. SSRN Electronic Journal.
Crossref
Crossref