OOIR: Observatory of International Research

Papers

(The TQCC of Spatial Statistics is 6. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-12-01 to 2025-12-01.)

Article	Citations
A flexible class of priors for orthonormal matrices with basis function-specific structure	70
Bayesian geographically weighted regression using Fused Lasso prior	70
Determination of the best weight matrix for the Generalized Space Time Autoregressive (GSTAR) model in the Covid-19 case on Java Island, Indonesia	66
A more accurate estimation with kernel machine for nonparametric spatial lag models	57
Computationally efficient localised spatial smoothing of disease rates using anisotropic basis functions and penalised regression fitting	42
Spatial linear discriminant analysis approaches for remote-sensing classification	30
Capturing spatial dependence of COVID-19 case counts with cellphone mobility data	30
Derivative-based spatial mediation with INLA-SPDE	27
Transfer learning for high dimensional spatial autoregressive model	24
Optimal prediction of positive-valued spatial processes: Asymmetric power-divergence loss	24
Dynamic spatial regimes for spatial panel data	24
Measuring unit relevance and stability in hierarchical spatio-temporal clustering	23
Fused spatial point process intensity estimation with varying coefficients on complex constrained domains	22
Estimating the growth rate of infection during the early phase of a pandemic like COVID-19	22
Tests for isotropy in spatial point patterns – A comparison of statistical indices	21
Using neural networks to estimate parameters in spatial point process models	21
Correlation-based hierarchical clustering of time series with spatial constraints	20
A simultaneous system of dynamic spatial stochastic frontier models with dependent error components and inefficiency determinants	19
Bayesian modeling and clustering for spatio-temporal areal data: An application to Italian unemployment	18
Fitting the grain orientation distribution of a polycrystalline material conditioned on a Laguerre tessellation	17
Attribute based spatial segmentation for optimising POI placement	17
Editorial: The impact of spatial statistics	16
Modeling lake conductivity in the contiguous United States using spatial indexing for big spatial data	16
A spatial autoregressive graphical model	15
Estimating spatial regression models with sample data-points: A Gibbs sampler solution	15

Robust interaction detector: A case of road life expectancy analysis	15
A D-vine copula-based quantile regression model with spatial dependence for COVID-19 infection rate in Italy	15
Nonparametric isotropy test for spatial point processes using random rotations	14
Dynamic ICAR Spatiotemporal Factor Models	14
Information criteria for matrix exponential spatial specifications	14
Joint spatial modeling of mean and non-homogeneous variance combining semiparametric SAR and GAMLSS models for hedonic prices	14
An interaction Neyman–Scott point process model for coronavirus disease-19	12
Spatial survival models based on Weibull random fields	12
A marked sequential point process for disease surveillance: Modeling and optimization	12
Modeling geostatistical incomplete spatially correlated survival data with applications to COVID-19 mortality in Ghana	12
Sustainability of mining activities in the European Mediterranean region in terms of a spatial groundwater stress index	12
A log-additive neural model for spatio-temporal prediction of groundwater levels	12
Analysis of the spatial distribution and future trends of coal mine accidents: A case study of coal mine accidents in China from 2005–2022	11
Integrated deviance information criterion for spatial autoregressive models with heteroskedasticity	11
Regime-based precipitation modeling: A spatio-temporal approach	10
A generalized additive model (GAM) approach to principal component analysis of geographic data	10
Uncertain spatial autoregressive model with applications to regional economic analysis and regional air quality analysis	10
Adaptive smoothing to identify spatial structure in global lake ecological processes using satellite remote sensing data	10
Design-based mapping of plant species presence, association, and richness by nearest-neighbour interpolation	10
Flexible spatio-temporal Hawkes process models for earthquake occurrences	10
Locally adaptive spatial quantile smoothing: Application to monitoring crime density in Tokyo	10
A simplified spatial+ approach to mitigate spatial confounding in multivariate spatial areal models	10
A criterion and incremental design construction for simultaneous kriging predictions	9
Feasibility of Monte-Carlo maximum likelihood for fitting spatial log-Gaussian Cox processes	9
Review of Sujit Sahu’s “Bayesian modeling of spatio-temporal data with R”	9
Variograms for kriging and clustering of spatial functional data with phase variation	9
A Poisson cokriging method for bivariate count data	9
Discriminant analysis of environmental data based on zero inflated spatial auto-beta models	9
Spatial Bayesian neural networks	9
Spatial robust fuzzy clustering of mixed data with electoral study	9
Mapping the short-term exposure–response relationships between environmental factors and health outcomes and identifying the causes of heterogeneity: A multivariate-conditional-meta-autoregression-bas	9
Spatio-temporal mapping of stunting and wasting in Nigerian children: A bivariate mixture modeling	9
Spatiotemporal mapping and analysis of atypical COVID-19 outbreaks in Shijiazhuang City (China) using the synthetic SEIR-BME approach	9
Spatio-temporal small area surveillance of the COVID-19 pandemic	8
Spatial and spatio-temporal cluster detection using stacking	8
On the importance of thinking locally for statistics and society	8
Spatially varying anisotropy for Gaussian random fields in three-dimensional space	8
A spatio-temporal model for temporal evolution of spatial extremal dependence	8
A new class of α	8
A multivariate spatial and spatiotemporal ARCH Model	8
A parametric specification test for linear spatial autoregressive models	8
Spatiotemporal dynamics of COVID-19 in Wuhan based on community notifications	8
Endemic–epidemic models to understand COVID-19 spatio-temporal evolution	8
Editorial: Spatio-temporal dynamics of Covid	8
Probabilistic Context Neighborhood model for lattices	8
Flexible modeling of multivariate spatial extremes	7
Variable selection methods for Log-Gaussian Cox processes: A case-study on accident data	7
Covariate-dependent spatio-temporal covariance models	7
An investigation of atmospheric temperature and pressure using an improved spatio-temporal Kriging model for sensing GNSS-derived precipitable water vapor	7
Which parameterization of the Matérn covariance function?	7

Geo-additive mixed model with variable selection using the adaptive elastic net to handle nonresponse in official rice productivity survey	7
Clustered factor analysis for multivariate spatial data	7
Using spatial ordinal patterns for non-parametric testing of spatial dependence	7
Measurement error-filtered machine learning in digital soil mapping	7
A J-test for spatial autoregressive binary models	6
Spatial classification in the presence of measurement error	6
Source reconstruction for spatio-temporal physical statistical models	6
Nonparametric approaches for direct approximation of the spatial quantiles	6
A comparison of model validation approaches for echo state networks using climate model replicates	6
Data fusion in a two-stage spatio-temporal model using the INLA-SPDE approach	6
Spatial kriging for replicated temporal point processes	6
Estimation and testing of time-varying coefficients spatial autoregressive panel data model	6
Similarity and geographically weighted regression considering spatial scales of features space	6
Spatial Functional Data analysis: Irregular spacing and Bernstein polynomials	6
A Bayesian spatial–temporal model for predicting passengers occupancy at Beijing Metro	6
Bayesian spatio-temporal joint disease mapping of Covid-19 cases and deaths in local authorities of England	6