Spatial modelling of agro-ecologically significant grassland species using the INLA-SPDE approach [PDF]
Scientific Reports, 2023 The use of spatially referenced data in agricultural systems modelling has grown in recent decades, however, the use of spatial modelling techniques in agricultural science is limited.
Andrew Fichera +4 more
doaj +5 more sources
Using a Bayesian modelling approach (INLA-SPDE) to predict the occurrence of the Spinetail Devil Ray (Mobular mobular). [PDF]
Sci Rep, 2020 AbstractTo protect the most vulnerable marine species it is essential to have an understanding of their spatiotemporal distributions. In recent decades, Bayesian statistics have been successfully used to quantify uncertainty surrounding identified areas of interest for bycatch species.
Lezama-Ochoa N +4 more
europepmc +14 more sources
Spatial variability and uncertainty associated with soil moisture content using INLA-SPDE combined with PyMC3 probability programming [PDF]
Scientific ReportsSpatial variability and uncertainty associated with soil volumetric moisture content (SVMC) is crucial in moisture prediction accuracy, this paper sets out to address this point of SVMC by developing data-driven model.
Yujian Yang, Xueqin Tong
doaj +4 more sources
Derivative-based spatial mediation with INLA-SPDE [PDF]
Spatial StatisticsIn many applied fields, it may be of interest to evaluate mediational mechanisms occurring in spatial domains. The approaches proposed so far in the literature to address this issue deal with areal data and often consider linear models. In this paper, we
Claudio Rubino +6 more
core +5 more sources
Modeling Influence of Soil Properties in Different Gradients of Soil Moisture: The Case of the Valencia Anchor Station Validation Site, Spain [PDF]
Remote Sensing, 2021 The prediction of spatial and temporal variation of soil water content brings numerous benefits in the studies of soil. However, it requires a considerable number of covariates to be included in the study, complicating the analysis.
Ester Carbó +5 more
doaj +3 more sources
Prediction and Surveillance Sampling Assessment in Plant Nurseries and Fields [PDF]
Applied Sciences, 2022 In this paper, we propose a structured additive regression (STAR) model for modeling the occurrence of a disease in fields or nurseries. The methodological approach involves a Gaussian field (GF) affected by a spatial process represented by an ...
Nora C. Monsalve, Antonio López-Quílez
doaj +4 more sources
Bayesian modelling for spatially misaligned health and air pollution data through the INLA-SPDE approach [PDF]
Spatial Statistics, 2019 Abstract In air pollution studies a key issue concerns the change of support: pollutant concentrations are continuous phenomena in space but their measurements are typically available at a finite number of point-referenced monitoring stations or result from numerical models.
Cameletti, Michela +2 more
core +9 more sources
Migration-adjusted prostate cancer incidence in China: a population-based epidemiological analysis [PDF]
Frontiers in Public HealthBackgroundChina’s internal migration poses major challenges to cancer surveillance systems that rely on household-registered populations (HRP). Excluding migrants can lead to biased incidence estimates and misinformed public health planning.MethodsThis ...
Yu Zhang +23 more
doaj +2 more sources
Mapping habitat suitability of subtidal mussels Mytilus edulis in the Dutch western Wadden SeaZenodo [PDF]
Ecological InformaticsUnderstanding environmental predictor variables of species occurrence may contribute to conservation management. In this paper we test the use of a spatial binomial model, estimated with the combined INLA-SPDE method, to relate the probability of ...
Jaap van der Meer +5 more
doaj +3 more sources
Identifying Ecological Corridors of the Bush Cricket <i>Saga pedo</i> in Fragmented Landscapes. [PDF]
InsectsThe bush cricket Saga pedo, listed as Vulnerable globally by the IUCN and included in Annex IV of the EU Habitats Directive, is a parthenogenetic species highly sensitive to environmental changes, facing threats from forest expansion and agricultural ...
Della Rocca F +3 more
europepmc +3 more sources