Spatio|Temporal Modelling of Tick Life|Stage Count Data With ...

Spatio-temporal modelling of tick life-stage count data with spatially ...

Spatio-temporal Poisson and spatio-temporal negative binomial (NB) count data models were fitted to the data and compared using the deviance ...

Spatio-Temporal Modelling of Tick Life-Stage Count Data With ...

However, spatial varying coefficients models exploring the abundance of tick counts remain limited. In this study we used data that was collect- ed and prepared ...

Spatio-temporal modelling of tick life-stage count data with spatially ...

However, spatial varying coefficients models exploring the abundance of tick counts remain limited. In this study we used data that was collected and prepared ...

Spatio-temporal modelling of tick life-stage count data with spatially ...

is an Open Access, peer-reviewed journal published by PAGEPress®, Pavia, Italy. All credits and honors to PKP for their OJS. pISSN 1827-1987 eISSN 1970-7096.

Evaluating spatial and temporal patterns of tick exposure in the ...

Digital photo guides assisted with tick species, life stage, and bloodfed status identification. Abstract. Research initiatives that engage the public (i.e., ...

Evaluation of NEON Data to Model Spatio-Temporal Tick Dynamics ...

It took into account the spatial and temporal variation, and factors affecting detection. Its purpose was to test the applicability of data ...

Spatio-temporal variation in environmental features predicts the ...

... models of a medically-relevant tick vector, Ixodes scapularis. We focus on nymphs, the tick life stage that most commonly infects humans with pathogens ...

Spatio-temporal variation in environmental features predicts the ...

We focus on nymphs, the tick life stage that ... data were obtained for each county ... Both statistical models include geographic, temporal ...

Predicting spatio‐temporal population patterns of Borrelia ...

A decade of environmental and tick data was collected to create a model that accurately predicts the infection prevalence of Borrelia ...

Models and data used to predict the abundance and distribution of ...

Temporal tick density and life stage variability impacts sensitivity and specificity. Tick density cannot be normalized, limiting the model type selection.

Modelling and mapping tick dynamics using volunteered observations

Tick populations and tick-borne infections have steadily increased since the mid-1990s posing an ever-increasing risk to public health.

The spatial distribution of nymph and adult A. americanum and adult ...

Spatio-temporal modelling of tick life-stage count data with spatially varying coefficients. Article. Full-text available. Oct 2021; GEOSPATIAL HEALTH.

Temporal increase in ticks and pathogen prevalence in the small ...

Additionally, warmer years were associated with increased larval tick infestations on hosts. The combination of a temporal increase in both ...

Modelling tick bite risk by combining random forests and count data ...

Our method represents a step forward in risk modelling, since we combine a well-known ensemble learning method, Random Forest, with four count data models of ...

A Bayesian spatio-temporal model for forecasting the prevalence of ...

in domestic dogs, including climatic conditions, geographical factors, and societal factors. These factors are used in concert with a spatio- ...

Predicting the spatial abundance of Ixodes ricinus ticks in southern ...

... counts in all ... life stage turn-over rates. We did find ... models using dynamic weather data to predict tick abundance in the future.

Effects of Climate on the Variation in Abundance of Three Tick ...

Although counts of Dermacentor variabilis nymphs were too low to analyze abundance, all other species and life stage combinations showed that ...

Temporal dynamics of tick populations and selected stages at steady...

Models used data-driven and mechanistic modelling frameworks informed by diverse tick, hydroclimatic, and ecological variables. Predictions captured tick ...

Effect of Climate and Land Use on the Spatio-Temporal Variability of ...

burgdorferi s.l., A. phagocytophilum and Rickettsia spp. ... We show that the relative abundance of questing nymphs was significantly associated with climatic ...

[PDF] Semi-Parametric Spatial Joint Modeling of HIV and HSV-2 ...

Spatio-temporal modelling of tick life-stage count data with spatially varying coefficients. · Environmental Science, Biology. Geospatial health · 2021.