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


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

This scoping review provides a comprehensive survey of models and data used to predict I. scapularis distribution and abundance in North America.

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

Abstract. Tick-borne diseases (TBD) remain prevalent worldwide, and risk assessment of tick habitat suitability is crucial to prevent or reduce ...

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

All studies used tick data, and many incorporated both hydroclimatic and ecological variables. Minimal host- and human-specific data were utilized. Biases ...

Species Distribution Models predict abundance and its temporal ...

From various occurrence data we modelled the HSI. From (independent) count data we calculated four local abundance indices: mean abundance, maximum abundance, ...

An extensive comparison of species-abundance distribution models

A number of different models have been proposed as descriptions of the species-abundance distribution (SAD). Most evaluations of these models use only one or ...

Models to predict the distribution and abundance of breeding ducks ...

Given the performance of our models, we suggest that the resulting prediction maps can be used in future research and to guide conservation activities, ...

The effectiveness of species distribution models in predicting local ...

The use of species distribution models (SDMs) to predict local abundance has been often proposed and contested. We tested whether SDMs at ...

Data Integration for Large-Scale Models of Species Distributions

Integrated modeling of species distributions and abundance is emerging as a powerful tool in statistical ecology. Point processes provide a flexible ...

Species distribution models can be used to predict the abundance of...

Download scientific diagram | Species distribution models can be used to predict the abundance of species across large geographic areas. These data can be ...

Contrasting presence-only models with plot abundance data - Nature

Species distribution models (SDMs) are widely used in ecology and conservation. Presence-only SDMs such as MaxEnt frequently use natural ...

Predicting abundance indices in areas without coverage with a ...

The applied model provides an objective framework that accommodates for missing data by predicting abundance indices in areas with poor or no survey coverage.

robust models for predicting abundance using co-occurrence from ...

However, gathering abundance data is costly. Species Abundance Models (SAMs) are increasingly used to predict variation in abundance for ...

Combining community science and MaxEnt modeling to estimate ...

Understanding the distribution and abundance of species is a fundamental aspect of conservation biology. Species distribution models aim to predict ...

Species Distribution Models: Ecological Explanation and Prediction ...

Species distribution models (SDMs) are numerical tools that combine observations of species occurrence or abundance with environmental ...

A quantitative review of abundance-based species distribution models

While many models performed poorly, a subset of models consistently reconstructed range-wide abundance patterns. The best predictions were ...

Improving species distribution models: The value of data on ...

... ... The incorporation of abundance data into SDMs, even at a coarse-scale, can enhance distribution predictions (Howard et al., 2014) and also improve ...

A Data-Intensive Assessment of the Species Abundance Distribution

... abundance distribution models to determine which models provide the best fit to empirical data. ... used models for the species abundance distribution. We ...

Chapter 6 Modeling Relative Abundance | Best Practices for Using ...

The metric we'll use to estimate abundance is the expected number of individuals observed on a standardized eBird checklist.

Improving prediction of rare species' distribution from community data

Species distribution models (SDMs) have been increasingly used to predict the geographic distribution of a wide range of organisms; however, ...

Random forest and spatial cross-validation performance in ...

... models used for predicting plant species distributions: role of artificial data and theory. ... abundance distribution models. PeerJ 4 ...