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Species distribution models: A comparison of statistical approaches for livestock and disease epidemics

https://doi.org/10.1371/journal.pone.0183626
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Modern Applied Statistics with S
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Probabilistic Modelling of Cattle Farm Distribution in Australia
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Modelling the spatial distribution of livestock in Europe
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First report of Pseudomonas syringae pv. actinidiae causing kiwifruit bacterial canker in New Zealand
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Modelling the distribution of chickens, ducks, and geese in China
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Modelling the distribution of domestic ducks in Monsoon Asia
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Predicting the distribution of intensive poultry farming in Thailand
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Economics of sheep production
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Modeling habitat suitability for occurrence of highly pathogenic avian influenza virus H5N1 in domestic poultry in Asia: A spatial multicriteria decision analysis approach
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The foot and mouth disease (FMD) epidemic in the United Kingdom 2001
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Agro-climatic classification systems for estimating the global distribution of livestock numbers and commodities
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Predictive habitat distribution models in ecology
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The role of mathematical modelling in the control of the 2001 FMD epidemic in the UK
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Random Forests
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Five (or so) challenges for species distribution modelling
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Novel methods improve prediction of species’ distributions from occurrence data
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Dynamics of the 2001 UK Foot and Mouth Epidemic: Stochastic Dispersal in a Heterogeneous Landscape
inferredcites →https://doi.org/10.1136/vr.d2715openalex-snapshot
Evaluation of risks of foot‐and‐mouth disease in Scotland to assist with decision making during the 2007 outbreak in the UK
inferredcites →https://doi.org/10.1371/journal.pone.0096084openalex-snapshot
Mapping the Global Distribution of Livestock
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Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data
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Using Random Forest to Improve the Downscaling of Global Livestock Census Data
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Biosecurity: Moving toward a Comprehensive Approach
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RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY
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Economic costs of the foot and mouth disease outbreak in the United Kingdom in 2001
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HIGH SPATIAL RESOLUTION MAPPING OF MALARIA TRANSMISSION RISK IN THE GAMBIA, WEST AFRICA, USING LANDSAT TM SATELLITE IMAGERY
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Transboundary Animal Diseases and International Trade

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Species distribution modeling for disease ecology: A multi-scale case study for schistosomiasis host snails in Brazil
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Prediction for Global Peste des Petits Ruminants Outbreaks Based on a Combination of Random Forest Algorithms and Meteorological Data
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High-Resolution Gridded Livestock Projection for Western China Based on Machine Learning
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