المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/journal_contribution/Candidate_variable_descriptions_online_sources_and_references_/14335852

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.s001

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/figure/Map_of_Kenya_showing_the_study_area_and_the_spatial_distribution_of_anthrax_occurence_data_red_circles_recorded_between_2011_and_2017_/14335855

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.g001

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/dataset/Variables_fitted_in_BRT_algorithm_for_niche_modeling_/14335870

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.t001

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/figure/Partial_dependency_plots_PDP_showing_marginal_effects_on_the_mean_prediction_probability_of_potential_anthrax_distribution_by_each_variable_across_the_100_BRT_experiments_/14335867

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.g005

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/figure/Location_of_National_Parks_and_Game_Reserves_overlaid_on_the_predicted_distribution_of_anthrax_in_southern_Kenya_based_on_boosted_regression_tree_experiments_/14335861

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.g003

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/figure/Panel_A_Predicted_geographic_distribution_of_anthrax_in_southern_Kenya_based_on_the_mean_prediction_of_an_ensemble_of_100_boosted_regression_tree_experiments_/14335858

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.g002

المؤلفون: Fredrick Tom Otieno (10492348), John Gachohi (4386619), Peter Gikuma-Njuru (10492351), Patrick Kariuki (10492354), Harry Oyas (5146010), Samuel A. Canfield (10492357), Jason K. Blackburn (8357217), M. Kariuki Njenga (7909856), Bernard Bett (734348)

مصطلحات موضوعية: Medicine, Cell Biology, Ecology, Cancer, Infectious Diseases, Virology, Computational Biology, Environmental Sciences not elsewhere classified, anthrax suitability, modeling efforts, 100 BRT experiments, Veterinary Services, lower-eastern regions, ROC, soil pH, temperature seasonality, soil clay content, wettest month, vegetation index, Lake Victoria, occurrence data, regression trees, health intervention planning, AUC, Kenya Background Anthrax, anthrax locations, Methods Anthrax surveillance data, health burden, 0.8. Areas, Results Cattle density

Relation: https://figshare.com/articles/figure/Variable_relative_influence_for_final_variable_set_used_to_model_the_distribution_of_anthrax_in_southern_Kenya_using_boosted_regression_tree_experiments_/14335864

الاتاحة: https://doi.org/10.1371/journal.pntd.0009301.g004