Otieno, Fredrick Tom
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1

Modeling the Potential Future Distribution of Anthrax Outbr..:

Otieno, Fredrick Tom ; Gachohi, John ; Gikuma-Njuru, Peter...
International Journal of Environmental Research and Public Health.  18 (2021)  8 - p. 4176 , 2021
 
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Location of National Parks and Game Reserves overlaid on th..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
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.  , 2021
 
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Variables fitted in BRT algorithm for niche modeling:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
https://figshare.com/articles/dataset/Variables_fitted_in_BRT_algorithm_for_niche_modeling_/14335870.  , 2021
 
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Panel A: Predicted geographic distribution of anthrax in so..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
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.  , 2021
 
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Partial dependency plots (PDP) showing marginal effects on ..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
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.  , 2021
 
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Variable relative influence for final variable set used to ..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
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.  , 2021
 
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Map of Kenya showing the study area and the spatial distrib..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
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.  , 2021
 
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Candidate variable descriptions, online sources and referen..:

Fredrick Tom Otieno (10492348) ; John Gachohi (4386619) ; Peter Gikuma-Njuru (10492351)...
https://figshare.com/articles/journal_contribution/Candidate_variable_descriptions_online_sources_and_references_/14335852.  , 2021
 
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