Unmanned Aircraft Systems for Studying Spatial Abundance of Ungulates: Relevance to Spatial Epidemiology
Events
Loading … Spinner

Mendeley | Further Information

{"title"=>"Unmanned aircraft systems for studying spatial abundance of ungulates: Relevance to spatial epidemiology", "type"=>"journal", "authors"=>[{"first_name"=>"José A.", "last_name"=>"Barasona", "scopus_author_id"=>"53063213000"}, {"first_name"=>"Margarita", "last_name"=>"Mulero-Pázmány", "scopus_author_id"=>"56094980300"}, {"first_name"=>"Pelayo", "last_name"=>"Acevedo", "scopus_author_id"=>"36196209800"}, {"first_name"=>"Juan J.", "last_name"=>"Negro", "scopus_author_id"=>"7005076476"}, {"first_name"=>"María J.", "last_name"=>"Torres", "scopus_author_id"=>"7402581357"}, {"first_name"=>"Christian", "last_name"=>"Gortázar", "scopus_author_id"=>"7003830446"}, {"first_name"=>"Joaquín", "last_name"=>"Vicente", "scopus_author_id"=>"55737628500"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"601108002", "sgr"=>"84920500606", "pmid"=>"25551673", "scopus"=>"2-s2.0-84920500606", "isbn"=>"1932-6203", "doi"=>"10.1371/journal.pone.0115608", "issn"=>"19326203"}, "id"=>"c753d6e9-92ef-3776-8f5e-d000dfa527b8", "abstract"=>"Complex ecological and epidemiological systems require multidisciplinary and innovative research. Low cost unmanned aircraft systems (UAS) can provide information on the spatial pattern of hosts' distribution and abundance, which is crucial as regards modelling the determinants of disease transmission and persistence on a fine spatial scale. In this context we have studied the spatial epidemiology of tuberculosis (TB) in the ungulate community of Doñana National Park (South-western Spain) by modelling species host (red deer, fallow deer and cattle) abundance at fine spatial scale. The use of UAS high-resolution images has allowed us to collect data to model the environmental determinants of host abundance, and in a further step to evaluate their relationships with the spatial risk of TB throughout the ungulate community. We discuss the ecological, epidemiological and logistic conditions under which UAS may contribute to study the wildlife/livestock sanitary interface, where the spatial aggregation of hosts becomes crucial. These findings are relevant for planning and implementing research, fundamentally when managing disease in multi-host systems, and focusing on risky areas. Therefore, managers should prioritize the implementation of control strategies to reduce disease of conservation, economic and social relevance.", "link"=>"http://www.mendeley.com/research/unmanned-aircraft-systems-studying-spatial-abundance-ungulates-relevance-spatial-epidemiology", "reader_count"=>101, "reader_count_by_academic_status"=>{"Unspecified"=>7, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>18, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>9, "Student > Master"=>28, "Other"=>7, "Student > Bachelor"=>5, "Lecturer > Senior Lecturer"=>1, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>7, "Professor > Associate Professor"=>1, "Librarian"=>1, "Researcher"=>18, "Student > Doctoral Student"=>6, "Student > Ph. D. Student"=>16, "Student > Postgraduate"=>9, "Student > Master"=>28, "Other"=>7, "Student > Bachelor"=>5, "Lecturer > Senior Lecturer"=>1, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>10, "Agricultural and Biological Sciences"=>48, "Business, Management and Accounting"=>1, "Veterinary Science and Veterinary Medicine"=>6, "Computer Science"=>1, "Earth and Planetary Sciences"=>2, "Engineering"=>3, "Environmental Science"=>20, "Nursing and Health Professions"=>1, "Biochemistry, Genetics and Molecular Biology"=>1, "Medicine and Dentistry"=>4, "Psychology"=>1, "Social Sciences"=>3}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>4}, "Social Sciences"=>{"Social Sciences"=>3}, "Psychology"=>{"Psychology"=>1}, "Unspecified"=>{"Unspecified"=>10}, "Environmental Science"=>{"Environmental Science"=>20}, "Engineering"=>{"Engineering"=>3}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>2}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>48}, "Computer Science"=>{"Computer Science"=>1}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>1}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Veterinary Science and Veterinary Medicine"=>{"Veterinary Science and Veterinary Medicine"=>6}}, "reader_count_by_country"=>{"Brazil"=>2, "South Africa"=>1}, "group_count"=>8}

Scopus | Further Information

{"@_fa"=>"true", "link"=>[{"@_fa"=>"true", "@ref"=>"self", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84920500606"}, {"@_fa"=>"true", "@ref"=>"author-affiliation", "@href"=>"https://api.elsevier.com/content/abstract/scopus_id/84920500606?field=author,affiliation"}, {"@_fa"=>"true", "@ref"=>"scopus", "@href"=>"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84920500606&origin=inward"}, {"@_fa"=>"true", "@ref"=>"scopus-citedby", "@href"=>"https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=84920500606&origin=inward"}], "prism:url"=>"https://api.elsevier.com/content/abstract/scopus_id/84920500606", "dc:identifier"=>"SCOPUS_ID:84920500606", "eid"=>"2-s2.0-84920500606", "dc:title"=>"Unmanned aircraft systems for studying spatial abundance of ungulates: Relevance to spatial epidemiology", "dc:creator"=>"Barasona J.", "prism:publicationName"=>"PLoS ONE", "prism:eIssn"=>"19326203", "prism:volume"=>"9", "prism:issueIdentifier"=>"12", "prism:pageRange"=>nil, "prism:coverDate"=>"2014-12-31", "prism:coverDisplayDate"=>"31 December 2014", "prism:doi"=>"10.1371/journal.pone.0115608", "citedby-count"=>"29", "affiliation"=>[{"@_fa"=>"true", "affilname"=>"Universidad de Castilla-La Mancha", "affiliation-city"=>"Ciudad Real", "affiliation-country"=>"Spain"}], "pubmed-id"=>"25551673", "prism:aggregationType"=>"Journal", "subtype"=>"ar", "subtypeDescription"=>"Article", "article-number"=>"0115608", "source-id"=>"10600153309", "openaccess"=>"1", "openaccessFlag"=>true}

Facebook

  • {"url"=>"http%3A%2F%2Fjournals.plos.org%2Fplosone%2Farticle%3Fid%3D10.1371%252Fjournal.pone.0115608", "share_count"=>1, "like_count"=>0, "comment_count"=>0, "click_count"=>0, "total_count"=>1}

Counter

  • {"month"=>"12", "year"=>"2014", "pdf_views"=>"5", "xml_views"=>"5", "html_views"=>"20"}
  • {"month"=>"1", "year"=>"2015", "pdf_views"=>"86", "xml_views"=>"6", "html_views"=>"329"}
  • {"month"=>"2", "year"=>"2015", "pdf_views"=>"23", "xml_views"=>"0", "html_views"=>"97"}
  • {"month"=>"3", "year"=>"2015", "pdf_views"=>"28", "xml_views"=>"0", "html_views"=>"84"}
  • {"month"=>"4", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"63"}
  • {"month"=>"5", "year"=>"2015", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"6", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"34"}
  • {"month"=>"7", "year"=>"2015", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"37"}
  • {"month"=>"8", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"9", "year"=>"2015", "pdf_views"=>"19", "xml_views"=>"1", "html_views"=>"62"}
  • {"month"=>"10", "year"=>"2015", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"11", "year"=>"2015", "pdf_views"=>"9", "xml_views"=>"1", "html_views"=>"41"}
  • {"month"=>"12", "year"=>"2015", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"35"}
  • {"month"=>"1", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"24"}
  • {"month"=>"2", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"57"}
  • {"month"=>"3", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"40"}
  • {"month"=>"4", "year"=>"2016", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"50"}
  • {"month"=>"5", "year"=>"2016", "pdf_views"=>"27", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"6", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"53"}
  • {"month"=>"7", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"8", "year"=>"2016", "pdf_views"=>"6", "xml_views"=>"0", "html_views"=>"22"}
  • {"month"=>"9", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"39"}
  • {"month"=>"10", "year"=>"2016", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"11", "year"=>"2016", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"36"}
  • {"month"=>"12", "year"=>"2016", "pdf_views"=>"13", "xml_views"=>"2", "html_views"=>"47"}
  • {"month"=>"1", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"37"}
  • {"month"=>"2", "year"=>"2017", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"68"}
  • {"month"=>"3", "year"=>"2017", "pdf_views"=>"9", "xml_views"=>"2", "html_views"=>"51"}
  • {"month"=>"4", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"0", "html_views"=>"43"}
  • {"month"=>"5", "year"=>"2017", "pdf_views"=>"11", "xml_views"=>"3", "html_views"=>"56"}
  • {"month"=>"6", "year"=>"2017", "pdf_views"=>"13", "xml_views"=>"1", "html_views"=>"48"}
  • {"month"=>"7", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"1", "html_views"=>"23"}
  • {"month"=>"8", "year"=>"2017", "pdf_views"=>"6", "xml_views"=>"2", "html_views"=>"30"}
  • {"month"=>"9", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"40"}
  • {"month"=>"10", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"61"}
  • {"month"=>"11", "year"=>"2017", "pdf_views"=>"5", "xml_views"=>"0", "html_views"=>"65"}
  • {"month"=>"12", "year"=>"2017", "pdf_views"=>"10", "xml_views"=>"2", "html_views"=>"35"}
  • {"month"=>"1", "year"=>"2018", "pdf_views"=>"10", "xml_views"=>"1", "html_views"=>"41"}
  • {"month"=>"2", "year"=>"2018", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"23"}
  • {"month"=>"3", "year"=>"2018", "pdf_views"=>"30", "xml_views"=>"1", "html_views"=>"30"}
  • {"month"=>"4", "year"=>"2018", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"5", "year"=>"2018", "pdf_views"=>"17", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"6", "year"=>"2018", "pdf_views"=>"24", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"7", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"3", "html_views"=>"15"}
  • {"month"=>"8", "year"=>"2018", "pdf_views"=>"7", "xml_views"=>"1", "html_views"=>"14"}
  • {"month"=>"9", "year"=>"2018", "pdf_views"=>"8", "xml_views"=>"1", "html_views"=>"22"}
  • {"month"=>"10", "year"=>"2018", "pdf_views"=>"23", "xml_views"=>"1", "html_views"=>"18"}
  • {"month"=>"11", "year"=>"2018", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"12", "year"=>"2018", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"20"}
  • {"month"=>"1", "year"=>"2019", "pdf_views"=>"15", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"2", "year"=>"2019", "pdf_views"=>"20", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"3", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"0", "html_views"=>"26"}
  • {"month"=>"4", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"24"}
  • {"month"=>"5", "year"=>"2019", "pdf_views"=>"16", "xml_views"=>"0", "html_views"=>"19"}
  • {"month"=>"6", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"7", "year"=>"2019", "pdf_views"=>"9", "xml_views"=>"0", "html_views"=>"21"}
  • {"month"=>"8", "year"=>"2019", "pdf_views"=>"10", "xml_views"=>"0", "html_views"=>"12"}
  • {"month"=>"9", "year"=>"2019", "pdf_views"=>"8", "xml_views"=>"0", "html_views"=>"18"}
  • {"month"=>"10", "year"=>"2019", "pdf_views"=>"14", "xml_views"=>"1", "html_views"=>"25"}
  • {"month"=>"11", "year"=>"2019", "pdf_views"=>"12", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"12", "year"=>"2019", "pdf_views"=>"7", "xml_views"=>"0", "html_views"=>"1"}
  • {"month"=>"1", "year"=>"2020", "pdf_views"=>"13", "xml_views"=>"0", "html_views"=>"15"}
  • {"month"=>"2", "year"=>"2020", "pdf_views"=>"12", "xml_views"=>"1", "html_views"=>"16"}

Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1859117"], "description"=>"<p>Explanatory categorical variable was the TB-tested species: fallow deer, red deer and wild boar. Quantitative variables were water point density (WDN) and predicted species abundance (PRD in red deer and PCT in cattle) obtained from the models summarised in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0115608#pone-0115608-t002\" target=\"_blank\">Table 2</a> and <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0115608#pone-0115608-g002\" target=\"_blank\">Fig. 2</a>. Coefficients, standard deviations (SD) and 95% credible intervals (CI) are shown. Coefficients of species categories are relative to the fallow deer. Significant variables are marked with (*).</p><p>Results of the best-fitting (i.e. the lowest DIC value) Bayesian multivariable logistic regression model used to determine the most relevant factors explaining species positivity as regards tuberculosis.</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283136, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.t004", "stats"=>{"downloads"=>1, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Results_of_the_best_fitting_i_e_the_lowest_DIC_value_Bayesian_multivariable_logistic_regression_model_used_to_determine_the_most_relevant_factors_explaining_species_positivity_as_regards_tuberculosis_/1283136", "title"=>"Results of the best-fitting (i.e. the lowest DIC value) Bayesian multivariable logistic regression model used to determine the most relevant factors explaining species positivity as regards tuberculosis.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859115"], "description"=>"<p>Assessment of the predictive performance of the abundance models in independent datasets by using Pearson correlations (<i>p</i><0.001 in all cases).</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283134, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.t003", "stats"=>{"downloads"=>2, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Assessment_of_the_predictive_performance_of_the_abundance_models_in_independent_datasets_by_using_Pearson_correlations_p_/1283134", "title"=>"Assessment of the predictive performance of the abundance models in independent datasets by using Pearson correlations (<i>p</i><0.001 in all cases).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859111"], "description"=>"<p>Predicted patterns of species relative abundance (animals/ha) in Doñana National Park obtained by modelling abundance data obtained from Unmanned Aircraft Systems (see <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0115608#pone-0115608-t002\" target=\"_blank\"><b>Table 2</b></a>).</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283130, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.g002", "stats"=>{"downloads"=>0, "page_views"=>18, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Predicted_patterns_of_species_relative_abundance_animals_ha_in_Do_ana_National_Park_obtained_by_modelling_abundance_data_obtained_from_Unmanned_Aircraft_Systems_see_Table_2_/1283130", "title"=>"Predicted patterns of species relative abundance (animals/ha) in Doñana National Park obtained by modelling abundance data obtained from Unmanned Aircraft Systems (see <b>Table 2</b>).", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859114"], "description"=>"<p>Coefficients are shown for the most parsimonious models according to AIC. Measures for model support and statistical parameters (test and p-values) for the variables selected in the final models can be found in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0115608#pone.0115608.s003\" target=\"_blank\">S1 Table</a>. Variable codes are described in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0115608#pone-0115608-t001\" target=\"_blank\">Table 1</a>.</p>1<p>LT1 and LT4 were corrected by detection coefficients, 0.538 and 0.359, respectively. <sup>2</sup>Reference value of the parameter estimator was 0 for “cattle management area 1 (MA1)”. MA from 2 to 5 codify for the location of each sampling unit in each management area (1 when present and 0 when absence).</p><p>Results of the generalised linear models (negative binomial error distribution and logarithmic link function) used to predict red deer, fallow deer and cattle abundance on a spatial scale in Doñana National Park.</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283133, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.t002", "stats"=>{"downloads"=>1, "page_views"=>13, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Results_of_the_generalised_linear_models_negative_binomial_error_distribution_and_logarithmic_link_function_used_to_predict_red_deer_fallow_deer_and_cattle_abundance_on_a_spatial_scale_in_Do_241_ana_National_Park_/1283133", "title"=>"Results of the generalised linear models (negative binomial error distribution and logarithmic link function) used to predict red deer, fallow deer and cattle abundance on a spatial scale in Doñana National Park.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859113"], "description"=>"<p>For continuous predictors, mean values and standard deviations (SD) are reported for both the surveyed area (UAS track grids; in bold) and the whole study area (surveyed/study area).</p><p>Environmental predictors used for spatial modelling of both host species abundance and <i>Mycobacterium tuberculosis</i> complex transmission risk factors.</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283132, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.t001", "stats"=>{"downloads"=>5, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Environmental_predictors_used_for_spatial_modelling_of_both_host_species_abundance_and_Mycobacterium_tuberculosis_complex_transmission_risk_factors_/1283132", "title"=>"Environmental predictors used for spatial modelling of both host species abundance and <i>Mycobacterium tuberculosis</i> complex transmission risk factors.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859122", "https://ndownloader.figshare.com/files/1859123", "https://ndownloader.figshare.com/files/1859124", "https://ndownloader.figshare.com/files/1859125"], "description"=>"<div><p>Complex ecological and epidemiological systems require multidisciplinary and innovative research. Low cost unmanned aircraft systems (UAS) can provide information on the spatial pattern of hosts’ distribution and abundance, which is crucial as regards modelling the determinants of disease transmission and persistence on a fine spatial scale. In this context we have studied the spatial epidemiology of tuberculosis (TB) in the ungulate community of Doñana National Park (South-western Spain) by modelling species host (red deer, fallow deer and cattle) abundance at fine spatial scale. The use of UAS high-resolution images has allowed us to collect data to model the environmental determinants of host abundance, and in a further step to evaluate their relationships with the spatial risk of TB throughout the ungulate community. We discuss the ecological, epidemiological and logistic conditions under which UAS may contribute to study the wildlife/livestock sanitary interface, where the spatial aggregation of hosts becomes crucial. These findings are relevant for planning and implementing research, fundamentally when managing disease in multi-host systems, and focusing on risky areas. Therefore, managers should prioritize the implementation of control strategies to reduce disease of conservation, economic and social relevance.</p></div>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283141, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0115608.s001", "https://dx.doi.org/10.1371/journal.pone.0115608.s002", "https://dx.doi.org/10.1371/journal.pone.0115608.s003", "https://dx.doi.org/10.1371/journal.pone.0115608.s004"], "stats"=>{"downloads"=>6, "page_views"=>15, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Unmanned_Aircraft_Systems_for_Studying_Spatial_Abundance_of_Ungulates_Relevance_to_Spatial_Epidemiology_/1283141", "title"=>"Unmanned Aircraft Systems for Studying Spatial Abundance of Ungulates: Relevance to Spatial Epidemiology", "pos_in_sequence"=>0, "defined_type"=>4, "published_date"=>"2014-12-31 03:17:27"}
  • {"files"=>["https://ndownloader.figshare.com/files/1859104"], "description"=>"<p>Six main habitats can be differentiated: dense shrubland (LT1), low-clear shrubland (LT2), herbaceous grassland (LT3), woodland (LT4), bare land (LT5), watercourse vegetation and water body (LT6). Locations of the necropsied wild ungulates and of the UAS tracks at the five cattle management areas are shown.</p>", "links"=>[], "tags"=>["Unmanned Aircraft Systems", "modelling species host", "ungulate community", "uas", "research", "tb", "Spatial Epidemiology Complex", "determinant", "abundance"], "article_id"=>1283123, "categories"=>["Biological Sciences", "Ecology"], "users"=>["José A. Barasona", "Margarita Mulero-Pázmány", "Pelayo Acevedo", "Juan J. Negro", "María J. Torres", "Christian Gortázar", "Joaquín Vicente"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0115608.g001", "stats"=>{"downloads"=>0, "page_views"=>75, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Map_of_the_study_area_Do_ana_National_Park_in_Southern_Spain_obtained_from_36_/1283123", "title"=>"Map of the study area, Doñana National Park in Southern Spain, obtained from [36].", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-12-31 03:17:27"}

PMC Usage Stats | Further Information

  • {"unique-ip"=>"12", "full-text"=>"13", "pdf"=>"5", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"4"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"5"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"6"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"1", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2015", "month"=>"7"}
  • {"unique-ip"=>"16", "full-text"=>"16", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"3"}
  • {"unique-ip"=>"14", "full-text"=>"14", "pdf"=>"10", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"64", "cited-by"=>"0", "year"=>"2015", "month"=>"2"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"8"}
  • {"unique-ip"=>"10", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"3", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"9"}
  • {"unique-ip"=>"14", "full-text"=>"9", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"5", "cited-by"=>"0", "year"=>"2015", "month"=>"10"}
  • {"unique-ip"=>"8", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"1"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"2"}
  • {"unique-ip"=>"11", "full-text"=>"6", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"92", "cited-by"=>"0", "year"=>"2015", "month"=>"1"}
  • {"unique-ip"=>"9", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"11"}
  • {"unique-ip"=>"11", "full-text"=>"8", "pdf"=>"6", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2015", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"0", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"3"}
  • {"unique-ip"=>"3", "full-text"=>"1", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"4"}
  • {"unique-ip"=>"3", "full-text"=>"4", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"5"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"6"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"4", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"9"}
  • {"unique-ip"=>"1", "full-text"=>"0", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"8", "cited-by"=>"0", "year"=>"2016", "month"=>"10"}
  • {"unique-ip"=>"6", "full-text"=>"7", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"11"}
  • {"unique-ip"=>"7", "full-text"=>"11", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2016", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"1"}
  • {"unique-ip"=>"2", "full-text"=>"1", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"2"}
  • {"unique-ip"=>"1", "full-text"=>"1", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"3"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"4"}
  • {"unique-ip"=>"24", "full-text"=>"9", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"4", "cited-by"=>"1", "year"=>"2017", "month"=>"5"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"6"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"7"}
  • {"unique-ip"=>"6", "full-text"=>"6", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"8"}
  • {"unique-ip"=>"12", "full-text"=>"14", "pdf"=>"2", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"9"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"3", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"11"}
  • {"unique-ip"=>"2", "full-text"=>"3", "pdf"=>"0", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2017", "month"=>"12"}
  • {"unique-ip"=>"7", "full-text"=>"5", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"1", "cited-by"=>"0", "year"=>"2018", "month"=>"1"}
  • {"unique-ip"=>"8", "full-text"=>"10", "pdf"=>"1", "abstract"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"6", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"1"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"12"}
  • {"unique-ip"=>"3", "full-text"=>"5", "pdf"=>"3", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"4"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"5"}
  • {"unique-ip"=>"3", "full-text"=>"3", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"6"}
  • {"unique-ip"=>"6", "full-text"=>"5", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"7"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"8"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"10"}
  • {"unique-ip"=>"4", "full-text"=>"3", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2018", "month"=>"9"}
  • {"unique-ip"=>"4", "full-text"=>"2", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"3", "cited-by"=>"0", "year"=>"2018", "month"=>"11"}
  • {"unique-ip"=>"2", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"2"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"3"}
  • {"unique-ip"=>"7", "full-text"=>"8", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"2", "cited-by"=>"0", "year"=>"2019", "month"=>"4"}
  • {"unique-ip"=>"3", "full-text"=>"2", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"2", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"5"}
  • {"unique-ip"=>"8", "full-text"=>"9", "pdf"=>"2", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"8"}
  • {"unique-ip"=>"4", "full-text"=>"4", "pdf"=>"1", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"9"}
  • {"unique-ip"=>"5", "full-text"=>"5", "pdf"=>"0", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"10"}
  • {"unique-ip"=>"7", "full-text"=>"3", "pdf"=>"5", "scanned-summary"=>"0", "scanned-page-browse"=>"0", "figure"=>"0", "supp-data"=>"0", "cited-by"=>"0", "year"=>"2019", "month"=>"12"}

Relative Metric

{"start_date"=>"2014-01-01T00:00:00Z", "end_date"=>"2014-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Biology and life sciences/Organisms", "average_usage"=>[310]}, {"subject_area"=>"/Ecology and environmental sciences/Habitats", "average_usage"=>[348, 516]}, {"subject_area"=>"/Medicine and health sciences", "average_usage"=>[285]}, {"subject_area"=>"/Medicine and health sciences/Infectious diseases", "average_usage"=>[319]}, {"subject_area"=>"/Medicine and health sciences/Tropical diseases", "average_usage"=>[381, 651]}, {"subject_area"=>"/Physical sciences", "average_usage"=>[271]}, {"subject_area"=>"/Physical sciences/Mathematics", "average_usage"=>[286]}]}
Loading … Spinner
There are currently no alerts