On a Dhole Trail: Examining Ecological and Anthropogenic Correlates of Dhole Habitat Occupancy in the Western Ghats of India
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{"title"=>"On a dhole trail: Examining ecological and anthropogenic correlates of dhole habitat occupancy in the Western Ghats of India", "type"=>"journal", "authors"=>[{"first_name"=>"Arjun", "last_name"=>"Srivathsa", "scopus_author_id"=>"41961782100"}, {"first_name"=>"Krithi K.", "last_name"=>"Karanth", "scopus_author_id"=>"10143442200"}, {"first_name"=>"Devcharan", "last_name"=>"Jathanna", "scopus_author_id"=>"6506283416"}, {"first_name"=>"N. Samba", "last_name"=>"Kumar", "scopus_author_id"=>"55464647800"}, {"first_name"=>"K. Ullas", "last_name"=>"Karanth", "scopus_author_id"=>"7004329709"}], "year"=>2014, "source"=>"PLoS ONE", "identifiers"=>{"sgr"=>"84902436977", "doi"=>"10.1371/journal.pone.0098803", "pui"=>"373323702", "pmid"=>"24893166", "scopus"=>"2-s2.0-84902436977", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)"}, "id"=>"9c942b95-8671-3693-9b1a-278f04476276", "abstract"=>"Although they play a critical role in shaping ecological communities, many threatened predator species are data-deficient. The Dhole Cuon alpinus is one such rare canid with a global population thought to be <2500 wild individuals. We assessed habitat occupancy patterns of dholes in the Western Ghats of Karnataka, India, to understand ecological and anthropogenic determinants of their distribution and habitat-use. We conducted spatially replicated detection/non-detection surveys of dhole signs along forest trails at two appropriate scales: the entire landscape and a single wildlife reserve. Landscape-scale habitat occupancy was assessed across 38,728 km(2) surveying 206 grid cells of 188-km(2) each. Finer scale habitat-use within 935 km2 Bandipur Reserve was studied surveying 92 grid cells of 13-km(2) km each. We analyzed the resulting data of dhole signs using likelihood-based habitat occupancy models. The models explicitly addressed the problematic issue of imperfect detection of dhole signs during field surveys as well as potential spatial auto-correlation between sign detections made on adjacent trail segments. We show that traditional 'presence versus absence' analyses underestimated dhole habitat occupancy by 60% or 8682 km2 [naive = 0.27; psiL(SE) = 0.68 (0.08)] in the landscape. Addressing imperfect sign detections by estimating detection probabilities [p(t)(L) (SE) = 0.12 (0.11)] was critical for reliable estimation. Similar underestimation occurred while estimating habitat-use probability at reserve-scale [naive = 0.39; Psis(SE) = 0.71 (0.06)]. At landscape scale, relative abundance of principal ungulate prey primarily influenced dhole habitat occupancy. Habitat-use within a reserve, however, was predominantly and negatively influenced by anthropogenic disturbance. Our results are the first rigorous assessment of dhole occupancy at multiple spatial scales with potential conservation value. The approach used in this study has potential utility for cost-effectively assessing spatial distribution and habitat-use in other species, landscapes and reserves.", "link"=>"http://www.mendeley.com/research/dhole-trail-examining-ecological-anthropogenic-correlates-dhole-habitat-occupancy-western-ghats-indi", "reader_count"=>99, "reader_count_by_academic_status"=>{"Unspecified"=>2, "Professor > Associate Professor"=>1, "Researcher"=>25, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>23, "Student > Postgraduate"=>9, "Student > Master"=>22, "Other"=>3, "Student > Bachelor"=>6, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>1}, "reader_count_by_user_role"=>{"Unspecified"=>2, "Professor > Associate Professor"=>1, "Researcher"=>25, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>23, "Student > Postgraduate"=>9, "Student > Master"=>22, "Other"=>3, "Student > Bachelor"=>6, "Lecturer"=>1, "Lecturer > Senior Lecturer"=>1, "Professor"=>1}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Environmental Science"=>33, "Nursing and Health Professions"=>1, "Mathematics"=>1, "Agricultural and Biological Sciences"=>53, "Arts and Humanities"=>1, "Neuroscience"=>1, "Social Sciences"=>1, "Earth and Planetary Sciences"=>1, "Economics, Econometrics and Finance"=>1}, "reader_count_by_subdiscipline"=>{"Neuroscience"=>{"Neuroscience"=>1}, "Social Sciences"=>{"Social Sciences"=>1}, "Earth and Planetary Sciences"=>{"Earth and Planetary Sciences"=>1}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>1}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>53}, "Nursing and Health Professions"=>{"Nursing and Health Professions"=>1}, "Mathematics"=>{"Mathematics"=>1}, "Unspecified"=>{"Unspecified"=>6}, "Environmental Science"=>{"Environmental Science"=>33}, "Arts and Humanities"=>{"Arts and Humanities"=>1}}, "reader_count_by_country"=>{"Canada"=>1, "Austria"=>1, "United States"=>1, "Gambia"=>1, "Nepal"=>1, "Russia"=>1, "India"=>1}, "group_count"=>2}

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  • {"files"=>["https://ndownloader.figshare.com/files/1520183"], "description"=>"<p>Study area and survey design for Bandipur Tiger Reserve, India (2012) showing protected area boundary, forest road sign-survey routes and 13-km<sup>2</sup>-grid array. Inset: location of the study area and adjoining protected areas.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "bandipur", "tiger"], "article_id"=>1045455, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.g002", "stats"=>{"downloads"=>3, "page_views"=>35, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Study_area_map_of_Bandipur_Tiger_Reserve_/1045455", "title"=>"Study area map of Bandipur Tiger Reserve.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520184"], "description"=>"<p>Patterns of landscape-scale occupancy: dhole distribution in the Western Ghats of Karnataka, India (2006–2007). (a) Naïve estimate and (b) estimated probabilities of occupancy.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments"], "article_id"=>1045456, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.g003", "stats"=>{"downloads"=>0, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Dhole_distribution_patterns_/1045456", "title"=>"Dhole distribution patterns.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520182"], "description"=>"<p>Study area and survey design used for the landscape scale habitat occupancy of dholes in the Western Ghats, Karnataka State, India (2006–2007). The map shows overall forest cover, protected wildlife reserves with superimposition of 188 km<sup>2</sup>-grid-array. Inset: location of the study area in India.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "ghats"], "article_id"=>1045454, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.g001", "stats"=>{"downloads"=>3, "page_views"=>189, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Study_area_map_of_the_Western_Ghats_landscape_in_Karnataka_/1045454", "title"=>"Study area map of the Western Ghats landscape in Karnataka.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520191"], "description"=>"<p>*K = number of parameters.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "comparisons", "anthropogenic", "covariates", "dhole", "landscape-scale", "spatially", "replicated", "surveys"], "article_id"=>1045463, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.t004", "stats"=>{"downloads"=>4, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Model_comparisons_to_identify_ecological_and_anthropogenic_habitat_covariates_influencing_dhole_distribution_L_at_landscape_scale_Western_Ghats_India_2006_2007_from_spatially_replicated_sign_surveys_during_2006_2007_/1045463", "title"=>"Model comparisons to identify ecological and anthropogenic habitat covariates influencing dhole distribution Ψ<i><sub>L</sub></i> at landscape-scale (Western Ghats, India, 2006–2007) from spatially replicated sign surveys during 2006–2007.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520192"], "description"=>"<p>These include model-averaged β estimates with unconditional standard errors.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "coefficient", "covariates", "hypothesized", "dhole"], "article_id"=>1045464, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.t005", "stats"=>{"downloads"=>1, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimates_of_coefficient_values_for_different_individual_habitat_covariates_hypothesized_to_influence_dhole_distribution_L_at_landscape_scale_Western_Ghats_India_2006_2007_/1045464", "title"=>"Estimates of β coefficient values for different individual habitat covariates hypothesized to influence dhole distribution Ψ<i><sub>L</sub></i> at landscape scale (Western Ghats, India, 2006–2007).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520190"], "description"=>"<p>These include model-averaged β estimates with unconditional standard errors.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "coefficient", "covariates", "hypothesized", "dhole", "habitat-use", "tiger"], "article_id"=>1045462, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.t007", "stats"=>{"downloads"=>4, "page_views"=>16, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimates_of_coefficient_values_for_different_individual_habitat_covariates_hypothesized_to_influence_dhole_habitat_use_s_at_reserve_scale_Bandipur_Tiger_Reserve_India_2012_/1045462", "title"=>"Estimates of β coefficient values for different individual habitat covariates hypothesized to influence dhole habitat-use Ψ<i><sub>s</sub></i> at reserve scale (Bandipur Tiger Reserve, India, 2012).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520187"], "description"=>"<p>*K = number of parameters.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "comparisons", "estimating", "probability", "detecting", "dhole", "signs", "1-km", "spatial", "replicates", "conducted", "ghats", "india", "occurrence"], "article_id"=>1045459, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.t003", "stats"=>{"downloads"=>0, "page_views"=>11, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Results_of_comparisons_to_select_models_for_estimating_probability_of_detecting_dhole_signs_p_t_on_1_km_long_spatial_replicates_used_in_the_field_survey_conducted_at_landscape_scale_in_the_Western_Ghats_landscape_India_2006_2007_under_the_constant_global/1045459", "title"=>"Results of comparisons to select models for estimating probability of detecting dhole signs <i>p<sub>t</sub></i> on 1-km long spatial replicates used in the field survey conducted at landscape scale in the Western Ghats landscape, India (2006–2007), under the constant global model for dhole occurrence [<i>Ψ<sub>L</sub></i> (<i>chital+sambar+livestock)</i>].", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-06-03 14:43:17"}
  • {"files"=>["https://ndownloader.figshare.com/files/1520186"], "description"=>"<p>Please see Methods section for parameter descriptions.</p><p>Footnote: Here the parameters Ψ and <i>p<sub>t</sub></i> are estimated only for the basic model with no covariates. Final estimates of these parameters were derived from covariate models.</p>", "links"=>[], "tags"=>["Computational biology", "Population modeling", "ecology", "Population ecology", "Spatial and landscape ecology", "Terrestrial ecology", "Population biology", "Population Dynamics", "Metapopulation dynamics", "Predator-prey dynamics", "Zoology", "Mammalogy", "Conservation science", "Terrestrial environments", "dhole", "occupancy", "landscape-scale", "habitat-use", "reserve-scale", "generated", "spatially", "replicated", "surveys", "incorporating", "spatial", "auto-correlation"], "article_id"=>1045458, "categories"=>["Biological Sciences", "Ecology"], "users"=>["Arjun Srivathsa", "Krithi K. Karanth", "Devcharan Jathanna", "N. Samba Kumar", "K. Ullas Karanth"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0098803.t002", "stats"=>{"downloads"=>3, "page_views"=>19, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimates_of_dhole_habitat_occupancy_at_landscape_scale_Western_Ghats_India_2006_2007_and_habitat_use_at_reserve_scale_Bandipur_generated_using_spatially_replicated_sign_surveys_under_the_model_54_incorporating_spatial_auto_correlation_of_sign_detections/1045458", "title"=>"Estimates of dhole habitat occupancy at landscape-scale (Western Ghats, India, 2006–2007) and habitat-use at reserve-scale (Bandipur) generated using spatially replicated sign surveys under the model [54] incorporating spatial auto-correlation of sign detections.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2014-06-03 14:43:17"}

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Relative Metric

{"start_date"=>"2014-01-01T00:00:00Z", "end_date"=>"2014-12-31T00:00:00Z", "subject_areas"=>[{"subject_area"=>"/Ecology and environmental sciences", "average_usage"=>[320]}, {"subject_area"=>"/Ecology and environmental sciences/Conservation science", "average_usage"=>[419, 667]}]}
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