Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models

Additional file 1: Table S1. Summary of environmental predictors used in species distribution modelling for blue whale and elephant case studies. Spatial resolution is in decimal degrees. Table S2. Validation metrics for spatial and temporal hold-out approaches. Temporal hold-out not available for t...

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Main Authors: Elliott L. Hazen (10160793), Briana Abrahms (3294768), Stephanie Brodie (5445485), Gemma Carroll (5471000), Heather Welch (5445494), Steven J. Bograd (8127312)
Format: Other Non-Article Part of Journal/Newspaper
Language:unknown
Published: 2021
Subjects:
Online Access:https://doi.org/10.6084/m9.figshare.14052825.v1
id ftsmithonian:oai:figshare.com:article/14052825
record_format openpolar
spelling ftsmithonian:oai:figshare.com:article/14052825 2023-05-15T15:45:08+02:00 Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models Elliott L. Hazen (10160793) Briana Abrahms (3294768) Stephanie Brodie (5445485) Gemma Carroll (5471000) Heather Welch (5445494) Steven J. Bograd (8127312) 2021-02-17T05:00:00Z https://doi.org/10.6084/m9.figshare.14052825.v1 unknown https://figshare.com/articles/journal_contribution/Additional_file_1_of_Where_did_they_not_go_Considerations_for_generating_pseudo-absences_for_telemetry-based_habitat_models/14052825 doi:10.6084/m9.figshare.14052825.v1 CC BY + CC0 CC0 CC-BY Ecology Conclusions Habitat model performance presence-only modeling approaches tag release location telemetry-based habitat models telemetry-based habitat models Abst. pseudo-absence generation methods habitat models model types Text Journal contribution 2021 ftsmithonian https://doi.org/10.6084/m9.figshare.14052825.v1 2021-02-26T11:10:00Z Additional file 1: Table S1. Summary of environmental predictors used in species distribution modelling for blue whale and elephant case studies. Spatial resolution is in decimal degrees. Table S2. Validation metrics for spatial and temporal hold-out approaches. Temporal hold-out not available for the average elephant model as predictor variables are not dynamically measured. Figure S1. Partial response curves for the two most important covariates in the blue whale (a-d) and elephant (e-h) habitat suitability models. Response curves for GAMMS (left panels; A, B, E, F), and BRTs (right panels; C, D, G, H) are shown for the four pseudo-absences generation techniques (Background in red, Buffer in gray, CRW in green, Reverse CRW in blue). Other Non-Article Part of Journal/Newspaper Blue whale Unknown
institution Open Polar
collection Unknown
op_collection_id ftsmithonian
language unknown
topic Ecology
Conclusions Habitat model performance
presence-only modeling approaches
tag release location
telemetry-based habitat models
telemetry-based habitat models Abst.
pseudo-absence generation methods
habitat models
model types
spellingShingle Ecology
Conclusions Habitat model performance
presence-only modeling approaches
tag release location
telemetry-based habitat models
telemetry-based habitat models Abst.
pseudo-absence generation methods
habitat models
model types
Elliott L. Hazen (10160793)
Briana Abrahms (3294768)
Stephanie Brodie (5445485)
Gemma Carroll (5471000)
Heather Welch (5445494)
Steven J. Bograd (8127312)
Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
topic_facet Ecology
Conclusions Habitat model performance
presence-only modeling approaches
tag release location
telemetry-based habitat models
telemetry-based habitat models Abst.
pseudo-absence generation methods
habitat models
model types
description Additional file 1: Table S1. Summary of environmental predictors used in species distribution modelling for blue whale and elephant case studies. Spatial resolution is in decimal degrees. Table S2. Validation metrics for spatial and temporal hold-out approaches. Temporal hold-out not available for the average elephant model as predictor variables are not dynamically measured. Figure S1. Partial response curves for the two most important covariates in the blue whale (a-d) and elephant (e-h) habitat suitability models. Response curves for GAMMS (left panels; A, B, E, F), and BRTs (right panels; C, D, G, H) are shown for the four pseudo-absences generation techniques (Background in red, Buffer in gray, CRW in green, Reverse CRW in blue).
format Other Non-Article Part of Journal/Newspaper
author Elliott L. Hazen (10160793)
Briana Abrahms (3294768)
Stephanie Brodie (5445485)
Gemma Carroll (5471000)
Heather Welch (5445494)
Steven J. Bograd (8127312)
author_facet Elliott L. Hazen (10160793)
Briana Abrahms (3294768)
Stephanie Brodie (5445485)
Gemma Carroll (5471000)
Heather Welch (5445494)
Steven J. Bograd (8127312)
author_sort Elliott L. Hazen (10160793)
title Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
title_short Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
title_full Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
title_fullStr Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
title_full_unstemmed Additional file 1 of Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
title_sort additional file 1 of where did they not go? considerations for generating pseudo-absences for telemetry-based habitat models
publishDate 2021
url https://doi.org/10.6084/m9.figshare.14052825.v1
genre Blue whale
genre_facet Blue whale
op_relation https://figshare.com/articles/journal_contribution/Additional_file_1_of_Where_did_they_not_go_Considerations_for_generating_pseudo-absences_for_telemetry-based_habitat_models/14052825
doi:10.6084/m9.figshare.14052825.v1
op_rights CC BY + CC0
op_rightsnorm CC0
CC-BY
op_doi https://doi.org/10.6084/m9.figshare.14052825.v1
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