Cargando…

Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system

The recovery of wild tigers in India and Nepal is a remarkable conservation achievement, but it sets the stage for increased human–wildlife conflict where parks are limited in size and where tigers reside outside reserves. We deployed an innovative technology, the TrailGuard AI camera-alert system,...

Descripción completa

Detalles Bibliográficos
Autores principales: Dertien, Jeremy S, Negi, Hrishita, Dinerstein, Eric, Krishnamurthy, Ramesh, Negi, Himmat Singh, Gopal, Rajesh, Gulick, Steve, Pathak, Sanjay Kumar, Kapoor, Mohnish, Yadav, Piyush, Benitez, Mijail, Ferreira, Miguel, Wijnveen, A J, Lee, Andy T L, Wright, Brett, Baldwin, Robert F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10580963/
https://www.ncbi.nlm.nih.gov/pubmed/37854891
http://dx.doi.org/10.1093/biosci/biad076
_version_ 1785122048857604096
author Dertien, Jeremy S
Negi, Hrishita
Dinerstein, Eric
Krishnamurthy, Ramesh
Negi, Himmat Singh
Gopal, Rajesh
Gulick, Steve
Pathak, Sanjay Kumar
Kapoor, Mohnish
Yadav, Piyush
Benitez, Mijail
Ferreira, Miguel
Wijnveen, A J
Lee, Andy T L
Wright, Brett
Baldwin, Robert F
author_facet Dertien, Jeremy S
Negi, Hrishita
Dinerstein, Eric
Krishnamurthy, Ramesh
Negi, Himmat Singh
Gopal, Rajesh
Gulick, Steve
Pathak, Sanjay Kumar
Kapoor, Mohnish
Yadav, Piyush
Benitez, Mijail
Ferreira, Miguel
Wijnveen, A J
Lee, Andy T L
Wright, Brett
Baldwin, Robert F
author_sort Dertien, Jeremy S
collection PubMed
description The recovery of wild tigers in India and Nepal is a remarkable conservation achievement, but it sets the stage for increased human–wildlife conflict where parks are limited in size and where tigers reside outside reserves. We deployed an innovative technology, the TrailGuard AI camera-alert system, which runs on-the-edge artificial intelligence algorithms to detect tigers and poachers and transmit real-time images to designated authorities responsible for managing prominent tiger landscapes in India. We successfully captured and transmitted the first images of tigers using cameras with embedded AI and detected poachers. Notifications of tiger images were received in real time, approximately 30 seconds from camera trigger to appearing in a smart phone app. We review use cases of this AI-based real-time alert system for managers and local communities and suggest how the system could help monitor tigers and other endangered species, detect poaching, and provide early warnings for human–wildlife conflict.
format Online
Article
Text
id pubmed-10580963
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-105809632023-10-18 Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system Dertien, Jeremy S Negi, Hrishita Dinerstein, Eric Krishnamurthy, Ramesh Negi, Himmat Singh Gopal, Rajesh Gulick, Steve Pathak, Sanjay Kumar Kapoor, Mohnish Yadav, Piyush Benitez, Mijail Ferreira, Miguel Wijnveen, A J Lee, Andy T L Wright, Brett Baldwin, Robert F Bioscience Forum The recovery of wild tigers in India and Nepal is a remarkable conservation achievement, but it sets the stage for increased human–wildlife conflict where parks are limited in size and where tigers reside outside reserves. We deployed an innovative technology, the TrailGuard AI camera-alert system, which runs on-the-edge artificial intelligence algorithms to detect tigers and poachers and transmit real-time images to designated authorities responsible for managing prominent tiger landscapes in India. We successfully captured and transmitted the first images of tigers using cameras with embedded AI and detected poachers. Notifications of tiger images were received in real time, approximately 30 seconds from camera trigger to appearing in a smart phone app. We review use cases of this AI-based real-time alert system for managers and local communities and suggest how the system could help monitor tigers and other endangered species, detect poaching, and provide early warnings for human–wildlife conflict. Oxford University Press 2023-09-14 /pmc/articles/PMC10580963/ /pubmed/37854891 http://dx.doi.org/10.1093/biosci/biad076 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the American Institute of Biological Sciences. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Forum
Dertien, Jeremy S
Negi, Hrishita
Dinerstein, Eric
Krishnamurthy, Ramesh
Negi, Himmat Singh
Gopal, Rajesh
Gulick, Steve
Pathak, Sanjay Kumar
Kapoor, Mohnish
Yadav, Piyush
Benitez, Mijail
Ferreira, Miguel
Wijnveen, A J
Lee, Andy T L
Wright, Brett
Baldwin, Robert F
Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title_full Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title_fullStr Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title_full_unstemmed Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title_short Mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
title_sort mitigating human–wildlife conflict and monitoring endangered tigers using a real-time camera-based alert system
topic Forum
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10580963/
https://www.ncbi.nlm.nih.gov/pubmed/37854891
http://dx.doi.org/10.1093/biosci/biad076
work_keys_str_mv AT dertienjeremys mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT negihrishita mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT dinersteineric mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT krishnamurthyramesh mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT negihimmatsingh mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT gopalrajesh mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT gulicksteve mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT pathaksanjaykumar mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT kapoormohnish mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT yadavpiyush mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT benitezmijail mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT ferreiramiguel mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT wijnveenaj mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT leeandytl mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT wrightbrett mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem
AT baldwinrobertf mitigatinghumanwildlifeconflictandmonitoringendangeredtigersusingarealtimecamerabasedalertsystem