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Data Study Group Final Report: Smart monitoring for conservation areas

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The_Alan_Turing_Institute_Data_Study_Group_Final_Report_-_WWF.pdf

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Resource type
Research report
Creator (person)
Hosseini, Kasra
ORCIDORCID logo
Coll Ardanuy, Mariona
ORCIDORCID logo
Patterson, David
Garcia-Velez, Laura
Castro-Gonzalez, Leonardo
Deecke, Lucas
Nielsen, Dan
Cho, Selina
Dwyer, Lesely
Auyeung, Victoria
Krause, Amy
Coca-Castro, Alejandro
Vonnak, Reka
Baleato Lizancos, Anton
Miron, Alina
Metzler, Barbara
Goldmann, Katriona
Date published
2020
Abstract
WWF (World Wide Fund for Nature) monitors over 250,000 protected areas (e.g. national parks and nature reserves) and thousands of other sites and critical habitats. These sites are the foundation of global natural assets and are central to the preservation of biodiversity and human well-being. Unfortunately, they face increasing pressures from human development. In this challenge, we explore various data science techniques to automatically detect news articles that report emerging threats to key protected areas. We describe a system that identifies such news stories near real-time. This is vital to enable the wider machinery of WWF and the conservation community to engage with governments, companies, shareholders, insurers, and others to help halt the degradation or destruction of key habitats.
Contributor (organisation)
British Library
Living with Machines
Project(s)
Living with Machines
Funder
Funder nameAwards
Arts and Humanities Research Council
AH/S01179X/1
Engineering and Physical Sciences Research Council
EP/N510129/1
Publisher
Zenodo
Official URL
http://doi.org/10.5281/zenodo.3878457
Related URL
https://www.turing.ac.uk/research/publications/data-study-group-final-report-wwf
Licence
https://creativecommons.org/licenses/by-sa/4.0/
DOI
10.5281/zenodo.3878457
Keywords
natural language processing
supervised learning
neural networks
WWF
conservation
Alan Turing Institute
habitats
Data Study Groups
Collection
Living with Machines
Managed by the British Library and supported by the AHRC

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