Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/38030
Appears in Collections:Aquaculture Journal Articles
Peer Review Status: Refereed
Title: Measuring consideration of aquatic ecosystems in national biodiversity conservation planning through text analysis
Author(s): Newton, Richard William
Friedman, Kim Jerome
Himes-Cornell, Amber
Green, Darren Michael
Contact Email: richard.newton@stir.ac.uk
Keywords: Water
Habitat
Governance
Policy
Text mining
Issue Date: Feb-2026
Date Deposited: 6-Feb-2026
Citation: Newton RW, Friedman KJ, Himes-Cornell A & Green DM (2026) Measuring consideration of aquatic ecosystems in national biodiversity conservation planning through text analysis. <i>Biodiversity and Conservation</i>, 35 (2). https://doi.org/10.1007/s10531-026-03251-w
Abstract: Broadening understanding and consideration of biodiversity across aquatic systems is critical to ensure their resilience. Globally, the Convention on Biological Diversity (CBD) sets objectives for conservation of biodiversity and sustainable exploitation of biological resources. Nationally, the broad plan for delivery of these three aims is articulated in National Biodiversity Strategies and Action Plans (NBSAPs), which contextualize globally agreed goals to local needs. Here, we use text analysis to investigate the focus of 182 national biodiversity plans that cover actions to achieve the CBD 2010–2020 framework, focussing on marine and freshwater ecosystems and their contrast with terrestrial ecosystems. The approach was validated by correlating intervention-related content measured by text analysis with corresponding interventions inferred from manual reading of the NBSAPs. Our analysis reveals variations in focus between terrestrial and aquatic systems that differ across country types and groups (e.g., inland, coast, or island country groupings, and continents), with significant country-level residual effects. Additionally, differential weightings in the focus of plans relating to environmental status, stressors, or interventions are identified. This study demonstrates the utility of text-analysis tools, and how their use could assist better alignment of national biodiversity strategies and NBSAPs to the 2022–2030 ‘Biodiversity Plan’, to achieve more holistic and better-aligned approaches for conserving biodiversity towards the CBD’s 2050 vision.
DOI Link: 10.1007/s10531-026-03251-w
Rights: Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Licence URL(s): http://creativecommons.org/licenses/by/4.0/

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