Climate change effects on deep-water corals – habitat suitability model input data

• Main Author: Anderson, Owen
• Format: Dataset
• Language: unknown
• Published: 2022
• Subjects: Habitat suitability models (HSM); Earth system models; Climate Change; refugia; Random Forests; Boosted Regression Trees; marine protected areas (MPAs); Pacific; New Zealand; Ocean acidification
• Online Access: https://zenodo.org/record/7055727; https://doi.org/10.5061/dryad.41ns1rnht

Deep-water corals are protected in the seas around New Zealand by legislation that prohibits intentional damage and removal, and by marine protected areas where bottom trawling is prohibited. However, these measures do not protect them from the impacts of a changing climate and ocean acidification. To enable adequate future protection from these threats we require knowledge of the present distribution of corals and the environmental conditions that determine their preferred habitat, as well as the likely future changes in these conditions, so that we can identify areas for potential refugia. In this study, we built habitat suitability models for 12 taxa of deep-water corals using a comprehensive set of sample data and predicted present and future seafloor environmental conditions from an earth system model specifically tailored for the South Pacific. These models predicted that for most taxa there will be substantial shifts in the location of the most suitable habitat and decreases in the area of such habitat by the end of the 21st century, driven primarily by decreases in seafloor oxygen concentrations, shoaling of aragonite and calcite saturation horizons, and increases in nitrogen concentrations. The current network of protected areas in the region appear to provide little protection for most coral taxa, as there is little overlap with areas of highest habitat suitability, either in the present or the future. We recommend an urgent re-examination of the spatial distribution of protected areas for deep-water corals in the region, utilising spatial planning software that can balance protection requirements against value from fishing and mineral resources, take into account the current status of the coral habitats after decades of bottom trawling, and consider connectivity pathways for colonisation of corals into potential refugia. The .csv files can be readily accessed with a wide range of open-source and proprietry softwareFunding provided by: Department of Conservation, New ZealandCrossref Funder Registry ...