The University of Auckland
Browse

Sediment heterogeneity shapes spatial variability of resuspension-induced CO<sub>2</sub> production - Boosted Regression Tree Model

software
posted on 2025-11-19, 02:10 authored by Ines BartlInes Bartl, Simon ThrushSimon Thrush
<p dir="ltr">This code is for boosted regression tree analysis of sediment data from the Hauraki Gulf including sediment characteristics and water depth as features and resuspension-induced CO<sub>2</sub> production as response variable. The focus of this code is data exploration and model interpretation, not prediction. Data and code provided are for comprehension and reproduction of the results presented in: Bartl and Thrush, Sediment heterogeneity shapes spatial variability of resuspension-induced CO<sub>2</sub> production, egusphere-2025-3045.</p>

Funding

Carbon Footprints Underwater

Ministry of Business, Innovation and Employment

Find out more...

Estimating CO2 release associated with sediment resuspension – effects of bottom fishing on the seafloor carbon sink, George Mason Centre for the Natural Environment (GMCNE)

History

Publisher

University of Auckland

Spatial coverage

Hauraki Gulf, 174.5E to 176.2E, -35.6S to -37.2S