Articles | Volume 10, issue 2
https://doi.org/10.5194/esurf-10-261-2022
https://doi.org/10.5194/esurf-10-261-2022
Research article
 | 
24 Mar 2022
Research article |  | 24 Mar 2022

Identification of typical ecohydrological behaviours using InSAR allows landscape-scale mapping of peatland condition

Andrew V. Bradley, Roxane Andersen, Chris Marshall, Andrew Sowter, and David J. Large

Data sets

InSAR landscape scale peatland condition A. V. Bradley https://doi.org/10.17639/nott.7123

Hole-filled seamless SRTM data V4 A. Jarvis, H. I. Reuter, A. Nelson, and E. Guevara http://srtm.csi.cgiar.org

National Soil Map of Scotland JHI - The James Hutton Institute https://www.hutton.ac.uk/learning/natural-resource-datasets/soilshutton/soils-maps-scotland

Scotland Land cover and habitat map 2019 SNH https://www.nature.scot/landscapes-and-habitats/habitat-map-scotland

Model code and software

Forecast: Forecasting functions for time series and linear models, R package version 8.5 R. Hyndman, G. Athanasopoulos, C. Bergmeir, G. Caceres, L. Chhay, M. O'Hara-Wild, F. Petropoulos, S. Razbash, E. Wang, and F. Yasmeen http://pkg.robjhyndman.com/forecast

"Stats v3.6.2" R package R Core Team https://www.rdocumentation.org/packages/stats

SSA-MTM Toolkit for Spectral Analysis SPECTRA http://research.atmos.ucla.edu/tcd/ssa/guide/guide4.html

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Short summary
The condition of peatland largely determines its capacity to store carbon, but peatland condition is not accurately known. Combining the knowledge of management, vegetation, and detecting differences in seasonal surface movement from satellite radar data, we map peat condition. In a blanket bog landscape we discovered the presence of wetter and dryer conditions, which could help guide restoration decisions, and we conclude that this approach could  be transferred peat management worldwide.