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Dynam."],"abstract":"<jats:p>Abstract. Better tools for rapid and reliable assessment of global peatland extent and condition are urgently needed to support action to prevent further decline of peatlands. Peatland surface motion is a response to changes in the water and gas content of a peat body regulated by the ecology and hydrology of a peatland system. Surface motion is therefore a sensitive measure of ecohydrological condition but has traditionally been impossible to measure at the landscape scale. Here we examine the potential of surface motion metrics derived from satellite interferometric synthetic aperture radar (InSAR) to map peatland condition in a blanket bog landscape. We show that the timing of maximum seasonal swelling of the peat is characterised by a bimodal distribution. The first maximum, usually in autumn, is typical of \u201cstiffer\u201d peat associated with steeper topographic gradients, peatland margins, and degraded peatland and more often associated with \u201cshrub\u201d-dominated vegetation communities. The second maximum, usually in winter, is typically associated with \u201csofter\u201d peat typically found in low topographic gradients often featuring pool systems and Sphagnum-dominated vegetation communities. Specific conditions of \u201csoft\u201d and \u201cstiff\u201d peats are also determined by the amplitude of swelling and multi-annual average motion. Peatland restoration currently follows a re-wetting strategy; however, our approach highlights that landscape setting appears to determine the optimal endpoint for restoration. Aligning the expectation for restoration outcomes with landscape setting might optimise peatland stability and carbon storage. Importantly, deployment of this approach, based on surface motion dynamics, could support peatland mapping and management on a global scale.<\/jats:p>","DOI":"10.5194\/esurf-10-261-2022","type":"journal-article","created":{"date-parts":[[2022,3,24]],"date-time":"2022-03-24T17:24:43Z","timestamp":1648142683000},"page":"261-277","source":"Crossref","is-referenced-by-count":27,"title":["Identification of typical ecohydrological behaviours using InSAR allows landscape-scale  mapping of peatland condition"],"prefix":"10.5194","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6702-9751","authenticated-orcid":false,"given":"Andrew V.","family":"Bradley","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7782-795X","authenticated-orcid":false,"given":"Roxane","family":"Andersen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chris","family":"Marshall","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew","family":"Sowter","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David J.","family":"Large","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"3145","published-online":{"date-parts":[[2022,3,24]]},"reference":[{"key":"ref1","doi-asserted-by":"crossref","unstructured":"Almendinger, J. C., Almendinger, J. E., and Glaser, P. H.: Topographic\nfluctuations in across a spring fen and raised bog in the Lost River Peatland, northern Minnesota, J. Ecol., 74, 393\u2013401, https:\/\/doi.org\/10.2307\/2260263,\n1986.","DOI":"10.2307\/2260263"},{"key":"ref2","doi-asserted-by":"crossref","unstructured":"Alshammari, L., Large D. J., Boyd, D. S., Sowter, A., Anderson, R., Andersen, R., and Marsh, S.: Long-term peatland condition assessment via surface motion monitoring using the ISBAS DInSAR technique over the Flow Country, Scotland, Remote Sens., 10, 1\u201324, https:\/\/doi.org\/10.3390\/rs10071103, 2018.","DOI":"10.3390\/rs10071103"},{"key":"ref3","doi-asserted-by":"crossref","unstructured":"Alshammari, L., Boyd, D. S., Sowter, A., Marshall, C., Andersen, R., Gilbert, P., Marsh, S., and Large, D. J.: Use of surface motion characteristics determined by InSAR to assess peatland condition, J. Geophys. Res.-Biogeo., 125, e2018JG004953, https:\/\/doi.org\/10.1029\/2018JG004953, 2020.","DOI":"10.1029\/2018JG004953"},{"key":"ref4","doi-asserted-by":"crossref","unstructured":"Amelung, W., Bossio, D., de\u00a0Vries, W., K\u00f6gel-Knabner, I., Lehmann, J.,\nAmundson, R., Bol, R., Collins, C., Lal, R., Leifeld, J., and Minasny, B.:\nTowards a global-scale soil climate mitigation strategy, Nat. Commun., 11,\n1\u201310, https:\/\/doi.org\/10.1038\/s41467-020-18887-7, 2020.","DOI":"10.1038\/s41467-020-18887-7"},{"key":"ref5","unstructured":"Andersen, R., Cowie, N., Payne, R. J., and Subke, J. A.: The Flow Country\npeatlands of Scotland, Mires Peat, 23, 1\u20132, https:\/\/doi.org\/10.19189\/MaP.2018.OMB.381, 2018."},{"key":"ref6","doi-asserted-by":"crossref","unstructured":"Artz, R. R. E., Johnson, S., Bruneau, P., Britton, A. J., Mitchell, R. J.,\nRoss, L., Donaldson-Selby, G., Donnelly, D., Aitkenhead, M. J., Gimona, A.,\nand Poggio, L.: The potential for modelling peatland habitat condition in\nScotland using long-term MODIS data, Sci. Total Environ., 660, 429\u2013442, 2019.","DOI":"10.1016\/j.scitotenv.2018.12.327"},{"key":"ref7","unstructured":"Baden, W. and Eggelsmann, R.: Der Wasserkreislauf eines nordwestdeutschen Hochmoores, in: Schriftenreihe des Kuratoriums fiir Kulturbauwesen, 12, Verleg Wasser und Boden, Hamburg, Germany, 156\u2009pp., 1964."},{"key":"ref8","doi-asserted-by":"crossref","unstructured":"Bateson, L., Cigna, F., Boon, D., and Sowter, A.: The application of the\nIntermittent SBAS\u00a0(ISBAS) InSAR method to the South Wales Coalfield,\u00a0UK, Int. J. Appl. Earth Obs. Geoinform., 34, 249\u2013257, https:\/\/doi.org\/10.1016\/j.jag.2014.08.018, 2015.","DOI":"10.1016\/j.jag.2014.08.018"},{"key":"ref9","unstructured":"Becker, R. A., Chambers, J. M., and Wilks, A. R.: The New S\u00a0Language,\nWadsworth\u00a0&amp;amp;\u00a0Brooks\/Cole, ISBN\u00a010\u00a00412741504 and updated ISBN\u00a013\u00a09780412741500, 1988."},{"key":"ref10","doi-asserted-by":"crossref","unstructured":"Bellamy, P. E., Stephen, L., Maclean, I. S., and Grant, M. C.: Response of\nblanket bog vegetation to drain-blocking, Appl. Veg. Sci., 15, 129\u2013135,\nhttps:\/\/doi.org\/10.1111\/j.1654-109X.2011.01151.x, 2012.","DOI":"10.1111\/j.1654-109X.2011.01151.x"},{"key":"ref11","doi-asserted-by":"crossref","unstructured":"Box, G. E. P. and Cox, D. R.: An Analysis of Transformations, J. R. Stat.\nSoc.\u00a0B., 26, 211\u2013252, 1964.","DOI":"10.1111\/j.2517-6161.1964.tb00553.x"},{"key":"ref12","unstructured":"Bradley, A. V.: InSAR landscape scale peatland condition, Nottingham Research Data Management Repository, University of Nottingham, UK [data set], https:\/\/doi.org\/10.17639\/nott.7123, 2021."},{"key":"ref13","doi-asserted-by":"crossref","unstructured":"Buras, A., Rammig, A., and Zang, C. S.: Quantifying impacts of the 2018\u00a0drought on European ecosystems in comparison to\u00a02003, Biogeosciences, 17, 1655\u20131672, https:\/\/doi.org\/10.5194\/bg-17-1655-2020, 2020.","DOI":"10.5194\/bg-17-1655-2020"},{"key":"ref14","unstructured":"Caporn, S. J. M., Rosenburgh, A. E., Keightley, A. T., Hinde, S. L., Riggs,\nJ. L., Buckler, M., and Wright, N. A.: Sphagnum restoration on degraded\nblanket and raised bogs in the UK using micropropagated source material: a\nreview of progress, Mires Peat, 20, 1\u201317, https:\/\/doi.org\/10.19189\/MaP.2017.OMB.306,\n2018."},{"key":"ref15","doi-asserted-by":"crossref","unstructured":"Chen, C. W. and Zebker, H. A.: Two-dimensional phase unwrapping with use of\nstatistical models for cost functions in nonlinear optimization, J. Opt. Soc. Am.\u00a0A, 18, 338\u2013351, https:\/\/doi.org\/10.1364\/JOSAA.18.000338, 2001.","DOI":"10.1364\/JOSAA.18.000338"},{"key":"ref16","doi-asserted-by":"crossref","unstructured":"Cigna, F. and Sowter, A.: The relationship between intermittent coherence and precision of ISBAS InSAR ground motion velocities: ERS-1\/2 case studies in the\u00a0UK, Remote Sens. Environ., 202, 177\u2013198, https:\/\/doi.org\/10.1016\/j.rse.2017.05.016, 2017.","DOI":"10.1016\/j.rse.2017.05.016"},{"key":"ref17","doi-asserted-by":"crossref","unstructured":"Couwenberg, J., Thiele, A., Tanneberger, F., Augustin, J., B\u00e4risch, S.,\nDubovik, D., Liashchynskaya, N., Michaelis, D., Minke, M., Skuratovich, A.,\nand Joosten, H.: Assessing greenhouse gas emissions from peatlands using\nvegetation as a proxy, Hydrobiologia, 674, 67\u201389, https:\/\/doi.org\/10.1007\/s10750-011-0729-x, 2011.","DOI":"10.1007\/s10750-011-0729-x"},{"key":"ref18","unstructured":"Crump, J.\u00a0(Ed.): Smoke on water: Countering global threats from peatland loss\nand degradation, UNEP, GRIDA, GPI, ISBN\u00a09788277011684, https:\/\/wedocs.unep.org\/bitstream\/handle\/20.500.11822\/22919\/Smoke_water_peatland.pdf?sequence=1&amp;amp;isAllowed=y (last access: 18\u00a0March\u00a02022), 2017."},{"key":"ref19","doi-asserted-by":"crossref","unstructured":"Fiaschi, E. P., Holohan, M., Sheehy, M., and Floris, P. S.: InSAR Analysis of Sentinel-1 Data for Detecting Ground Motion in Temperate Oceanic Climate\nZones: A Case Study in the Republic of Ireland, Remote Sens., 11, 348, https:\/\/doi.org\/10.3390\/rs11030348, 2019.","DOI":"10.3390\/rs11030348"},{"key":"ref20","doi-asserted-by":"crossref","unstructured":"Fritz, C., Campbell, D. I., and Schipper, L. A.: Oscillating peat surface\nlevels in a restiad peatland, New Zealand \u2013 magnitude and spatiotemporal\nvariability, Hydrol. Process., 22, 3264\u20133274, https:\/\/doi.org\/10.1002\/hyp.6912, 2008.","DOI":"10.1002\/hyp.6912"},{"key":"ref21","doi-asserted-by":"crossref","unstructured":"Gallego-Sala, A. V. and Prentice, I. C.: Blanket peat biome endangered by\nclimate change, Nat. Clim. Change, 3, 152\u2013155, https:\/\/doi.org\/10.1038\/nclimate1672, 2013.","DOI":"10.1038\/nclimate1672"},{"key":"ref22","doi-asserted-by":"crossref","unstructured":"Ghil, M., Allen, M. R., Dettinger, M. D., Ide, K., Kondrashov, D., Mann, M. E., Robertson, A. W., Saunders, A., Tian, Y., Varadi, F., and Yiou, P.: Advanced spectral methods for climatic time series, Rev. Geophys., 40, 1\u201340,\nhttps:\/\/doi.org\/10.1029\/2000RG000092, 2002.","DOI":"10.1029\/2000RG000092"},{"key":"ref23","doi-asserted-by":"crossref","unstructured":"Glaser, P. H., Chanton, J. P., Morin, P., Rosenberry, D. O., Siegel, D. I., Ruud, O., Chasar, L. I., and Reeve, A. S.: Surface deformations as indicators of deep ebullition fluxes in a large northern peatland, Global Biogeochem. Cy., 18, GB1003, https:\/\/doi.org\/10.1029\/2003GB002069, 2004.","DOI":"10.1029\/2003GB002069"},{"key":"ref24","doi-asserted-by":"crossref","unstructured":"Gong, W., Thiele, A., Hinz, S., Meyer, F. J., Hooper, A., and Agram, P. S.:\nComparison of small baseline interferometric SAR processors for estimating\nground deformation, Remote Sens., 8, 330, https:\/\/doi.org\/10.3390\/rs8040330, 2016.","DOI":"10.3390\/rs8040330"},{"key":"ref25","unstructured":"Gonz\u00e1lez, E. and Rochefort, L.: Declaring success in Sphagnum peatland\nrestoration: Identifying outcomes from readily measurable vegetation\ndescriptors, Mires Peat, 24, 1\u201316, https:\/\/doi.org\/10.19189\/MaP.2017.OMB.305, 2019."},{"key":"ref26","unstructured":"Goode, D. A.: The significance of physical hydrology in the morphological\nclassification of mires. Classification of Peat and Peatlands, in: Proc Int.\nPeat Soc. Symp., International Peat Society, Glasgow, 10\u201320, 1973."},{"key":"ref27","doi-asserted-by":"crossref","unstructured":"G\u00fcnther, A., Barthelmes, A., Huth, V., Joosten, H., Jurasinski, G., Koebsch, F., and Couwenberg, J.: Prompt rewetting of drained peatlands reduces climate warming despite methane emissions, Nat. Commun., 11, 1\u20135,\nhttps:\/\/doi.org\/10.1038\/s41467-020-15499-z, 2020.","DOI":"10.1038\/s41467-020-15499-z"},{"key":"ref28","unstructured":"Hancock, M. H., England, B., and Cowie, N. R.: Knockfin Heights: a high-altitude Flow Country peatland showing extensive erosion of uncertain\norigin, Mires Peat, 23, 1\u201320, https:\/\/doi.org\/10.19189\/MaP.2018.OMB.334, 2018."},{"key":"ref29","doi-asserted-by":"crossref","unstructured":"Harris, L. I., Roulet, N. T., and Moore, T. R.: Drainage reduces the resilience of a boreal peatland, Environ. Res. Commun., 2, 065001,\nhttps:\/\/doi.org\/10.1088\/2515-7620\/ab9895, 2020.","DOI":"10.1088\/2515-7620\/ab9895"},{"key":"ref30","doi-asserted-by":"crossref","unstructured":"Holden, J., Chapman, P. J., and Labadz, J. C., Artificial drainage of peatlands: hydrological and hydrochemical process and wetland restoration,\nProg. Phys. Geogr., 28, 95\u2013123, https:\/\/doi.org\/10.1191\/0309133304pp403ra, 2004.","DOI":"10.1191\/0309133304pp403ra"},{"key":"ref31","doi-asserted-by":"crossref","unstructured":"Howie, S. A. and Hebda, R. J.: Bog surface oscillation (mire breathing) a\nuseful measure in raised bog restoration, Hydrol. Process., 32, 1518\u20131530, https:\/\/doi.org\/10.1002\/hyp.11622, 2018.","DOI":"10.1002\/hyp.11622"},{"key":"ref32","doi-asserted-by":"crossref","unstructured":"Hutchinson, J. N.: The record of peat wasteage in the East Anglian fenlands\nat Holme Post, 1848\u20131978\u2009A.D., J. Ecol., 68, 229\u2013249, 1980.","DOI":"10.2307\/2259253"},{"key":"ref33","unstructured":"Hyndman, R., Athanasopoulos, G., Bergmeir, C., Caceres, G., Chhay, L., O'Hara-Wild, M., Petropoulos, F., Razbash, S., Wang, E., and Yasmeen, F.:\nForecast: Forecasting functions for time series and linear models, R\u00a0package\nversion\u00a08.5 [code], http:\/\/pkg.robjhyndman.com\/forecast (last access: 18\u00a0March\u00a02022), 2019."},{"key":"ref34","unstructured":"Jarvis, A., Reuter, H. I., Nelson, A., and Guevara, E.: Hole-filled seamless\nSRTM data\u00a0V4, CIAT \u2013 International Centre for Tropical Agriculture [data set], http:\/\/srtm.csi.cgiar.org (last access: 19\u00a0July\u00a02019), 2008."},{"key":"ref35","unstructured":"JHI \u2013 The James Hutton Institute: National Soil Map of Scotland, JHI [data set],\nhttps:\/\/www.hutton.ac.uk\/learning\/natural-resource-datasets\/soilshutton\/soils-maps-scotland,\nlast access: 22\u00a0November\u00a02021."},{"key":"ref36","doi-asserted-by":"crossref","unstructured":"Kellner, E. and Halldin, S.: Water budget and surface-layer water storage in a Sphagnum bog in central Sweden, Hydrol. Process., 16, 87\u2013103,\nhttps:\/\/doi.org\/10.1002\/hyp.286, 2002.","DOI":"10.1002\/hyp.286"},{"key":"ref37","doi-asserted-by":"crossref","unstructured":"Kennedy, G. W. and Price, J. S.: A conceptual model of volume-change controls in the hydrology of cutover peats, J. Hydrol., 302, 13\u201325,\nhttps:\/\/doi.org\/10.1016\/j.jhydrol.2004.06.024, 2005.","DOI":"10.1016\/j.jhydrol.2004.06.024"},{"key":"ref38","unstructured":"Kulczynski, S.: Peat bogs of Polsie. Memoires de l'Academie Polenaise des\nSciences et des Lettres, Class de Sciences Mathematiques et Naturelles\nSerie B: Sciences Naturelles, 15, 1949."},{"key":"ref39","doi-asserted-by":"crossref","unstructured":"Kurimo, H.: Surface fluctuation in three virgin pine mires in eastern Finland, Silva Fennica, 17, 45\u201364, 1983.","DOI":"10.14214\/sf.a15088"},{"key":"ref40","doi-asserted-by":"crossref","unstructured":"Large, D. J., Marshall, C., Jochmann, M., Jensen, M., Spiro, B. F., and Olaussen, S.: Time, Hydrologic Landscape, and the Long-Term Storage of Peatland Carbon in Sedimentary Basins, J. Geophys. Res.-Earth, 126, e2020JF005762, https:\/\/doi.org\/10.1029\/2020JF005762, 2021.","DOI":"10.1029\/2020JF005762"},{"key":"ref41","doi-asserted-by":"crossref","unstructured":"Lees, K. J., Quaife, T., Artz, R. E. E., Khomik, M., and Clark, J. M.:\nPotential for using remote sensing to estimate carbon fluxes across Northern\npeatlands: a review, Sci. Total Environ., 615, 857874,\nhttps:\/\/doi.org\/10.1016\/j.scitotenv.2017.09.103, 2018.","DOI":"10.1016\/j.scitotenv.2017.09.103"},{"key":"ref42","doi-asserted-by":"crossref","unstructured":"Lees, K. J., Artz, R. R. E., Khomik, M., Clark, J., Ritson, J., Hancock, M.,\nCowei, N., and Quaife, T.: Using spectral indices to estimate water content and GPP in sphagnum moss and other peatland vegetation, IEEE T. Geosci. Remote, 58, 4547\u20134557, 2020.","DOI":"10.1109\/TGRS.2019.2961479"},{"key":"ref43","doi-asserted-by":"crossref","unstructured":"Leifeld, J. and Menichetti, L.: The underappreciated potential of peatlands in global climate change mitigation strategies, Nat. Commun., 9, 1\u20137,\nhttps:\/\/doi.org\/10.1038\/s41467-018-03406-6, 2018.","DOI":"10.1038\/s41467-018-03406-6"},{"key":"ref44","doi-asserted-by":"crossref","unstructured":"Leifeld, J., W\u00fcst-Galley, C., and Page, S.: Intact and managed peatland\nsoils as a source and sink of GHGs from\u00a01850 to\u00a02100, Nat. Clim. Change, 9, 945\u2013947, https:\/\/doi.org\/10.1038\/s41558-019-0615-5, 2019.","DOI":"10.1038\/s41558-019-0615-5"},{"key":"ref45","doi-asserted-by":"crossref","unstructured":"Lindsay, R.: Peatland Classification, in: The Wetland Book\u00a0I: Structure and function, management and methods, edited by: Finlayson, C., Everard, M., Irvine, K., McInnes, R. J., Middleton, B. A., Dam, A. V., and Davidson, N., Springer, 1515\u20131528, https:\/\/doi.org\/10.1007\/978-90-481-9659-3, 2018.","DOI":"10.1007\/978-90-481-9659-3"},{"key":"ref46","unstructured":"Lindsay, R., Charman, D. J., Everingham, F., O'reilly, R. M., Palmer, M. A.,\nRowell, T. A., and Stroud, D. A.: The flow country: the peatlands of Caithness and Sutherland, in: Nature Conservancy Council, Peterborough\u00a01988, edited by: Ratcliffe, D. A. and Oswald, P. H., JNCC \u2013 Joint Nature Conservation Committee, 174\u2009pp., https:\/\/repository.uel.ac.uk\/item\/86qqv (last access: 18\u00a0March\u00a02022), 1988."},{"key":"ref47","doi-asserted-by":"crossref","unstructured":"Liu, H. and Lennartz, B.: Hydraulic properties of peat soils along a bulk\ndensity gradient \u2013 A meta study, Hydrol. Process., 33, 101\u2013114,\nhttps:\/\/doi.org\/10.1002\/hyp.13314, 2019.","DOI":"10.1002\/hyp.13314"},{"key":"ref48","doi-asserted-by":"crossref","unstructured":"Mahdiyasa, A. W., Large, D. J., Muljadi, B. P., Icardi, M., and Triantafyllou, S.: MPeat-A fully coupled mechanical-ecohydrological model of\npeatland development, Ecohydrology, 15, e2361, https:\/\/doi.org\/10.1002\/eco.2361, 2022.","DOI":"10.1002\/eco.2361"},{"key":"ref49","unstructured":"Marshall, C., Bradley, A. V., Andersen, R., and Large, D. J.: Using peatland\nsurface motion (bog breathing) to monitor Peatland Action sites, NatureScot\nResearch Report\u00a01269,\nhttps:\/\/www.nature.scot\/doc\/naturescot-research-report-1269-using-peatland-surface-motion\n(last access: 18\u00a0March\u00a02022), 2021."},{"key":"ref50","doi-asserted-by":"crossref","unstructured":"Minasny, B., Berglund, \u00d6., Connolly, J., Hedley, C., Vries, F. D., Gimona, A., Kempen, B., Kidd, D., Lilja, H., Malone, B., McBratney, A., Roudier, P., O'Rourke, S., Rudiyanto, Padarian, J., Poggio, L., Caten, A.\nT., Thompson, D., Tuve, C., and Widyatmanti, W.: Digital mapping of\npeatlands \u2013 A critical review, Earth Sci. Rev., 196, 102870,\nhttps:\/\/doi.org\/10.1016\/j.earscirev.2019.05.014, 2019.","DOI":"10.1016\/j.earscirev.2019.05.014"},{"key":"ref51","doi-asserted-by":"crossref","unstructured":"Money, R. P. and Wheeler, B. D.: Some critical questions concerning the\nrestorability of damaged raised bogs, Appl. Veg. Sci., 2, 107\u2013116,\nhttps:\/\/doi.org\/10.2307\/1478887, 1999.","DOI":"10.2307\/1478887"},{"key":"ref52","doi-asserted-by":"crossref","unstructured":"Morton, P. A. and Heinemeyer, A.: Bog breathing: the extent of peat shrinkage and expansion on blanket bogs in relation to water table, heather management and dominant vegetation and its implications for carbon stock assessments, Wetl. Ecol. Manage., 27, 467\u2013482, https:\/\/doi.org\/10.1007\/s11273-019-09672-5, 2019.","DOI":"10.1007\/s11273-019-09672-5"},{"key":"ref53","unstructured":"Mustonen, S. E. and Seuna, P.: Metsaojitusksen vaikutuksesta suon hydrologiaan, Publication\u00a02, National Board of Waters,Water Research Institute, Finland, 1\u201363, http:\/\/hdl.handle.net\/10138\/26033 (last access: 18\u00a0March\u00a02022), 1971."},{"key":"ref54","doi-asserted-by":"crossref","unstructured":"Osmano\u011flu, B., Sunar, F., Wdowinski, S., and Cabral-Cano, E.: Time series analysis of InSAR data: methods and trends, ISPRS J. Photogram. Remote Sens., 115, 90\u2013102, https:\/\/doi.org\/10.1016\/j.isprsjprs.2015.10.003, 2016.","DOI":"10.1016\/j.isprsjprs.2015.10.003"},{"key":"ref55","doi-asserted-by":"crossref","unstructured":"Poggio, L. and Gimona, A.: National scale 3D modelling of soil organic carbon stocks with uncertainty propagation\u2014an example from Scotland, Geoderma, 232, 284\u2013299, https:\/\/doi.org\/10.1016\/j.geoderma.2014.05.004, 2014.","DOI":"10.1016\/j.geoderma.2014.05.004"},{"key":"ref56","doi-asserted-by":"crossref","unstructured":"Price, J. S.: Role and character of seasonal peat soil deformation on the hydrology of undisturbed cutover peatlands. Water Resour. Res., 39, 1214,\nhttps:\/\/doi.org\/10.1029\/2002WR001302, 2003.","DOI":"10.1029\/2002WR001302"},{"key":"ref57","doi-asserted-by":"crossref","unstructured":"Price, J. S. and Schlotzhauer, S. M.: Importance of shrinkage and compression\nin determining water storage changes in peat: the case of a mined peatland,\nHydrol. Process., 13 2591\u20132601,\nhttps:\/\/doi.org\/10.1002\/(SICI)1099-1085(199911)13:16&amp;lt;2591::AID-HYP933&amp;gt;3.0.CO;2-E, 1999.","DOI":"10.1002\/(SICI)1099-1085(199911)13:16<2591::AID-HYP933>3.0.CO;2-E"},{"key":"ref58","unstructured":"R\u00a0Core Team: R:\u00a0A language and environment for statistical computing, R\u00a0Foundation for Statistical Computing, Vienna, Austria, http:\/\/www.R-project.org\/ (last access: 18\u00a0March\u00a02022), 2013."},{"key":"ref59","unstructured":"R\u00a0Core Team: \u201cStats\u00a0v3.6.2\u201d R\u00a0package, R\u00a0Foundation for Statistical Computing, Vienna, Austria [code], https:\/\/www.rdocumentation.org\/packages\/stats (last access: 18\u00a0March\u00a02022), 2020."},{"key":"ref60","doi-asserted-by":"crossref","unstructured":"Reeve, A. S., Glaser, P. H., and Rosenberry, D. O.: Seasonal changes in\npeatland surface elevation recorded at GPS stations in the Red Lake Peatlands, northern Minnesota, USA, J. Geophys. Res.-Biogeo., 118, 1616\u20131626, https:\/\/doi.org\/10.1002\/2013JG002404, 2013.","DOI":"10.1002\/2013JG002404"},{"key":"ref61","doi-asserted-by":"crossref","unstructured":"Rochefort, L. and Andersen, R.: Global Peatland Restoration after 30\u00a0years:\nwhere are we in this mossy world?, Rest. Ecol., 25, 269\u2013270,\nhttps:\/\/doi.org\/10.1111\/rec.12417, 2017.","DOI":"10.1111\/rec.12417"},{"key":"ref62","doi-asserted-by":"crossref","unstructured":"Roulet, N. T.: Surface level and water table fluctuations in a subarctic fen, Arct. Alp. Res., 23, 303\u2013310, 1991.","DOI":"10.1080\/00040851.1991.12002849"},{"key":"ref63","unstructured":"SNH: Scotland Land cover and habitat map\u00a02019, NatureScot [data set], https:\/\/www.nature.scot\/landscapes-and-habitats\/habitat-map-scotland\n(last access: 18\u00a0March\u00a02022), 2019."},{"key":"ref64","unstructured":"Sloan, T. J., Payne, R. J., Anderson, A. R., Bain, C., Chapman, S., Cowie,\nN., Gilbert, P., Lindsay, R., Mauquoy, D., Newton, A. J., and Andersen, R.:\nPeatland afforestation in the\u00a0UK and consequences for carbon storage, Mires\nPeat, 23, 01, https:\/\/doi.org\/10.19189\/MaP.2017.OMB.315, 2018."},{"key":"ref65","doi-asserted-by":"crossref","unstructured":"Sowter, A., Bateson, L., Strange, P., Ambrose, K., and Syafiudin, M. F.:\nDInSAR estimation of land motion using intermittent coherence with application to the South Derbyshire and Leicestershire coalfields, Remote\nSens. Lett., 4, 979\u2013987, https:\/\/doi.org\/10.1080\/2150704X.2013.823673, 2013.","DOI":"10.1080\/2150704X.2013.823673"},{"key":"ref66","doi-asserted-by":"crossref","unstructured":"Sowter, A., Che Amat, M., Cigna, F., Marsh, S., Athab, A., and Alshammari, L.: Mexico City land subsidence in 2014-2015 with Sentinel-1 IW TOPS: Results using the Intermittent SBAS\u00a0(ISBAS) technique, Int. J. App. Earth Obs. Geoinf., 52, 230\u2013242, https:\/\/doi.org\/10.1016\/j.jag.2016.06.015, 2016.","DOI":"10.1016\/j.jag.2016.06.015"},{"key":"ref67","unstructured":"SPECTRA: SSA-MTM Toolkit for Spectral Analysis, SSA-MTM Group, Department of Atmospheric Sciences, University of California, Los Angeles [code], http:\/\/research.atmos.ucla.edu\/tcd\/ssa\/guide\/guide4.html, last access: 2\u00a0May\u00a02021."},{"key":"ref68","doi-asserted-by":"crossref","unstructured":"Tampuu, T., Praks, J., Uiboupin, R., and Kull, A.: Long Term Interferometric\nTemporal Coherence and DInSAR Phase in Northern Peatlands, Remote Sens., 12, 1566, https:\/\/doi.org\/10.3390\/rs12101566, 2020.","DOI":"10.3390\/rs12101566"},{"key":"ref69","doi-asserted-by":"crossref","unstructured":"Waddington, J. M., Kellner, E., Strack, M., and Price, J. S.: Differential\npeat formation, compressibility, and water storage between peatland microforms: Implications for ecosystem function and development, Water Resour. Res., 46, W07538, https:\/\/doi.org\/10.1029\/2009WR008802, 2010.","DOI":"10.1029\/2009WR008802"},{"key":"ref70","doi-asserted-by":"crossref","unstructured":"Waddington, J. M., Morris, P. J., Kettridge, N., Granath, G., Thompson, D.\nK., and Moore, P. A.: Hydrological feedbacks in northern peatlands,\nEcohydrology, 8, 113\u2013127, https:\/\/doi.org\/10.1002\/eco.149, 2015.","DOI":"10.1002\/eco.1493"},{"key":"ref71","doi-asserted-by":"crossref","unstructured":"Winter, T. C.: A conceptual framework for assessing cumulative impacts on the hydrology of nontidal wetlands, Environ. 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