db3de2d7-b094-4d15-a40b-edb618ede889 English ISO/IEC 8859-1 (also known as Latin 1) dataset dataset NERC EDS Environmental Information Data Centre Lancaster Environment Centre, Library Avenue, Bailrigg Lancaster LA1 4AP UK info@eidc.ac.uk https://eidc.ac.uk/ EIDC website The Environmental Information Data Centre (EIDC) is the UK's national data centre for terrestrial and freshwater sciences. information pointOfContact 2025-11-13T16:20:31 UK GEMINI 2.3 WGS 84 Peatland distribution maps for lowland Peruvian Amazonia, 2022 2024-01-11 publication https://catalogue.ceh.ac.uk/id/db3de2d7-b094-4d15-a40b-edb618ede889 10.5285/db3de2d7-b094-4d15-a40b-edb618ede889 doi: Hastie, A., Honorio Coronado, E.H., Reyna Huaymacari, J., Mitchard, E.T., Åkesson, C., Baker, T.R., Cole, L.E.S., Cordova Oroche, C.J., Dargie, G.C., Dávila, N., De Grandi, E.C., del Aguila-Pasquel, J., Del Castillo Torres, D., De la Cruz Paiva, R., Draper, F.C., Flores, G., Grandez Ríos, J., Hergoualc’h, K., Householder, J.E., Janovec, J.P., Lähteenoja, O., Reyna, D., Rodríguez-Veiga, P., Roucoux, K.H., Tobler, M., Wheeler, C.E., Williams, M., Lawson, I.T. (2024). Peatland distribution maps for lowland Peruvian Amazonia, 2022. NERC EDS Environmental Information Data Centre 10.5285/db3de2d7-b094-4d15-a40b-edb618ede889 Spatial datasets of predicted land cover, peatland extent, peat thickness and peatland carbon storage for the Lowland Peruvian Amazon. Full details about this dataset can be found at https://doi.org/10.5285/db3de2d7-b094-4d15-a40b-edb618ede889 Hastie, A. Charles University hastiea@natur.cuni.cz https://orcid.org/0000-0003-2098-3510 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Honorio Coronado, E.H. University of St Andrews enhc1@st-andrews.ac.uk author Reyna Huaymacari, J. Instituto de Investigaciones de la Amazonía Peruana jmreynah@gmail.com author Mitchard, E.T. University of Edinburgh edward.mitchard@ed.ac.uk author Åkesson, C. University of St Andrews cma20@st-andrews.ac.uk author Baker, T.R. University of Leeds t.r.baker@leeds.ac.uk https://orcid.org/0000-0002-3251-1679 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Cole, L.E.S. University of St Andrews lesc1@st-andrews.ac.uk author Cordova Oroche, C.J. Instituto de Investigaciones de la Amazonía Peruana cesjimcoro@gmail.com https://orcid.org/0000-0002-0692-3186 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Dargie, G.C. University of Leeds g.c.dargie@leeds.ac.uk author Dávila, N. Instituto de Investigaciones de la Amazonía Peruana enquiries@ceh.ac.uk author De Grandi, E.C. University of Edinburgh degrandielsacarla@gmail.com author del Aguila-Pasquel, J. Instituto de Investigaciones de la Amazonía Peruana jdelaguilap@iiap.gob.pe author Del Castillo Torres, D. Instituto de Investigaciones de la Amazonía Peruana ddelcastillo@iiap.gob.pe author De la Cruz Paiva, R. Servicio Nacional Forestal y de Fauna Silvestre rdelacruz@serfor.gob.pe author Draper, F.C. University of Liverpool f.draper@liverpool.ac.uk author Flores, G. Instituto de Investigaciones de la Amazonía Peruana gerardo.rfll@gmail.com author Grandez Ríos, J. Instituto de Investigaciones de la Amazonía Peruana jmgr_19@hotmail.com author Hergoualc’h, K. Center for International Forestry Research (CIFOR) k.hergoualch@cgiar.org author Householder, J.E. Karlsruhe Institute for Technology john.householder@kit.edu author Janovec, J.P. Sam Houston State University Natural History Museum john.janovec@gmail.com author Lähteenoja, O. Unaffiliated outi.lahteenoja@gmail.com author Reyna, D. Instituto de Investigaciones de la Amazonía Peruana davidreynah@gmail.com author Rodríguez-Veiga, P. University of Leicester prv4@leicester.ac.uk author Roucoux, K.H. University of St Andrews khr@st-andrews.ac.uk author Tobler, M. San Diego Zoo MTobler@sandiegozoo.org author Wheeler, C.E. University of Edinburgh cew88@cam.ac.uk author Williams, M. University of Edinburgh mat.williams@ed.ac.uk author Lawson, I.T. University of St Andrews itl2@st-andrews.ac.uk https://orcid.org/0000-0002-3547-2425 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Hastie, A. Charles University hastiea@natur.cuni.cz https://orcid.org/0000-0003-2098-3510 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information pointOfContact NERC EDS Environmental Information Data Centre info@eidc.ac.uk custodian NERC EDS Environmental Information Data Centre info@eidc.ac.uk publisher University of St Andrews itl2@st-andrews.ac.uk owner University of Edinburgh edward.mitchard@ed.ac.uk owner peat mapping remote sensing GEMET - Concepts, version 4.1.3 2019-01-28 creation carbon Peru Random Forest Regression otherRestrictions no limitations otherRestrictions This resource is available under the terms of the Open Government Licence otherRestrictions If you reuse this data, you should cite: Hastie, A., Honorio Coronado, E.H., Reyna Huaymacari, J., Mitchard, E.T., Åkesson, C., Baker, T.R., Cole, L.E.S., Cordova Oroche, C.J., Dargie, G.C., Dávila, N., De Grandi, E.C., del Aguila-Pasquel, J., Del Castillo Torres, D., De la Cruz Paiva, R., Draper, F.C., Flores, G., Grandez Ríos, J., Hergoualc’h, K., Householder, J.E., Janovec, J.P., Lähteenoja, O., Reyna, D., Rodríguez-Veiga, P., Roucoux, K.H., Tobler, M., Wheeler, C.E., Williams, M., Lawson, I.T. (2024). Peatland distribution maps for lowland Peruvian Amazonia, 2022. NERC EDS Environmental Information Data Centre https://doi.org/10.5285/db3de2d7-b094-4d15-a40b-edb618ede889 grid 100 50 English utf8 environment 2022-01-01 2022-12-31 -77.78 -68.65 -13.65 -0.04 TIFF NERC EDS Environmental Information Data Centre info@eidc.ac.uk distributor https://data-package.ceh.ac.uk/data/db3de2d7-b094-4d15-a40b-edb618ede889 Download the data Download a copy of this data download https://data-package.ceh.ac.uk/sd/db3de2d7-b094-4d15-a40b-edb618ede889.zip Supporting information Supporting information available to assist in re-use of this dataset information dataset dataset Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 A total of 1,128 ground reference points of vegetation type, peat presence/absence and (where applicable) peat thickness from the lowland Peruvian Amazon (LPA) were used to train (50% of the data) and validate (the remaining 50% of the data) predictive models of land cover, peatland extent, peat thickness and (in conjunction with laboratory measurements on peat samples) peat carbon storage. Input data to the model included a stack of seven remote-sensing layers, including two Sentinel-2 indices, three ALOS PALSAR-2 bands, SRTM digital elevation data, and a previous land-cover map.