NERC Data Catalogue Service
Model code of peatland distribution and predicted peat thickness in lowland Amazonian Peru
Two scripts for classifying remotely sensed data used to produce maps of peatland distribution and predicted peat thickness, using random forest classification and regression. Written in JavaScript for use with Google Earth Engine. These are versions of the scripts used in Hastie et al. (2022),
https://doi.org/10.1038/s41561-022-00923-4.
Users should also cite Rodríguez-Veiga et al. (2020),
https://doi.org/10.3390/rs12152380
. Full details about this application can be found at
https://doi.org/10.5285/e337de58-df5e-4412-8aef-28875870f965
Simple
- Date (Publication)
- 2024-01-11
- Identifier
- doi: / 10.5285/e337de58-df5e-4412-8aef-28875870f965
- Other citation details
- 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). Model code of peatland distribution and predicted peat thickness in lowland Amazonian Peru. NERC EDS Environmental Information Data Centre 10.5285/e337de58-df5e-4412-8aef-28875870f965
Author
Instituto de Investigaciones de la Amazonía Peruana
-
Cordova Oroche, C.J.
https://orcid.org/0000-0002-0692-3186
- Access constraints
- otherRestrictions Other restrictions
- Other constraints
- no limitations
- Use constraints
- otherRestrictions Other restrictions
- Use constraints
- otherRestrictions Other restrictions
- Other constraints
- 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). Model code of peatland distribution and predicted peat thickness in lowland Amazonian Peru. NERC EDS Environmental Information Data Centre https://doi.org/10.5285/e337de58-df5e-4412-8aef-28875870f965
- Spatial representation type
- textTable Text, table
- Metadata language
- EnglishEnglish
- Character set
- utf8 UTF8
- Topic category
-
- Geoscientific information
N
S
E
W
))
- Unique resource identifier
- WGS 84
- Distribution format
-
-
Javascript
()
-
Javascript
()
- OnLine resource
-
Download the data
Download a copy of this data
- OnLine resource
-
Supporting information
Supporting information available to assist in re-use of this dataset
- Hierarchy level
- application application
- Other
- application
Conformance result
- Date (Publication)
- 2010-12-08
- Statement
- The scripts were as part of the NERC-funded project “Carbon Storage in Amazonian Peatlands: Distribution and Dynamics” (grant ref. NE/R000751/1). To run the model code the user needs to first have a Google Earth Engine account. They should also familiarise themselves with the basics of running GEE code editor. GEE uses JavaScript.
- File identifier
- e337de58-df5e-4412-8aef-28875870f965 XML
- Metadata language
- EnglishEnglish
- Character set
- ISO/IEC 8859-1 (also known as Latin 1) 8859 Part 1
- Hierarchy level
- application application
- Hierarchy level name
- application
- Date stamp
- 2025-03-25T13:45:10
- Metadata standard name
- UK GEMINI
- Metadata standard version
- 2.3
Point of contact
NERC EDS Environmental Information Data Centre
Lancaster Environment Centre, Library Avenue, Bailrigg
,
Lancaster
,
LA1 4AP
,
UK
https://eidc.ac.uk/
Overviews
Spatial extent
N
S
E
W
Provided by
Associated resources
Not available