McNicol-2019-NPCTR-SOC-map
This raster [.tif] is the predicted soil organic carbon for the North Pacific coastal temperate rainforest. Content is displayed in megagrams of carbon per hectare (Mg ha-1) to 1 m in mineral soil, plus overlying organic horizons. Map values are the output of a random forest machine learning algorit...
Main Authors: | , , , , , , , , , |
---|---|
Format: | Dataset |
Language: | unknown |
Published: |
Dryad Digital Repository
2018
|
Subjects: | |
Online Access: | https://dx.doi.org/10.5061/dryad.5jf6j1r/1 https://datadryad.org/resource/doi:10.5061/dryad.5jf6j1r/1 |
id |
ftdatacite:10.5061/dryad.5jf6j1r/1 |
---|---|
record_format |
openpolar |
spelling |
ftdatacite:10.5061/dryad.5jf6j1r/1 2023-05-15T16:22:34+02:00 McNicol-2019-NPCTR-SOC-map McNicol, Gavin Bulmer, Chuck D'Amore, David D. Sanborn, Paul Saunders, Sari Giesbrecht, Ian Gonzalez Arriola, Santiago Bidlack, Allison Butman, David Buma, Brian 2018 https://dx.doi.org/10.5061/dryad.5jf6j1r/1 https://datadryad.org/resource/doi:10.5061/dryad.5jf6j1r/1 unknown Dryad Digital Repository https://dx.doi.org/10.5061/dryad.5jf6j1r http://creativecommons.org/publicdomain/zero/1.0 CC0 soil carbon random forest temperate rainforest pedology machine learning North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene dataset Dataset DataFile 2018 ftdatacite https://doi.org/10.5061/dryad.5jf6j1r/1 https://doi.org/10.5061/dryad.5jf6j1r 2021-11-05T12:55:41Z This raster [.tif] is the predicted soil organic carbon for the North Pacific coastal temperate rainforest. Content is displayed in megagrams of carbon per hectare (Mg ha-1) to 1 m in mineral soil, plus overlying organic horizons. Map values are the output of a random forest machine learning algorithm trained on pedon data from within British Columbia and southeast Alaska only, therefore confidence is low for predictions south of the US-Canada border and predictions in that region have not been validated. Lakes, glaciers and ice-fields have also not been masked from the map. More information on the map can be found in the associated manuscript. Dataset glaciers Alaska DataCite Metadata Store (German National Library of Science and Technology) British Columbia ENVELOPE(-125.003,-125.003,54.000,54.000) Canada Pacific |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
topic |
soil carbon random forest temperate rainforest pedology machine learning North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene |
spellingShingle |
soil carbon random forest temperate rainforest pedology machine learning North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene McNicol, Gavin Bulmer, Chuck D'Amore, David D. Sanborn, Paul Saunders, Sari Giesbrecht, Ian Gonzalez Arriola, Santiago Bidlack, Allison Butman, David Buma, Brian McNicol-2019-NPCTR-SOC-map |
topic_facet |
soil carbon random forest temperate rainforest pedology machine learning North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene |
description |
This raster [.tif] is the predicted soil organic carbon for the North Pacific coastal temperate rainforest. Content is displayed in megagrams of carbon per hectare (Mg ha-1) to 1 m in mineral soil, plus overlying organic horizons. Map values are the output of a random forest machine learning algorithm trained on pedon data from within British Columbia and southeast Alaska only, therefore confidence is low for predictions south of the US-Canada border and predictions in that region have not been validated. Lakes, glaciers and ice-fields have also not been masked from the map. More information on the map can be found in the associated manuscript. |
format |
Dataset |
author |
McNicol, Gavin Bulmer, Chuck D'Amore, David D. Sanborn, Paul Saunders, Sari Giesbrecht, Ian Gonzalez Arriola, Santiago Bidlack, Allison Butman, David Buma, Brian |
author_facet |
McNicol, Gavin Bulmer, Chuck D'Amore, David D. Sanborn, Paul Saunders, Sari Giesbrecht, Ian Gonzalez Arriola, Santiago Bidlack, Allison Butman, David Buma, Brian |
author_sort |
McNicol, Gavin |
title |
McNicol-2019-NPCTR-SOC-map |
title_short |
McNicol-2019-NPCTR-SOC-map |
title_full |
McNicol-2019-NPCTR-SOC-map |
title_fullStr |
McNicol-2019-NPCTR-SOC-map |
title_full_unstemmed |
McNicol-2019-NPCTR-SOC-map |
title_sort |
mcnicol-2019-npctr-soc-map |
publisher |
Dryad Digital Repository |
publishDate |
2018 |
url |
https://dx.doi.org/10.5061/dryad.5jf6j1r/1 https://datadryad.org/resource/doi:10.5061/dryad.5jf6j1r/1 |
long_lat |
ENVELOPE(-125.003,-125.003,54.000,54.000) |
geographic |
British Columbia Canada Pacific |
geographic_facet |
British Columbia Canada Pacific |
genre |
glaciers Alaska |
genre_facet |
glaciers Alaska |
op_relation |
https://dx.doi.org/10.5061/dryad.5jf6j1r |
op_rights |
http://creativecommons.org/publicdomain/zero/1.0 |
op_rightsnorm |
CC0 |
op_doi |
https://doi.org/10.5061/dryad.5jf6j1r/1 https://doi.org/10.5061/dryad.5jf6j1r |
_version_ |
1766010571350605824 |