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...
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2018
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Online Access: | http://hdl.handle.net/10255/dryad.197516 https://doi.org/10.5061/dryad.5jf6j1r/1 |
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ftdryad:oai:v1.datadryad.org:10255/dryad.197516 |
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ftdryad:oai:v1.datadryad.org:10255/dryad.197516 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 North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene 2018-11-19T14:18:20Z 58446839 http://hdl.handle.net/10255/dryad.197516 https://doi.org/10.5061/dryad.5jf6j1r/1 unknown doi:10.5061/dryad.5jf6j1r doi:10.5061/dryad.5jf6j1r/1 http://hdl.handle.net/10255/dryad.197516 http://creativecommons.org/publicdomain/zero/1.0/ CC0 PDM soil carbon random forest temperate rainforest pedology machine learning Dataset none 2018 ftdryad https://doi.org/10.5061/dryad.5jf6j1r/1 https://doi.org/10.5061/dryad.5jf6j1r 2020-01-01T16:18:37Z 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 Dryad Digital Repository (Duke University) Canada Pacific British Columbia ENVELOPE(-125.003,-125.003,54.000,54.000) |
institution |
Open Polar |
collection |
Dryad Digital Repository (Duke University) |
op_collection_id |
ftdryad |
language |
unknown |
topic |
soil carbon random forest temperate rainforest pedology machine learning |
spellingShingle |
soil carbon random forest temperate rainforest pedology machine learning 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 |
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 |
publishDate |
2018 |
url |
http://hdl.handle.net/10255/dryad.197516 https://doi.org/10.5061/dryad.5jf6j1r/1 |
op_coverage |
North Pacific coastal temperate rainforest British Columbia Southeast Alaska Alaska Holocene Anthropocene |
long_lat |
ENVELOPE(-125.003,-125.003,54.000,54.000) |
geographic |
Canada Pacific British Columbia |
geographic_facet |
Canada Pacific British Columbia |
genre |
glaciers Alaska |
genre_facet |
glaciers Alaska |
op_relation |
doi:10.5061/dryad.5jf6j1r doi:10.5061/dryad.5jf6j1r/1 http://hdl.handle.net/10255/dryad.197516 |
op_rights |
http://creativecommons.org/publicdomain/zero/1.0/ |
op_rightsnorm |
CC0 PDM |
op_doi |
https://doi.org/10.5061/dryad.5jf6j1r/1 https://doi.org/10.5061/dryad.5jf6j1r |
_version_ |
1766010571912642560 |