Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ...
This dataset contains monthly grids of 10 m subsurface temperatures (T10m) for the Greenland ice sheet between 1954 and 2022. These grids have been produced by an Artificial Neural Network (ANN) which take as input ERA5 snowfall and air temperatures and is trained on more than 4500 observations of T...
Main Author: | |
---|---|
Format: | Dataset |
Language: | unknown |
Published: |
GEUS Dataverse
2023
|
Subjects: | |
Online Access: | https://dx.doi.org/10.22008/fk2/c24wvn https://dataverse.geus.dk/citation?persistentId=doi:10.22008/FK2/C24WVN |
id |
ftdatacite:10.22008/fk2/c24wvn |
---|---|
record_format |
openpolar |
spelling |
ftdatacite:10.22008/fk2/c24wvn 2023-12-03T10:23:21+01:00 Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... Vandecrux, B. 2023 https://dx.doi.org/10.22008/fk2/c24wvn https://dataverse.geus.dk/citation?persistentId=doi:10.22008/FK2/C24WVN unknown GEUS Dataverse https://dx.doi.org/10.22008/fk2/c24wvn/u39xij https://dx.doi.org/10.22008/fk2/c24wvn/whnq4r https://dx.doi.org/10.22008/fk2/c24wvn/swkpjk https://dx.doi.org/10.22008/fk2/c24wvn/smn9hv https://dx.doi.org/10.22008/fk2/c24wvn/azg97h https://dx.doi.org/10.22008/fk2/c24wvn/s0elxx dataset Dataset 2023 ftdatacite https://doi.org/10.22008/fk2/c24wvn10.22008/fk2/c24wvn/u39xij10.22008/fk2/c24wvn/whnq4r10.22008/fk2/c24wvn/swkpjk10.22008/fk2/c24wvn/smn9hv10.22008/fk2/c24wvn/azg97h10.22008/fk2/c24wvn/s0elxx 2023-11-03T10:53:30Z This dataset contains monthly grids of 10 m subsurface temperatures (T10m) for the Greenland ice sheet between 1954 and 2022. These grids have been produced by an Artificial Neural Network (ANN) which take as input ERA5 snowfall and air temperatures and is trained on more than 4500 observations of T10m from multiple sources. For a full description of the observation dataset, ANN training and performance, please see: Vandecrux, B., Fausto, R. S., Box, J., Covi, F., Hock, R., Rennermalm, A., Heilig, A., Abermann, J., van As, D., Bjerre, E., Fettweis, X., Smeets, P.C.J.P., Kuipers Munneke, P., van den Broeke, M., Brils, M., Langen, P.L., Mottram, R., Ahlstrøm, A.: Historical snow and ice temperature compilation documents the recent warming of the Greenland ice sheet, manuscript in development, 2023 The dataset is composed of two netcdf files: - T10m_prediction.nc which contains the ANN's prediction - T10m_uncertainty.nc which contains the ANN's estimated uncertainty Both files have latitude and longitude ... Dataset Greenland Ice Sheet DataCite Metadata Store (German National Library of Science and Technology) Greenland Kuipers ENVELOPE(161.400,161.400,-77.900,-77.900) Langen ENVELOPE(11.650,11.650,-70.750,-70.750) |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
unknown |
description |
This dataset contains monthly grids of 10 m subsurface temperatures (T10m) for the Greenland ice sheet between 1954 and 2022. These grids have been produced by an Artificial Neural Network (ANN) which take as input ERA5 snowfall and air temperatures and is trained on more than 4500 observations of T10m from multiple sources. For a full description of the observation dataset, ANN training and performance, please see: Vandecrux, B., Fausto, R. S., Box, J., Covi, F., Hock, R., Rennermalm, A., Heilig, A., Abermann, J., van As, D., Bjerre, E., Fettweis, X., Smeets, P.C.J.P., Kuipers Munneke, P., van den Broeke, M., Brils, M., Langen, P.L., Mottram, R., Ahlstrøm, A.: Historical snow and ice temperature compilation documents the recent warming of the Greenland ice sheet, manuscript in development, 2023 The dataset is composed of two netcdf files: - T10m_prediction.nc which contains the ANN's prediction - T10m_uncertainty.nc which contains the ANN's estimated uncertainty Both files have latitude and longitude ... |
format |
Dataset |
author |
Vandecrux, B. |
spellingShingle |
Vandecrux, B. Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
author_facet |
Vandecrux, B. |
author_sort |
Vandecrux, B. |
title |
Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
title_short |
Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
title_full |
Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
title_fullStr |
Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
title_full_unstemmed |
Greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
title_sort |
greenland ice sheet ice and firn temperature reconstruction at 10 m depth, 1950-2022 ... |
publisher |
GEUS Dataverse |
publishDate |
2023 |
url |
https://dx.doi.org/10.22008/fk2/c24wvn https://dataverse.geus.dk/citation?persistentId=doi:10.22008/FK2/C24WVN |
long_lat |
ENVELOPE(161.400,161.400,-77.900,-77.900) ENVELOPE(11.650,11.650,-70.750,-70.750) |
geographic |
Greenland Kuipers Langen |
geographic_facet |
Greenland Kuipers Langen |
genre |
Greenland Ice Sheet |
genre_facet |
Greenland Ice Sheet |
op_relation |
https://dx.doi.org/10.22008/fk2/c24wvn/u39xij https://dx.doi.org/10.22008/fk2/c24wvn/whnq4r https://dx.doi.org/10.22008/fk2/c24wvn/swkpjk https://dx.doi.org/10.22008/fk2/c24wvn/smn9hv https://dx.doi.org/10.22008/fk2/c24wvn/azg97h https://dx.doi.org/10.22008/fk2/c24wvn/s0elxx |
op_doi |
https://doi.org/10.22008/fk2/c24wvn10.22008/fk2/c24wvn/u39xij10.22008/fk2/c24wvn/whnq4r10.22008/fk2/c24wvn/swkpjk10.22008/fk2/c24wvn/smn9hv10.22008/fk2/c24wvn/azg97h10.22008/fk2/c24wvn/s0elxx |
_version_ |
1784271463366262784 |