Greenland ice sheet subsurface temperature compilation scripts

These scripts process the 10 m subsurface temperature from various sources and compile them into a single dataset. It builds an Artificial Neural Network on that dataset using temperature and snowfall data from the ERA5 reanalysis dataset. The output of the ANN is monthly grids of 10 m subsurface te...

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Bibliographic Details
Main Author: Baptiste Vandecrux
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2023
Subjects:
Greenland
Ice Sheet
Online Access:https://doi.org/10.5281/zenodo.8027443
id ftzenodo:oai:zenodo.org:8027443
record_format openpolar
spelling ftzenodo:oai:zenodo.org:8027443 2024-09-15T18:09:15+00:00 Greenland ice sheet subsurface temperature compilation scripts Baptiste Vandecrux 2023-06-12 https://doi.org/10.5281/zenodo.8027443 unknown Zenodo https://github.com/BaptisteVandecrux/greenland-ice-sheet-subsurface-temperature/tree/v1.0 https://doi.org/10.5281/zenodo.8027442 https://doi.org/10.5281/zenodo.8027443 oai:zenodo.org:8027443 info:eu-repo/semantics/openAccess Other (Open) info:eu-repo/semantics/other 2023 ftzenodo https://doi.org/10.5281/zenodo.802744310.5281/zenodo.8027442 2024-07-26T20:24:41Z These scripts process the 10 m subsurface temperature from various sources and compile them into a single dataset. It builds an Artificial Neural Network on that dataset using temperature and snowfall data from the ERA5 reanalysis dataset. The output of the ANN is monthly grids of 10 m subsurface temperature. This output is then compared to three regional climate model output RACMO, HIRHAM and MAR. Other/Unknown Material Greenland Ice Sheet Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
description These scripts process the 10 m subsurface temperature from various sources and compile them into a single dataset. It builds an Artificial Neural Network on that dataset using temperature and snowfall data from the ERA5 reanalysis dataset. The output of the ANN is monthly grids of 10 m subsurface temperature. This output is then compared to three regional climate model output RACMO, HIRHAM and MAR.
format Other/Unknown Material
author Baptiste Vandecrux
spellingShingle Baptiste Vandecrux
Greenland ice sheet subsurface temperature compilation scripts
author_facet Baptiste Vandecrux
author_sort Baptiste Vandecrux
title Greenland ice sheet subsurface temperature compilation scripts
title_short Greenland ice sheet subsurface temperature compilation scripts
title_full Greenland ice sheet subsurface temperature compilation scripts
title_fullStr Greenland ice sheet subsurface temperature compilation scripts
title_full_unstemmed Greenland ice sheet subsurface temperature compilation scripts
title_sort greenland ice sheet subsurface temperature compilation scripts
publisher Zenodo
publishDate 2023
url https://doi.org/10.5281/zenodo.8027443
genre Greenland
Ice Sheet
genre_facet Greenland
Ice Sheet
op_relation https://github.com/BaptisteVandecrux/greenland-ice-sheet-subsurface-temperature/tree/v1.0
https://doi.org/10.5281/zenodo.8027442
https://doi.org/10.5281/zenodo.8027443
oai:zenodo.org:8027443
op_rights info:eu-repo/semantics/openAccess
Other (Open)
op_doi https://doi.org/10.5281/zenodo.802744310.5281/zenodo.8027442
_version_ 1810446704536715264

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