ModelBiasesANN

Code for exploratory data analysis and ANN architecture for: Labe, Z. M., & Barnes, E. A. (2022). Comparison of climate model large ensembles with observations in the Arctic using simple neural networks. https://doi.org/10.1002/essoar.10510977.1 If you use this software, please cite it as below.

Bibliographic Details
Main Authors: Labe, Zachary, Barnes, Elizabeth
Format: Software
Language:English
Published: 2022
Subjects:
climate change
climate variability
large ensembles
explainable AI
neural networks
Arctic
Climate change
Online Access:https://zenodo.org/record/6564106
https://doi.org/10.5281/zenodo.6564106
id ftzenodo:oai:zenodo.org:6564106
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6564106 2023-05-15T14:53:21+02:00 ModelBiasesANN Labe, Zachary Barnes, Elizabeth 2022-02-07 https://zenodo.org/record/6564106 https://doi.org/10.5281/zenodo.6564106 eng eng https://github.com/zmlabe/ModelBiasesANN/tree/v1.1 doi:10.5281/zenodo.6000390 https://zenodo.org/record/6564106 https://doi.org/10.5281/zenodo.6564106 oai:zenodo.org:6564106 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode Earth and Space Science Open Archive (ESSOAr) Preprint 1-38 climate change climate variability large ensembles explainable AI neural networks info:eu-repo/semantics/other software 2022 ftzenodo https://doi.org/10.5281/zenodo.656410610.5281/zenodo.6000390 2023-03-11T04:30:41Z Code for exploratory data analysis and ANN architecture for: Labe, Z. M., & Barnes, E. A. (2022). Comparison of climate model large ensembles with observations in the Arctic using simple neural networks. https://doi.org/10.1002/essoar.10510977.1 If you use this software, please cite it as below. Software Arctic Climate change Zenodo Arctic
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language English
topic climate change
climate variability
large ensembles
explainable AI
neural networks
spellingShingle climate change
climate variability
large ensembles
explainable AI
neural networks
Labe, Zachary
Barnes, Elizabeth
ModelBiasesANN
topic_facet climate change
climate variability
large ensembles
explainable AI
neural networks
description Code for exploratory data analysis and ANN architecture for: Labe, Z. M., & Barnes, E. A. (2022). Comparison of climate model large ensembles with observations in the Arctic using simple neural networks. https://doi.org/10.1002/essoar.10510977.1 If you use this software, please cite it as below.
format Software
author Labe, Zachary
Barnes, Elizabeth
author_facet Labe, Zachary
Barnes, Elizabeth
author_sort Labe, Zachary
title ModelBiasesANN
title_short ModelBiasesANN
title_full ModelBiasesANN
title_fullStr ModelBiasesANN
title_full_unstemmed ModelBiasesANN
title_sort modelbiasesann
publishDate 2022
url https://zenodo.org/record/6564106
https://doi.org/10.5281/zenodo.6564106
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
genre_facet Arctic
Climate change
op_source Earth and Space Science Open Archive (ESSOAr) Preprint 1-38
op_relation https://github.com/zmlabe/ModelBiasesANN/tree/v1.1
doi:10.5281/zenodo.6000390
https://zenodo.org/record/6564106
https://doi.org/10.5281/zenodo.6564106
oai:zenodo.org:6564106
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.656410610.5281/zenodo.6000390
_version_ 1766324868904648704

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