A primer on understanding Google Earth Engine APIs

Detalhes bibliográficos
Autor(a) principal: Reis, Rui
Data de Publicação: 2020
Outros Autores: Datia, Nuno, Pato, Matilde
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.34629/ipl.isel.i-ETC.81
Resumo: This article is build on the experience of using Google Earth Engine as a development framework for a previous work by the same authors.Being primarily a distributed parallel computing platform, it is designed around a functional language pattern, even though supported on an object model, and a map / reduce distributed workload paradigm.Leveraging the sheer computing power delivered by the Google infrastructure and a multi petabyte remote sensing data repository, GoogleEarth Engine is an efficient development framework that presents itself in two basic flavors: one online integrated development environment which uses the browser Javascript engine; two APIs that can be deployed to a Python or a NodeJS environment.This work emphasizes the comparison between the Javascript browserbased implementation and the Python environment packages.
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spelling A primer on understanding Google Earth Engine APIsInformatics;Google Earth Engine; Javascript; PythonThis article is build on the experience of using Google Earth Engine as a development framework for a previous work by the same authors.Being primarily a distributed parallel computing platform, it is designed around a functional language pattern, even though supported on an object model, and a map / reduce distributed workload paradigm.Leveraging the sheer computing power delivered by the Google infrastructure and a multi petabyte remote sensing data repository, GoogleEarth Engine is an efficient development framework that presents itself in two basic flavors: one online integrated development environment which uses the browser Javascript engine; two APIs that can be deployed to a Python or a NodeJS environment.This work emphasizes the comparison between the Javascript browserbased implementation and the Python environment packages.ISEL - High Institute of Engineering of Lisbon2020-10-19T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.34629/ipl.isel.i-ETC.81oai:i-ETC.journals.isel.pt:article/81i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-4i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-42182-4010reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttp://journals.isel.pt/index.php/i-ETC/article/view/81https://doi.org/10.34629/ipl.isel.i-ETC.81http://journals.isel.pt/index.php/i-ETC/article/view/81/68Copyright (c) 2020 Rui Reis, Nuno Datia, Matilde Patohttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessReis, RuiDatia, NunoPato, Matilde2022-09-20T15:26:04Zoai:i-ETC.journals.isel.pt:article/81Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:51:10.328061Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv A primer on understanding Google Earth Engine APIs
title A primer on understanding Google Earth Engine APIs
spellingShingle A primer on understanding Google Earth Engine APIs
Reis, Rui
Informatics;
Google Earth Engine; Javascript; Python
title_short A primer on understanding Google Earth Engine APIs
title_full A primer on understanding Google Earth Engine APIs
title_fullStr A primer on understanding Google Earth Engine APIs
title_full_unstemmed A primer on understanding Google Earth Engine APIs
title_sort A primer on understanding Google Earth Engine APIs
author Reis, Rui
author_facet Reis, Rui
Datia, Nuno
Pato, Matilde
author_role author
author2 Datia, Nuno
Pato, Matilde
author2_role author
author
dc.contributor.author.fl_str_mv Reis, Rui
Datia, Nuno
Pato, Matilde
dc.subject.por.fl_str_mv Informatics;
Google Earth Engine; Javascript; Python
topic Informatics;
Google Earth Engine; Javascript; Python
description This article is build on the experience of using Google Earth Engine as a development framework for a previous work by the same authors.Being primarily a distributed parallel computing platform, it is designed around a functional language pattern, even though supported on an object model, and a map / reduce distributed workload paradigm.Leveraging the sheer computing power delivered by the Google infrastructure and a multi petabyte remote sensing data repository, GoogleEarth Engine is an efficient development framework that presents itself in two basic flavors: one online integrated development environment which uses the browser Javascript engine; two APIs that can be deployed to a Python or a NodeJS environment.This work emphasizes the comparison between the Javascript browserbased implementation and the Python environment packages.
publishDate 2020
dc.date.none.fl_str_mv 2020-10-19T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://doi.org/10.34629/ipl.isel.i-ETC.81
oai:i-ETC.journals.isel.pt:article/81
url https://doi.org/10.34629/ipl.isel.i-ETC.81
identifier_str_mv oai:i-ETC.journals.isel.pt:article/81
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://journals.isel.pt/index.php/i-ETC/article/view/81
https://doi.org/10.34629/ipl.isel.i-ETC.81
http://journals.isel.pt/index.php/i-ETC/article/view/81/68
dc.rights.driver.fl_str_mv Copyright (c) 2020 Rui Reis, Nuno Datia, Matilde Pato
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Rui Reis, Nuno Datia, Matilde Pato
http://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ISEL - High Institute of Engineering of Lisbon
publisher.none.fl_str_mv ISEL - High Institute of Engineering of Lisbon
dc.source.none.fl_str_mv i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-4
i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-4
2182-4010
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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