Data Stewardship Practices for Earth Observation Transient and Optimized Analysis Platforms Article Swipe

View

Kaylin Bugbee , Rahul Ramachandran , Ge Peng , Aaron Kaulfus ·

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.5194/egusphere-egu21-13177

Access to valuable scientific research data is becoming increasingly more open, attracting a growing user community of scientists, decision makers and innovators. While these data are more openly available, accessibility continues to remain an issue due to the large volumes of complex, heterogeneous data that are available for analysis. This emerging accessibility issue is driving the development of specialized software stacks to instantiate new analysis platforms that enable users to quickly and efficiently work with large volumes of data. These platforms, typically found on the cloud or in a high performance computing environment, are optimized for large-scale data analysis. These platforms can be transient in nature, with a defined life span and a focus on improved capabilities as opposed to serving as an archive of record.  While these transient, optimized platforms are not held to the same stewardship standards as a traditional archive, data must still be managed in a standardized and uniform manner throughout the platform. Valuable scientific research is conducted in these platforms, making these platforms subject to open science principles such as reproducibility and accessibility. In this presentation, we examine the differences between various data stewardship models and describe where transient optimized platforms fit within those models. We then describe in more detail a data and information governance framework for Earth Observation transient optimized analysis platforms. We will end our presentation by sharing our experiences of developing such a framework for the Multi-Mission Algorithm and Analysis Platform (MAAP).

Related Topics

Mechanical Engineering

Politics

Medicine

Law

Concepts

Stewardship (theology) Cloud computing Transient (computer programming) Computer science Open data Data science Big data Best practice Presentation (obstetrics) Work (physics) World Wide Web Engineering Data mining Political science Operating system Radiology Mechanical engineering Politics Medicine Law

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.5194/egusphere-egu21-13177
OA Status: gold
Related Works: 10
OpenAlex ID: https://openalex.org/W3169181483

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W3169181483

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.5194/egusphere-egu21-13177

Digital Object Identifier
Title: Data Stewardship Practices for Earth Observation Transient and Optimized Analysis Platforms

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2021

Year of publication
Publication date: 2021-03-04

Full publication date if available
Authors: Kaylin Bugbee, Rahul Ramachandran, Ge Peng, Aaron Kaulfus

List of authors in order
Landing page: https://doi.org/10.5194/egusphere-egu21-13177

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: gold

Open access status per OpenAlex
OA URL: https://doi.org/10.5194/egusphere-egu21-13177

Direct OA link when available
Concepts: Stewardship (theology), Cloud computing, Transient (computer programming), Computer science, Open data, Data science, Big data, Best practice, Presentation (obstetrics), Work (physics), World Wide Web, Engineering, Data mining, Political science, Operating system, Radiology, Mechanical engineering, Politics, Medicine, Law

Top concepts (fields/topics) attached by OpenAlex
Cited by: 0

Total citation count in OpenAlex
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W3169181483
doi	https://doi.org/10.5194/egusphere-egu21-13177
ids.doi	https://doi.org/10.5194/egusphere-egu21-13177
ids.mag	3169181483
ids.openalex	https://openalex.org/W3169181483
fwci	0.0
type	article
title	Data Stewardship Practices for Earth Observation Transient and Optimized Analysis Platforms
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T11986
topics[0].field.id	https://openalex.org/fields/18
topics[0].field.display_name	Decision Sciences
topics[0].score	0.9948999881744385
topics[0].domain.id	https://openalex.org/domains/2
topics[0].domain.display_name	Social Sciences
topics[0].subfield.id	https://openalex.org/subfields/1802
topics[0].subfield.display_name	Information Systems and Management
topics[0].display_name	Scientific Computing and Data Management
topics[1].id	https://openalex.org/T10715
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.994700014591217
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1705
topics[1].subfield.display_name	Computer Networks and Communications
topics[1].display_name	Distributed and Parallel Computing Systems
topics[2].id	https://openalex.org/T10101
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.9628000259399414
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1710
topics[2].subfield.display_name	Information Systems
topics[2].display_name	Cloud Computing and Resource Management
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C2777950569
concepts[0].level	3
concepts[0].score	0.8219844102859497
concepts[0].wikidata	https://www.wikidata.org/wiki/Q17021836
concepts[0].display_name	Stewardship (theology)
concepts[1].id	https://openalex.org/C79974875
concepts[1].level	2
concepts[1].score	0.5684022307395935
concepts[1].wikidata	https://www.wikidata.org/wiki/Q483639
concepts[1].display_name	Cloud computing
concepts[2].id	https://openalex.org/C2780799671
concepts[2].level	2
concepts[2].score	0.5497664213180542
concepts[2].wikidata	https://www.wikidata.org/wiki/Q17087362
concepts[2].display_name	Transient (computer programming)
concepts[3].id	https://openalex.org/C41008148
concepts[3].level	0
concepts[3].score	0.5372052192687988
concepts[3].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[3].display_name	Computer science
concepts[4].id	https://openalex.org/C2780535194
concepts[4].level	2
concepts[4].score	0.47394588589668274
concepts[4].wikidata	https://www.wikidata.org/wiki/Q309901
concepts[4].display_name	Open data
concepts[5].id	https://openalex.org/C2522767166
concepts[5].level	1
concepts[5].score	0.4605250954627991
concepts[5].wikidata	https://www.wikidata.org/wiki/Q2374463
concepts[5].display_name	Data science
concepts[6].id	https://openalex.org/C75684735
concepts[6].level	2
concepts[6].score	0.44216012954711914
concepts[6].wikidata	https://www.wikidata.org/wiki/Q858810
concepts[6].display_name	Big data
concepts[7].id	https://openalex.org/C184356942
concepts[7].level	2
concepts[7].score	0.429962694644928
concepts[7].wikidata	https://www.wikidata.org/wiki/Q830382
concepts[7].display_name	Best practice
concepts[8].id	https://openalex.org/C2777601897
concepts[8].level	2
concepts[8].score	0.4269353747367859
concepts[8].wikidata	https://www.wikidata.org/wiki/Q3409113
concepts[8].display_name	Presentation (obstetrics)
concepts[9].id	https://openalex.org/C18762648
concepts[9].level	2
concepts[9].score	0.4264095425605774
concepts[9].wikidata	https://www.wikidata.org/wiki/Q42213
concepts[9].display_name	Work (physics)
concepts[10].id	https://openalex.org/C136764020
concepts[10].level	1
concepts[10].score	0.23514080047607422
concepts[10].wikidata	https://www.wikidata.org/wiki/Q466
concepts[10].display_name	World Wide Web
concepts[11].id	https://openalex.org/C127413603
concepts[11].level	0
concepts[11].score	0.2139689028263092
concepts[11].wikidata	https://www.wikidata.org/wiki/Q11023
concepts[11].display_name	Engineering
concepts[12].id	https://openalex.org/C124101348
concepts[12].level	1
concepts[12].score	0.1583731770515442
concepts[12].wikidata	https://www.wikidata.org/wiki/Q172491
concepts[12].display_name	Data mining
concepts[13].id	https://openalex.org/C17744445
concepts[13].level	0
concepts[13].score	0.1191466748714447
concepts[13].wikidata	https://www.wikidata.org/wiki/Q36442
concepts[13].display_name	Political science
concepts[14].id	https://openalex.org/C111919701
concepts[14].level	1
concepts[14].score	0.09560123085975647
concepts[14].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[14].display_name	Operating system
concepts[15].id	https://openalex.org/C126838900
concepts[15].level	1
concepts[15].score	0.0
concepts[15].wikidata	https://www.wikidata.org/wiki/Q77604
concepts[15].display_name	Radiology
concepts[16].id	https://openalex.org/C78519656
concepts[16].level	1
concepts[16].score	0.0
concepts[16].wikidata	https://www.wikidata.org/wiki/Q101333
concepts[16].display_name	Mechanical engineering
concepts[17].id	https://openalex.org/C94625758
concepts[17].level	2
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q7163
concepts[17].display_name	Politics
concepts[18].id	https://openalex.org/C71924100
concepts[18].level	0
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q11190
concepts[18].display_name	Medicine
concepts[19].id	https://openalex.org/C199539241
concepts[19].level	1
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q7748
concepts[19].display_name	Law
keywords[0].id	https://openalex.org/keywords/stewardship
keywords[0].score	0.8219844102859497
keywords[0].display_name	Stewardship (theology)
keywords[1].id	https://openalex.org/keywords/cloud-computing
keywords[1].score	0.5684022307395935
keywords[1].display_name	Cloud computing
keywords[2].id	https://openalex.org/keywords/transient
keywords[2].score	0.5497664213180542
keywords[2].display_name	Transient (computer programming)
keywords[3].id	https://openalex.org/keywords/computer-science
keywords[3].score	0.5372052192687988
keywords[3].display_name	Computer science
keywords[4].id	https://openalex.org/keywords/open-data
keywords[4].score	0.47394588589668274
keywords[4].display_name	Open data
keywords[5].id	https://openalex.org/keywords/data-science
keywords[5].score	0.4605250954627991
keywords[5].display_name	Data science
keywords[6].id	https://openalex.org/keywords/big-data
keywords[6].score	0.44216012954711914
keywords[6].display_name	Big data
keywords[7].id	https://openalex.org/keywords/best-practice
keywords[7].score	0.429962694644928
keywords[7].display_name	Best practice
keywords[8].id	https://openalex.org/keywords/presentation
keywords[8].score	0.4269353747367859
keywords[8].display_name	Presentation (obstetrics)
keywords[9].id	https://openalex.org/keywords/work
keywords[9].score	0.4264095425605774
keywords[9].display_name	Work (physics)
keywords[10].id	https://openalex.org/keywords/world-wide-web
keywords[10].score	0.23514080047607422
keywords[10].display_name	World Wide Web
keywords[11].id	https://openalex.org/keywords/engineering
keywords[11].score	0.2139689028263092
keywords[11].display_name	Engineering
keywords[12].id	https://openalex.org/keywords/data-mining
keywords[12].score	0.1583731770515442
keywords[12].display_name	Data mining
keywords[13].id	https://openalex.org/keywords/political-science
keywords[13].score	0.1191466748714447
keywords[13].display_name	Political science
keywords[14].id	https://openalex.org/keywords/operating-system
keywords[14].score	0.09560123085975647
keywords[14].display_name	Operating system
language	en
locations[0].id	doi:10.5194/egusphere-egu21-13177
locations[0].is_oa	True
locations[0].source
locations[0].license	cc-by
locations[0].pdf_url
locations[0].version	acceptedVersion
locations[0].raw_type	posted-content
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	False
locations[0].raw_source_name
locations[0].landing_page_url	https://doi.org/10.5194/egusphere-egu21-13177
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5030059866
authorships[0].author.orcid	https://orcid.org/0000-0001-6733-5698
authorships[0].author.display_name	Kaylin Bugbee
authorships[0].author_position	first
authorships[0].raw_author_name	Kaylin Bugbee
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5010966122
authorships[1].author.orcid	https://orcid.org/0000-0002-0647-1941
authorships[1].author.display_name	Rahul Ramachandran
authorships[1].author_position	middle
authorships[1].raw_author_name	Rahul Ramachandran
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5037859623
authorships[2].author.orcid	https://orcid.org/0000-0002-1986-9115
authorships[2].author.display_name	Ge Peng
authorships[2].countries	US
authorships[2].affiliations[0].institution_ids	https://openalex.org/I82495205
authorships[2].affiliations[0].raw_affiliation_string	University of Alabama in Huntsville, Huntsville, United States of America
authorships[2].institutions[0].id	https://openalex.org/I82495205
authorships[2].institutions[0].ror	https://ror.org/02zsxwr40
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I82495205
authorships[2].institutions[0].country_code	US
authorships[2].institutions[0].display_name	University of Alabama in Huntsville
authorships[2].author_position	middle
authorships[2].raw_author_name	Ge Peng
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	University of Alabama in Huntsville, Huntsville, United States of America
authorships[3].author.id	https://openalex.org/A5062656814
authorships[3].author.orcid	https://orcid.org/0000-0002-8319-1126
authorships[3].author.display_name	Aaron Kaulfus
authorships[3].author_position	last
authorships[3].raw_author_name	Aaron Kaulfus
authorships[3].is_corresponding	False
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.5194/egusphere-egu21-13177
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Data Stewardship Practices for Earth Observation Transient and Optimized Analysis Platforms
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T11986
primary_topic.field.id	https://openalex.org/fields/18
primary_topic.field.display_name	Decision Sciences
primary_topic.score	0.9948999881744385
primary_topic.domain.id	https://openalex.org/domains/2
primary_topic.domain.display_name	Social Sciences
primary_topic.subfield.id	https://openalex.org/subfields/1802
primary_topic.subfield.display_name	Information Systems and Management
primary_topic.display_name	Scientific Computing and Data Management
related_works	https://openalex.org/W2002383399, https://openalex.org/W4390608645, https://openalex.org/W644644594, https://openalex.org/W4247566972, https://openalex.org/W3031495245, https://openalex.org/W2960264696, https://openalex.org/W2490373182, https://openalex.org/W2506073049, https://openalex.org/W3090563135, https://openalex.org/W642180557
cited_by_count	0
locations_count	1
best_oa_location.id	doi:10.5194/egusphere-egu21-13177
best_oa_location.is_oa	True
best_oa_location.source
best_oa_location.license	cc-by
best_oa_location.pdf_url
best_oa_location.version	acceptedVersion
best_oa_location.raw_type	posted-content
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	False
best_oa_location.raw_source_name
best_oa_location.landing_page_url	https://doi.org/10.5194/egusphere-egu21-13177
primary_location.id	doi:10.5194/egusphere-egu21-13177
primary_location.is_oa	True
primary_location.source
primary_location.license	cc-by
primary_location.pdf_url
primary_location.version	acceptedVersion
primary_location.raw_type	posted-content
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	False
primary_location.raw_source_name
primary_location.landing_page_url	https://doi.org/10.5194/egusphere-egu21-13177
publication_date	2021-03-04
publication_year	2021
referenced_works_count	0
abstract_inverted_index.a	12, 88, 107, 112, 139, 148, 205, 230
abstract_inverted_index.In	177
abstract_inverted_index.We	199, 218
abstract_inverted_index.an	33, 122
abstract_inverted_index.as	117, 121, 138, 173
abstract_inverted_index.be	102, 145
abstract_inverted_index.by	223
abstract_inverted_index.in	87, 104, 147, 161, 202
abstract_inverted_index.is	6, 53, 159
abstract_inverted_index.of	16, 40, 57, 77, 124, 227
abstract_inverted_index.on	83, 114
abstract_inverted_index.or	86
abstract_inverted_index.to	1, 31, 36, 61, 69, 119, 133, 168
abstract_inverted_index.we	180
abstract_inverted_index.and	20, 71, 111, 150, 175, 189, 207, 236
abstract_inverted_index.are	25, 45, 93, 130
abstract_inverted_index.can	101
abstract_inverted_index.due	35
abstract_inverted_index.end	220
abstract_inverted_index.fit	195
abstract_inverted_index.for	47, 95, 211, 232
abstract_inverted_index.new	63
abstract_inverted_index.not	131
abstract_inverted_index.our	221, 225
abstract_inverted_index.the	37, 55, 84, 134, 154, 182, 233
abstract_inverted_index.This	49
abstract_inverted_index.data	5, 24, 43, 97, 142, 186, 206
abstract_inverted_index.held	132
abstract_inverted_index.high	89
abstract_inverted_index.life	109
abstract_inverted_index.more	9, 26, 203
abstract_inverted_index.must	143
abstract_inverted_index.open	169
abstract_inverted_index.same	135
abstract_inverted_index.span	110
abstract_inverted_index.such	172, 229
abstract_inverted_index.that	44, 66
abstract_inverted_index.then	200
abstract_inverted_index.this	178
abstract_inverted_index.user	14
abstract_inverted_index.will	219
abstract_inverted_index.with	74, 106
abstract_inverted_index.work	73
abstract_inverted_index.Earth	212
abstract_inverted_index.These	79, 99
abstract_inverted_index.While	22
abstract_inverted_index.cloud	85
abstract_inverted_index.data.	78
abstract_inverted_index.focus	113
abstract_inverted_index.found	82
abstract_inverted_index.issue	34, 52
abstract_inverted_index.large	38, 75
abstract_inverted_index.open,	10
abstract_inverted_index.still	144
abstract_inverted_index.these	23, 126, 162, 165
abstract_inverted_index.those	197
abstract_inverted_index.users	68
abstract_inverted_index.where	191
abstract_inverted_index.detail	204
abstract_inverted_index.enable	67
abstract_inverted_index.makers	19
abstract_inverted_index.making	164
abstract_inverted_index.manner	152
abstract_inverted_index.models	188
abstract_inverted_index.openly	27
abstract_inverted_index.remain	32
abstract_inverted_index.stacks	60
abstract_inverted_index.within	196
abstract_inverted_index.archive	123
abstract_inverted_index.between	184
abstract_inverted_index.defined	108
abstract_inverted_index.driving	54
abstract_inverted_index.examine	181
abstract_inverted_index.growing	13
abstract_inverted_index.managed	146
abstract_inverted_index.models.	198
abstract_inverted_index.nature,	105
abstract_inverted_index.opposed	118
abstract_inverted_index.quickly	70
abstract_inverted_index.science	170
abstract_inverted_index.serving	120
abstract_inverted_index.sharing	224
abstract_inverted_index.subject	167
abstract_inverted_index.uniform	151
abstract_inverted_index.various	185
abstract_inverted_index.volumes	39, 76
abstract_inverted_index.Analysis	237
abstract_inverted_index.Platform	238
abstract_inverted_index.Valuable	156
abstract_inverted_index.analysis	64, 216
abstract_inverted_index.archive,	141
abstract_inverted_index.becoming	7
abstract_inverted_index.complex,	41
abstract_inverted_index.decision	18
abstract_inverted_index.describe	190, 201
abstract_inverted_index.emerging	50
abstract_inverted_index.improved	115
abstract_inverted_index.research	4, 158
abstract_inverted_index.software	59
abstract_inverted_index.valuable	2
abstract_inverted_index.Algorithm	235
abstract_inverted_index.analysis.	48, 98
abstract_inverted_index.available	46
abstract_inverted_index.community	15
abstract_inverted_index.computing	91
abstract_inverted_index.conducted	160
abstract_inverted_index.continues	30
abstract_inverted_index.framework	210, 231
abstract_inverted_index.optimized	94, 128, 193, 215
abstract_inverted_index.platform.	155
abstract_inverted_index.platforms	65, 100, 129, 166, 194
abstract_inverted_index.standards	137
abstract_inverted_index.transient	103, 192, 214
abstract_inverted_index.typically	81
abstract_inverted_index.attracting	11
abstract_inverted_index.available,	28
abstract_inverted_index.developing	228
abstract_inverted_index.governance	209
abstract_inverted_index.platforms,	80, 163
abstract_inverted_index.platforms.	217
abstract_inverted_index.principles	171
abstract_inverted_index.scientific	3, 157
abstract_inverted_index.throughout	153
abstract_inverted_index.transient,	127
abstract_inverted_index.Observation	213
abstract_inverted_index.development	56
abstract_inverted_index.differences	183
abstract_inverted_index.efficiently	72
abstract_inverted_index.experiences	226
abstract_inverted_index.information	208
abstract_inverted_index.innovators.	21
abstract_inverted_index.instantiate	62
abstract_inverted_index.large-scale	96
abstract_inverted_index.performance	90
abstract_inverted_index.scientists,	17
abstract_inverted_index.specialized	58
abstract_inverted_index.stewardship	136, 187
abstract_inverted_index.traditional	140
abstract_inverted_index.capabilities	116
abstract_inverted_index.environment,	92
abstract_inverted_index.increasingly	8
abstract_inverted_index.presentation	222
abstract_inverted_index.standardized	149
abstract_inverted_index.Multi-Mission	234
abstract_inverted_index.accessibility	29, 51
abstract_inverted_index.heterogeneous	42
abstract_inverted_index.presentation,	179
abstract_inverted_index.accessibility.	176
abstract_inverted_index.reproducibility	174
abstract_inverted_index.&lt;p&gt;Access	0
abstract_inverted_index.(MAAP).&lt;/p&gt;	239
abstract_inverted_index.record.&amp;#160;&lt;/p&gt;&lt;p&gt;&amp;#160;&lt;/p&gt;&lt;p&gt;While	125
cited_by_percentile_year
countries_distinct_count	1
institutions_distinct_count	4
citation_normalized_percentile.value	0.0593943
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False