Space weather impacts on aviation: bridging scientific understanding and operational implications Article Swipe
Yi Wang
,
Ruiping Luo
,
Fangli Wei
,
Xueshang Feng
,
B. Y. Wang
,
Pingbing Zuo
,
Chaowei Jiang
,
Xiaojun Xu
,
Zilu Zhou
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fspas.2025.1553076
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.3389/fspas.2025.1553076
Space weather, long considered a peripheral concern for aviation, is increasingly recognized as a significant systemic factor influencing global flight operations. While its impact on communication, navigation, and power systems is well-documented, the broader contribution of space weather to flight delays and cancellations has been historically underestimated, with attention largely confined to polar route disruptions. This perspective calls for a paradigm shift, highlighting the systemic effects of space weather on flight delays and cancellations worldwide and stressing the urgent need to integrate space weather considerations into aviation research, operational frameworks, and strategic planning. Building on recent analyses of U.S. airline data (2024) and prior investigations of Chinese hub airports (2015–2019), we reveal how understanding these impacts can transform aviation operations, improving efficiency and resilience in an interconnected global network. By moving beyond a traditionally siloed approach, this perspective uncovers a previously underappreciated global challenge with profound implications for the future of air travel. We advocate for interdisciplinary collaboration, advanced real-time monitoring, and predictive analytics to enhance aviation resilience and operational efficiency amidst escalating space weather activity.
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3389/fspas.2025.1553076
- https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdf
- OA Status
- gold
- References
- 34
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4411106658
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4411106658Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3389/fspas.2025.1553076Digital Object Identifier
- Title
-
Space weather impacts on aviation: bridging scientific understanding and operational implicationsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-06-06Full publication date if available
- Authors
-
Yi Wang, Ruiping Luo, Fangli Wei, Xueshang Feng, B. Y. Wang, Pingbing Zuo, Chaowei Jiang, Xiaojun Xu, Zilu ZhouList of authors in order
- Landing page
-
https://doi.org/10.3389/fspas.2025.1553076Publisher landing page
- PDF URL
-
https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdfDirect OA link when available
- Concepts
-
Physics, Bridging (networking), Aviation, Aerospace engineering, Aeronautics, Space weather, Space (punctuation), Meteorology, Computer security, Engineering, Computer science, Operating systemTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
34Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4411106658 |
|---|---|
| doi | https://doi.org/10.3389/fspas.2025.1553076 |
| ids.doi | https://doi.org/10.3389/fspas.2025.1553076 |
| ids.openalex | https://openalex.org/W4411106658 |
| fwci | 0.0 |
| type | article |
| title | Space weather impacts on aviation: bridging scientific understanding and operational implications |
| biblio.issue | |
| biblio.volume | 12 |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T12717 |
| topics[0].field.id | https://openalex.org/fields/31 |
| topics[0].field.display_name | Physics and Astronomy |
| topics[0].score | 0.9948999881744385 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/3103 |
| topics[0].subfield.display_name | Astronomy and Astrophysics |
| topics[0].display_name | Space exploration and regulation |
| topics[1].id | https://openalex.org/T10347 |
| topics[1].field.id | https://openalex.org/fields/23 |
| topics[1].field.display_name | Environmental Science |
| topics[1].score | 0.9868999719619751 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2306 |
| topics[1].subfield.display_name | Global and Planetary Change |
| topics[1].display_name | Atmospheric aerosols and clouds |
| topics[2].id | https://openalex.org/T10159 |
| topics[2].field.id | https://openalex.org/fields/31 |
| topics[2].field.display_name | Physics and Astronomy |
| topics[2].score | 0.9854000210762024 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/3103 |
| topics[2].subfield.display_name | Astronomy and Astrophysics |
| topics[2].display_name | Ionosphere and magnetosphere dynamics |
| is_xpac | False |
| apc_list.value | 1150 |
| apc_list.currency | USD |
| apc_list.value_usd | 1150 |
| apc_paid.value | 1150 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 1150 |
| concepts[0].id | https://openalex.org/C121332964 |
| concepts[0].level | 0 |
| concepts[0].score | 0.8266951441764832 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q413 |
| concepts[0].display_name | Physics |
| concepts[1].id | https://openalex.org/C174348530 |
| concepts[1].level | 2 |
| concepts[1].score | 0.7057262063026428 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q188635 |
| concepts[1].display_name | Bridging (networking) |
| concepts[2].id | https://openalex.org/C74448152 |
| concepts[2].level | 2 |
| concepts[2].score | 0.5460479259490967 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q765633 |
| concepts[2].display_name | Aviation |
| concepts[3].id | https://openalex.org/C146978453 |
| concepts[3].level | 1 |
| concepts[3].score | 0.5385113954544067 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q3798668 |
| concepts[3].display_name | Aerospace engineering |
| concepts[4].id | https://openalex.org/C178802073 |
| concepts[4].level | 1 |
| concepts[4].score | 0.502896249294281 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q8421 |
| concepts[4].display_name | Aeronautics |
| concepts[5].id | https://openalex.org/C151325931 |
| concepts[5].level | 2 |
| concepts[5].score | 0.4975188076496124 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q584093 |
| concepts[5].display_name | Space weather |
| concepts[6].id | https://openalex.org/C2778572836 |
| concepts[6].level | 2 |
| concepts[6].score | 0.45090949535369873 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q380933 |
| concepts[6].display_name | Space (punctuation) |
| concepts[7].id | https://openalex.org/C153294291 |
| concepts[7].level | 1 |
| concepts[7].score | 0.38891851902008057 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q25261 |
| concepts[7].display_name | Meteorology |
| concepts[8].id | https://openalex.org/C38652104 |
| concepts[8].level | 1 |
| concepts[8].score | 0.08773958683013916 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q3510521 |
| concepts[8].display_name | Computer security |
| concepts[9].id | https://openalex.org/C127413603 |
| concepts[9].level | 0 |
| concepts[9].score | 0.08515903353691101 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[9].display_name | Engineering |
| concepts[10].id | https://openalex.org/C41008148 |
| concepts[10].level | 0 |
| concepts[10].score | 0.07648846507072449 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[10].display_name | Computer science |
| concepts[11].id | https://openalex.org/C111919701 |
| concepts[11].level | 1 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[11].display_name | Operating system |
| keywords[0].id | https://openalex.org/keywords/physics |
| keywords[0].score | 0.8266951441764832 |
| keywords[0].display_name | Physics |
| keywords[1].id | https://openalex.org/keywords/bridging |
| keywords[1].score | 0.7057262063026428 |
| keywords[1].display_name | Bridging (networking) |
| keywords[2].id | https://openalex.org/keywords/aviation |
| keywords[2].score | 0.5460479259490967 |
| keywords[2].display_name | Aviation |
| keywords[3].id | https://openalex.org/keywords/aerospace-engineering |
| keywords[3].score | 0.5385113954544067 |
| keywords[3].display_name | Aerospace engineering |
| keywords[4].id | https://openalex.org/keywords/aeronautics |
| keywords[4].score | 0.502896249294281 |
| keywords[4].display_name | Aeronautics |
| keywords[5].id | https://openalex.org/keywords/space-weather |
| keywords[5].score | 0.4975188076496124 |
| keywords[5].display_name | Space weather |
| keywords[6].id | https://openalex.org/keywords/space |
| keywords[6].score | 0.45090949535369873 |
| keywords[6].display_name | Space (punctuation) |
| keywords[7].id | https://openalex.org/keywords/meteorology |
| keywords[7].score | 0.38891851902008057 |
| keywords[7].display_name | Meteorology |
| keywords[8].id | https://openalex.org/keywords/computer-security |
| keywords[8].score | 0.08773958683013916 |
| keywords[8].display_name | Computer security |
| keywords[9].id | https://openalex.org/keywords/engineering |
| keywords[9].score | 0.08515903353691101 |
| keywords[9].display_name | Engineering |
| keywords[10].id | https://openalex.org/keywords/computer-science |
| keywords[10].score | 0.07648846507072449 |
| keywords[10].display_name | Computer science |
| language | en |
| locations[0].id | doi:10.3389/fspas.2025.1553076 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2595849600 |
| locations[0].source.issn | 2296-987X |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2296-987X |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Frontiers in Astronomy and Space Sciences |
| locations[0].source.host_organization | https://openalex.org/P4310320527 |
| locations[0].source.host_organization_name | Frontiers Media |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320527 |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdf |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Frontiers in Astronomy and Space Sciences |
| locations[0].landing_page_url | https://doi.org/10.3389/fspas.2025.1553076 |
| locations[1].id | pmh:oai:doaj.org/article:6a0bd2f830c74f948c38171720ff01f8 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306401280 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[1].source.host_organization | |
| locations[1].source.host_organization_name | |
| locations[1].source.host_organization_lineage | |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | submittedVersion |
| locations[1].raw_type | article |
| locations[1].license_id | |
| locations[1].is_accepted | False |
| locations[1].is_published | False |
| locations[1].raw_source_name | Frontiers in Astronomy and Space Sciences, Vol 12 (2025) |
| locations[1].landing_page_url | https://doaj.org/article/6a0bd2f830c74f948c38171720ff01f8 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5100607919 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-7094-9794 |
| authorships[0].author.display_name | Yi Wang |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Y. Wang |
| authorships[0].is_corresponding | False |
| authorships[1].author.id | https://openalex.org/A5042090576 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-0346-931X |
| authorships[1].author.display_name | Ruiping Luo |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | R. D. Luo |
| authorships[1].is_corresponding | False |
| authorships[2].author.id | https://openalex.org/A5084426314 |
| authorships[2].author.orcid | https://orcid.org/0000-0002-9090-4753 |
| authorships[2].author.display_name | Fangli Wei |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | F. S. Wei |
| authorships[2].is_corresponding | False |
| authorships[3].author.id | https://openalex.org/A5030040472 |
| authorships[3].author.orcid | https://orcid.org/0000-0001-8605-2159 |
| authorships[3].author.display_name | Xueshang Feng |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | X. S. Feng |
| authorships[3].is_corresponding | False |
| authorships[4].author.id | https://openalex.org/A5062520460 |
| authorships[4].author.orcid | |
| authorships[4].author.display_name | B. Y. Wang |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | B. Y. Wang |
| authorships[4].is_corresponding | False |
| authorships[5].author.id | https://openalex.org/A5007805459 |
| authorships[5].author.orcid | https://orcid.org/0000-0003-4711-0306 |
| authorships[5].author.display_name | Pingbing Zuo |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | P. B. Zuo |
| authorships[5].is_corresponding | False |
| authorships[6].author.id | https://openalex.org/A5084663179 |
| authorships[6].author.orcid | https://orcid.org/0000-0002-7018-6862 |
| authorships[6].author.display_name | Chaowei Jiang |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | C. W. Jiang |
| authorships[6].is_corresponding | False |
| authorships[7].author.id | https://openalex.org/A5004631503 |
| authorships[7].author.orcid | https://orcid.org/0000-0002-2309-0649 |
| authorships[7].author.display_name | Xiaojun Xu |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | X. J. Xu |
| authorships[7].is_corresponding | False |
| authorships[8].author.id | https://openalex.org/A5021404025 |
| authorships[8].author.orcid | https://orcid.org/0000-0002-4463-8407 |
| authorships[8].author.display_name | Zilu Zhou |
| authorships[8].author_position | last |
| authorships[8].raw_author_name | Z. L. Zhou |
| authorships[8].is_corresponding | False |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdf |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Space weather impacts on aviation: bridging scientific understanding and operational implications |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12717 |
| primary_topic.field.id | https://openalex.org/fields/31 |
| primary_topic.field.display_name | Physics and Astronomy |
| primary_topic.score | 0.9948999881744385 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/3103 |
| primary_topic.subfield.display_name | Astronomy and Astrophysics |
| primary_topic.display_name | Space exploration and regulation |
| related_works | https://openalex.org/W4408719353, https://openalex.org/W2254414496, https://openalex.org/W2890665354, https://openalex.org/W591202335, https://openalex.org/W319941286, https://openalex.org/W587136344, https://openalex.org/W851444952, https://openalex.org/W3184101823, https://openalex.org/W2228139345, https://openalex.org/W78353031 |
| cited_by_count | 0 |
| locations_count | 2 |
| best_oa_location.id | doi:10.3389/fspas.2025.1553076 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2595849600 |
| best_oa_location.source.issn | 2296-987X |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2296-987X |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Frontiers in Astronomy and Space Sciences |
| best_oa_location.source.host_organization | https://openalex.org/P4310320527 |
| best_oa_location.source.host_organization_name | Frontiers Media |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdf |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Frontiers in Astronomy and Space Sciences |
| best_oa_location.landing_page_url | https://doi.org/10.3389/fspas.2025.1553076 |
| primary_location.id | doi:10.3389/fspas.2025.1553076 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2595849600 |
| primary_location.source.issn | 2296-987X |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2296-987X |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Frontiers in Astronomy and Space Sciences |
| primary_location.source.host_organization | https://openalex.org/P4310320527 |
| primary_location.source.host_organization_name | Frontiers Media |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320527 |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://www.frontiersin.org/journals/astronomy-and-space-sciences/articles/10.3389/fspas.2025.1553076/pdf |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Frontiers in Astronomy and Space Sciences |
| primary_location.landing_page_url | https://doi.org/10.3389/fspas.2025.1553076 |
| publication_date | 2025-06-06 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W2038478460, https://openalex.org/W3159478030, https://openalex.org/W3127599857, https://openalex.org/W1556048677, https://openalex.org/W2507391171, https://openalex.org/W2886522122, https://openalex.org/W4319302570, https://openalex.org/W2905664363, https://openalex.org/W3162503913, https://openalex.org/W2326132194, https://openalex.org/W2889588396, https://openalex.org/W2889320515, https://openalex.org/W2591123938, https://openalex.org/W4280513002, https://openalex.org/W2051949571, https://openalex.org/W2987656958, https://openalex.org/W2942589749, https://openalex.org/W1579490260, https://openalex.org/W1986463499, https://openalex.org/W3126691224, https://openalex.org/W2987643707, https://openalex.org/W1969627326, https://openalex.org/W3138183084, https://openalex.org/W3110793176, https://openalex.org/W2130125677, https://openalex.org/W2548688108, https://openalex.org/W2050032978, https://openalex.org/W2082719813, https://openalex.org/W2325647822, https://openalex.org/W4321783252, https://openalex.org/W4365450167, https://openalex.org/W4324358196, https://openalex.org/W1459854140, https://openalex.org/W2033133698 |
| referenced_works_count | 34 |
| abstract_inverted_index.a | 4, 13, 59, 132, 139 |
| abstract_inverted_index.By | 129 |
| abstract_inverted_index.We | 153 |
| abstract_inverted_index.an | 125 |
| abstract_inverted_index.as | 12 |
| abstract_inverted_index.in | 124 |
| abstract_inverted_index.is | 9, 30 |
| abstract_inverted_index.of | 35, 66, 97, 105, 150 |
| abstract_inverted_index.on | 24, 69, 94 |
| abstract_inverted_index.to | 38, 51, 80, 164 |
| abstract_inverted_index.we | 110 |
| abstract_inverted_index.air | 151 |
| abstract_inverted_index.and | 27, 41, 72, 75, 90, 102, 122, 161, 168 |
| abstract_inverted_index.can | 116 |
| abstract_inverted_index.for | 7, 58, 147, 155 |
| abstract_inverted_index.has | 43 |
| abstract_inverted_index.how | 112 |
| abstract_inverted_index.hub | 107 |
| abstract_inverted_index.its | 22 |
| abstract_inverted_index.the | 32, 63, 77, 148 |
| abstract_inverted_index.This | 55 |
| abstract_inverted_index.U.S. | 98 |
| abstract_inverted_index.been | 44 |
| abstract_inverted_index.data | 100 |
| abstract_inverted_index.into | 85 |
| abstract_inverted_index.long | 2 |
| abstract_inverted_index.need | 79 |
| abstract_inverted_index.this | 136 |
| abstract_inverted_index.with | 47, 144 |
| abstract_inverted_index.Space | 0 |
| abstract_inverted_index.While | 21 |
| abstract_inverted_index.calls | 57 |
| abstract_inverted_index.polar | 52 |
| abstract_inverted_index.power | 28 |
| abstract_inverted_index.prior | 103 |
| abstract_inverted_index.route | 53 |
| abstract_inverted_index.space | 36, 67, 82, 173 |
| abstract_inverted_index.these | 114 |
| abstract_inverted_index.(2024) | 101 |
| abstract_inverted_index.amidst | 171 |
| abstract_inverted_index.beyond | 131 |
| abstract_inverted_index.delays | 40, 71 |
| abstract_inverted_index.factor | 16 |
| abstract_inverted_index.flight | 19, 39, 70 |
| abstract_inverted_index.future | 149 |
| abstract_inverted_index.global | 18, 127, 142 |
| abstract_inverted_index.impact | 23 |
| abstract_inverted_index.moving | 130 |
| abstract_inverted_index.recent | 95 |
| abstract_inverted_index.reveal | 111 |
| abstract_inverted_index.shift, | 61 |
| abstract_inverted_index.siloed | 134 |
| abstract_inverted_index.urgent | 78 |
| abstract_inverted_index.Chinese | 106 |
| abstract_inverted_index.airline | 99 |
| abstract_inverted_index.broader | 33 |
| abstract_inverted_index.concern | 6 |
| abstract_inverted_index.effects | 65 |
| abstract_inverted_index.enhance | 165 |
| abstract_inverted_index.impacts | 115 |
| abstract_inverted_index.largely | 49 |
| abstract_inverted_index.systems | 29 |
| abstract_inverted_index.travel. | 152 |
| abstract_inverted_index.weather | 37, 68, 83, 174 |
| abstract_inverted_index.Building | 93 |
| abstract_inverted_index.advanced | 158 |
| abstract_inverted_index.advocate | 154 |
| abstract_inverted_index.airports | 108 |
| abstract_inverted_index.analyses | 96 |
| abstract_inverted_index.aviation | 86, 118, 166 |
| abstract_inverted_index.confined | 50 |
| abstract_inverted_index.network. | 128 |
| abstract_inverted_index.paradigm | 60 |
| abstract_inverted_index.profound | 145 |
| abstract_inverted_index.systemic | 15, 64 |
| abstract_inverted_index.uncovers | 138 |
| abstract_inverted_index.weather, | 1 |
| abstract_inverted_index.activity. | 175 |
| abstract_inverted_index.analytics | 163 |
| abstract_inverted_index.approach, | 135 |
| abstract_inverted_index.attention | 48 |
| abstract_inverted_index.aviation, | 8 |
| abstract_inverted_index.challenge | 143 |
| abstract_inverted_index.improving | 120 |
| abstract_inverted_index.integrate | 81 |
| abstract_inverted_index.planning. | 92 |
| abstract_inverted_index.real-time | 159 |
| abstract_inverted_index.research, | 87 |
| abstract_inverted_index.strategic | 91 |
| abstract_inverted_index.stressing | 76 |
| abstract_inverted_index.transform | 117 |
| abstract_inverted_index.worldwide | 74 |
| abstract_inverted_index.considered | 3 |
| abstract_inverted_index.efficiency | 121, 170 |
| abstract_inverted_index.escalating | 172 |
| abstract_inverted_index.peripheral | 5 |
| abstract_inverted_index.predictive | 162 |
| abstract_inverted_index.previously | 140 |
| abstract_inverted_index.recognized | 11 |
| abstract_inverted_index.resilience | 123, 167 |
| abstract_inverted_index.frameworks, | 89 |
| abstract_inverted_index.influencing | 17 |
| abstract_inverted_index.monitoring, | 160 |
| abstract_inverted_index.navigation, | 26 |
| abstract_inverted_index.operational | 88, 169 |
| abstract_inverted_index.operations, | 119 |
| abstract_inverted_index.operations. | 20 |
| abstract_inverted_index.perspective | 56, 137 |
| abstract_inverted_index.significant | 14 |
| abstract_inverted_index.contribution | 34 |
| abstract_inverted_index.disruptions. | 54 |
| abstract_inverted_index.highlighting | 62 |
| abstract_inverted_index.historically | 45 |
| abstract_inverted_index.implications | 146 |
| abstract_inverted_index.increasingly | 10 |
| abstract_inverted_index.cancellations | 42, 73 |
| abstract_inverted_index.traditionally | 133 |
| abstract_inverted_index.understanding | 113 |
| abstract_inverted_index.(2015–2019), | 109 |
| abstract_inverted_index.collaboration, | 157 |
| abstract_inverted_index.communication, | 25 |
| abstract_inverted_index.considerations | 84 |
| abstract_inverted_index.interconnected | 126 |
| abstract_inverted_index.investigations | 104 |
| abstract_inverted_index.underestimated, | 46 |
| abstract_inverted_index.underappreciated | 141 |
| abstract_inverted_index.well-documented, | 31 |
| abstract_inverted_index.interdisciplinary | 156 |
| cited_by_percentile_year | |
| countries_distinct_count | 0 |
| institutions_distinct_count | 9 |
| citation_normalized_percentile.value | 0.15792187 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |