Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms Article Swipe

View

Pin Zhang , Zhen‐Yu Yin , Yin-Fu Jin , Tommy H.T. Chan , Fu‐Ping Gao ·

YOU? · · 2020 · Open Access · · DOI: https://doi.org/10.1016/j.gsf.2020.02.014

Related Topics

Algorithm

Support Vector Machine

Extreme Learning Machine

Machine Learning

Computer Science

Artificial Intelligence

Random Forest

Biochemistry

Chemistry

Concepts

Algorithm Support vector machine Extreme learning machine Artificial neural network Machine learning Computer science Artificial intelligence Random forest Robustness (evolution) Biochemistry Chemistry Gene

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.gsf.2020.02.014
OA Status: hybrid
Cited By: 118
References: 89
Related Works: 10
OpenAlex ID: https://openalex.org/W3012665130

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W3012665130

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1016/j.gsf.2020.02.014

Digital Object Identifier
Title: Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2020

Year of publication
Publication date: 2020-03-21

Full publication date if available
Authors: Pin Zhang, Zhen‐Yu Yin, Yin-Fu Jin, Tommy H.T. Chan, Fu‐Ping Gao

List of authors in order
Landing page: https://doi.org/10.1016/j.gsf.2020.02.014

Publisher landing page
Open access: Yes

Whether a free full text is available
OA status: hybrid

Open access status per OpenAlex
OA URL: https://doi.org/10.1016/j.gsf.2020.02.014

Direct OA link when available
Concepts: Algorithm, Support vector machine, Extreme learning machine, Artificial neural network, Machine learning, Computer science, Artificial intelligence, Random forest, Robustness (evolution), Biochemistry, Chemistry, Gene

Top concepts (fields/topics) attached by OpenAlex
Cited by: 118

Total citation count in OpenAlex
Citations by year (recent): 2025: 21, 2024: 21, 2023: 22, 2022: 22, 2021: 23

Per-year citation counts (last 5 years)
References (count): 89

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W3012665130
doi	https://doi.org/10.1016/j.gsf.2020.02.014
ids.doi	https://doi.org/10.1016/j.gsf.2020.02.014
ids.mag	3012665130
ids.openalex	https://openalex.org/W3012665130
fwci	11.20788284
type	article
title	Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
biblio.issue	1
biblio.volume	12
biblio.last_page	452
biblio.first_page	441
topics[0].id	https://openalex.org/T13596
topics[0].field.id	https://openalex.org/fields/22
topics[0].field.display_name	Engineering
topics[0].score	0.9979000091552734
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2205
topics[0].subfield.display_name	Civil and Structural Engineering
topics[0].display_name	Grouting, Rheology, and Soil Mechanics
topics[1].id	https://openalex.org/T12293
topics[1].field.id	https://openalex.org/fields/22
topics[1].field.display_name	Engineering
topics[1].score	0.9973999857902527
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2205
topics[1].subfield.display_name	Civil and Structural Engineering
topics[1].display_name	Dam Engineering and Safety
topics[2].id	https://openalex.org/T11046
topics[2].field.id	https://openalex.org/fields/22
topics[2].field.display_name	Engineering
topics[2].score	0.9965999722480774
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/2213
topics[2].subfield.display_name	Safety, Risk, Reliability and Quality
topics[2].display_name	Geotechnical Engineering and Analysis
funders[0].id	https://openalex.org/F4320321592
funders[0].ror	https://ror.org/00djwmt25
funders[0].display_name	Research Grants Council, University Grants Committee
is_xpac	False
apc_list.value	3000
apc_list.currency	USD
apc_list.value_usd	3000
apc_paid.value	3000
apc_paid.currency	USD
apc_paid.value_usd	3000
concepts[0].id	https://openalex.org/C11413529
concepts[0].level	1
concepts[0].score	0.6633821129798889
concepts[0].wikidata	https://www.wikidata.org/wiki/Q8366
concepts[0].display_name	Algorithm
concepts[1].id	https://openalex.org/C12267149
concepts[1].level	2
concepts[1].score	0.6029121279716492
concepts[1].wikidata	https://www.wikidata.org/wiki/Q282453
concepts[1].display_name	Support vector machine
concepts[2].id	https://openalex.org/C2780150128
concepts[2].level	3
concepts[2].score	0.6027253866195679
concepts[2].wikidata	https://www.wikidata.org/wiki/Q21948731
concepts[2].display_name	Extreme learning machine
concepts[3].id	https://openalex.org/C50644808
concepts[3].level	2
concepts[3].score	0.5812914967536926
concepts[3].wikidata	https://www.wikidata.org/wiki/Q192776
concepts[3].display_name	Artificial neural network
concepts[4].id	https://openalex.org/C119857082
concepts[4].level	1
concepts[4].score	0.574397087097168
concepts[4].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[4].display_name	Machine learning
concepts[5].id	https://openalex.org/C41008148
concepts[5].level	0
concepts[5].score	0.5419938564300537
concepts[5].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[5].display_name	Computer science
concepts[6].id	https://openalex.org/C154945302
concepts[6].level	1
concepts[6].score	0.49721458554267883
concepts[6].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[6].display_name	Artificial intelligence
concepts[7].id	https://openalex.org/C169258074
concepts[7].level	2
concepts[7].score	0.482891321182251
concepts[7].wikidata	https://www.wikidata.org/wiki/Q245748
concepts[7].display_name	Random forest
concepts[8].id	https://openalex.org/C63479239
concepts[8].level	3
concepts[8].score	0.4641178250312805
concepts[8].wikidata	https://www.wikidata.org/wiki/Q7353546
concepts[8].display_name	Robustness (evolution)
concepts[9].id	https://openalex.org/C55493867
concepts[9].level	1
concepts[9].score	0.0
concepts[9].wikidata	https://www.wikidata.org/wiki/Q7094
concepts[9].display_name	Biochemistry
concepts[10].id	https://openalex.org/C185592680
concepts[10].level	0
concepts[10].score	0.0
concepts[10].wikidata	https://www.wikidata.org/wiki/Q2329
concepts[10].display_name	Chemistry
concepts[11].id	https://openalex.org/C104317684
concepts[11].level	2
concepts[11].score	0.0
concepts[11].wikidata	https://www.wikidata.org/wiki/Q7187
concepts[11].display_name	Gene
keywords[0].id	https://openalex.org/keywords/algorithm
keywords[0].score	0.6633821129798889
keywords[0].display_name	Algorithm
keywords[1].id	https://openalex.org/keywords/support-vector-machine
keywords[1].score	0.6029121279716492
keywords[1].display_name	Support vector machine
keywords[2].id	https://openalex.org/keywords/extreme-learning-machine
keywords[2].score	0.6027253866195679
keywords[2].display_name	Extreme learning machine
keywords[3].id	https://openalex.org/keywords/artificial-neural-network
keywords[3].score	0.5812914967536926
keywords[3].display_name	Artificial neural network
keywords[4].id	https://openalex.org/keywords/machine-learning
keywords[4].score	0.574397087097168
keywords[4].display_name	Machine learning
keywords[5].id	https://openalex.org/keywords/computer-science
keywords[5].score	0.5419938564300537
keywords[5].display_name	Computer science
keywords[6].id	https://openalex.org/keywords/artificial-intelligence
keywords[6].score	0.49721458554267883
keywords[6].display_name	Artificial intelligence
keywords[7].id	https://openalex.org/keywords/random-forest
keywords[7].score	0.482891321182251
keywords[7].display_name	Random forest
keywords[8].id	https://openalex.org/keywords/robustness
keywords[8].score	0.4641178250312805
keywords[8].display_name	Robustness (evolution)
language	en
locations[0].id	doi:10.1016/j.gsf.2020.02.014
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S2764860519
locations[0].source.issn	1674-9871, 2588-9192
locations[0].source.type	journal
locations[0].source.is_oa	False
locations[0].source.issn_l	1674-9871
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	Geoscience Frontiers
locations[0].source.host_organization	https://openalex.org/P4310320990
locations[0].source.host_organization_name	Elsevier BV
locations[0].source.host_organization_lineage	https://openalex.org/P4310320990
locations[0].source.host_organization_lineage_names	Elsevier BV
locations[0].license	cc-by-nc-nd
locations[0].pdf_url
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id	https://openalex.org/licenses/cc-by-nc-nd
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Geoscience Frontiers
locations[0].landing_page_url	https://doi.org/10.1016/j.gsf.2020.02.014
locations[1].id	pmh:oai:doaj.org/article:8745fd36fd684d08a69b07bfb3a8b5af
locations[1].is_oa	True
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].license	cc-by-sa
locations[1].pdf_url
locations[1].version	submittedVersion
locations[1].raw_type	article
locations[1].license_id	https://openalex.org/licenses/cc-by-sa
locations[1].is_accepted	False
locations[1].is_published	False
locations[1].raw_source_name	Geoscience Frontiers, Vol 12, Iss 1, Pp 441-452 (2021)
locations[1].landing_page_url	https://doaj.org/article/8745fd36fd684d08a69b07bfb3a8b5af
locations[2].id	pmh:oai:dspace.imech.ac.cn:311007/85809
locations[2].is_oa	False
locations[2].source.id	https://openalex.org/S4306400463
locations[2].source.issn
locations[2].source.type	repository
locations[2].source.is_oa	False
locations[2].source.issn_l
locations[2].source.is_core	False
locations[2].source.is_in_doaj	False
locations[2].source.display_name	中国科学院力学研究所
locations[2].source.host_organization
locations[2].source.host_organization_name
locations[2].license
locations[2].pdf_url
locations[2].version	submittedVersion
locations[2].raw_type	期刊论文
locations[2].license_id
locations[2].is_accepted	False
locations[2].is_published	False
locations[2].raw_source_name
locations[2].landing_page_url	http://dspace.imech.ac.cn/handle/311007/85809
locations[3].id	pmh:oai:dspace.imech.ac.cn:311007/85860
locations[3].is_oa	False
locations[3].source.id	https://openalex.org/S4306400463
locations[3].source.issn
locations[3].source.type	repository
locations[3].source.is_oa	False
locations[3].source.issn_l
locations[3].source.is_core	False
locations[3].source.is_in_doaj	False
locations[3].source.display_name	中国科学院力学研究所
locations[3].source.host_organization
locations[3].source.host_organization_name
locations[3].license
locations[3].pdf_url
locations[3].version	submittedVersion
locations[3].raw_type	期刊论文
locations[3].license_id
locations[3].is_accepted	False
locations[3].is_published	False
locations[3].raw_source_name
locations[3].landing_page_url	http://dspace.imech.ac.cn/handle/311007/85860
locations[4].id	pmh:oai:dspace.imech.ac.cn:311007/85862
locations[4].is_oa	True
locations[4].source.id	https://openalex.org/S4306400463
locations[4].source.issn
locations[4].source.type	repository
locations[4].source.is_oa	False
locations[4].source.issn_l
locations[4].source.is_core	False
locations[4].source.is_in_doaj	False
locations[4].source.display_name	中国科学院力学研究所
locations[4].source.host_organization
locations[4].source.host_organization_name
locations[4].license	cc-by-nc-sa
locations[4].pdf_url
locations[4].version	submittedVersion
locations[4].raw_type	期刊论文
locations[4].license_id	https://openalex.org/licenses/cc-by-nc-sa
locations[4].is_accepted	False
locations[4].is_published	False
locations[4].raw_source_name
locations[4].landing_page_url	http://dspace.imech.ac.cn/handle/311007/85861
locations[5].id	pmh:oai:ira.lib.polyu.edu.hk:10397/87494
locations[5].is_oa	True
locations[5].source.id	https://openalex.org/S4306400205
locations[5].source.issn
locations[5].source.type	repository
locations[5].source.is_oa	False
locations[5].source.issn_l
locations[5].source.is_core	False
locations[5].source.is_in_doaj	False
locations[5].source.display_name	PolyU Institutional Research Archive (Hong Kong Polytechnic University)
locations[5].source.host_organization	https://openalex.org/I14243506
locations[5].source.host_organization_name	Hong Kong Polytechnic University
locations[5].source.host_organization_lineage	https://openalex.org/I14243506
locations[5].license	cc-by-nc-nd
locations[5].pdf_url
locations[5].version	submittedVersion
locations[5].raw_type	Journal/Magazine Article
locations[5].license_id	https://openalex.org/licenses/cc-by-nc-nd
locations[5].is_accepted	False
locations[5].is_published	False
locations[5].raw_source_name
locations[5].landing_page_url	http://hdl.handle.net/10397/87494
indexed_in	crossref, doaj
authorships[0].author.id	https://openalex.org/A5024893578
authorships[0].author.orcid	https://orcid.org/0000-0002-9004-647X
authorships[0].author.display_name	Pin Zhang
authorships[0].countries	HK
authorships[0].affiliations[0].institution_ids	https://openalex.org/I14243506
authorships[0].affiliations[0].raw_affiliation_string	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[0].institutions[0].id	https://openalex.org/I14243506
authorships[0].institutions[0].ror	https://ror.org/0030zas98
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I14243506
authorships[0].institutions[0].country_code	HK
authorships[0].institutions[0].display_name	Hong Kong Polytechnic University
authorships[0].author_position	first
authorships[0].raw_author_name	Pin Zhang
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[1].author.id	https://openalex.org/A5041310778
authorships[1].author.orcid	https://orcid.org/0000-0003-4154-7304
authorships[1].author.display_name	Zhen‐Yu Yin
authorships[1].countries	HK
authorships[1].affiliations[0].institution_ids	https://openalex.org/I14243506
authorships[1].affiliations[0].raw_affiliation_string	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[1].institutions[0].id	https://openalex.org/I14243506
authorships[1].institutions[0].ror	https://ror.org/0030zas98
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I14243506
authorships[1].institutions[0].country_code	HK
authorships[1].institutions[0].display_name	Hong Kong Polytechnic University
authorships[1].author_position	middle
authorships[1].raw_author_name	Zhen-Yu Yin
authorships[1].is_corresponding	True
authorships[1].raw_affiliation_strings	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[2].author.id	https://openalex.org/A5102341244
authorships[2].author.orcid
authorships[2].author.display_name	Yin-Fu Jin
authorships[2].countries	HK
authorships[2].affiliations[0].institution_ids	https://openalex.org/I14243506
authorships[2].affiliations[0].raw_affiliation_string	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[2].institutions[0].id	https://openalex.org/I14243506
authorships[2].institutions[0].ror	https://ror.org/0030zas98
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I14243506
authorships[2].institutions[0].country_code	HK
authorships[2].institutions[0].display_name	Hong Kong Polytechnic University
authorships[2].author_position	middle
authorships[2].raw_author_name	Yin-Fu Jin
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China
authorships[3].author.id	https://openalex.org/A5007365314
authorships[3].author.orcid	https://orcid.org/0000-0002-5410-8362
authorships[3].author.display_name	Tommy H.T. Chan
authorships[3].countries	AU
authorships[3].affiliations[0].institution_ids	https://openalex.org/I160993911
authorships[3].affiliations[0].raw_affiliation_string	School of Civil Engineering & Built Environment, Science and Engineering Faculty, Queensland University of Technology (QUT), Brisbane, Qld, 4001, Australia
authorships[3].institutions[0].id	https://openalex.org/I160993911
authorships[3].institutions[0].ror	https://ror.org/03pnv4752
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I160993911
authorships[3].institutions[0].country_code	AU
authorships[3].institutions[0].display_name	Queensland University of Technology
authorships[3].author_position	middle
authorships[3].raw_author_name	Tommy H.T. Chan
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	School of Civil Engineering & Built Environment, Science and Engineering Faculty, Queensland University of Technology (QUT), Brisbane, Qld, 4001, Australia
authorships[4].author.id	https://openalex.org/A5084798688
authorships[4].author.orcid	https://orcid.org/0000-0001-5522-4309
authorships[4].author.display_name	Fu‐Ping Gao
authorships[4].countries	CN
authorships[4].affiliations[0].institution_ids	https://openalex.org/I19820366, https://openalex.org/I4210157653
authorships[4].affiliations[0].raw_affiliation_string	Key Laboratory for Mechanics in Fluid Solid Coupling Systems, Institute of Mechanics, Chinese Academy of Sciences, Beijing, 100190, China
authorships[4].affiliations[1].institution_ids	https://openalex.org/I4210165038
authorships[4].affiliations[1].raw_affiliation_string	China School of Engineering Science, University of Chinese Academy of Sciences, Beijing, 100049, China
authorships[4].institutions[0].id	https://openalex.org/I19820366
authorships[4].institutions[0].ror	https://ror.org/034t30j35
authorships[4].institutions[0].type	government
authorships[4].institutions[0].lineage	https://openalex.org/I19820366
authorships[4].institutions[0].country_code	CN
authorships[4].institutions[0].display_name	Chinese Academy of Sciences
authorships[4].institutions[1].id	https://openalex.org/I4210157653
authorships[4].institutions[1].ror	https://ror.org/057jnjd73
authorships[4].institutions[1].type	facility
authorships[4].institutions[1].lineage	https://openalex.org/I19820366, https://openalex.org/I4210157653
authorships[4].institutions[1].country_code	CN
authorships[4].institutions[1].display_name	Institute of Mechanics
authorships[4].institutions[2].id	https://openalex.org/I4210165038
authorships[4].institutions[2].ror	https://ror.org/05qbk4x57
authorships[4].institutions[2].type	education
authorships[4].institutions[2].lineage	https://openalex.org/I19820366, https://openalex.org/I4210165038
authorships[4].institutions[2].country_code	CN
authorships[4].institutions[2].display_name	University of Chinese Academy of Sciences
authorships[4].author_position	last
authorships[4].raw_author_name	Fu-Ping Gao
authorships[4].is_corresponding	False
authorships[4].raw_affiliation_strings	China School of Engineering Science, University of Chinese Academy of Sciences, Beijing, 100049, China, Key Laboratory for Mechanics in Fluid Solid Coupling Systems, Institute of Mechanics, Chinese Academy of Sciences, Beijing, 100190, China
has_content.pdf	False
has_content.grobid_xml	False
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://doi.org/10.1016/j.gsf.2020.02.014
open_access.oa_status	hybrid
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T13596
primary_topic.field.id	https://openalex.org/fields/22
primary_topic.field.display_name	Engineering
primary_topic.score	0.9979000091552734
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2205
primary_topic.subfield.display_name	Civil and Structural Engineering
primary_topic.display_name	Grouting, Rheology, and Soil Mechanics
related_works	https://openalex.org/W2067443264, https://openalex.org/W31566076, https://openalex.org/W4297902562, https://openalex.org/W2741186499, https://openalex.org/W2804652951, https://openalex.org/W2968645206, https://openalex.org/W4396689146, https://openalex.org/W4200112873, https://openalex.org/W2955796858, https://openalex.org/W2004826645
cited_by_count	118
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	21
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	21
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	22
counts_by_year[3].year	2022
counts_by_year[3].cited_by_count	22
counts_by_year[4].year	2021
counts_by_year[4].cited_by_count	23
counts_by_year[5].year	2020
counts_by_year[5].cited_by_count	9
locations_count	6
best_oa_location.id	doi:10.1016/j.gsf.2020.02.014
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S2764860519
best_oa_location.source.issn	1674-9871, 2588-9192
best_oa_location.source.type	journal
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l	1674-9871
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	Geoscience Frontiers
best_oa_location.source.host_organization	https://openalex.org/P4310320990
best_oa_location.source.host_organization_name	Elsevier BV
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310320990
best_oa_location.source.host_organization_lineage_names	Elsevier BV
best_oa_location.license	cc-by-nc-nd
best_oa_location.pdf_url
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by-nc-nd
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Geoscience Frontiers
best_oa_location.landing_page_url	https://doi.org/10.1016/j.gsf.2020.02.014
primary_location.id	doi:10.1016/j.gsf.2020.02.014
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S2764860519
primary_location.source.issn	1674-9871, 2588-9192
primary_location.source.type	journal
primary_location.source.is_oa	False
primary_location.source.issn_l	1674-9871
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	Geoscience Frontiers
primary_location.source.host_organization	https://openalex.org/P4310320990
primary_location.source.host_organization_name	Elsevier BV
primary_location.source.host_organization_lineage	https://openalex.org/P4310320990
primary_location.source.host_organization_lineage_names	Elsevier BV
primary_location.license	cc-by-nc-nd
primary_location.pdf_url
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id	https://openalex.org/licenses/cc-by-nc-nd
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Geoscience Frontiers
primary_location.landing_page_url	https://doi.org/10.1016/j.gsf.2020.02.014
publication_date	2020-03-21
publication_year	2020
referenced_works	https://openalex.org/W1992616260, https://openalex.org/W2030178855, https://openalex.org/W4212883601, https://openalex.org/W1964306993, https://openalex.org/W2800643694, https://openalex.org/W1970620492, https://openalex.org/W2079694385, https://openalex.org/W2912902753, https://openalex.org/W2972115999, https://openalex.org/W4239510810, https://openalex.org/W2902947938, https://openalex.org/W2792369524, https://openalex.org/W2053780480, https://openalex.org/W4243417134, https://openalex.org/W1976213807, https://openalex.org/W2884013937, https://openalex.org/W2900874636, https://openalex.org/W6749467149, https://openalex.org/W2113242816, https://openalex.org/W2136010074, https://openalex.org/W2111072639, https://openalex.org/W2006037565, https://openalex.org/W2002739427, https://openalex.org/W2745266560, https://openalex.org/W2198168719, https://openalex.org/W2299068460, https://openalex.org/W2794355537, https://openalex.org/W2902532632, https://openalex.org/W2790703507, https://openalex.org/W2029803196, https://openalex.org/W6745236562, https://openalex.org/W2728391789, https://openalex.org/W2497637774, https://openalex.org/W2437478246, https://openalex.org/W2899011446, https://openalex.org/W6610017368, https://openalex.org/W2900306457, https://openalex.org/W2922451116, https://openalex.org/W2773490536, https://openalex.org/W1999405686, https://openalex.org/W1968576340, https://openalex.org/W2033904036, https://openalex.org/W1995699384, https://openalex.org/W2014891611, https://openalex.org/W2797086020, https://openalex.org/W1498436455, https://openalex.org/W2088765131, https://openalex.org/W1979179853, https://openalex.org/W6783834113, https://openalex.org/W2020390281, https://openalex.org/W2047898003, https://openalex.org/W2129537185, https://openalex.org/W2112081648, https://openalex.org/W1993976073, https://openalex.org/W2139363524, https://openalex.org/W2114773834, https://openalex.org/W2004941813, https://openalex.org/W3022283783, https://openalex.org/W2904159559, https://openalex.org/W2140504592, https://openalex.org/W2515072169, https://openalex.org/W2609656887, https://openalex.org/W2460852853, https://openalex.org/W6740223369, https://openalex.org/W2093843688, https://openalex.org/W2124037584, https://openalex.org/W2761380721, https://openalex.org/W6744249476, https://openalex.org/W2980334539, https://openalex.org/W2995771889, https://openalex.org/W2952634700, https://openalex.org/W2981674946, https://openalex.org/W3009725319, https://openalex.org/W2792935626, https://openalex.org/W2509904226, https://openalex.org/W2953961444, https://openalex.org/W2217794782, https://openalex.org/W2111943734, https://openalex.org/W2724707786, https://openalex.org/W2119821739, https://openalex.org/W4236732175, https://openalex.org/W3090470540, https://openalex.org/W2794716106, https://openalex.org/W273955616, https://openalex.org/W2755342140, https://openalex.org/W1533618852, https://openalex.org/W2912934387, https://openalex.org/W1497256448, https://openalex.org/W2760368539
referenced_works_count	89
abstract_inverted_index
cited_by_percentile_year.max	100
cited_by_percentile_year.min	99
corresponding_author_ids	https://openalex.org/A5041310778
countries_distinct_count	3
institutions_distinct_count	5
corresponding_institution_ids	https://openalex.org/I14243506
sustainable_development_goals[0].id	https://metadata.un.org/sdg/6
sustainable_development_goals[0].score	0.4300000071525574
sustainable_development_goals[0].display_name	Clean water and sanitation
citation_normalized_percentile.value	0.99212948
citation_normalized_percentile.is_in_top_1_percent	True
citation_normalized_percentile.is_in_top_10_percent	True