An RF-CNN pipeline for predicting PM2.5 concentration in Sri Lanka Article Swipe

View

Gimhan Attanayake , Mahesh Senarathna , Mike Bergin , David Carlson , Prakash V. Bhave , Gayan Bowatte , Nalin Harischandra ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1016/j.hazadv.2025.100782

Related Topics

Artificial Intelligence

Computer Science

Environmental Science

Environmental Planning

Tanzania

Concepts

Sri lanka Pipeline (software) Artificial intelligence Computer science Environmental science Environmental planning Operating system Tanzania

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1016/j.hazadv.2025.100782
OA Status: gold
Cited By: 2
References: 26
Related Works: 10
OpenAlex ID: https://openalex.org/W4411146523

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W4411146523

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1016/j.hazadv.2025.100782

Digital Object Identifier
Title: An RF-CNN pipeline for predicting PM2.5 concentration in Sri Lanka

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2025

Year of publication
Publication date: 2025-06-09

Full publication date if available
Authors: Gimhan Attanayake, Mahesh Senarathna, Mike Bergin, David Carlson, Prakash V. Bhave, Gayan Bowatte, Nalin Harischandra

List of authors in order
Landing page: https://doi.org/10.1016/j.hazadv.2025.100782

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/10.1016/j.hazadv.2025.100782

Direct OA link when available
Concepts: Sri lanka, Pipeline (software), Artificial intelligence, Computer science, Environmental science, Environmental planning, Operating system, Tanzania

Top concepts (fields/topics) attached by OpenAlex
Cited by: 2

Total citation count in OpenAlex
Citations by year (recent): 2025: 2

Per-year citation counts (last 5 years)
References (count): 26

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

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W4411146523
doi	https://doi.org/10.1016/j.hazadv.2025.100782
ids.doi	https://doi.org/10.1016/j.hazadv.2025.100782
ids.openalex	https://openalex.org/W4411146523
fwci	4.08287243
type	article
title	An RF-CNN pipeline for predicting PM2.5 concentration in Sri Lanka
awards[0].id	https://openalex.org/G3003572546
awards[0].funder_id	https://openalex.org/F4320306113
awards[0].display_name
awards[0].funder_award_id	SLMAQM20CA2398
awards[0].funder_display_name	U.S. Department of State
biblio.issue
biblio.volume	19
biblio.last_page	100782
biblio.first_page	100782
topics[0].id	https://openalex.org/T12120
topics[0].field.id	https://openalex.org/fields/23
topics[0].field.display_name	Environmental Science
topics[0].score	0.9998999834060669
topics[0].domain.id	https://openalex.org/domains/3
topics[0].domain.display_name	Physical Sciences
topics[0].subfield.id	https://openalex.org/subfields/2305
topics[0].subfield.display_name	Environmental Engineering
topics[0].display_name	Air Quality Monitoring and Forecasting
topics[1].id	https://openalex.org/T10190
topics[1].field.id	https://openalex.org/fields/23
topics[1].field.display_name	Environmental Science
topics[1].score	0.975600004196167
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2307
topics[1].subfield.display_name	Health, Toxicology and Mutagenesis
topics[1].display_name	Air Quality and Health Impacts
topics[2].id	https://openalex.org/T12916
topics[2].field.id	https://openalex.org/fields/23
topics[2].field.display_name	Environmental Science
topics[2].score	0.921999990940094
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/2306
topics[2].subfield.display_name	Global and Planetary Change
topics[2].display_name	COVID-19 impact on air quality
funders[0].id	https://openalex.org/F4320306113
funders[0].ror	https://ror.org/03vvynj75
funders[0].display_name	U.S. Department of State
funders[1].id	https://openalex.org/F4320309133
funders[1].ror	https://ror.org/00py81415
funders[1].display_name	Duke University
is_xpac	False
apc_list.value	1400
apc_list.currency	USD
apc_list.value_usd	1400
apc_paid.value	1400
apc_paid.currency	USD
apc_paid.value_usd	1400
concepts[0].id	https://openalex.org/C3017649214
concepts[0].level	3
concepts[0].score	0.862829327583313
concepts[0].wikidata	https://www.wikidata.org/wiki/Q854
concepts[0].display_name	Sri lanka
concepts[1].id	https://openalex.org/C43521106
concepts[1].level	2
concepts[1].score	0.636905312538147
concepts[1].wikidata	https://www.wikidata.org/wiki/Q2165493
concepts[1].display_name	Pipeline (software)
concepts[2].id	https://openalex.org/C154945302
concepts[2].level	1
concepts[2].score	0.37081217765808105
concepts[2].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[2].display_name	Artificial intelligence
concepts[3].id	https://openalex.org/C41008148
concepts[3].level	0
concepts[3].score	0.36536315083503723
concepts[3].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[3].display_name	Computer science
concepts[4].id	https://openalex.org/C39432304
concepts[4].level	0
concepts[4].score	0.3508152961730957
concepts[4].wikidata	https://www.wikidata.org/wiki/Q188847
concepts[4].display_name	Environmental science
concepts[5].id	https://openalex.org/C91375879
concepts[5].level	1
concepts[5].score	0.09489893913269043
concepts[5].wikidata	https://www.wikidata.org/wiki/Q15473274
concepts[5].display_name	Environmental planning
concepts[6].id	https://openalex.org/C111919701
concepts[6].level	1
concepts[6].score	0.09338858723640442
concepts[6].wikidata	https://www.wikidata.org/wiki/Q9135
concepts[6].display_name	Operating system
concepts[7].id	https://openalex.org/C2779357621
concepts[7].level	2
concepts[7].score	0.0
concepts[7].wikidata	https://www.wikidata.org/wiki/Q655495
concepts[7].display_name	Tanzania
keywords[0].id	https://openalex.org/keywords/sri-lanka
keywords[0].score	0.862829327583313
keywords[0].display_name	Sri lanka
keywords[1].id	https://openalex.org/keywords/pipeline
keywords[1].score	0.636905312538147
keywords[1].display_name	Pipeline (software)
keywords[2].id	https://openalex.org/keywords/artificial-intelligence
keywords[2].score	0.37081217765808105
keywords[2].display_name	Artificial intelligence
keywords[3].id	https://openalex.org/keywords/computer-science
keywords[3].score	0.36536315083503723
keywords[3].display_name	Computer science
keywords[4].id	https://openalex.org/keywords/environmental-science
keywords[4].score	0.3508152961730957
keywords[4].display_name	Environmental science
keywords[5].id	https://openalex.org/keywords/environmental-planning
keywords[5].score	0.09489893913269043
keywords[5].display_name	Environmental planning
keywords[6].id	https://openalex.org/keywords/operating-system
keywords[6].score	0.09338858723640442
keywords[6].display_name	Operating system
language	en
locations[0].id	doi:10.1016/j.hazadv.2025.100782
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S4210197718
locations[0].source.issn	2772-4166
locations[0].source.type	journal
locations[0].source.is_oa	True
locations[0].source.issn_l	2772-4166
locations[0].source.is_core	True
locations[0].source.is_in_doaj	True
locations[0].source.display_name	Journal of Hazardous Materials Advances
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	Journal of Hazardous Materials Advances
locations[0].landing_page_url	https://doi.org/10.1016/j.hazadv.2025.100782
indexed_in	crossref, doaj
authorships[0].author.id	https://openalex.org/A5116669743
authorships[0].author.orcid
authorships[0].author.display_name	Gimhan Attanayake
authorships[0].author_position	first
authorships[0].raw_author_name	Gimhan Attanayake
authorships[0].is_corresponding	False
authorships[1].author.id	https://openalex.org/A5000934265
authorships[1].author.orcid	https://orcid.org/0000-0002-0199-0793
authorships[1].author.display_name	Mahesh Senarathna
authorships[1].author_position	middle
authorships[1].raw_author_name	Mahesh Senarathna
authorships[1].is_corresponding	False
authorships[2].author.id	https://openalex.org/A5064567126
authorships[2].author.orcid	https://orcid.org/0000-0003-0542-485X
authorships[2].author.display_name	Mike Bergin
authorships[2].author_position	middle
authorships[2].raw_author_name	Mike Bergin
authorships[2].is_corresponding	False
authorships[3].author.id	https://openalex.org/A5052576907
authorships[3].author.orcid	https://orcid.org/0000-0003-1005-6385
authorships[3].author.display_name	David Carlson
authorships[3].author_position	middle
authorships[3].raw_author_name	David Carlson
authorships[3].is_corresponding	False
authorships[4].author.id	https://openalex.org/A5091601230
authorships[4].author.orcid	https://orcid.org/0000-0002-2573-951X
authorships[4].author.display_name	Prakash V. Bhave
authorships[4].author_position	middle
authorships[4].raw_author_name	Prakash V Bhave
authorships[4].is_corresponding	False
authorships[5].author.id	https://openalex.org/A5066214330
authorships[5].author.orcid	https://orcid.org/0000-0002-9577-9752
authorships[5].author.display_name	Gayan Bowatte
authorships[5].author_position	middle
authorships[5].raw_author_name	Gayan Bowatte
authorships[5].is_corresponding	False
authorships[6].author.id	https://openalex.org/A5087573949
authorships[6].author.orcid	https://orcid.org/0000-0002-9232-4672
authorships[6].author.display_name	Nalin Harischandra
authorships[6].author_position	last
authorships[6].raw_author_name	Nalin Harischandra
authorships[6].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/10.1016/j.hazadv.2025.100782
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	An RF-CNN pipeline for predicting PM2.5 concentration in Sri Lanka
has_fulltext	False
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T12120
primary_topic.field.id	https://openalex.org/fields/23
primary_topic.field.display_name	Environmental Science
primary_topic.score	0.9998999834060669
primary_topic.domain.id	https://openalex.org/domains/3
primary_topic.domain.display_name	Physical Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2305
primary_topic.subfield.display_name	Environmental Engineering
primary_topic.display_name	Air Quality Monitoring and Forecasting
related_works	https://openalex.org/W4391375266, https://openalex.org/W2899084033, https://openalex.org/W2748952813, https://openalex.org/W2015263713, https://openalex.org/W296600563, https://openalex.org/W2782182674, https://openalex.org/W2068481528, https://openalex.org/W4252273582, https://openalex.org/W2983812402, https://openalex.org/W2294706146
cited_by_count	2
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	2
locations_count	1
best_oa_location.id	doi:10.1016/j.hazadv.2025.100782
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S4210197718
best_oa_location.source.issn	2772-4166
best_oa_location.source.type	journal
best_oa_location.source.is_oa	True
best_oa_location.source.issn_l	2772-4166
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	True
best_oa_location.source.display_name	Journal of Hazardous Materials Advances
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	Journal of Hazardous Materials Advances
best_oa_location.landing_page_url	https://doi.org/10.1016/j.hazadv.2025.100782
primary_location.id	doi:10.1016/j.hazadv.2025.100782
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S4210197718
primary_location.source.issn	2772-4166
primary_location.source.type	journal
primary_location.source.is_oa	True
primary_location.source.issn_l	2772-4166
primary_location.source.is_core	True
primary_location.source.is_in_doaj	True
primary_location.source.display_name	Journal of Hazardous Materials Advances
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	Journal of Hazardous Materials Advances
primary_location.landing_page_url	https://doi.org/10.1016/j.hazadv.2025.100782
publication_date	2025-06-09
publication_year	2025
referenced_works	https://openalex.org/W6685422517, https://openalex.org/W2152063651, https://openalex.org/W2496114304, https://openalex.org/W3046975334, https://openalex.org/W3173862815, https://openalex.org/W1974540239, https://openalex.org/W4385285815, https://openalex.org/W6687483927, https://openalex.org/W6840011864, https://openalex.org/W6810588659, https://openalex.org/W2760506659, https://openalex.org/W3124650867, https://openalex.org/W2947059554, https://openalex.org/W2140282454, https://openalex.org/W4379144577, https://openalex.org/W2905241670, https://openalex.org/W4395008976, https://openalex.org/W2939573883, https://openalex.org/W4362603029, https://openalex.org/W3015407791, https://openalex.org/W3144244350, https://openalex.org/W6760825717, https://openalex.org/W2921781788, https://openalex.org/W4283272465, https://openalex.org/W2173820713, https://openalex.org/W4224300169
referenced_works_count	26
abstract_inverted_index
cited_by_percentile_year.max	97
cited_by_percentile_year.min	95
countries_distinct_count	0
institutions_distinct_count	7
citation_normalized_percentile.value	0.8887105
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True