Water Systems Integrated Modelling framework, WSIMOD: APython package for integrated modelling of water quality and quantityacross the water cycle Article Swipe
Barnaby Dobson
,
Leyang Liu
,
Ana Mijić
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21105/joss.04996
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.21105/joss.04996
Dobson et al., (2023). Water Systems Integrated Modelling framework, WSIMOD: A Python package for integrated modelling of water quality and quantity across the water cycle. Journal of Open Source Software, 8(83), 4996, https://doi.org/10.21105/joss.04996
Related Topics
Concepts
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.21105/joss.04996
- https://joss.theoj.org/papers/10.21105/joss.04996.pdf
- OA Status
- diamond
- Cited By
- 19
- References
- 15
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4323355515
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4323355515Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.21105/joss.04996Digital Object Identifier
- Title
-
Water Systems Integrated Modelling framework, WSIMOD: APython package for integrated modelling of water quality and quantityacross the water cycleWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2023Year of publication
- Publication date
-
2023-03-07Full publication date if available
- Authors
-
Barnaby Dobson, Leyang Liu, Ana MijićList of authors in order
- Landing page
-
https://doi.org/10.21105/joss.04996Publisher landing page
- PDF URL
-
https://joss.theoj.org/papers/10.21105/joss.04996.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
diamondOpen access status per OpenAlex
- OA URL
-
https://joss.theoj.org/papers/10.21105/joss.04996.pdfDirect OA link when available
- Concepts
-
Python (programming language), Open source, Software package, Water quality, Computer science, Software, Systems engineering, Software engineering, Environmental science, Engineering, Operating system, Biology, EcologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
19Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 5, 2024: 6, 2023: 8Per-year citation counts (last 5 years)
- References (count)
-
15Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4323355515 |
|---|---|
| doi | https://doi.org/10.21105/joss.04996 |
| ids.doi | https://doi.org/10.21105/joss.04996 |
| ids.openalex | https://openalex.org/W4323355515 |
| fwci | 2.93085832 |
| type | article |
| title | Water Systems Integrated Modelling framework, WSIMOD: APython package for integrated modelling of water quality and quantityacross the water cycle |
| awards[0].id | https://openalex.org/G835083732 |
| awards[0].funder_id | https://openalex.org/F4320320022 |
| awards[0].display_name | |
| awards[0].funder_award_id | NE/S003495/1 |
| awards[0].funder_display_name | Sight Research UK |
| awards[1].id | https://openalex.org/G4578397453 |
| awards[1].funder_id | https://openalex.org/F4320334631 |
| awards[1].display_name | |
| awards[1].funder_award_id | NE/S003495/1 |
| awards[1].funder_display_name | Natural Environment Research Council |
| biblio.issue | 83 |
| biblio.volume | 8 |
| biblio.last_page | 4996 |
| biblio.first_page | 4996 |
| topics[0].id | https://openalex.org/T10330 |
| topics[0].field.id | https://openalex.org/fields/23 |
| topics[0].field.display_name | Environmental Science |
| topics[0].score | 0.9901000261306763 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2312 |
| topics[0].subfield.display_name | Water Science and Technology |
| topics[0].display_name | Hydrology and Watershed Management Studies |
| topics[1].id | https://openalex.org/T11490 |
| topics[1].field.id | https://openalex.org/fields/23 |
| topics[1].field.display_name | Environmental Science |
| topics[1].score | 0.9753000140190125 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/2305 |
| topics[1].subfield.display_name | Environmental Engineering |
| topics[1].display_name | Hydrological Forecasting Using AI |
| topics[2].id | https://openalex.org/T12724 |
| topics[2].field.id | https://openalex.org/fields/23 |
| topics[2].field.display_name | Environmental Science |
| topics[2].score | 0.9725000262260437 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2312 |
| topics[2].subfield.display_name | Water Science and Technology |
| topics[2].display_name | Water-Energy-Food Nexus Studies |
| funders[0].id | https://openalex.org/F4320320022 |
| funders[0].ror | https://ror.org/03z2py885 |
| funders[0].display_name | Sight Research UK |
| funders[1].id | https://openalex.org/F4320334631 |
| funders[1].ror | https://ror.org/02b5d8509 |
| funders[1].display_name | Natural Environment Research Council |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C519991488 |
| concepts[0].level | 2 |
| concepts[0].score | 0.8870230913162231 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q28865 |
| concepts[0].display_name | Python (programming language) |
| concepts[1].id | https://openalex.org/C3018397939 |
| concepts[1].level | 3 |
| concepts[1].score | 0.5246562957763672 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q3644502 |
| concepts[1].display_name | Open source |
| concepts[2].id | https://openalex.org/C3020440742 |
| concepts[2].level | 3 |
| concepts[2].score | 0.5175549387931824 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q1176855 |
| concepts[2].display_name | Software package |
| concepts[3].id | https://openalex.org/C2780797713 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5146220922470093 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q625376 |
| concepts[3].display_name | Water quality |
| concepts[4].id | https://openalex.org/C41008148 |
| concepts[4].level | 0 |
| concepts[4].score | 0.4972238838672638 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[4].display_name | Computer science |
| concepts[5].id | https://openalex.org/C2777904410 |
| concepts[5].level | 2 |
| concepts[5].score | 0.454832524061203 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q7397 |
| concepts[5].display_name | Software |
| concepts[6].id | https://openalex.org/C201995342 |
| concepts[6].level | 1 |
| concepts[6].score | 0.3921733796596527 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q682496 |
| concepts[6].display_name | Systems engineering |
| concepts[7].id | https://openalex.org/C115903868 |
| concepts[7].level | 1 |
| concepts[7].score | 0.3682803511619568 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q80993 |
| concepts[7].display_name | Software engineering |
| concepts[8].id | https://openalex.org/C39432304 |
| concepts[8].level | 0 |
| concepts[8].score | 0.3578276038169861 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q188847 |
| concepts[8].display_name | Environmental science |
| concepts[9].id | https://openalex.org/C127413603 |
| concepts[9].level | 0 |
| concepts[9].score | 0.23138108849525452 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q11023 |
| concepts[9].display_name | Engineering |
| concepts[10].id | https://openalex.org/C111919701 |
| concepts[10].level | 1 |
| concepts[10].score | 0.16544348001480103 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q9135 |
| concepts[10].display_name | Operating system |
| concepts[11].id | https://openalex.org/C86803240 |
| concepts[11].level | 0 |
| concepts[11].score | 0.0 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[11].display_name | Biology |
| concepts[12].id | https://openalex.org/C18903297 |
| concepts[12].level | 1 |
| concepts[12].score | 0.0 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q7150 |
| concepts[12].display_name | Ecology |
| keywords[0].id | https://openalex.org/keywords/python |
| keywords[0].score | 0.8870230913162231 |
| keywords[0].display_name | Python (programming language) |
| keywords[1].id | https://openalex.org/keywords/open-source |
| keywords[1].score | 0.5246562957763672 |
| keywords[1].display_name | Open source |
| keywords[2].id | https://openalex.org/keywords/software-package |
| keywords[2].score | 0.5175549387931824 |
| keywords[2].display_name | Software package |
| keywords[3].id | https://openalex.org/keywords/water-quality |
| keywords[3].score | 0.5146220922470093 |
| keywords[3].display_name | Water quality |
| keywords[4].id | https://openalex.org/keywords/computer-science |
| keywords[4].score | 0.4972238838672638 |
| keywords[4].display_name | Computer science |
| keywords[5].id | https://openalex.org/keywords/software |
| keywords[5].score | 0.454832524061203 |
| keywords[5].display_name | Software |
| keywords[6].id | https://openalex.org/keywords/systems-engineering |
| keywords[6].score | 0.3921733796596527 |
| keywords[6].display_name | Systems engineering |
| keywords[7].id | https://openalex.org/keywords/software-engineering |
| keywords[7].score | 0.3682803511619568 |
| keywords[7].display_name | Software engineering |
| keywords[8].id | https://openalex.org/keywords/environmental-science |
| keywords[8].score | 0.3578276038169861 |
| keywords[8].display_name | Environmental science |
| keywords[9].id | https://openalex.org/keywords/engineering |
| keywords[9].score | 0.23138108849525452 |
| keywords[9].display_name | Engineering |
| keywords[10].id | https://openalex.org/keywords/operating-system |
| keywords[10].score | 0.16544348001480103 |
| keywords[10].display_name | Operating system |
| language | en |
| locations[0].id | doi:10.21105/joss.04996 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4210214273 |
| locations[0].source.issn | 2475-9066 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2475-9066 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | The Journal of Open Source Software |
| locations[0].source.host_organization | https://openalex.org/P4310315853 |
| locations[0].source.host_organization_name | Open Journals |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310315853 |
| locations[0].source.host_organization_lineage_names | Open Journals |
| locations[0].license | cc-by |
| locations[0].pdf_url | https://joss.theoj.org/papers/10.21105/joss.04996.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 | Journal of Open Source Software |
| locations[0].landing_page_url | https://doi.org/10.21105/joss.04996 |
| indexed_in | crossref, doaj |
| authorships[0].author.id | https://openalex.org/A5015130119 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-0149-4124 |
| authorships[0].author.display_name | Barnaby Dobson |
| authorships[0].countries | GB |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I47508984 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Civil and Environmental Engineering, Imperial College London, UK |
| authorships[0].institutions[0].id | https://openalex.org/I47508984 |
| authorships[0].institutions[0].ror | https://ror.org/041kmwe10 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I47508984 |
| authorships[0].institutions[0].country_code | GB |
| authorships[0].institutions[0].display_name | Imperial College London |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Barnaby Dobson |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Civil and Environmental Engineering, Imperial College London, UK |
| authorships[1].author.id | https://openalex.org/A5087958415 |
| authorships[1].author.orcid | https://orcid.org/0000-0001-7556-1134 |
| authorships[1].author.display_name | Leyang Liu |
| authorships[1].countries | GB |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I47508984 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Civil and Environmental Engineering, Imperial College London, UK |
| authorships[1].institutions[0].id | https://openalex.org/I47508984 |
| authorships[1].institutions[0].ror | https://ror.org/041kmwe10 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I47508984 |
| authorships[1].institutions[0].country_code | GB |
| authorships[1].institutions[0].display_name | Imperial College London |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Leyang Liu |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Civil and Environmental Engineering, Imperial College London, UK |
| authorships[2].author.id | https://openalex.org/A5088123066 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-7096-9405 |
| authorships[2].author.display_name | Ana Mijić |
| authorships[2].countries | GB |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I47508984 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Civil and Environmental Engineering, Imperial College London, UK |
| authorships[2].institutions[0].id | https://openalex.org/I47508984 |
| authorships[2].institutions[0].ror | https://ror.org/041kmwe10 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I47508984 |
| authorships[2].institutions[0].country_code | GB |
| authorships[2].institutions[0].display_name | Imperial College London |
| authorships[2].author_position | last |
| authorships[2].raw_author_name | Ana Mijic |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Civil and Environmental Engineering, Imperial College London, UK |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://joss.theoj.org/papers/10.21105/joss.04996.pdf |
| open_access.oa_status | diamond |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Water Systems Integrated Modelling framework, WSIMOD: APython package for integrated modelling of water quality and quantityacross the water cycle |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T10330 |
| primary_topic.field.id | https://openalex.org/fields/23 |
| primary_topic.field.display_name | Environmental Science |
| primary_topic.score | 0.9901000261306763 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2312 |
| primary_topic.subfield.display_name | Water Science and Technology |
| primary_topic.display_name | Hydrology and Watershed Management Studies |
| related_works | https://openalex.org/W2341492732, https://openalex.org/W3187193180, https://openalex.org/W106542691, https://openalex.org/W4287027380, https://openalex.org/W1699080303, https://openalex.org/W2557718140, https://openalex.org/W67092138, https://openalex.org/W4225687299, https://openalex.org/W2995057966, https://openalex.org/W4380871953 |
| cited_by_count | 19 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 5 |
| counts_by_year[1].year | 2024 |
| counts_by_year[1].cited_by_count | 6 |
| counts_by_year[2].year | 2023 |
| counts_by_year[2].cited_by_count | 8 |
| locations_count | 1 |
| best_oa_location.id | doi:10.21105/joss.04996 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4210214273 |
| best_oa_location.source.issn | 2475-9066 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2475-9066 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | The Journal of Open Source Software |
| best_oa_location.source.host_organization | https://openalex.org/P4310315853 |
| best_oa_location.source.host_organization_name | Open Journals |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310315853 |
| best_oa_location.source.host_organization_lineage_names | Open Journals |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | https://joss.theoj.org/papers/10.21105/joss.04996.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 | Journal of Open Source Software |
| best_oa_location.landing_page_url | https://doi.org/10.21105/joss.04996 |
| primary_location.id | doi:10.21105/joss.04996 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4210214273 |
| primary_location.source.issn | 2475-9066 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2475-9066 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | The Journal of Open Source Software |
| primary_location.source.host_organization | https://openalex.org/P4310315853 |
| primary_location.source.host_organization_name | Open Journals |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310315853 |
| primary_location.source.host_organization_lineage_names | Open Journals |
| primary_location.license | cc-by |
| primary_location.pdf_url | https://joss.theoj.org/papers/10.21105/joss.04996.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 | Journal of Open Source Software |
| primary_location.landing_page_url | https://doi.org/10.21105/joss.04996 |
| publication_date | 2023-03-07 |
| publication_year | 2023 |
| referenced_works | https://openalex.org/W3063283972, https://openalex.org/W3204936178, https://openalex.org/W2756554389, https://openalex.org/W3158972881, https://openalex.org/W4226283831, https://openalex.org/W4206900781, https://openalex.org/W4312083710, https://openalex.org/W1996020718, https://openalex.org/W2082644317, https://openalex.org/W1974163944, https://openalex.org/W2550489370, https://openalex.org/W6911690347, https://openalex.org/W2944709315, https://openalex.org/W2515744633, https://openalex.org/W2085018037 |
| referenced_works_count | 15 |
| abstract_inverted_index.A | 10 |
| abstract_inverted_index.et | 1 |
| abstract_inverted_index.of | 16, 26 |
| abstract_inverted_index.and | 19 |
| abstract_inverted_index.for | 13 |
| abstract_inverted_index.the | 22 |
| abstract_inverted_index.Open | 27 |
| abstract_inverted_index.al., | 2 |
| abstract_inverted_index.4996, | 31 |
| abstract_inverted_index.Water | 4 |
| abstract_inverted_index.water | 17, 23 |
| abstract_inverted_index.8(83), | 30 |
| abstract_inverted_index.Dobson | 0 |
| abstract_inverted_index.Python | 11 |
| abstract_inverted_index.Source | 28 |
| abstract_inverted_index.across | 21 |
| abstract_inverted_index.cycle. | 24 |
| abstract_inverted_index.(2023). | 3 |
| abstract_inverted_index.Journal | 25 |
| abstract_inverted_index.Systems | 5 |
| abstract_inverted_index.WSIMOD: | 9 |
| abstract_inverted_index.package | 12 |
| abstract_inverted_index.quality | 18 |
| abstract_inverted_index.quantity | 20 |
| abstract_inverted_index.Modelling | 7 |
| abstract_inverted_index.Software, | 29 |
| abstract_inverted_index.modelling | 15 |
| abstract_inverted_index.Integrated | 6 |
| abstract_inverted_index.framework, | 8 |
| abstract_inverted_index.integrated | 14 |
| abstract_inverted_index.https://doi.org/10.21105/joss.04996 | 32 |
| cited_by_percentile_year.max | 99 |
| cited_by_percentile_year.min | 98 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/6 |
| sustainable_development_goals[0].score | 0.8299999833106995 |
| sustainable_development_goals[0].display_name | Clean water and sanitation |
| citation_normalized_percentile.value | 0.88337733 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |