{"id":"https://openalex.org/W2056822334","doi":"https://doi.org/10.1016/j.cageo.2006.08.002","title":"Modelling DOC export from watersheds in Scotland using neural networks","display_name":"Modelling DOC export from watersheds in Scotland using neural networks","publication_year":2006,"publication_date":"2006-11-22","ids":{"openalex":"https://openalex.org/W2056822334","doi":"https://doi.org/10.1016/j.cageo.2006.08.002","mag":"2056822334"},"language":"en","primary_location":{"id":"doi:10.1016/j.cageo.2006.08.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cageo.2006.08.002","pdf_url":null,"source":{"id":"https://openalex.org/S61699894","display_name":"Computers & Geosciences","issn_l":"0098-3004","issn":["0098-3004","1873-7803"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Geosciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029381491","display_name":"Matt Aitkenhead","orcid":"https://orcid.org/0000-0002-1572-4015"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"M.J. Aitkenhead","raw_affiliation_strings":["Department of Plant & Soil Science, Cruickshank Building, University of Aberdeen, Scotland AB24 3UU, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Plant & Soil Science, Cruickshank Building, University of Aberdeen, Scotland AB24 3UU, UK#TAB#","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044126812","display_name":"Jacqueline A. Aitkenhead\u2010Peterson","orcid":"https://orcid.org/0000-0001-7429-9058"},"institutions":[{"id":"https://openalex.org/I161057412","display_name":"University of New Hampshire","ror":"https://ror.org/01rmh9n78","country_code":"US","type":"education","lineage":["https://openalex.org/I161057412"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.A. Aitkenhead-Peterson","raw_affiliation_strings":["Department of Natural Resources, 215 James Hall, University of New Hampshire, Durham, NH 03824, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources, 215 James Hall, University of New Hampshire, Durham, NH 03824, USA#TAB#","institution_ids":["https://openalex.org/I161057412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040181823","display_name":"William H. McDowell","orcid":"https://orcid.org/0000-0002-8739-9047"},"institutions":[{"id":"https://openalex.org/I161057412","display_name":"University of New Hampshire","ror":"https://ror.org/01rmh9n78","country_code":"US","type":"education","lineage":["https://openalex.org/I161057412"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W.H. McDowell","raw_affiliation_strings":["Department of Natural Resources, 215 James Hall, University of New Hampshire, Durham, NH 03824, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources, 215 James Hall, University of New Hampshire, Durham, NH 03824, USA#TAB#","institution_ids":["https://openalex.org/I161057412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110173910","display_name":"Richard P. Smart","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R.P. Smart","raw_affiliation_strings":["Central Science Laboratory, Sand Hutton, York YO41 1LZ UK"],"affiliations":[{"raw_affiliation_string":"Central Science Laboratory, Sand Hutton, York YO41 1LZ UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022894842","display_name":"Malcolm S. Cresser","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M.S. Cresser","raw_affiliation_strings":["Environment Department, University of York, Heslington, York, YO10 5DD,                         UK,"],"affiliations":[{"raw_affiliation_string":"Environment Department, University of York, Heslington, York, YO10 5DD,                         UK,","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029381491"],"corresponding_institution_ids":["https://openalex.org/I195460627"],"apc_list":{"value":3630,"currency":"USD","value_usd":3630},"apc_paid":null,"fwci":1.4794,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.80512091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"33","issue":"3","first_page":"423","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11311","display_name":"Soil and Water Nutrient Dynamics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11311","display_name":"Soil and Water Nutrient Dynamics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.847398042678833},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6166914701461792},{"id":"https://openalex.org/keywords/dissolved-organic-carbon","display_name":"Dissolved organic carbon","score":0.5571858286857605},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5469196438789368},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4847383201122284},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4566343128681183},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.45631417632102966},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.44235560297966003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37643975019454956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22564581036567688},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15018194913864136},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12465685606002808},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11660829186439514},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08398029208183289},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06623798608779907}],"concepts":[{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.847398042678833},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6166914701461792},{"id":"https://openalex.org/C36574619","wikidata":"https://www.wikidata.org/wiki/Q449096","display_name":"Dissolved organic carbon","level":2,"score":0.5571858286857605},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5469196438789368},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4847383201122284},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4566343128681183},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.45631417632102966},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.44235560297966003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37643975019454956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22564581036567688},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15018194913864136},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12465685606002808},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11660829186439514},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08398029208183289},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06623798608779907},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.cageo.2006.08.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cageo.2006.08.002","pdf_url":null,"source":{"id":"https://openalex.org/S61699894","display_name":"Computers & Geosciences","issn_l":"0098-3004","issn":["0098-3004","1873-7803"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Geosciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W844992226","https://openalex.org/W1648603950","https://openalex.org/W1975738706","https://openalex.org/W1985561409","https://openalex.org/W1990843769","https://openalex.org/W1998250489","https://openalex.org/W2002371864","https://openalex.org/W2008203676","https://openalex.org/W2009678162","https://openalex.org/W2013840199","https://openalex.org/W2014026283","https://openalex.org/W2031301893","https://openalex.org/W2031601302","https://openalex.org/W2032518966","https://openalex.org/W2034975713","https://openalex.org/W2065329923","https://openalex.org/W2067733590","https://openalex.org/W2067878234","https://openalex.org/W2073975529","https://openalex.org/W2078848022","https://openalex.org/W2091368907","https://openalex.org/W2112985706","https://openalex.org/W2114205667","https://openalex.org/W2133239737","https://openalex.org/W2142221995","https://openalex.org/W2160304431","https://openalex.org/W2599511787","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W4302563833"],"related_works":["https://openalex.org/W2493062119","https://openalex.org/W1980614686","https://openalex.org/W2994881727","https://openalex.org/W2019586562","https://openalex.org/W1992288292","https://openalex.org/W4387955966","https://openalex.org/W2144571534","https://openalex.org/W1134571055","https://openalex.org/W214080024","https://openalex.org/W2045564889"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}