{"id":"https://openalex.org/W2183859266","doi":"https://doi.org/10.1007/978-3-642-23957-1_33","title":"Determining Soil \u2013 Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available","display_name":"Determining Soil \u2013 Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2183859266","doi":"https://doi.org/10.1007/978-3-642-23957-1_33","mag":"2183859266"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-23957-1_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-23957-1_33.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-23957-1_33.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077776463","display_name":"Milan \u010cist\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Milan Cisty","raw_affiliation_strings":["Faculty of Civil Engineering, Slovak University of Technology Bratislava, Radlinskeho\u00a011, Bratislava, 813 68, Slovak Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Slovak University of Technology Bratislava, Radlinskeho\u00a011, Bratislava, 813 68, Slovak Republic","institution_ids":["https://openalex.org/I110757952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077776463"],"corresponding_institution_ids":["https://openalex.org/I110757952"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16774503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pedotransfer-function","display_name":"Pedotransfer function","score":0.9691032767295837},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6798183917999268},{"id":"https://openalex.org/keywords/water-retention-curve","display_name":"Water retention curve","score":0.5431025624275208},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5202808976173401},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4917431175708771},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.46552225947380066},{"id":"https://openalex.org/keywords/water-retention","display_name":"Water retention","score":0.4407123029232025},{"id":"https://openalex.org/keywords/leaching-model","display_name":"Leaching model","score":0.42650121450424194},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.41502249240875244},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4122634828090668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3676794767379761},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3224011957645416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21127218008041382},{"id":"https://openalex.org/keywords/soil-fertility","display_name":"Soil fertility","score":0.16556492447853088},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16023370623588562},{"id":"https://openalex.org/keywords/hydraulic-conductivity","display_name":"Hydraulic conductivity","score":0.109190434217453},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.10642948746681213}],"concepts":[{"id":"https://openalex.org/C164285268","wikidata":"https://www.wikidata.org/wiki/Q7159349","display_name":"Pedotransfer function","level":4,"score":0.9691032767295837},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6798183917999268},{"id":"https://openalex.org/C13058974","wikidata":"https://www.wikidata.org/wiki/Q889790","display_name":"Water retention curve","level":4,"score":0.5431025624275208},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5202808976173401},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4917431175708771},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.46552225947380066},{"id":"https://openalex.org/C2776491529","wikidata":"https://www.wikidata.org/wiki/Q152234","display_name":"Water retention","level":3,"score":0.4407123029232025},{"id":"https://openalex.org/C150873635","wikidata":"https://www.wikidata.org/wiki/Q6508297","display_name":"Leaching model","level":4,"score":0.42650121450424194},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.41502249240875244},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4122634828090668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3676794767379761},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3224011957645416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21127218008041382},{"id":"https://openalex.org/C38774213","wikidata":"https://www.wikidata.org/wiki/Q202080","display_name":"Soil fertility","level":3,"score":0.16556492447853088},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16023370623588562},{"id":"https://openalex.org/C63184880","wikidata":"https://www.wikidata.org/wiki/Q2783041","display_name":"Hydraulic conductivity","level":3,"score":0.109190434217453},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.10642948746681213}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-23957-1_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-23957-1_33.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01571368v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01571368","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.289-295, ⟨10.1007/978-3-642-23957-1_33⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-23957-1_33","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_33","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-23957-1_33.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G2795548188","display_name":null,"funder_award_id":"APVV-0496-10","funder_id":"https://openalex.org/F4320323251","funder_display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja"}],"funders":[{"id":"https://openalex.org/F4320312330","display_name":"Slovensk\u00e1 Akad\u00e9mia Vied","ror":"https://ror.org/03h7qq074"},{"id":"https://openalex.org/F4320323251","display_name":"Agent\u00fara na Podporu V\u00fdskumu a V\u00fdvoja","ror":"https://ror.org/037nx0e70"},{"id":"https://openalex.org/F4320323641","display_name":"Vedeck\u00e1 Grantov\u00e1 Agent\u00fara M\u0160VVa\u0160 SR a SAV","ror":"https://ror.org/044gwpv05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2183859266.pdf","grobid_xml":"https://content.openalex.org/works/W2183859266.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W397785316","https://openalex.org/W1558412782","https://openalex.org/W1964357740","https://openalex.org/W1995686084","https://openalex.org/W1998334181","https://openalex.org/W2001435291","https://openalex.org/W2045996326","https://openalex.org/W2057970380","https://openalex.org/W2085924130","https://openalex.org/W2134645325","https://openalex.org/W2156909104"],"related_works":["https://openalex.org/W1576792663","https://openalex.org/W1512324605","https://openalex.org/W2102980731","https://openalex.org/W2161704344","https://openalex.org/W2187768423","https://openalex.org/W1997809752","https://openalex.org/W1995322974","https://openalex.org/W2149235227","https://openalex.org/W2552922964","https://openalex.org/W1979347968"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}