{"id":"https://openalex.org/W2089221633","doi":"https://doi.org/10.1007/s00521-012-1236-3","title":"Prediction of soil erodibility factor for Peninsular Malaysia soil series using ANN","display_name":"Prediction of soil erodibility factor for Peninsular Malaysia soil series using ANN","publication_year":2012,"publication_date":"2012-10-30","ids":{"openalex":"https://openalex.org/W2089221633","doi":"https://doi.org/10.1007/s00521-012-1236-3","mag":"2089221633"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-1236-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1236-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5005801116","display_name":"Mohd Fazly Yusof","orcid":"https://orcid.org/0009-0004-4498-5785"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Mohd Fazly Yusof","raw_affiliation_strings":["River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Nibong Tebal, Malaysia"],"affiliations":[{"raw_affiliation_string":"River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]},{"raw_affiliation_string":"River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019583527","display_name":"Hazi Mohammad Azamathulla","orcid":"https://orcid.org/0000-0002-5436-4147"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"H. Md. Azamathulla","raw_affiliation_strings":["River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Nibong Tebal, Malaysia"],"affiliations":[{"raw_affiliation_string":"River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]},{"raw_affiliation_string":"River Engineering and Urban Drainage Research Centre (REDAC), Universiti Sains Malaysia, Nibong Tebal, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109999166","display_name":"Rozi Abdullah","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rozi Abdullah","raw_affiliation_strings":["School of Civil Engineering, Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","School of Civil Engineering, Universiti Sains Malaysia , Nibong Tebal , Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Universiti Sains Malaysia, Engineering Campus, Seri Ampangan, 14300, Nibong Tebal, Penang, Malaysia","institution_ids":["https://openalex.org/I139322472"]},{"raw_affiliation_string":"School of Civil Engineering, Universiti Sains Malaysia , Nibong Tebal , Malaysia","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005801116"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5134,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.70737132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"383","last_page":"389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9988999962806702,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9901000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/soil-series","display_name":"Soil series","score":0.7943252325057983},{"id":"https://openalex.org/keywords/soil-loss","display_name":"Soil loss","score":0.7144986391067505},{"id":"https://openalex.org/keywords/universal-soil-loss-equation","display_name":"Universal Soil Loss Equation","score":0.6190451383590698},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6157936453819275},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.5666902661323547},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.5665057301521301},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.5518084168434143},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.5516039133071899},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.495630145072937},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.45403361320495605},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.4507007598876953},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.4479823708534241},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4344334006309509},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.35993367433547974},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.27511337399482727},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27343741059303284},{"id":"https://openalex.org/keywords/soil-classification","display_name":"Soil classification","score":0.2577172815799713},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.2377699911594391},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20396631956100464},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14705133438110352},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13088840246200562},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.12420263886451721},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.07241073250770569},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.06132921576499939}],"concepts":[{"id":"https://openalex.org/C5589519","wikidata":"https://www.wikidata.org/wiki/Q3350846","display_name":"Soil series","level":4,"score":0.7943252325057983},{"id":"https://openalex.org/C2983671832","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Soil loss","level":3,"score":0.7144986391067505},{"id":"https://openalex.org/C2777610965","wikidata":"https://www.wikidata.org/wiki/Q3547352","display_name":"Universal Soil Loss Equation","level":4,"score":0.6190451383590698},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6157936453819275},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.5666902661323547},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.5665057301521301},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.5518084168434143},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.5516039133071899},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.495630145072937},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.45403361320495605},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.4507007598876953},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.4479823708534241},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4344334006309509},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.35993367433547974},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.27511337399482727},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27343741059303284},{"id":"https://openalex.org/C152494472","wikidata":"https://www.wikidata.org/wiki/Q386963","display_name":"Soil classification","level":3,"score":0.2577172815799713},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.2377699911594391},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20396631956100464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14705133438110352},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13088840246200562},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.12420263886451721},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.07241073250770569},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06132921576499939},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-1236-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1236-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W138220175","https://openalex.org/W603988144","https://openalex.org/W1728792544","https://openalex.org/W1912463333","https://openalex.org/W1990731270","https://openalex.org/W1995828689","https://openalex.org/W2004970332","https://openalex.org/W2006104326","https://openalex.org/W2012027190","https://openalex.org/W2038644112","https://openalex.org/W2062430425","https://openalex.org/W2071944853","https://openalex.org/W2074770406","https://openalex.org/W2117259148","https://openalex.org/W2122522444","https://openalex.org/W2122802215","https://openalex.org/W2123699775","https://openalex.org/W2124776405","https://openalex.org/W2137983211","https://openalex.org/W2154378101","https://openalex.org/W2301676159","https://openalex.org/W2613212325","https://openalex.org/W3017323153","https://openalex.org/W3102498655","https://openalex.org/W3146803896"],"related_works":["https://openalex.org/W2467703615","https://openalex.org/W2009722041","https://openalex.org/W2356567217","https://openalex.org/W4226382298","https://openalex.org/W2462227254","https://openalex.org/W2789740025","https://openalex.org/W2584495289","https://openalex.org/W2257866131","https://openalex.org/W3184388016","https://openalex.org/W1728792544"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}