{"id":"https://openalex.org/W6887920283","doi":"https://doi.org/10.18420/giljt2025_35","title":"Predictive model for hay and silage bale weight estimation","display_name":"Predictive model for hay and silage bale weight estimation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W6887920283","doi":"https://doi.org/10.18420/giljt2025_35"},"language":"en","primary_location":{"id":"doi:10.18420/giljt2025_35","is_oa":true,"landing_page_url":"https://doi.org/10.18420/giljt2025_35","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/giljt2025_35","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Marefat Mansouri, Daniel Puckmayr","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marefat Mansouri, Daniel Puckmayr","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3920816,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11978","display_name":"Soil Mechanics and Vehicle Dynamics","score":0.3582000136375427,"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/T11978","display_name":"Soil Mechanics and Vehicle Dynamics","score":0.3582000136375427,"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/T12118","display_name":"Forest Biomass Utilization and Management","score":0.07479999959468842,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10616","display_name":"Smart Agriculture and AI","score":0.05939999967813492,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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"}}],"keywords":[{"id":"https://openalex.org/keywords/hay","display_name":"Hay","score":0.5906999707221985},{"id":"https://openalex.org/keywords/silage","display_name":"Silage","score":0.5559999942779541},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.45750001072883606},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4530999958515167},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4124000072479248},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4016999900341034},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.3474000096321106}],"concepts":[{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5927000045776367},{"id":"https://openalex.org/C106191032","wikidata":"https://www.wikidata.org/wiki/Q336989","display_name":"Hay","level":2,"score":0.5906999707221985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5879999995231628},{"id":"https://openalex.org/C2776544680","wikidata":"https://www.wikidata.org/wiki/Q660071","display_name":"Silage","level":2,"score":0.5559999942779541},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.45750001072883606},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4530999958515167},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4124000072479248},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4016999900341034},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.3474000096321106},{"id":"https://openalex.org/C136360083","wikidata":"https://www.wikidata.org/wiki/Q26886","display_name":"Combine harvester","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.31779998540878296},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C19619285","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Observational error","level":2,"score":0.2590000033378601}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/giljt2025_35","is_oa":true,"landing_page_url":"https://doi.org/10.18420/giljt2025_35","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/giljt2025_35","is_oa":true,"landing_page_url":"https://doi.org/10.18420/giljt2025_35","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Bale":[0],"weight":[1,57,68,82,104],"measurement":[2,83],"during":[3],"grassland":[4],"harvesting":[5],"provides":[6],"the":[7,13,28,45,56,92,101,109,139],"basis":[8],"for":[9,64,141],"various":[10],"applications":[11],"in":[12,40],"fields":[14],"of":[15,30,49,58,103,116,123,130],"precision":[16],"farming,":[17],"targeted":[18],"feeding,":[19],"logistics":[20],"planning":[21],"and":[22,36,47,125,148],"farm":[23],"management.":[24],"Weight":[25],"sensors":[26,98],"have":[27],"disadvantage":[29],"being":[31],"cost-intensive,":[32],"difficult":[33],"to":[34,38,54,74,99],"position":[35],"challenging":[37],"use":[39],"motion.":[41],"This":[42,132],"paper":[43],"presents":[44],"development":[46],"validation":[48],"a":[50,76,112,118,126],"sensor-based":[51],"system":[52],"designed":[53],"estimate":[55],"bales":[59],"produced":[60],"by":[61],"balers,":[62],"particularly":[63],"models":[65],"without":[66],"built-in":[67],"sensors.":[69],"The":[70],"primary":[71],"objective":[72],"is":[73,134],"establish":[75],"predictive":[77],"model":[78,93,110],"that":[79],"ensures":[80],"standardized":[81],"across":[84],"different":[85],"machines.":[86],"By":[87],"employing":[88],"data":[89],"fusion":[90],"techniques,":[91],"integrates":[94],"inputs":[95],"from":[96],"multiple":[97],"enhance":[100],"accuracy":[102],"predictions.":[105],"Leveraging":[106],"machine":[107],"learning,":[108],"achieved":[111],"Mean":[113,119],"Relative":[114],"Error":[115,121],"4.96%,":[117],"Absolute":[120],"(MAE)":[122],"41.34,":[124],"Pearson":[127],"correlation":[128],"coefficient":[129],"0.96.":[131],"method":[133],"cost-effective,":[135],"as":[136],"it":[137],"eliminates":[138],"need":[140],"additional":[142],"hardware,":[143],"thus":[144],"reducing":[145],"both":[146],"equipment":[147],"maintenance":[149],"costs.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}