{"doi":"10.14214/sf.1013","title":"Evaluation of growth functions used in the Swedish Forest Planning System Heureka","abstract":"<ja:p>The performance of growth models implemented in the Swedish Forest Planning System Heureka was evaluated. Four basal area growth models were evaluated by comparing their predictions to data from five-year growth records for 1711 permanent sample plots of the National Forest Inventory (NFI-data). Also, two alternative implementations of Heureka, including a combined stand- and tree-level basal area growth model and a single tree-level model, respectively, were evaluated using data from 57 blocks in a thinning experiment (GG-data) involving Scots pine ( L.) and Norway spruce ( (L.) Karst) in which the trees were monitored for 30 years after the first thinning. The predicted volume growth was also compared to observed values. Growth models based on data from 1970’s and 1980’s overestimated growth in the NFI test plots from the early 2000’s by about 3%. Stand-level models had larger precision than tree-level models. Basal area growth was underestimated in dense NFI-plots and overestimated in non-thinned GG-plots, illustrating an un-solved modelling problem. Basal area growth was overestimated by 2–5% also in the GG-plots over the whole observation period. Volume growth was however accurately predicted for pine and underestimated by 2% for spruce. The relative prediction error did not increase with increasing length of prediction period. Thinning response models calibrated with GG-data worked well in the total application and produced growth levels for different thinning alternatives in line with observations.<ja:italic>Pinus sylvestris</ja:italic><ja:italic>Picea abies</ja:italic></ja:p>","journal":"Silva Fennica","year":2014,"id":39430,"datarank":4.650195727722574,"base_score":4.454347296253507,"endowment":4.454347296253507,"self_citation_contribution":0.6681520944380261,"citation_network_contribution":3.9820436332845475,"self_endowment_contribution":0.6681520944380261,"citer_contribution":3.9820436332845475,"corpus_percentile":null,"corpus_rank":null,"citation_count":85,"citer_count":77,"citers_with_citation_signal":70,"citers_with_endowment":70,"datacite_reuse_total":0,"is_dataset":false,"is_dataset_confidence":null,"is_data_producer":false,"deposit_databanks":null,"is_oa":false,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":null,"fair_score":null,"fair_percentile":null,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":193373,"name":"Björn Elfving","orcid":null,"position":1,"is_corresponding":false},{"id":193663,"name":"Peder Wikström","orcid":null,"position":2,"is_corresponding":false},{"id":193662,"name":"Nils Fahlvik","orcid":null,"position":0,"is_corresponding":false}],"reference_count":0,"raw_metadata":{"has_enrichment":true,"base_score":4.454347296253507,"endowment":4.454347296253507,"datacite_reuse_total":0,"file_count":0,"downloads":0,"views":0,"has_version_chain":false,"is_dataset":false,"is_oa":false,"pmid":"18998881","pmcid":null,"openalex_id":"https://openalex.org/W2147753041","authors":[],"funders":[],"total_grants":0,"fwci":12.2346,"citation_percentile":0.98906321,"influential_citations":1,"citation_trend":[{"year":2013,"count":1},{"year":2014,"count":2},{"year":2015,"count":11},{"year":2016,"count":6},{"year":2017,"count":10},{"year":2018,"count":7},{"year":2019,"count":2},{"year":2020,"count":8},{"year":2021,"count":3},{"year":2022,"count":15},{"year":2023,"count":5},{"year":2024,"count":4},{"year":2025,"count":7},{"year":2026,"count":4}],"oa_status":"gold","license":"cc-by-sa","oa_locations":[{"url":"https://silvafennica.fi/pdf/1013","host_type":"journal"},{"url":"https://silvafennica.fi/pdf/1013","host_type":"GOLD"},{"url":"https://silvafennica.fi/pdf/1013","host_type":"publisher"},{"url":"https://www.silvafennica.fi/article/1013","host_type":"publisher"},{"url":"https://doi.org/10.14214/sf.1013","host_type":"journal"},{"url":"https://doaj.org/article/b7f80f1144ad4ad7802262d00c7d23a3","host_type":"repository"}],"fields_of_study":["Forest ecology and management","Plant Water Relations and Carbon Dynamics","Tree Root and Stability Studies","Environmental Science"],"mesh_terms":[],"keywords":["Basal area","Scots pine","Thinning","Picea abies","Pinus <genus>","Forestry","Growth model","Karst","Stand development","Forest inventory","Environmental science","Mathematics","Statistics","Forest management","Botany","Geography","Biology"],"sdg_mappings":[{"sdg_number":0,"sdg_label":"Life in Land"}],"linked_datasets":[],"clinical_trials":[],"software_tools":[],"database_accessions":[],"source":"live","citation_network_status":"fetched"},"created_at":"2026-06-11T20:05:22.355814Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":null,"fair_a":null,"fair_i":null,"fair_r":null,"fair_zscore":null,"fair_rationale":null,"fair_model":null,"fair_agent_version":null,"fair_fulltext_source":null,"fair_has_llm":null,"fair_computed_at":null,"clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}