{"id":"https://openalex.org/W4405557268","doi":"https://doi.org/10.1007/s12145-024-01657-0","title":"UAV and satellite-based prediction of aboveground biomass in scots pine stands: a comparative analysis of regression and neural network approaches","display_name":"UAV and satellite-based prediction of aboveground biomass in scots pine stands: a comparative analysis of regression and neural network approaches","publication_year":2024,"publication_date":"2024-12-18","ids":{"openalex":"https://openalex.org/W4405557268","doi":"https://doi.org/10.1007/s12145-024-01657-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01657-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01657-0","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","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/A5008052932","display_name":"Hasan Aksoy","orcid":"https://orcid.org/0000-0003-1980-3834"},"institutions":[{"id":"https://openalex.org/I76257594","display_name":"Sinop University","ror":"https://ror.org/004ah3r71","country_code":"TR","type":"education","lineage":["https://openalex.org/I76257594"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan Aksoy","raw_affiliation_strings":["Vocational School of Ayanc\u0131k, Department of Forestry, Program of Forestry and Forest Products, Sinop University, Sinop, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-1980-3834","affiliations":[{"raw_affiliation_string":"Vocational School of Ayanc\u0131k, Department of Forestry, Program of Forestry and Forest Products, Sinop University, Sinop, Turkey","institution_ids":["https://openalex.org/I76257594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007037800","display_name":"Alkan G\u00fcnl\u00fc","orcid":"https://orcid.org/0000-0003-4759-3125"},"institutions":[{"id":"https://openalex.org/I224962290","display_name":"\u00c7ank\u0131r\u0131 Karatekin University","ror":"https://ror.org/011y7xt38","country_code":"TR","type":"education","lineage":["https://openalex.org/I224962290"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Alkan G\u00fcnl\u00fc","raw_affiliation_strings":["Department of Forestry Engineering, Faculty of Forestry, \u00c7ank\u0131r\u0131 Karatekin University, 18200, \u00c7ank\u0131r\u0131, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4759-3125","affiliations":[{"raw_affiliation_string":"Department of Forestry Engineering, Faculty of Forestry, \u00c7ank\u0131r\u0131 Karatekin University, 18200, \u00c7ank\u0131r\u0131, Turkey","institution_ids":["https://openalex.org/I224962290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007037800"],"corresponding_institution_ids":["https://openalex.org/I224962290"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.1596,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75910249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/scots-pine","display_name":"Scots pine","score":0.921696126461029},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.6347098350524902},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5881140232086182},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.522317111492157},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5164399147033691},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5053654313087463},{"id":"https://openalex.org/keywords/scots","display_name":"Scots","score":0.48801055550575256},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46264445781707764},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.40442681312561035},{"id":"https://openalex.org/keywords/pinus-genus","display_name":"Pinus <genus>","score":0.3414868712425232},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27426689863204956},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25909894704818726},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.24660226702690125},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18465259671211243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16739949584007263},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15670937299728394},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1544896960258484},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1316254734992981},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.11871844530105591},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08565971255302429}],"concepts":[{"id":"https://openalex.org/C2779128174","wikidata":"https://www.wikidata.org/wiki/Q133128","display_name":"Scots pine","level":3,"score":0.921696126461029},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.6347098350524902},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5881140232086182},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.522317111492157},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5164399147033691},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5053654313087463},{"id":"https://openalex.org/C2779307921","wikidata":"https://www.wikidata.org/wiki/Q14549","display_name":"Scots","level":2,"score":0.48801055550575256},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46264445781707764},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.40442681312561035},{"id":"https://openalex.org/C2910048773","wikidata":"https://www.wikidata.org/wiki/Q1924659","display_name":"Pinus <genus>","level":2,"score":0.3414868712425232},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27426689863204956},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25909894704818726},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.24660226702690125},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18465259671211243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16739949584007263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15670937299728394},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1544896960258484},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1316254734992981},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.11871844530105591},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08565971255302429},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01657-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01657-0","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":131,"referenced_works":["https://openalex.org/W1177863458","https://openalex.org/W1781771626","https://openalex.org/W1964217023","https://openalex.org/W1973170225","https://openalex.org/W1974283773","https://openalex.org/W1977761893","https://openalex.org/W1981855554","https://openalex.org/W1989863789","https://openalex.org/W1990423534","https://openalex.org/W1991933965","https://openalex.org/W1995029758","https://openalex.org/W2000613913","https://openalex.org/W2007695941","https://openalex.org/W2033271074","https://openalex.org/W2037555104","https://openalex.org/W2041550093","https://openalex.org/W2041632050","https://openalex.org/W2046443332","https://openalex.org/W2049398443","https://openalex.org/W2052700773","https://openalex.org/W2059394037","https://openalex.org/W2063623478","https://openalex.org/W2064636932","https://openalex.org/W2066427000","https://openalex.org/W2077509829","https://openalex.org/W2087047858","https://openalex.org/W2087457527","https://openalex.org/W2094316246","https://openalex.org/W2094677081","https://openalex.org/W2096996101","https://openalex.org/W2098247895","https://openalex.org/W2098630016","https://openalex.org/W2107093743","https://openalex.org/W2112458566","https://openalex.org/W2134870022","https://openalex.org/W2144362041","https://openalex.org/W2157760685","https://openalex.org/W2166516660","https://openalex.org/W2167787089","https://openalex.org/W2168273417","https://openalex.org/W2169402217","https://openalex.org/W2321728502","https://openalex.org/W2494694935","https://openalex.org/W2499345884","https://openalex.org/W2512156656","https://openalex.org/W2515041732","https://openalex.org/W2517880465","https://openalex.org/W2534753755","https://openalex.org/W2575776496","https://openalex.org/W2593957790","https://openalex.org/W2603228623","https://openalex.org/W2738076904","https://openalex.org/W2741876794","https://openalex.org/W2750585339","https://openalex.org/W2761205564","https://openalex.org/W2765260274","https://openalex.org/W2768035654","https://openalex.org/W2796021728","https://openalex.org/W2800294424","https://openalex.org/W2801684017","https://openalex.org/W2893278282","https://openalex.org/W2901843700","https://openalex.org/W2902970016","https://openalex.org/W2905820198","https://openalex.org/W2906273612","https://openalex.org/W2907775862","https://openalex.org/W2911534439","https://openalex.org/W2913079708","https://openalex.org/W2914237936","https://openalex.org/W2916382809","https://openalex.org/W2920821136","https://openalex.org/W2932477389","https://openalex.org/W2936032092","https://openalex.org/W2936184982","https://openalex.org/W2939461326","https://openalex.org/W2943961618","https://openalex.org/W2946576719","https://openalex.org/W2947241366","https://openalex.org/W2950294063","https://openalex.org/W2952174483","https://openalex.org/W2954267514","https://openalex.org/W2980571983","https://openalex.org/W2990294132","https://openalex.org/W3003452346","https://openalex.org/W3006466797","https://openalex.org/W3011514481","https://openalex.org/W3014556742","https://openalex.org/W3035803741","https://openalex.org/W3047165924","https://openalex.org/W3112217566","https://openalex.org/W3117102038","https://openalex.org/W3142266451","https://openalex.org/W3155170202","https://openalex.org/W3195841845","https://openalex.org/W3196521115","https://openalex.org/W3205885973","https://openalex.org/W3206817858","https://openalex.org/W4206160173","https://openalex.org/W4206643270","https://openalex.org/W4206678295","https://openalex.org/W4210667659","https://openalex.org/W4213450924","https://openalex.org/W4214747034","https://openalex.org/W4220801873","https://openalex.org/W4220824816","https://openalex.org/W4220863324","https://openalex.org/W4281854786","https://openalex.org/W4293206813","https://openalex.org/W4293235470","https://openalex.org/W4294018497","https://openalex.org/W4296095919","https://openalex.org/W4307167702","https://openalex.org/W4308000928","https://openalex.org/W4311764039","https://openalex.org/W4312084747","https://openalex.org/W4312750672","https://openalex.org/W4313293079","https://openalex.org/W4317738931","https://openalex.org/W4320729167","https://openalex.org/W4364360352","https://openalex.org/W4366293533","https://openalex.org/W4385163985","https://openalex.org/W4386032279","https://openalex.org/W4386769556","https://openalex.org/W4388226227","https://openalex.org/W4389100648","https://openalex.org/W4391104684","https://openalex.org/W4391956492","https://openalex.org/W4392952754","https://openalex.org/W4400879336","https://openalex.org/W4403044044"],"related_works":["https://openalex.org/W4404590198","https://openalex.org/W3029345455","https://openalex.org/W2001682771","https://openalex.org/W919648856","https://openalex.org/W1125458415","https://openalex.org/W4404168502","https://openalex.org/W4392627646","https://openalex.org/W1990224626","https://openalex.org/W769111903","https://openalex.org/W3029331613"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}