Publication Information

{'id': 'https://openalex.org/W2892199264', 'doi': 'https://doi.org/10.1007/s00704-018-2628-9', 'title': 'A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data', 'display_name': 'A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data', 'publication_year': 2018, 'publication_date': '2018-09-11', 'ids': {'openalex': 'https://openalex.org/W2892199264', 'doi': 'https://doi.org/10.1007/s00704-018-2628-9', 'mag': '2892199264'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1007/s00704-018-2628-9', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S202078656', 'display_name': 'Theoretical and Applied Climatology', 'issn_l': '0177-798X', 'issn': ['0177-798X', '1434-4483'], '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/P4310319965', 'https://openalex.org/P4310319900'], 'host_organization_lineage_names': ['Springer Nature', 'Springer Science+Business Media'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5087743827', 'display_name': 'Mahyat Shafapour Tehrany', 'orcid': 'https://orcid.org/0000-0003-4272-7796'}, 'institutions': [{'id': 'https://openalex.org/I82951845', 'display_name': 'RMIT University', 'ror': 'https://ror.org/04ttjf776', 'country_code': 'AU', 'type': 'education', 'lineage': ['https://openalex.org/I82951845']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Mahyat Shafapour Tehrany', 'raw_affiliation_strings': ['Geospatial Science, School of Science, RMIT University, Melbourne, VIC, 3000, Australia'], 'affiliations': [{'raw_affiliation_string': 'Geospatial Science, School of Science, RMIT University, Melbourne, VIC, 3000, Australia', 'institution_ids': ['https://openalex.org/I82951845']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5071269262', 'display_name': 'Simon Jones', 'orcid': 'https://orcid.org/0000-0002-3914-3717'}, 'institutions': [{'id': 'https://openalex.org/I82951845', 'display_name': 'RMIT University', 'ror': 'https://ror.org/04ttjf776', 'country_code': 'AU', 'type': 'education', 'lineage': ['https://openalex.org/I82951845']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Simon Jones', 'raw_affiliation_strings': ['Geospatial Science, School of Science, RMIT University, Melbourne, VIC, 3000, Australia'], 'affiliations': [{'raw_affiliation_string': 'Geospatial Science, School of Science, RMIT University, Melbourne, VIC, 3000, Australia', 'institution_ids': ['https://openalex.org/I82951845']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5027969862', 'display_name': 'Farzin Shabani', 'orcid': 'https://orcid.org/0000-0002-5100-8921'}, 'institutions': [{'id': 'https://openalex.org/I169541294', 'display_name': 'Flinders University', 'ror': 'https://ror.org/01kpzv902', 'country_code': 'AU', 'type': 'education', 'lineage': ['https://openalex.org/I169541294']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Farzin Shabani', 'raw_affiliation_strings': ['ARC Centre of Excellence for Australian Biodiversity and Heritage, Global Ecology, College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia, Australia'], 'affiliations': [{'raw_affiliation_string': 'ARC Centre of Excellence for Australian Biodiversity and Heritage, Global Ecology, College of Science and Engineering, Flinders University, GPO Box 2100, Adelaide, South Australia, Australia', 'institution_ids': ['https://openalex.org/I169541294']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5015132867', 'display_name': 'Francisco Martínez–Álvarez', 'orcid': 'https://orcid.org/0000-0002-6309-1785'}, 'institutions': [{'id': 'https://openalex.org/I95013407', 'display_name': 'Universidad Pablo de Olavide', 'ror': 'https://ror.org/02z749649', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I95013407']}, {'id': 'https://openalex.org/I79238269', 'display_name': 'Universidad de Sevilla', 'ror': 'https://ror.org/03yxnpp24', 'country_code': 'ES', 'type': 'education', 'lineage': ['https://openalex.org/I79238269']}], 'countries': ['ES'], 'is_corresponding': False, 'raw_author_name': 'Francisco Martínez-Álvarez', 'raw_affiliation_strings': ['Division of Computer Science, Pablo de Olavide University of Seville, Seville, Spain'], 'affiliations': [{'raw_affiliation_string': 'Division of Computer Science, Pablo de Olavide University of Seville, Seville, Spain', 'institution_ids': ['https://openalex.org/I95013407', 'https://openalex.org/I79238269']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5076352077', 'display_name': 'Dieu Tien Bui', 'orcid': 'https://orcid.org/0000-0001-5161-6479'}, 'institutions': [{'id': 'https://openalex.org/I141445968', 'display_name': 'Ton Duc Thang University', 'ror': 'https://ror.org/01drq0835', 'country_code': 'VN', 'type': 'education', 'lineage': ['https://openalex.org/I141445968']}], 'countries': ['VN'], 'is_corresponding': True, 'raw_author_name': 'Dieu Tien Bui', 'raw_affiliation_strings': ['Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam'], 'affiliations': [{'raw_affiliation_string': 'Geographic Information Science Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam', 'institution_ids': ['https://openalex.org/I141445968']}]}], 'institution_assertions': [], 'countries_distinct_count': 3, 'institutions_distinct_count': 5, 'corresponding_author_ids': ['https://openalex.org/A5076352077'], 'corresponding_institution_ids': ['https://openalex.org/I141445968'], 'apc_list': {'value': 2290, 'currency': 'EUR', 'value_usd': 2890, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 8.316, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 162, 'citation_normalized_percentile': {'value': 0.999945, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': '137', 'issue': '1-2', 'first_page': '637', 'last_page': '653'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10555', 'display_name': 'Fire effects on ecosystems', 'score': 0.9999, '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'}}, 'topics': [{'id': 'https://openalex.org/T10555', 'display_name': 'Fire effects on ecosystems', 'score': 0.9999, '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'}}, {'id': 'https://openalex.org/T10535', 'display_name': 'Landslides and related hazards', 'score': 0.9963, 'subfield': {'id': 'https://openalex.org/subfields/2308', 'display_name': 'Management, Monitoring, Policy and Law'}, '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/T10930', 'display_name': 'Flood Risk Assessment and Management', 'score': 0.9934, '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/ensemble-learning', 'display_name': 'Ensemble Learning', 'score': 0.48718947}, {'id': 'https://openalex.org/keywords/benchmarking', 'display_name': 'Benchmarking', 'score': 0.4107579}], 'concepts': [{'id': 'https://openalex.org/C169258074', 'wikidata': 'https://www.wikidata.org/wiki/Q245748', 'display_name': 'Random forest', 'level': 2, 'score': 0.81033754}, {'id': 'https://openalex.org/C12267149', 'wikidata': 'https://www.wikidata.org/wiki/Q282453', 'display_name': 'Support vector machine', 'level': 2, 'score': 0.6687554}, {'id': 'https://openalex.org/C9770341', 'wikidata': 'https://www.wikidata.org/wiki/Q1938983', 'display_name': 'Geospatial analysis', 'level': 2, 'score': 0.62555045}, {'id': 'https://openalex.org/C84525736', 'wikidata': 'https://www.wikidata.org/wiki/Q831366', 'display_name': 'Decision tree', 'level': 2, 'score': 0.5683795}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.54907495}, {'id': 'https://openalex.org/C151956035', 'wikidata': 'https://www.wikidata.org/wiki/Q1132755', 'display_name': 'Logistic regression', 'level': 2, 'score': 0.50472677}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.49766853}, {'id': 'https://openalex.org/C45942800', 'wikidata': 'https://www.wikidata.org/wiki/Q245652', 'display_name': 'Ensemble learning', 'level': 2, 'score': 0.48718947}, {'id': 'https://openalex.org/C86251818', 'wikidata': 'https://www.wikidata.org/wiki/Q816754', 'display_name': 'Benchmarking', 'level': 2, 'score': 0.4107579}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.40965408}, {'id': 'https://openalex.org/C124101348', 'wikidata': 'https://www.wikidata.org/wiki/Q172491', 'display_name': 'Data mining', 'level': 1, 'score': 0.34152633}, {'id': 'https://openalex.org/C62649853', 'wikidata': 'https://www.wikidata.org/wiki/Q199687', 'display_name': 'Remote sensing', 'level': 1, 'score': 0.27476698}, {'id': 'https://openalex.org/C205649164', 'wikidata': 'https://www.wikidata.org/wiki/Q1071', 'display_name': 'Geography', 'level': 0, 'score': 0.14807272}, {'id': 'https://openalex.org/C162853370', 'wikidata': 'https://www.wikidata.org/wiki/Q39809', 'display_name': 'Marketing', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C144133560', 'wikidata': 'https://www.wikidata.org/wiki/Q4830453', 'display_name': 'Business', 'level': 0, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1007/s00704-018-2628-9', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S202078656', 'display_name': 'Theoretical and Applied Climatology', 'issn_l': '0177-798X', 'issn': ['0177-798X', '1434-4483'], '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/P4310319965', 'https://openalex.org/P4310319900'], 'host_organization_lineage_names': ['Springer Nature', 'Springer Science+Business Media'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [{'score': 0.47, 'id': 'https://metadata.un.org/sdg/13', 'display_name': 'Climate action'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 118, 'referenced_works': ['https://openalex.org/W1443921968', 'https://openalex.org/W1550657683', 'https://openalex.org/W1557418592', 'https://openalex.org/W1558901573', 'https://openalex.org/W1852719163', 'https://openalex.org/W1955806497', 'https://openalex.org/W1964252479', 'https://openalex.org/W1967335776', 'https://openalex.org/W1968399601', 'https://openalex.org/W1974614011', 'https://openalex.org/W1975914988', 'https://openalex.org/W1976125240', 'https://openalex.org/W1979218299', 'https://openalex.org/W1982623886', 'https://openalex.org/W1989051175', 'https://openalex.org/W1996809823', 'https://openalex.org/W1998439728', 'https://openalex.org/W2001905137', 'https://openalex.org/W2007708322', 'https://openalex.org/W2008343108', 'https://openalex.org/W2010150056', 'https://openalex.org/W2011373971', 'https://openalex.org/W2012118327', 'https://openalex.org/W2013346416', 'https://openalex.org/W2019446850', 'https://openalex.org/W2019510146', 'https://openalex.org/W2022805031', 'https://openalex.org/W2023803733', 'https://openalex.org/W2024014912', 'https://openalex.org/W2024046085', 'https://openalex.org/W2030720783', 'https://openalex.org/W2032210760', 'https://openalex.org/W2035549409', 'https://openalex.org/W2036063587', 'https://openalex.org/W2037849909', 'https://openalex.org/W2040584032', 'https://openalex.org/W2040762260', 'https://openalex.org/W2042315239', 'https://openalex.org/W2042952446', 'https://openalex.org/W2055522016', 'https://openalex.org/W2056214587', 'https://openalex.org/W2067148344', 'https://openalex.org/W2069703366', 'https://openalex.org/W2069930921', 'https://openalex.org/W2076475918', 'https://openalex.org/W2077483615', 'https://openalex.org/W2078082960', 'https://openalex.org/W2078794634', 'https://openalex.org/W2087616278', 'https://openalex.org/W2088165796', 'https://openalex.org/W2088730795', 'https://openalex.org/W2096352448', 'https://openalex.org/W2103219856', 'https://openalex.org/W2103540160', 'https://openalex.org/W2107165817', 'https://openalex.org/W2108949035', 'https://openalex.org/W2110005565', 'https://openalex.org/W2114243276', 'https://openalex.org/W2117350110', 'https://openalex.org/W2120933360', 'https://openalex.org/W2124005542', 'https://openalex.org/W2137034166', 'https://openalex.org/W2139419377', 'https://openalex.org/W2142591013', 'https://openalex.org/W2145862305', 'https://openalex.org/W2150313815', 'https://openalex.org/W2150757437', 'https://openalex.org/W2150764041', 'https://openalex.org/W2155236337', 'https://openalex.org/W2157875785', 'https://openalex.org/W2193194994', 'https://openalex.org/W2205158676', 'https://openalex.org/W2261059368', 'https://openalex.org/W2280221537', 'https://openalex.org/W2318694667', 'https://openalex.org/W2337403412', 'https://openalex.org/W2343905117', 'https://openalex.org/W2474350359', 'https://openalex.org/W2478414316', 'https://openalex.org/W2512839130', 'https://openalex.org/W2514863413', 'https://openalex.org/W2521200999', 'https://openalex.org/W2551944316', 'https://openalex.org/W2554685724', 'https://openalex.org/W2558685994', 'https://openalex.org/W2566857028', 'https://openalex.org/W2567326027', 'https://openalex.org/W2587553210', 'https://openalex.org/W2594352094', 'https://openalex.org/W2603464516', 'https://openalex.org/W2607128338', 'https://openalex.org/W2615216224', 'https://openalex.org/W2623562594', 'https://openalex.org/W2695044028', 'https://openalex.org/W2745775668', 'https://openalex.org/W2760138913', 'https://openalex.org/W2761064215', 'https://openalex.org/W2770534052', 'https://openalex.org/W2774595919', 'https://openalex.org/W2789099021', 'https://openalex.org/W2789665835', 'https://openalex.org/W2793685615', 'https://openalex.org/W2807698901', 'https://openalex.org/W2809889051', 'https://openalex.org/W2810908472', 'https://openalex.org/W2887953559', 'https://openalex.org/W2888879635', 'https://openalex.org/W2911964244', 'https://openalex.org/W2912934387', 'https://openalex.org/W4240141906', 'https://openalex.org/W4240900054', 'https://openalex.org/W4244781008', 'https://openalex.org/W4244934246', 'https://openalex.org/W4244952642', 'https://openalex.org/W4299689471', 'https://openalex.org/W608000491', 'https://openalex.org/W790676990', 'https://openalex.org/W792497092'], 'related_works': ['https://openalex.org/W4388550696', 'https://openalex.org/W4366990902', 'https://openalex.org/W4360777922', 'https://openalex.org/W4321636153', 'https://openalex.org/W4317732970', 'https://openalex.org/W4317376680', 'https://openalex.org/W4313289487', 'https://openalex.org/W3014252901', 'https://openalex.org/W2944292463', 'https://openalex.org/W2188759683'], 'abstract_inverted_index': None, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2892199264', 'counts_by_year': [{'year': 2024, 'cited_by_count': 20}, {'year': 2023, 'cited_by_count': 28}, {'year': 2022, 'cited_by_count': 38}, {'year': 2021, 'cited_by_count': 38}, {'year': 2020, 'cited_by_count': 25}, {'year': 2019, 'cited_by_count': 8}, {'year': 2018, 'cited_by_count': 1}], 'updated_date': '2024-12-11T00:47:42.306628', 'created_date': '2018-09-27'}