Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2003892493', 'doi': 'https://doi.org/10.1111/j.1365-2427.2004.01286.x', 'title': 'ANNA: A new prediction method for bioassessment programs', 'display_name': 'ANNA: A new prediction method for bioassessment programs', 'publication_year': 2004, 'publication_date': '2004-11-15', 'ids': {'openalex': 'https://openalex.org/W2003892493', 'doi': 'https://doi.org/10.1111/j.1365-2427.2004.01286.x', 'mag': '2003892493'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1111/j.1365-2427.2004.01286.x', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S162100826', 'display_name': 'Freshwater Biology', 'issn_l': '0046-5070', 'issn': ['0046-5070', '1365-2427'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], '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/A5087443936', 'display_name': 'Simon Linke', 'orcid': 'https://orcid.org/0000-0002-1797-3947'}, 'institutions': [{'id': 'https://openalex.org/I188329596', 'display_name': 'University of Canberra', 'ror': 'https://ror.org/04s1nv328', 'country_code': 'AU', 'type': 'education', 'lineage': ['https://openalex.org/I188329596']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Simon Linke', 'raw_affiliation_strings': ['Cooperative Research Centre for Freshwater Ecology, University of Canberra, Belconnen, ACT 2601, Australia'], 'affiliations': [{'raw_affiliation_string': 'Cooperative Research Centre for Freshwater Ecology, University of Canberra, Belconnen, ACT 2601, Australia', 'institution_ids': ['https://openalex.org/I188329596']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5103437053', 'display_name': 'Richard H. Norris', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I188329596', 'display_name': 'University of Canberra', 'ror': 'https://ror.org/04s1nv328', 'country_code': 'AU', 'type': 'education', 'lineage': ['https://openalex.org/I188329596']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Richard H. Norris', 'raw_affiliation_strings': ['Cooperative Research Centre for Freshwater Ecology, University of Canberra, Belconnen, ACT 2601, Australia'], 'affiliations': [{'raw_affiliation_string': 'Cooperative Research Centre for Freshwater Ecology, University of Canberra, Belconnen, ACT 2601, Australia', 'institution_ids': ['https://openalex.org/I188329596']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5110608876', 'display_name': 'Daniel P. Faith', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I1328215151', 'display_name': 'Australian Museum', 'ror': 'https://ror.org/02zv4ka60', 'country_code': 'AU', 'type': 'archive', 'lineage': ['https://openalex.org/I1328215151']}], 'countries': ['AU'], 'is_corresponding': False, 'raw_author_name': 'Daniel P. Faith', 'raw_affiliation_strings': ['The Australian Museum, Sydney, NSW 2010, Australia,'], 'affiliations': [{'raw_affiliation_string': 'The Australian Museum, Sydney, NSW 2010, Australia,', 'institution_ids': ['https://openalex.org/I1328215151']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5029716397', 'display_name': 'David Stockwell', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I181653535', 'display_name': 'San Diego Supercomputer Center', 'ror': 'https://ror.org/04mg3nk07', 'country_code': 'US', 'type': 'facility', 'lineage': ['https://openalex.org/I181653535', 'https://openalex.org/I36258959']}, {'id': 'https://openalex.org/I36258959', 'display_name': 'University of California, San Diego', 'ror': 'https://ror.org/0168r3w48', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I36258959']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'David Stockwell', 'raw_affiliation_strings': ['Stockwell DRB, University of California, San Diego, San Diego Supercomputer Center, CA, U.S.A.'], 'affiliations': [{'raw_affiliation_string': 'Stockwell DRB, University of California, San Diego, San Diego Supercomputer Center, CA, U.S.A.', 'institution_ids': ['https://openalex.org/I181653535', 'https://openalex.org/I36258959']}]}], 'institution_assertions': [], 'countries_distinct_count': 2, 'institutions_distinct_count': 4, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': {'value': 4940, 'currency': 'USD', 'value_usd': 4940, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 5.154, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 100, 'citation_normalized_percentile': {'value': 0.871985, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 96, 'max': 97}, 'biblio': {'volume': '50', 'issue': '1', 'first_page': '147', 'last_page': '158'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10302', 'display_name': 'Fish Ecology and Management Studies', 'score': 0.9991, 'subfield': {'id': 'https://openalex.org/subfields/2309', 'display_name': 'Nature and Landscape Conservation'}, '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/T10302', 'display_name': 'Fish Ecology and Management Studies', 'score': 0.9991, 'subfield': {'id': 'https://openalex.org/subfields/2309', 'display_name': 'Nature and Landscape Conservation'}, '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/T10669', 'display_name': 'Freshwater macroinvertebrate diversity and ecology', 'score': 0.9988, '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/T10577', 'display_name': 'Hydrology and Sediment Transport Processes', 'score': 0.998, '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'}}], 'keywords': [], 'concepts': [{'id': 'https://openalex.org/C161584116', 'wikidata': 'https://www.wikidata.org/wiki/Q1952580', 'display_name': 'Multivariate statistics', 'level': 2, 'score': 0.5843381}, {'id': 'https://openalex.org/C27438332', 'wikidata': 'https://www.wikidata.org/wiki/Q2873', 'display_name': 'Principal component analysis', 'level': 2, 'score': 0.51373255}, {'id': 'https://openalex.org/C183115368', 'wikidata': 'https://www.wikidata.org/wiki/Q856577', 'display_name': 'Weighting', 'level': 2, 'score': 0.49407843}, {'id': 'https://openalex.org/C18903297', 'wikidata': 'https://www.wikidata.org/wiki/Q7150', 'display_name': 'Ecology', 'level': 1, 'score': 0.4564171}, {'id': 'https://openalex.org/C71640776', 'wikidata': 'https://www.wikidata.org/wiki/Q16521', 'display_name': 'Taxon', 'level': 2, 'score': 0.42193326}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.3441922}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.3436826}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.26930198}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.12346178}, {'id': 'https://openalex.org/C71924100', 'wikidata': 'https://www.wikidata.org/wiki/Q11190', 'display_name': 'Medicine', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C126838900', 'wikidata': 'https://www.wikidata.org/wiki/Q77604', 'display_name': 'Radiology', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1111/j.1365-2427.2004.01286.x', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S162100826', 'display_name': 'Freshwater Biology', 'issn_l': '0046-5070', 'issn': ['0046-5070', '1365-2427'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320595', 'host_organization_name': 'Wiley', 'host_organization_lineage': ['https://openalex.org/P4310320595'], 'host_organization_lineage_names': ['Wiley'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 35, 'referenced_works': ['https://openalex.org/W168343706', 'https://openalex.org/W1964159096', 'https://openalex.org/W1970664537', 'https://openalex.org/W1982935295', 'https://openalex.org/W1989978633', 'https://openalex.org/W1995489011', 'https://openalex.org/W2006537386', 'https://openalex.org/W2006551359', 'https://openalex.org/W2020874071', 'https://openalex.org/W2023158828', 'https://openalex.org/W2061918161', 'https://openalex.org/W2062631198', 'https://openalex.org/W2071033907', 'https://openalex.org/W2071516866', 'https://openalex.org/W2078125701', 'https://openalex.org/W2083715806', 'https://openalex.org/W2091040079', 'https://openalex.org/W2097752321', 'https://openalex.org/W2099053943', 'https://openalex.org/W2106172235', 'https://openalex.org/W2116544104', 'https://openalex.org/W2122450421', 'https://openalex.org/W2140361353', 'https://openalex.org/W2147618390', 'https://openalex.org/W2152825437', 'https://openalex.org/W2170499113', 'https://openalex.org/W2316291183', 'https://openalex.org/W2318340952', 'https://openalex.org/W2321741636', 'https://openalex.org/W2488828079', 'https://openalex.org/W2522548211', 'https://openalex.org/W2965671035', 'https://openalex.org/W3146425672', 'https://openalex.org/W336559724', 'https://openalex.org/W646591230'], 'related_works': ['https://openalex.org/W2787352659', 'https://openalex.org/W2180954594', 'https://openalex.org/W2127804977', 'https://openalex.org/W2108418243', 'https://openalex.org/W2096006843', 'https://openalex.org/W2052835778', 'https://openalex.org/W2049003611', 'https://openalex.org/W1970611213', 'https://openalex.org/W1707372784', 'https://openalex.org/W164103134'], 'abstract_inverted_index': {'Summary': [0], '1.': [1], 'Cluster': [2], 'analysis': [3], 'of': [4, 145, 160, 175, 213, 263, 271], 'reference': [5, 104, 120, 193], 'sites': [6, 105, 121, 178, 194], 'with': [7], 'similar': [8, 24], 'biota': [9], 'is': [10, 243, 257], 'the': [11, 52, 61, 80, 94, 103, 108, 113, 118, 163, 171, 185, 237, 248, 269, 272], 'initial': [12], 'step': [13, 63], 'in': [14, 73, 179, 225, 261], 'creating': [15, 74], 'River': [16, 31], 'Invertebrate': [17], 'Prediction': [18], 'and': [19, 23, 38, 57, 122, 136, 147, 168, 191, 220, 242, 276], 'Classification': [20], 'System': [21, 33], '(RIVPACS)': [22], 'river': [25], 'bioassessment': [26, 262], 'models': [27, 76, 138, 186, 203], 'such': [28], 'as': [29, 55, 68], 'Australian': [30], 'Assessment': [32, 44], '(AUSRIVAS).': [34], 'This': [35], 'paper': [36, 133], 'describes': [37], 'tests': [39], 'an': [40, 125], 'alternative': [41], 'prediction': [42], 'method,': [43], 'by': [45], 'Nearest': [46], 'Neighbour': [47], 'Analysis': [48], '(ANNA),': [49], 'based': [50, 106, 116], 'on': [51, 107, 117, 139, 189, 247], 'same': [53], 'philosophy': [54], 'RIVPACS': [56], 'AUSRIVAS': [58, 135, 221], 'but': [59], 'without': [60], 'grouping': [62], 'that': [64, 218], 'some': [65], 'people': [66], 'view': [67], 'artificial.': [69], '2.': [70], 'The': [71, 132, 215, 254], 'steps': [72], 'ANNA': [75, 137, 202, 219, 228, 255], 'are:': [77], '(i)': [78], 'weighting': [79], 'predictor': [81], 'variables': [82], 'using': [83], 'a': [84, 99, 143, 196, 209], 'multivariate': [85], 'approach': [86], 'analogous': [87, 128], 'to': [88, 102, 129, 231, 281], 'principal': [89], 'axis': [90], 'correlations,': [91], '(ii)': [92], 'calculating': [93, 124], 'weighted': [95], 'Euclidian': [96], 'distance': [97], 'from': [98], 'test': [100, 177, 190], 'site': [101], 'environmental': [109], 'predictors,': [110], '(iii)': [111], 'predicting': [112], 'faunal': [114], 'composition': [115], 'nearest': [119], '(iv)': [123], 'observed/expected': [126], '(O/E)': [127], 'RIVPACS/AUSRIVAS.': [130], '3.': [131], 'compares': [134], '17': [140], 'datasets': [141], 'representing': [142], 'variety': [144], 'habitats': [146], 'seasons.': [148], 'First,': [149], 'it': [150], 'examines': [151], 'each': [152], "model's": [153], 'regressions': [154, 241], 'for': [155, 206, 236, 259, 267], 'Observed': [156], 'versus': [157, 239], 'Expected': [158], 'number': [159], 'taxa,': [161], 'including': [162], 'r': [164], '2': [165], ',': [166], 'intercept': [167], 'slope.': [169], 'Second,': [170], 'two': [172], 'models’': [173], 'assessments': [174], '79': [176], 'New': [180], 'Zealand': [181], 'are': [182, 187, 204, 222], 'compared.': [183], 'Third,': [184], 'compared': [188], 'presumed': [192], 'along': [195], 'known': [197], 'trace': [198, 249], 'metal': [199, 250], 'gradient.': [200], 'Fourth,': [201], 'evaluated': [205], 'western': [207], 'Australia,': [208], 'geographically': [210], 'distinct': [211], 'region': [212], 'Australia.': [214], 'comparisons': [216], 'demonstrate': [217], 'generally': [223], 'equivalent': [224], 'performance,': [226], 'although': [227], 'turns': [229], 'out': [230], 'be': [232], 'potentially': [233, 244], 'more': [234, 245], 'robust': [235], 'O': [238], 'E': [240], 'accurate': [246], 'gradient': [251], 'sites.': [252], '4.': [253], 'method': [256], 'recommended': [258], 'use': [260], 'rivers,': [264], 'at': [265], 'least': [266], 'corroborating': [268], 'results': [270], 'well': [273], 'established': [274], 'AUSRIVAS‐': [275], 'RIVPACS‐type': [277], 'models,': [278], 'if': [279], 'not': [280], 'replace': [282], 'them.': [283]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2003892493', 'counts_by_year': [{'year': 2024, 'cited_by_count': 1}, {'year': 2023, 'cited_by_count': 1}, {'year': 2021, 'cited_by_count': 3}, {'year': 2020, 'cited_by_count': 2}, {'year': 2018, 'cited_by_count': 3}, {'year': 2017, 'cited_by_count': 2}, {'year': 2016, 'cited_by_count': 2}, {'year': 2015, 'cited_by_count': 6}, {'year': 2014, 'cited_by_count': 8}, {'year': 2013, 'cited_by_count': 6}, {'year': 2012, 'cited_by_count': 7}], 'updated_date': '2024-12-09T05:10:41.246001', 'created_date': '2016-06-24'}