{"id":"https://openalex.org/W2107470983","doi":"https://doi.org/10.1093/bioinformatics/btv194","title":"MetaMapR: pathway independent metabolomic network analysis incorporating unknowns","display_name":"MetaMapR: pathway independent metabolomic network analysis incorporating unknowns","publication_year":2015,"publication_date":"2015-04-05","ids":{"openalex":"https://openalex.org/W2107470983","doi":"https://doi.org/10.1093/bioinformatics/btv194","mag":"2107470983","pmid":"https://pubmed.ncbi.nlm.nih.gov/25847005"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btv194","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv194","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"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/A5028916691","display_name":"Dmitry Grapov","orcid":"https://orcid.org/0000-0002-7204-3128"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitry Grapov","raw_affiliation_strings":["1 National Institutes of Health West Coast Metabolomics Center,","2 Genome Center, University of California Davis, Davis CA 95616, USA and","National Institutes of Health West Coast Metabolomics Center, Genome Center, University of California Davis, Davis CA 95616, USA and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 National Institutes of Health West Coast Metabolomics Center,","institution_ids":["https://openalex.org/I1299303238"]},{"raw_affiliation_string":"2 Genome Center, University of California Davis, Davis CA 95616, USA and","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"National Institutes of Health West Coast Metabolomics Center, Genome Center, University of California Davis, Davis CA 95616, USA and","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082660216","display_name":"Kwanjeera Wanichthanarak","orcid":"https://orcid.org/0000-0003-0245-0833"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwanjeera Wanichthanarak","raw_affiliation_strings":["1 National Institutes of Health West Coast Metabolomics Center,","2 Genome Center, University of California Davis, Davis CA 95616, USA and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 National Institutes of Health West Coast Metabolomics Center,","institution_ids":["https://openalex.org/I1299303238"]},{"raw_affiliation_string":"2 Genome Center, University of California Davis, Davis CA 95616, USA and","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087349635","display_name":"Oliver Fiehn","orcid":"https://orcid.org/0000-0002-6261-8928"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["SA","US"],"is_corresponding":true,"raw_author_name":"Oliver Fiehn","raw_affiliation_strings":["1 National Institutes of Health West Coast Metabolomics Center,","2 Genome Center, University of California Davis, Davis CA 95616, USA and","3 King Abdulaziz University, Biochemistry Department, Jeddah, Saudi Arabia","National Institutes of Health West Coast Metabolomics Center, Genome Center, University of California Davis, Davis CA 95616, USA and King Abdulaziz University, Biochemistry Department, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1 National Institutes of Health West Coast Metabolomics Center,","institution_ids":["https://openalex.org/I1299303238"]},{"raw_affiliation_string":"2 Genome Center, University of California Davis, Davis CA 95616, USA and","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"3 King Abdulaziz University, Biochemistry Department, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"National Institutes of Health West Coast Metabolomics Center, Genome Center, University of California Davis, Davis CA 95616, USA and King Abdulaziz University, Biochemistry Department, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087349635"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I185163786","https://openalex.org/I84218800"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":6.8787,"has_fulltext":false,"cited_by_count":115,"citation_normalized_percentile":{"value":0.97721706,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"31","issue":"16","first_page":"2757","last_page":"2760"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.6539000272750854,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.6539000272750854,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.2734000086784363,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.014999999664723873,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8124040961265564},{"id":"https://openalex.org/keywords/pubchem","display_name":"PubChem","score":0.7739698886871338},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6598973870277405},{"id":"https://openalex.org/keywords/kegg","display_name":"KEGG","score":0.5939630270004272},{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.568312406539917},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.5216875076293945},{"id":"https://openalex.org/keywords/metabolic-network","display_name":"Metabolic network","score":0.5181137919425964},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49718597531318665},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47516340017318726},{"id":"https://openalex.org/keywords/graph-drawing","display_name":"Graph drawing","score":0.46238651871681213},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.41946911811828613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3785535395145416},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3086961507797241},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.2740699052810669},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16111403703689575},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11941444873809814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8124040961265564},{"id":"https://openalex.org/C158180186","wikidata":"https://www.wikidata.org/wiki/Q278487","display_name":"PubChem","level":2,"score":0.7739698886871338},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6598973870277405},{"id":"https://openalex.org/C152724338","wikidata":"https://www.wikidata.org/wiki/Q909442","display_name":"KEGG","level":5,"score":0.5939630270004272},{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.568312406539917},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.5216875076293945},{"id":"https://openalex.org/C101810790","wikidata":"https://www.wikidata.org/wiki/Q2263094","display_name":"Metabolic network","level":2,"score":0.5181137919425964},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49718597531318665},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47516340017318726},{"id":"https://openalex.org/C112953755","wikidata":"https://www.wikidata.org/wiki/Q739462","display_name":"Graph drawing","level":3,"score":0.46238651871681213},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.41946911811828613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3785535395145416},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3086961507797241},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2740699052810669},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16111403703689575},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11941444873809814},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0},{"id":"https://openalex.org/C162317418","wikidata":"https://www.wikidata.org/wiki/Q252857","display_name":"Transcriptome","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053858","descriptor_name":"Metabolic Networks and Pathways","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053858","descriptor_name":"Metabolic Networks and Pathways","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053858","descriptor_name":"Metabolic Networks and Pathways","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D064878","descriptor_name":"Web Browser","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064878","descriptor_name":"Web Browser","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064878","descriptor_name":"Web Browser","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1093/bioinformatics/btv194","is_oa":false,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btv194","pdf_url":null,"source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:25847005","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25847005","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:europepmc.org:3944663","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4528626","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt05n3m1c2","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/05n3m1c2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics, vol 31, iss 16","raw_type":"article"},{"id":"pmh:oai:open-archive.highwire.org:bioinfo:31/16/2757","is_oa":false,"landing_page_url":"http://bioinformatics.oxfordjournals.org/cgi/content/short/31/16/2757","pdf_url":null,"source":{"id":"https://openalex.org/S4406923041","display_name":"HighWire Press Open Archive","issn_l":null,"issn":null,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"TEXT"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1907536774","display_name":null,"funder_award_id":"1 U24DK097154","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"},{"id":"https://openalex.org/G2897933362","display_name":"Promotion and Outreach Core - BERGLUND","funder_award_id":"4u24dk097154-05","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5337941554","display_name":"Functional Cardio-Metabolomics","funder_award_id":"4p20hl113452-05","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G598097928","display_name":null,"funder_award_id":"P20HL113452","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1850084715","https://openalex.org/W1966327575","https://openalex.org/W2011734306","https://openalex.org/W2028421938","https://openalex.org/W2096729078","https://openalex.org/W2099451866","https://openalex.org/W2100963171","https://openalex.org/W2106231528","https://openalex.org/W2131848047","https://openalex.org/W2140207977","https://openalex.org/W2144803530","https://openalex.org/W2159675211","https://openalex.org/W2165944862","https://openalex.org/W2167315466"],"related_works":["https://openalex.org/W2104366126","https://openalex.org/W2235675062","https://openalex.org/W2547231910","https://openalex.org/W2177317049","https://openalex.org/W2918096534","https://openalex.org/W4379536425","https://openalex.org/W4280643212","https://openalex.org/W4205411122","https://openalex.org/W2977457557","https://openalex.org/W4285343267"],"abstract_inverted_index":{"UNLABELLED:":[0],"Metabolic":[1],"network":[2,141],"mapping":[3],"is":[4,98],"a":[5,156],"widely":[6],"used":[7],"approach":[8],"for":[9,37],"integration":[10],"of":[11],"metabolomic":[12,40],"experimental":[13],"results":[14,32,119],"with":[15,46],"biological":[16],"domain":[17,27,90],"knowledge.":[18],"However,":[19],"current":[20],"approaches":[21],"can":[22,126,136],"be":[23,127,137],"limited":[24],"by":[25],"biochemical":[26,89,116],"or":[28,66,91,125],"pathway":[29],"knowledge":[30],"which":[31,108,135],"in":[33,70,86],"sparse":[34],"disconnected":[35],"graphs":[36],"real":[38],"world":[39],"experiments.":[41],"MetaMapR":[42],"integrates":[43],"enzymatic":[44],"transformations":[45],"metabolite":[47,110],"structural":[48],"similarity,":[49],"mass":[50],"spectral":[51],"similarity":[52],"and":[53,77,132,143,155,163],"empirical":[54],"associations":[55,82],"to":[56,80,103],"generate":[57],"richly":[58],"connected":[59],"metabolic":[60],"networks.":[61],"This":[62],"open":[63],"source,":[64],"web-based":[65],"desktop":[67],"software,":[68],"written":[69],"the":[71,104],"R":[72,154],"programming":[73],"language,":[74],"leverages":[75],"KEGG":[76],"PubChem":[78],"databases":[79],"derive":[81],"between":[83,113],"metabolites":[84],"even":[85],"cases":[87],"where":[88],"molecular":[92],"annotations":[93],"are":[94,120,166],"unknown.":[95],"Network":[96],"calculation":[97],"enhanced":[99],"through":[100],"an":[101],"interface":[102],"Chemical":[105],"Translation":[106],"System,":[107],"allows":[109],"identifier":[111],"translation":[112],">200":[114],"common":[115,140],"databases.":[117],"Analysis":[118],"presented":[121],"as":[122,129],"interactive":[123],"visualizations":[124],"exported":[128],"high-quality":[130],"graphics":[131],"numerical":[133],"tables":[134],"imported":[138],"into":[139],"analysis":[142],"visualization":[144],"tools.":[145],"AVAILABILITY":[146],"AND":[147],"IMPLEMENTATION:":[148],"Freely":[149],"available":[150,167],"at":[151,168],"http://dgrapov.github.io/MetaMapR/.":[152,169],"Requires":[153],"modern":[157],"web":[158],"browser.":[159],"Installation":[160],"instructions,":[161],"tutorials":[162],"application":[164],"examples":[165],"CONTACT:":[170],"ofiehn@ucdavis.edu.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":4}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
