{"id":"https://openalex.org/W3004257531","doi":"https://doi.org/10.5445/ir/1000105237","title":"Novel Methods for Analyzing and Visualizing Phylogenetic Placements","display_name":"Novel Methods for Analyzing and Visualizing Phylogenetic Placements","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3004257531","doi":"https://doi.org/10.5445/ir/1000105237","mag":"3004257531"},"language":"de","primary_location":{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000105237","is_oa":false,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000105237","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"doc-type:doctoralThesis"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5445/ir/1000105237","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005887668","display_name":"Lucas Czech","orcid":"https://orcid.org/0000-0002-1340-9644"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Czech, Lucas","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005887668"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0829,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41872038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.996999979019165,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.996999979019165,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.955299973487854,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9473999738693237,"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/phylogenetic-tree","display_name":"Phylogenetic tree","score":0.58827805519104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4320933520793915},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3732011914253235},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3663681149482727},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2943405508995056},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1162194311618805}],"concepts":[{"id":"https://openalex.org/C193252679","wikidata":"https://www.wikidata.org/wiki/Q242125","display_name":"Phylogenetic tree","level":3,"score":0.58827805519104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4320933520793915},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3732011914253235},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3663681149482727},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2943405508995056},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1162194311618805},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:EVASTAR-Karlsruhe.de:1000105237","is_oa":false,"landing_page_url":"https://publikationen.bibliothek.kit.edu/1000105237","pdf_url":null,"source":{"id":"https://openalex.org/S4306401992","display_name":"Repository KITopen (Karlsruhe Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102335020","host_organization_name":"Karlsruhe Institute of Technology","host_organization_lineage":["https://openalex.org/I102335020"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"doc-type:doctoralThesis"},{"id":"doi:10.5445/ir/1000105237","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000105237","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"mag:3004257531","is_oa":false,"landing_page_url":"https://d-nb.info/1204132739/34","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.5445/ir/1000105237","is_oa":true,"landing_page_url":"https://doi.org/10.5445/ir/1000105237","pdf_url":null,"source":{"id":"https://openalex.org/S7407052948","display_name":"KITopen","issn_l":null,"issn":[],"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2262086822","https://openalex.org/W2800351675","https://openalex.org/W2979940417","https://openalex.org/W2529822789"],"abstract_inverted_index":{"Die":[0,61,151,377,398,559,1056,1246],"DNS":[1,144],"(englisch:":[2],"DNA)":[3],"bildet":[4],"die":[5,20,26,50,76,83,102,109,120,165,172,180,192,221,227,242,286,301,368,373,408,451,503,529,533,552,571,575,593,622,636,664,680,689,700,767,788,819,826,881,892,905,935,965,989,1109,1112,1165,1197,1213,1238],"vererbbare":[6],"Grundlage":[7],"allen":[8],"bekannten":[9,252,429],"Lebens":[10],"auf":[11,52,75,92,130,247,300,315,490,574,715,992,1126,1154,1206,1260],"dem":[12,104,131,195,197,316,470,653,658,663,716],"Planeten.":[13],"Entsprechend":[14],"wichtig":[15],"ist":[16,100,220,236,699,964,1023,1248,1259],"ihre":[17,762,1127],"\"Entschl\u00fcsselung\"":[18],"f\u00fcr":[19,25,171,226,280,372,393,520,750,773,825,856,861,904,934,1067,1073,1077,1084,1111,1274,1285],"Biologie":[21],"im":[22,34,45,146,305,538,1017,1240],"Allgemeinen,":[23],"und":[24,78,95,119,187,200,209,215,278,348,351,385,450,460,484,507,527,563,578,618,650,731,742,785,794,817,839,841,846,876,920,924,1049,1075,1087,1089,1106,1144,1152,1187,1196,1219,1256,1262,1265],"Erforschung":[27,188,1130],"der":[28,47,80,85,108,112,135,138,185,245,267,270,313,426,428,453,537,595,624,713,722,877,899,915,918,926,943,1039,1167,1177],"evolution\u00e4ren":[29],"Zusammenh\u00e4nge":[30],"verschiedener":[31,554],"biologischer":[32],"Artern":[33],"Besonderen.":[35],"In":[36,320,419],"den":[37,66,272,284,335,355,394,410,448,511,567,597,605,638,1191,1207],"letzten":[38],"Jahrzehnten":[39],"hat":[40,64,528,670,1253],"eine":[41,174,365,501,872,912,984],"rasante":[42],"technologische":[43],"Entwicklung":[44,1282],"Bereich":[46],"DNS-Sequenzierung":[48],"stattgefunden,":[49],"auch":[51,89,145,310,832,1052,1072,1110,1175,1280],"absehbare":[53],"Zeit":[54],"noch":[55,415],"nicht":[56,416],"zum":[57,182,535,754,910,1032,1050,1163],"Stillstand":[58],"kommen":[59],"wird.":[60],"biologische":[62,1224],"Forschung":[63],"daher":[65,766,1272],"Bedarf":[67],"an":[68,169,229,761],"computer-gest\u00fctzten":[69],"Methoden":[70,345,541,549,749,830,1061,1120,1182,1205,1231],"erkannt,":[71],"sowohl":[72,1066,1273],"in":[73,90,271,295,334,409,474,572,590,596,891,978,990,1009,1124,1190,1233,1249,1292],"Bezug":[74,91,573,991,1125],"Speicherung":[77],"Verarbeitung":[79],"immensen":[81],"Datenmengen,":[82],"bei":[84],"Sequenzierung":[86],"anfallen,":[87],"als":[88,159,311,489,611,814,956,1071,1174,1279],"deren":[93,330,1005],"Analyse":[94,936],"Visualisierung.":[96],"Eine":[97,239,696,960],"grundlegene":[98],"Fragestellung":[99,698],"dabei":[101,588],"nach":[103],"Stammbaum":[105,225,261],"des":[106,290,357,581,655,660,684,823,874,1148],"Lebens,":[107],"evolution\u00e4re":[110,1006],"Verwandtschaft":[111,288],"Arten":[113,141,253,265,304,328,430,435,601,649,987],"beschreibt.":[114],"Diese":[115,307,339,897,969],"Wissenschaft":[116],"wird":[117,259],"Phylogenetik,":[118],"resultierenden":[121],"Strukturen":[122],"phylogenetische":[123,243],"B\u00e4ume":[124,129,402,477,801],"genannt.":[125],"H\u00e4ufig":[126],"basieren":[127],"diese":[128,213,1082,1091,1153],"Vergleich":[132,1018],"von":[133,189,251,298,360,455,509,523,614,648,703,706,744,805,843,884,962,986,1011,1041,1069,1131,1140,1277,1283],"DNS-Sequenzen":[134,1141],"Arten,":[136,207],"mit":[137,142,184,343,469,634,740,802,834,1179,1215],"Idee,":[139],"dass":[140,570,771,981,1203],"\u00e4hnlicher":[143],"Baum":[147,317,395,494,976],"nah":[148],"beieinander":[149],"liegen.":[150],"Berechnung":[152],"eines":[153],"solchen":[154,232],"Baumes":[155,291,582],"aus":[156,193,231,262,283,662,929,1142],"DNS-Daten":[157],"kann":[158,309,323,422,610,1031],"Optimierungsproblem":[160],"formuliert":[161],"werden,":[162,730,838,1004],"das":[163,756],"durch":[164,399,504,1034,1168],"stetig":[166],"wachsende":[167],"Menge":[168],"Daten":[170,900,947,1160],"Informatik":[173],"Herausforderung":[175],"darstellt.":[176],"Aktuell":[177],"besch\u00e4ftigt":[178,341],"sich":[179,342,518,592,1008,1271],"Mikrobiologie":[181],"Beispiel":[183,755,911],"Erkundung":[186,613],"Proben":[190,233,273,285,336,411,555,576,598,607,639,665,704,728,746,792,836,844,1147],"(Samples),":[191],"Meereswasser,":[194],"Erdreich,":[196],"menschlichen":[198,1149],"K\u00f6rper,":[199],"\u00e4hnlichen":[201,711,803],"Umgebungen":[202,214],"gewonnen":[203],"wurden:":[204],"Welche":[205],"mikrobischen":[206,600],"Bakterien":[208],"andere":[210],"Einzeller,":[211],"bewohnen":[212],"Proben?":[216],"Das":[217],"zugeh\u00f6rige":[218],"Forschungsfeld":[219],"Meta-Genetik.":[222],"Einen":[223],"verl\u00e4sslichen":[224],"aber-millionen":[228],"Sequenzen":[230,246,299,314,714,807],"zu":[234,274,396,412,436,458,461,524,557,637,673,808,895,1019,1210,1226],"errechnen":[235],"praktisch":[237],"unm\u00f6glich.":[238],"Alternative":[240],"bietet":[241,901],"Platzierung":[244,374],"einem":[248,491],"gegebenen":[249,975],"Referenz-Baum":[250,371,568],"(so":[254],"genanntes":[255],"phylogenetisches":[256],"Placement):":[257],"Hierbei":[258],"ein":[260,423,733,795,852],"Referenz-Sequenzen":[263,392],"bekannter":[264,388],"gew\u00e4hlt,":[266],"m\u00f6glichst":[268],"viel":[269],"erwartenden":[275],"Artenvielfalt":[276,414],"abdeckt,":[277,431],"dann":[279,405],"jede":[281,812,888],"Sequenz":[282],"n\u00e4chste":[287],"innerhalb":[289],"bestimmt.":[292],"Dies":[293,516,609,1022],"resultiert":[294],"einer":[296,674,710,921],"Zuordnung":[297,308],"Positionen":[302],"verwandter":[303],"Referenz-Baum.":[306,717],"Verteilung":[312],"verstanden":[318],"werden:":[319],"dieser":[321,951,1060,1098,1159,1242],"Interpretation":[322],"man":[324],"beispielsweise":[325,404,644,1001],"erkennen,":[326],"welche":[327],"(und":[329],"Verwandtschaft)":[331],"besonders":[332,471,602],"h\u00e4ufig":[333],"vertreten":[337],"sind.":[338,998,1116],"Arbeit":[340,952,1243],"neuen":[344,615,1119],"zur":[346,958,1025,1129,1281],"Vor-":[347],"Nachbereitung,":[349],"Analyse,":[350],"Visualisierung":[352,925],"rund":[353],"um":[354,390,447,481,551,800,1222],"Kernbereich":[356],"phylogenetischen":[358],"Placements":[359,454],"DNS-Sequenzen.":[361],"Zun\u00e4chst":[362],"stellen":[363,441,465,546,1090],"wir":[364,442,466,500,534,547,780,1101,1162,1239],"Methode":[366,378,676,972,1083],"vor,":[367,446,468,550],"einen":[369,464,815,974,1033,1063,1164,1254],"geeigneten":[370,1155],"liefern":[375],"kann.":[376,515,695,777],"hei\u00dft":[379],"PhAT":[380,400],"(Phylogenetic":[381],"Automatic":[382],"(Reference)":[383],"Trees),":[384],"nutzt":[386,1266],"Datenbanken":[387],"DNS-Sequenzen,":[389],"geeigenete":[391],"bestimmen.":[397],"produzierten":[401],"sind":[403,932,1232],"interessant,":[406,937],"wenn":[407],"erwartende":[413],"bekannt":[417],"ist:":[418],"diesem":[420],"Fall":[421],"breiter":[424],"Baum,":[425],"viele":[427],"helfen,":[432],"neue,":[433],"unbekannte":[434],"entdecken.":[437],"Im":[438,544,949,1096],"gleichen":[439],"Kapitel":[440],"au\u00dferdem":[443,851,1102],"zwei":[444,548,781],"Behilfs-Methoden":[445],"Prozess":[449,512],"Berechnungen":[452,530,893,1105],"gro\u00dfen":[456,493,1064],"Datens\u00e4tzen":[457,616,1209],"beschleunigen":[459,514],"erm\u00f6glichen.":[462],"Zum":[463,497],"Multilevel-Placement":[467],"gro\u00dfe":[472,521,738],"Referenz-B\u00e4ume":[473],"kleinere,":[475],"geschachtelte":[476],"aufgeteilt":[478],"werden":[479,776,1189],"k\u00f6nnen,":[480,488],"so":[482,757,862,966],"schnellere":[483],"detalliertere":[485],"Platzierungen":[486],"vornehmen":[487],"einzelnen":[492,606],"m\u00f6glich":[495],"w\u00e4ren.":[496],"anderen":[498,1020,1051,1216],"beschreiben":[499],"Pipeline,":[502],"geschickte":[505,1035],"Lastverteilung":[506],"Vermeidung":[508],"Duplikaten":[510],"weiter":[513],"eignet":[517,1270],"insbesondere":[519],"Datens\u00e4tze":[522,739,833],"platzierenden":[525],"Sequenzen,":[526,880],"erst":[531],"erm\u00f6glicht,":[532],"testen":[536],"weiteren":[539],"vorgestellten":[540,1230],"ben\u00f6tigt":[542],"haben.":[543,1245],"Anschluss":[545],"Placement-Ergebnisse":[553],"miteinander":[556],"vergleichen.":[558],"Methoden,":[560,782],"Edge":[561,564,585,628,678,1028],"Dispersion":[562,586],"Correlation,":[565,1029],"visualisieren":[566],"derart,":[569],"interessanten":[577],"relevanten":[579],"Regionen":[580,683],"sichtbar":[583],"werden.":[584,668,736,848],"zeigt":[587],"Regionen,":[589],"denen":[591],"H\u00e4ufigkeit":[594,625],"vorhandenen":[599,690],"stark":[603],"zwischen":[604,646,727,791],"unterscheided.":[608],"erste":[612],"dienen,":[617],"gibt":[619],"Aufschluss":[620],"\u00fcber":[621],"Varianz":[623],"bestimmter":[626],"Arten.":[627],"Correlation":[629],"hingegen":[630],"bezieht":[631],"zus\u00e4tzlich":[632],"Meta-Daten":[633,691,994,1012,1046],"ein,":[635,980],"gesammelt":[640],"wurden.":[641],"Dadurch":[642,999],"k\u00f6nnen":[643,725,831,1000],"Abh\u00e4ngigkeiten":[645],"H\u00e4ufigkeiten":[647],"Faktoren":[651],"wie":[652,708,721,753,909,1013],"pH-Wert":[654,1014],"Bodens":[656],"oder":[657],"Nitrat-Gehalt":[659],"Wassers,":[661],"stammen,":[666],"aufgezeigt":[667],"Es":[669],"damit":[671],"\u00e4hnlichkeiten":[672,726,842],"bestehenden":[675],"names":[677],"PCA,":[679],"ebenfalls":[681],"relevante":[682],"Baumen":[685],"identifizieren":[686],"kann,":[687],"allerdings":[688],"nur":[692],"indirekt":[693],"einbeziehen":[694],"weitere":[697],"Gruppierung":[701],"(Clustering)":[702],"anhand":[705],"Gemeinsamkeiten,":[707],"beispielweise":[709],"Verteilungen":[712,804],"Anhand":[718,1158],"geeigneter":[719],"Distanz-Ma\u00dfe":[720],"Kantorovich-Rubinstein-Distanz":[723],"(KR-Distanz)":[724],"quantifiziert":[729],"somit":[732],"Clustering":[734],"erstellt":[735],"F\u00fcr":[737],"hunderten":[741],"tausenden":[743],"einzlnen":[745],"sto\u00dfen":[747],"bestehende":[748],"diesen":[751,829],"Einsatzzweck,":[752],"genannte":[758,863,967],"Squash":[759],"Clustering,":[760],"Grenzen.":[763],"Wir":[764,849,1080,1134,1287],"haben":[765,850,1016,1081,1100,1135,1161,1288],"$k$-means-Methode":[768],"derart":[769,977],"erweitert,":[770,1088],"sie":[772,939],"Placement-Daten":[774,857,1085],"genutzt":[775],"Dazu":[778],"pr\u00e4sentieren":[779],"Phylogenetic":[783],"$k$-means":[784],"Imbalance":[786],"$k$-means,":[787],"verschiedene":[789,902,1103,1137],"Distanzma\u00dfe":[790],"(KR-Distanz,":[793],"weiteres":[796],"geeignetes":[797],"Ma\u00df)":[798],"nutzen,":[799],"platzierten":[806,879],"gruppieren.":[809],"Sie":[810,1269],"betrachten":[811],"Probe":[813,996],"Datenpunkt,":[816],"nutzen":[818],"zugrunde":[820,1057],"liegende":[821],"Struktur":[822],"Referenz-Baumes":[824,875],"Berechnungen.":[827],"Mit":[828],"zehntausenden":[835],"verarbeitet":[837],"Clusterings":[840],"erkannt":[845],"visualisiert":[847],"Konzept":[853],"namens":[854],"Balances":[855,870,933,954,963],"adaptiert,":[858],"welches":[859],"urspr\u00fcnglich":[860],"OTU-Sequenzen":[864],"(Operational":[865],"Taxonomic":[866],"Units)":[867],"entwickelt":[868,1244],"wurde.":[869],"erlauben":[871],"Beschreibung":[873,898,923],"darauf":[878,906],"ganze":[882],"Gruppen":[883,1002,1054],"Referenz-Arten":[885],"zusammenfasst,":[886],"statt":[887],"Art":[889],"einzeln":[890],"einflie\u00dfen":[894],"lassen.":[896],"Vorteile":[903],"basierenden":[907],"Analysen,":[908,1185],"Robustheit":[913],"gegen\u00fcber":[914],"exakten":[916],"Wahl":[917],"Referenz-Sequenzen,":[919],"anschaulichen":[922],"Ergebnisse.":[927],"Insbesondere":[928],"mathematischer":[930],"Sicht":[931],"da":[938],"problematische":[940],"Artefakte":[941],"aufgrund":[942],"kompositionellen":[944],"Natur":[945],"meta-genetischer":[946],"beheben.":[948],"Zuge":[950,1097,1241],"dienen":[953],"haupts\u00e4chlich":[955],"Zwischenschritt":[957],"Daten-Repr\u00e4sentation.":[959],"Anwendung":[961],"Phylofactorization.":[968],"recht":[970],"neue":[971,1223],"teilt":[973],"Sub-B\u00e4ume":[979],"jeder":[982],"Sub-Baum":[983],"Gruppe":[985],"darstellt,":[988],"gegebene":[993],"pro":[995],"relevant":[997],"identifiziert":[1003],"Merkmale":[1007],"Abh\u00e4ngigkeit":[1010],"angepasst":[1015],"Gruppen.":[1021],"\u00e4hnlich":[1024],"oben":[1026],"genannten":[1027,1118],"aber":[1030],"mathematische":[1036],"Ans\u00e4tze":[1037],"(insbesondere":[1038],"Nutzung":[1040],"Generalized":[1042],"Linear":[1043],"Models)":[1044],"mehrere":[1045],"gleichzeitig":[1047],"einbeziehen,":[1048],"verschachtelte":[1053],"finden.":[1055],"liegenden":[1058],"Ideen":[1059],"bieten":[1062],"Spielraum":[1065],"Analysen":[1068,1170,1217],"Daten,":[1070],"Weiterentwicklungen":[1074],"Erg\u00e4nzungen":[1076],"verwandte":[1078],"Fragestellungen.":[1079],"adaptiert":[1086],"Variante,":[1092],"genannt":[1093],"Placement-Factorization,":[1094],"vor.":[1095],"Adaption":[1099],"erg\u00e4nzende":[1104],"Visalisierungen":[1107],"entwickelt,":[1108],"urspr\u00fcngliche":[1113],"Phylofactorization":[1114],"n\u00fctzlich":[1115],"Alle":[1117,1200],"wurden":[1121],"ausf\u00fchrlich":[1122],"getestet":[1123],"Eignung":[1128],"mikrobiologischen":[1132],"Zusammenh\u00e4ngen.":[1133],"dazu":[1136],"bekannte":[1138],"Datzens\u00e4tze":[1139],"Wasser-":[1143],"Bodenproben,":[1145],"sowie":[1146],"Mikrobioms,":[1150],"verwendet":[1151],"Referenz-B\u00e4umen":[1156],"platziert.":[1157],"Plausibilit\u00e4t":[1166],"unsere":[1169,1204],"erzielten":[1171],"Ergebnisse":[1172,1178,1198],"gepr\u00fcft,":[1173],"Vergleiche":[1176,1188],"\u00e4hnlichen,":[1180],"etablierten":[1181],"vorgenommen.":[1183],"S\u00e4mtliche":[1184,1228],"Visualisierungen,":[1186],"jeweils":[1192],"entsprechenden":[1193],"Kapiteln":[1194],"vorgestellt,":[1195],"dargestellt.":[1199],"Tests":[1201,1276],"zeigen,":[1202],"getesteten":[1208],"Resultaten":[1211],"f\u00fchren,":[1212],"konsistent":[1214],"sind,":[1218,1221],"geeignet":[1220],"Erkenntnisse":[1225],"gewinnen.":[1227],"hier":[1229],"unserer":[1234,1294],"Software-Bibliothek":[1235],"genesis":[1236,1289],"implementiert,":[1237],"Bibliothek":[1247],"modernem":[1250],"C++11":[1251],"geschrieben,":[1252],"modularen":[1255],"funktions-orientierten":[1257],"Aufbau,":[1258],"Speichernutzung":[1261],"Rechengeschwindigkeit":[1263],"optimiert,":[1264],"vorhandene":[1267],"Multi-Prozessor-Umgebungen.":[1268],"schnelle":[1275],"Prototypen,":[1278],"Analyse-Software":[1284],"Endanwender.":[1286],"bereits":[1290],"erfolgreich":[1291],"vielen":[1293],"Projekte":[1295],"eingesetzt.":[1296],"Insbe":[1297]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}