<?xml version="1.0" encoding="UTF-8"?><resource xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.3/metadata.xsd" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4"><identifier identifierType="DOI">10.1594/PANGAEA.983896</identifier><creators><creator><creatorName>Helmens, Karin</creatorName><givenName>Karin</givenName><familyName>Helmens</familyName></creator><creator><creatorName>Engels, Stefan</creatorName><givenName>Stefan</givenName><familyName>Engels</familyName><nameIdentifier schemeURI="http://orcid.org/" nameIdentifierScheme="ORCID">0000-0002-2078-0361</nameIdentifier></creator><creator><creatorName>Katrantsiotis, Christos</creatorName><givenName>Christos</givenName><familyName>Katrantsiotis</familyName></creator><creator><creatorName>Kuosmanen, Niina</creatorName><givenName>Niina</givenName><familyName>Kuosmanen</familyName></creator><creator><creatorName>Luoto, Tomi P</creatorName><givenName>Tomi P</givenName><familyName>Luoto</familyName><nameIdentifier schemeURI="http://orcid.org/" nameIdentifierScheme="ORCID">0000-0001-6925-3688</nameIdentifier></creator><creator><creatorName>Salonen, J Sakari</creatorName><givenName>J Sakari</givenName><familyName>Salonen</familyName><nameIdentifier schemeURI="http://orcid.org/" nameIdentifierScheme="ORCID">0000-0002-8847-9081</nameIdentifier></creator><creator><creatorName>Väliranta, Minna</creatorName><givenName>Minna</givenName><familyName>Väliranta</familyName></creator></creators><titles><title>Diatom valve counts of the MIS-5a sediment sequence from Sokli (Finland) in 2010</title></titles><publisher>PANGAEA</publisher><publicationYear>2025</publicationYear><subjects><subject>Chironomids</subject><subject>diatoms</subject><subject>Finland</subject><subject>LOI</subject><subject>Macro-remains</subject><subject>MIS 5a</subject><subject>non-pollen palynomorphs</subject><subject>Odderade</subject><subject>Pollen</subject><subject>Sokli</subject><subject subjectScheme="Parameter">DEPTH, sediment/rock</subject><subject subjectScheme="Parameter">Achnanthes bioretii</subject><subject subjectScheme="Parameter">Achnanthes clevei</subject><subject subjectScheme="Parameter">Achnanthes conspicua</subject><subject subjectScheme="Parameter">Achnanthes distincta</subject><subject subjectScheme="Parameter">Achnanthes exigua</subject><subject subjectScheme="Parameter">Achnanthes flexella</subject><subject subjectScheme="Parameter">Achnanthes helvetica</subject><subject subjectScheme="Parameter">Achnanthes holstii</subject><subject subjectScheme="Parameter">Achnanthes lanceolata</subject><subject subjectScheme="Parameter">Achnanthes joursacense</subject><subject subjectScheme="Parameter">Achnanthes minutissima</subject><subject subjectScheme="Parameter">Achnanthes oestrupii</subject><subject subjectScheme="Parameter">Anomoeoneis brachysira</subject><subject subjectScheme="Parameter">Anomoeoneis sphaerophora</subject><subject subjectScheme="Parameter">Amphora fogediana</subject><subject subjectScheme="Parameter">Amphora libyca</subject><subject subjectScheme="Parameter">Amphora ovalis</subject><subject subjectScheme="Parameter">Amphora pediculus</subject><subject subjectScheme="Parameter">Caloneis bacillum</subject><subject subjectScheme="Parameter">Caloneis silicula</subject><subject subjectScheme="Parameter">Cocconeis placentula</subject><subject subjectScheme="Parameter">Cymatopleura elliptica</subject><subject subjectScheme="Parameter">Cymatopleura solea</subject><subject subjectScheme="Parameter">Cymbella affinis</subject><subject subjectScheme="Parameter">Cymbella aspera</subject><subject subjectScheme="Parameter">Cymbella cistula</subject><subject subjectScheme="Parameter">Cymbella cuspidata</subject><subject subjectScheme="Parameter">Cymbella cymbiformis</subject><subject subjectScheme="Parameter">Cymbella ehrenbergii</subject><subject subjectScheme="Parameter">Cymbella mesiana</subject><subject subjectScheme="Parameter">Cymbella naviculiformis</subject><subject subjectScheme="Parameter">Cymbella proxima</subject><subject subjectScheme="Parameter">Cymbella silesiaca</subject><subject subjectScheme="Parameter">Cymbella sinuata</subject><subject subjectScheme="Parameter">Cymbella subaequalis</subject><subject subjectScheme="Parameter">Cymbella subcuspidata</subject><subject subjectScheme="Parameter">Cymbella spp.</subject><subject subjectScheme="Parameter">Denticula kuetzingii</subject><subject subjectScheme="Parameter">Denticula tenuis</subject><subject subjectScheme="Parameter">Diploneis elliptica</subject><subject subjectScheme="Parameter">Diploneis finnica</subject><subject subjectScheme="Parameter">Epithemia adnata</subject><subject subjectScheme="Parameter">Epithemia argus</subject><subject subjectScheme="Parameter">Epithemia sorex</subject><subject subjectScheme="Parameter">Epithemia turgida</subject><subject subjectScheme="Parameter">Eunotia spp.</subject><subject subjectScheme="Parameter">Fragilaria capucina</subject><subject subjectScheme="Parameter">Fragilaria constricta</subject><subject subjectScheme="Parameter">Fragilaria nitzschioides</subject><subject subjectScheme="Parameter">Fragilaria parasitica</subject><subject subjectScheme="Parameter">Fragilaria pseudoconstruens</subject><subject subjectScheme="Parameter">Fragilaria ulna</subject><subject subjectScheme="Parameter">Frustulia rhomboides</subject><subject subjectScheme="Parameter">Gomphonema acuminatum</subject><subject subjectScheme="Parameter">Gomphonema affine</subject><subject subjectScheme="Parameter">Gomphonema angustatum</subject><subject subjectScheme="Parameter">Gomphonema angustum</subject><subject subjectScheme="Parameter">Gomphonema augur</subject><subject subjectScheme="Parameter">Gomphonema clavatum</subject><subject subjectScheme="Parameter">Gomphonema gracile</subject><subject subjectScheme="Parameter">Gomphonema olivaceum</subject><subject subjectScheme="Parameter">Gomphonema truncatum</subject><subject subjectScheme="Parameter">Gomphonema spp.</subject><subject subjectScheme="Parameter">Gyrosigma acuminatum</subject><subject subjectScheme="Parameter">Melosira lineata</subject><subject subjectScheme="Parameter">Melosira moniliformis</subject><subject subjectScheme="Parameter">Melosira nummuloides</subject><subject subjectScheme="Parameter">Navicula bacillum</subject><subject subjectScheme="Parameter">Navicula capitata</subject><subject subjectScheme="Parameter">Navicula cari</subject><subject subjectScheme="Parameter">Navicula crucicula</subject><subject subjectScheme="Parameter">Navicula cryptocephala</subject><subject subjectScheme="Parameter">Navicula decussis</subject><subject subjectScheme="Parameter">Navicula elginensis</subject><subject subjectScheme="Parameter">Navicula exigua</subject><subject subjectScheme="Parameter">Navicula exigua var. signata</subject><subject subjectScheme="Parameter">Navicula gastrum</subject><subject subjectScheme="Parameter">Navicula jentzschii</subject><subject subjectScheme="Parameter">Navicula laevissima</subject><subject subjectScheme="Parameter">Navicula laterostrata</subject><subject subjectScheme="Parameter">Navicula libonensis</subject><subject subjectScheme="Parameter">Navicula menisculus</subject><subject subjectScheme="Parameter">Navicula mutica</subject><subject subjectScheme="Parameter">Navicula oblonga</subject><subject subjectScheme="Parameter">Navicula placentula</subject><subject subjectScheme="Parameter">Navicula protracta</subject><subject subjectScheme="Parameter">Navicula pupula</subject><subject subjectScheme="Parameter">Navicula radiosa</subject><subject subjectScheme="Parameter">Navicula recens</subject><subject subjectScheme="Parameter">Navicula reinhardtii</subject><subject subjectScheme="Parameter">Navicula rhynchocephala</subject><subject subjectScheme="Parameter">Navicula scutelloides</subject><subject subjectScheme="Parameter">Navicula seibigiana</subject><subject subjectScheme="Parameter">Navicula similis</subject><subject subjectScheme="Parameter">Navicula slesvicensis</subject><subject subjectScheme="Parameter">Navicula striolata</subject><subject subjectScheme="Parameter">Navicula tuscula</subject><subject subjectScheme="Parameter">Navicula viridula</subject><subject subjectScheme="Parameter">Neidium ampliatum</subject><subject subjectScheme="Parameter">Neidium dubium</subject><subject subjectScheme="Parameter">Neidium productum</subject><subject subjectScheme="Parameter">Nitzschia amphibia</subject><subject subjectScheme="Parameter">Nitzschia angustata</subject><subject subjectScheme="Parameter">Nitzschia frustulum</subject><subject subjectScheme="Parameter">Pinnularia gibba</subject><subject subjectScheme="Parameter">Pinnularia interrupta</subject><subject subjectScheme="Parameter">Pinnularia maior</subject><subject subjectScheme="Parameter">Pinnularia microstauron</subject><subject subjectScheme="Parameter">Pinnularia nodosa</subject><subject subjectScheme="Parameter">Pinnularia viridis</subject><subject subjectScheme="Parameter">Pinnularia spp.</subject><subject subjectScheme="Parameter">Pseudostaurosira robusta</subject><subject subjectScheme="Parameter">Rhoicosphenia abbreviata</subject><subject subjectScheme="Parameter">Rhopalodia gibba</subject><subject subjectScheme="Parameter">Stauroneis anceps</subject><subject subjectScheme="Parameter">Stauroneis phoenicenteron</subject><subject subjectScheme="Parameter">Stauroneis smithii</subject><subject subjectScheme="Parameter">Staurosira brevistriata</subject><subject subjectScheme="Parameter">Staurosira construens</subject><subject subjectScheme="Parameter">Staurosira construens var. binodis</subject><subject subjectScheme="Parameter">Staurosira construens var. construens</subject><subject subjectScheme="Parameter">Staurosira construens var. subsalina</subject><subject subjectScheme="Parameter">Staurosira construens var. venter</subject><subject subjectScheme="Parameter">Staurosirella lapponica</subject><subject subjectScheme="Parameter">Staurosira neoproducta</subject><subject subjectScheme="Parameter">Staurosirella pinnata</subject><subject subjectScheme="Parameter">Staurosirella leptostauron</subject><subject subjectScheme="Parameter">Staurosirella martyi</subject><subject subjectScheme="Parameter">Tetracyclus ellipticus</subject><subject subjectScheme="Parameter">Tetracyclus emarginatus</subject><subject subjectScheme="Parameter">Tetracyclus glans</subject><subject subjectScheme="Parameter">Tetracyclus rupestris</subject><subject subjectScheme="Parameter">Aulacoseira distans</subject><subject subjectScheme="Parameter">Aulacoseira lirata</subject><subject subjectScheme="Parameter">Aulacoseira valida</subject><subject subjectScheme="Parameter">Cyclotella meneghiniana</subject><subject subjectScheme="Parameter">Tabellaria fenestrata</subject><subject subjectScheme="Parameter">Tabellaria flocculosa</subject><subject subjectScheme="Parameter">Aulacoseira alpigena</subject><subject subjectScheme="Parameter">Aulacoseira ambigua</subject><subject subjectScheme="Parameter">Aulacoseira crenulata</subject><subject subjectScheme="Parameter">Aulacoseira islandica</subject><subject subjectScheme="Parameter">Aulacoseira granulata</subject><subject subjectScheme="Parameter">Aulacoseira granulata var. angustissima</subject><subject subjectScheme="Parameter">Aulacoseira italica</subject><subject subjectScheme="Parameter">Aulacoseira lacustris</subject><subject subjectScheme="Parameter">Aulacoseira muzzanensis</subject><subject subjectScheme="Parameter">Aulacoseira subarctica</subject><subject subjectScheme="Parameter">Cyclostephanos dubius</subject><subject subjectScheme="Parameter">Cyclotella radiosa</subject><subject subjectScheme="Parameter">Cyclotella stelligera</subject><subject subjectScheme="Parameter">Stephanodiscus alpinus</subject><subject subjectScheme="Parameter">Stephanodiscus hantzschii</subject><subject subjectScheme="Parameter">Stephanodiscus medius</subject><subject subjectScheme="Parameter">Stephanodiscus minutulus</subject><subject subjectScheme="Parameter">Stephanodiscus neoastraea</subject><subject subjectScheme="Parameter">Diatoma mesodon</subject><subject subjectScheme="Parameter">Diatoma vulgaris</subject><subject subjectScheme="Parameter">Meridion circulare</subject><subject subjectScheme="Parameter">Hantzschia amphioxys</subject><subject subjectScheme="Parameter">Orthoseira roeseana</subject><subject subjectScheme="Parameter">Pinnularia borealis</subject><subject subjectScheme="Parameter">Pinnularia streptoraphe</subject><subject subjectScheme="Parameter">Achnanthes spp.</subject><subject subjectScheme="Parameter">Amphora spp.</subject><subject subjectScheme="Parameter">Aulacoseira spp.</subject><subject subjectScheme="Parameter">Coscinodiscus spp.</subject><subject subjectScheme="Parameter">Cyclotella spp.</subject><subject subjectScheme="Parameter">Navicula spp.</subject><subject subjectScheme="Parameter">Unknown</subject><subject subjectScheme="Parameter">Diatoms, tertiary</subject><subject subjectScheme="Parameter">Diatoms, benthic</subject><subject subjectScheme="Parameter">Diatoms, tychoplanktic</subject><subject subjectScheme="Parameter">Diatoms, planktic</subject><subject subjectScheme="Parameter">Diatoms, rheophilic</subject><subject subjectScheme="Parameter">Diatoms, aerophilic</subject><subject subjectScheme="Parameter">Diatoms indeterminata</subject><subject subjectScheme="Parameter">Diatoms</subject><subject subjectScheme="Method">Hydraulic piston corer</subject><subject subjectScheme="Method">Diatom analysis (Battarbee, 1986, in Berglund, Handbook of Holocene Pal.)</subject></subjects><dates><date dateType="Collected">2010-02-15T08:00:00/2010-02-15T17:00:00</date></dates><resourceType resourceTypeGeneral="Dataset">Dataset</resourceType><relatedIdentifiers><relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.1111/bor.12495</relatedIdentifier><relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.1007/0-306-47668-1_8</relatedIdentifier><relatedIdentifier relatedIdentifierType="DOI" relationType="References">10.1016/j.quascirev.2009.03.001</relatedIdentifier></relatedIdentifiers><sizes><size>3938 data points</size></sizes><formats><format>text/tab-separated-values</format></formats><rightsList><rights rightsURI="https://creativecommons.org/licenses/by/4.0/" schemeURI="https://spdx.org/licenses/" rightsIdentifierScheme="SPDX" rightsIdentifier="CC-BY-4.0">Creative Commons Attribution 4.0 International</rights></rightsList><descriptions><description descriptionType="Abstract">This dataset provides counts of diatom valves for the MIS-5a sediment sequence retrieved from Sokli (Finland) in 2010. Counts per taxon are presented against depth (m); total sums for classes of diatoms (e.g. Sum Benthic Taxa) are presented as well. The diatom dataset provides information on MIS 5a lake ecosystem dynamics (Helmens et al., 2021). A total of 22 samples were selected for diatom analysis. Diatoms were extracted from the sediment following the protocol presented by Battarbee et al. (2003). First, organic matter was oxidized in H2O2 in a water bath (at c. 100 °C). Subsequently, carbonates were removed by 10% HCl treatment (no visible reaction). Clay particles were decanted from 100 ml beakers after sedimentation overnight. Sand grains were removed after five seconds of sedimentation. The residue was mounted in Naphrax® and analysed under a light microscope with X1000 magnification using immersion oil. Flora used for species identification and information on ecological preferences are presented in Helmens et al. (2009). A minimum of 500 diatom valves were identified from each of the samples (average count = 1322, range = 531-2264 valves). All analyses were performed in the laboratories Stockholm University, Sweden.</description><description descriptionType="TechnicalInfo">Further funding was provided by SKB (Swedish Nuclear Fuel and Waste Management Company) and the Bolin Centre for Climate Research.</description></descriptions><geoLocations><geoLocation><geoLocationPoint><pointLongitude>29.30027778</pointLongitude><pointLatitude>67.80027778</pointLatitude></geoLocationPoint></geoLocation><geoLocation><geoLocationPlace>Finland</geoLocationPlace></geoLocation></geoLocations></resource>