cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dmkv9e
title: Occurrence Download

description: A dataset containing 2117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Platynus Bonelli, 1810"
 ]
}

 The dataset includes 2117 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198152-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uptnpl
title: Occurrence Download

description: A dataset containing 36700 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dodonaea viscosa (L.) Jacq."
 ]
}

 The dataset includes 36700 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004006-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfry44
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium turbinatum Ormerod & C.S.Kumar"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020934-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnz3js
title: Occurrence Download

description: A dataset containing 104235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Martes Pinel, 1792",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 104235 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014732-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zpo7t
title: Occurrence Download

description: A dataset containing 8878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aulacorhynchus prasinus (Gould, 1833)"
 ]
}

 The dataset includes 8878 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004006-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3u53cu
title: Occurrence Download

description: A dataset containing 1092 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drosophila immigrans Sturtevant, 1921"
 ]
}

 The dataset includes 1092 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025081-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqzfhn
title: Occurrence Download

description: A dataset containing 60653 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UK Roadkill Records"
 ]
}

 The dataset includes 60653 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225248-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g4wkd
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is SWE",
 "OccurrenceStatus is Present",
 "TaxonKey is Pollachius virens (Linnaeus, 1758)"
 ]
}

 The dataset includes 549 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122829-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfv3jk
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Year 1000-1927",
 "Year 1000-2020"
 ]
 },
 "TaxonKey is Scolia hirta hirta"
 ]
}

 The dataset's 1 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008070-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3u8bn
title: Occurrence Download

description: A dataset containing 64597145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "Year 1999-2021"
 ]
}

 The dataset includes 64597145 records from 890 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225237-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mrdp4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex ophiolithica Heenan & de Lange"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122845-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g63saz
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is CHN",
 "GadmGid is TWN.7_1",
 "GadmGid is HKG",
 "GadmGid is MAC"
 ]
 },
 "TaxonKey is Taxus calcicola L.M.Gao & Möller"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274852-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4dluy
title: Occurrence Download

description: A dataset containing 331 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Rhinolophus macrotis macrotis",
 "TaxonKey is Rhinolophus marshalli Thonglongya, 1973",
 "TaxonKey is Rhinolophus paradoxolophus (Bourret, 1951)",
 "TaxonKey is Rhinolophus rex G.M.Allen, 1923",
 "TaxonKey is Rhinolophus montanus Goodwin, 1979",
 "TaxonKey is Rhinolophus philippinensis philippinensis"
 ]
}

 The dataset includes 331 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016355-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8rts2
title: Occurrence Download

description: A dataset containing 350400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primates"
 ]
}

 The dataset includes 350400 records from 675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122809-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qsrgv
title: Occurrence Download

description: A dataset containing 451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "TaxonKey is Dyschoriste Nees"
 ]
}

 The dataset includes 451 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032804-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umteh8
title: Occurrence Download

description: A dataset containing 112287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 112287 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032793-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/da9947c4-9725-4780-b4c0-d2d5db3219ee
title: Data underlying the publication: Sediment fluxes within salt marsh tidal creek systems in the Yangtze Estuary

description: ADCP and OBS data sets measured a secondary creek in Chongming. Measurements in the secondary creek were carried out in late May (2018) and March (2019).  The data includes velocities, pressure, and suspended sediment concentration data sets. The data sets in the main creek were obtained from Wang et al. (2020). https://doi.org/10.1016/j.ecss.2020.106635. Same type of data sets were utilized. These datasets were used to unravel the role of the creek systems in sediment delivery and the mechanisms behind residual sediment flux. Date sets were used for the manuscript entitled Sediment fluxes within salt marsh tidal creek systems in the Yangtze Estuary.
DOI: 10.4121/da9947c4-9725-4780-b4c0-d2d5db3219ee.v1
title: Data underlying the publication: Sediment fluxes within salt marsh tidal creek systems in the Yangtze Estuary

description: ADCP and OBS data sets measured a secondary creek in Chongming. Measurements in the secondary creek were carried out in late May (2018) and March (2019).  The data includes velocities, pressure, and suspended sediment concentration data sets. The data sets in the main creek were obtained from Wang et al. (2020). https://doi.org/10.1016/j.ecss.2020.106635. Same type of data sets were utilized. These datasets were used to unravel the role of the creek systems in sediment delivery and the mechanisms behind residual sediment flux. Date sets were used for the manuscript entitled Sediment fluxes within salt marsh tidal creek systems in the Yangtze Estuary.
DOI: 10.15468/dl.5n6asb
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 5",
 "Year is greater than 2004",
 "Geometry POLYGON ((10.0389972968219006 55.8971600347720781, 10.0389974239708959 55.8971604838799720, 10.0389716699240097 55.8986398987190753, 10.0389723019186334 55.8986421227243113, 10.0389742021257646 55.8986441059969010, 10.0389771599016697 55.8986456265715432, 10.0389808444273090 55.8986465138165443, 10.0389848436831990 55.8986466705690148, 10.0395178698995799 55.8986170643982447, 10.0395205941822887 55.8986167304974373, 10.0399442105179233 55.8985347890337039, 10.0399473889450750 55.8985338555400020, 10.0399499354356934 55.8985324358684323, 10.0399516182862829 55.8985306568762397, 10.0399522914265020 55.8985286779443555, 10.0400189377114764 55.8975581535551171, 10.0400191631257023 55.8975576125126636, 10.0400201342360358 55.8975575063672494, 10.0413925736625611 55.8975564186329024, 10.0413933928179269 55.8975564907789177, 10.0413935170869308 55.8975569506915733, 10.0413678285359698 55.8995045177861201, 10.0413676936802414 55.8995049762957308, 10.0413668733932688 55.8995050425378253, 10.0389577714346068 55.8994847758122830, 10.0389553659402591 55.8994848922538807, 10.0389530491733829 55.8994852766174617, 10.0379979841936233 55.8997048509404522, 10.0379969541815885 55.8997050294512334, 10.0354832382416621 55.9000029392351223, 10.0354822149755396 55.9000029514337768, 10.0354814498836404 55.9000025687892119, 10.0350465637810551 55.8996851744116583, 10.0350461550830943 55.8996847815803406, 10.0350460425608965 55.8996844599418026, 10.0349715232032874 55.8991704303910169, 10.0348746448011177 55.8983973791021214, 10.0348747574812851 55.8983968057700551, 10.0348752219549837 55.8983962905838823, 10.0350138332456229 55.8982934737950927, 10.0350150183252680 55.8982928132741534, 10.0352037907083513 55.8982135456293463, 10.0352046416060166 55.8982132482400189, 10.0368991201320092 55.8977245354237056, 10.0389965181369263 55.8971601599528327, 10.0389972968219006 55.8971600347720781))"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032806-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/b9aea17d-b7a7-4932-a0f1-25209b34c53a
title: Data underlying the publication: Sources of suspended sediments in salt marsh creeks: Field measurements in China and the Netherlands

description: Field data collected in Paulina Saltmarsh from 22nd of July to 31st of August in 2021 are deposited here. The zip. file includes data of ADV (Acoustic Doppler Velocimeter, Nortek AS, Norway) and OBS-3+ (Optic Backscatter Sensor, Campbell Scientific, Australia) in the main creek and on the mudflat, and a pressure sensor OSSI (the Ocean Sensor Systems Wave Gauge Blue, Wave Sensor Company, USA) on the mudflat. Date sets were used for the publication entitled "Sources of suspended sediments in salt marsh creeks: Field measurements in China and the Netherlands". Data in Chongming used in this publication were obtained from Xie et al. (2018). https://doi.org/10.1016/j.jhydrol.2018.10.027.
DOI: 10.4121/b9aea17d-b7a7-4932-a0f1-25209b34c53a.v1
title: Data underlying the publication: Sources of suspended sediments in salt marsh creeks: Field measurements in China and the Netherlands

description: Field data collected in Paulina Saltmarsh from 22nd of July to 31st of August in 2021 are deposited here. The zip. file includes data of ADV (Acoustic Doppler Velocimeter, Nortek AS, Norway) and OBS-3+ (Optic Backscatter Sensor, Campbell Scientific, Australia) in the main creek and on the mudflat, and a pressure sensor OSSI (the Ocean Sensor Systems Wave Gauge Blue, Wave Sensor Company, USA) on the mudflat. Date sets were used for the publication entitled "Sources of suspended sediments in salt marsh creeks: Field measurements in China and the Netherlands". Data in Chongming used in this publication were obtained from Xie et al. (2018). https://doi.org/10.1016/j.jhydrol.2018.10.027.
DOI: 10.15468/dl.27987f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is one of (Agaricomycetes, Pezizomycetes, Leotiomycetes)",
 "Continent is Europe",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Fossil, Human Observation, Living Specimen, Observation, Occurrence evidence, Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032808-240906103802322/datasets/export for details.
DOI: 10.15468/dl.ezg2n4
title: Occurrence Download

description: A dataset containing 112287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 112287 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032803-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pk8tgs
title: Occurrence Download

description: A dataset containing 16458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Donax canniformis (G.Forst.) K.Schum., Schumannianthus dichotomus Gagnep., Phrynium fissifolium Ridl., Phrynium hirtum Ridl., Phrynium grandibracteatum Clausager & Borchs., Phrynium macrocephalum K.Schum., Phrynium interruptum (K.Schum.) Suksathan & Borchs., Phrynium rheedei Suresh & Nicolson, Phrynium imbricatum Roxb., Phrynium villosulum Miq., Phrynium tristachyum Ridl., Phrynium tonkinense Gagnep., Phrynium obscurum Teijsm. & Binn., Phrynium pedunculiferum D.Fang, Phrynium hainanense T.L.Wu & S.J.Chen, Thalia geniculata L., Thalia multiflora Horkel ex Körn., Thalia dealbata Fraser, Goeppertia louisae (Gagnep.) Borchs. & S.Suárez, Goeppertia majestica (Linden) Borchs. & S.Suárez, Goeppertia marantifolia (Standl.) Borchs. & S.Suárez, Goeppertia variegata (K.Koch) Borchs. & S.Suárez, Goeppertia microcephala (Poepp. & Endl.) Borchs. & S.Suárez, Goeppertia undulata (Linden & André) Borchs. & S.Suárez, Goeppertia orbifolia (Linden) Borchs. & S.Suárez, Goeppertia mirabilis (Jacob-Makoy ex É.Morren) Borchs. & S.Suárez, Goeppertia zebrina (Sims) Nees, Goeppertia picturata (K.Koch & Linden) Borchs. & S.Suárez, Goeppertia makoyana (É.Morren) Borchs. & S.Suárez, Goeppertia lindeniana (Wallis) Borchs. & S.Suárez, Goeppertia nigricans (Gagnep.) Borchs. & S.Suárez, Ischnosiphon macarenae L.Andersson, Ischnosiphon ovatus Körn., Ischnosiphon obliquus (Rudge) Körn., Ischnosiphon hirsutus Petersen, Ischnosiphon rotundifolius (Poepp. & Endl.) Körn., Ischnosiphon puberulus Loes., Ischnosiphon cerotus Loes., Ischnosiphon leucophaeus (Poepp. & Endl.) Körn., Pleiostachya pruinosa (Regel) K.Schum., Pleiostachya leiostachya (Donn.Sm.) Hammel, Sanblasia dressleri L.Andersson, Calathea hagbergii H.Kenn., Calathea guzmanioides L.B.Sm. & Idrobo, Calathea timothei H.Kenn., Calathea pluriplicata H.Kenn., Calathea lutea (Aubl.) E.Mey. ex Schult., Calathea marantina (Willd. ex Körn.) K.Koch, Calathea plurispicata H.Kenn., Calathea utilis H.Kenn., Calathea anulque H.Kenn., Calathea lasiostachya Donn.Sm., Calathea crotalifera S.Watson, Monotagma tuberosum Hagberg & R.Erikss., Monotagma juruanum Loes., Monotagma dolosum J.F.Macbr., Monotagma densiflorum (Körn.) K.Schum., Monotagma laxum (Poepp. & Endl.) K.Schum., Monotagma papillosum Hagberg & R.Erikss., Monotagma secundum (Petersen) K.Schum., Monotagma tomentosum K.Schum. ex Loes., Monotagma smaragdinum (Linden & André) K.Schum., Monotagma parvulum Loes.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 16458 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032809-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4u42n
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 5",
 "Year is greater than 2004",
 "Geometry POLYGON ((10.0389972968219006 55.8971600347720781, 10.0389974239708959 55.8971604838799720, 10.0389716699240097 55.8986398987190753, 10.0389723019186334 55.8986421227243113, 10.0389742021257646 55.8986441059969010, 10.0389771599016697 55.8986456265715432, 10.0389808444273090 55.8986465138165443, 10.0389848436831990 55.8986466705690148, 10.0395178698995799 55.8986170643982447, 10.0395205941822887 55.8986167304974373, 10.0399442105179233 55.8985347890337039, 10.0399473889450750 55.8985338555400020, 10.0399499354356934 55.8985324358684323, 10.0399516182862829 55.8985306568762397, 10.0399522914265020 55.8985286779443555, 10.0400189377114764 55.8975581535551171, 10.0400191631257023 55.8975576125126636, 10.0400201342360358 55.8975575063672494, 10.0413925736625611 55.8975564186329024, 10.0413933928179269 55.8975564907789177, 10.0413935170869308 55.8975569506915733, 10.0413678285359698 55.8995045177861201, 10.0413676936802414 55.8995049762957308, 10.0413668733932688 55.8995050425378253, 10.0389577714346068 55.8994847758122830, 10.0389553659402591 55.8994848922538807, 10.0389530491733829 55.8994852766174617, 10.0379979841936233 55.8997048509404522, 10.0379969541815885 55.8997050294512334, 10.0354832382416621 55.9000029392351223, 10.0354822149755396 55.9000029514337768, 10.0354814498836404 55.9000025687892119, 10.0350465637810551 55.8996851744116583, 10.0350461550830943 55.8996847815803406, 10.0350460425608965 55.8996844599418026, 10.0349715232032874 55.8991704303910169, 10.0348746448011177 55.8983973791021214, 10.0348747574812851 55.8983968057700551, 10.0348752219549837 55.8983962905838823, 10.0350138332456229 55.8982934737950927, 10.0350150183252680 55.8982928132741534, 10.0352037907083513 55.8982135456293463, 10.0352046416060166 55.8982132482400189, 10.0368991201320092 55.8977245354237056, 10.0389965181369263 55.8971601599528327, 10.0389972968219006 55.8971600347720781))"
 ]
}

 The dataset includes 68 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032811-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10013085
title: Haplotype-resolved genome of heterozygous African cassava TMEB117 (Manihot esculenta)
title: Genome annotation

description: Cassava (Manihot esculenta) is a vital tropical root crop providing essential dietary energy to over 800 million people in tropical and subtropical regions. As a climate-resilient crop, its significance grows as the human population expands. However, yield improvement faces challenges from biotic and abiotic stress and limited breeding. Advanced sequencing and assembly techniques enabled the generation of a highly accurate, nearly complete, haplotype-resolved genome of the African cassava cultivar TMEB117. With a base-level accuracy of QV > 64, N50 of > 35 Mbp, and 98.9% BUSCO completeness, it is the most accurate cassava genome sequence to date. Over 60% of the genome comprises repetitive elements. We predicted over 45,000 gene models for both haplotypes. This achievement offers valuable insights into the heterozygosity genome organization of the cassava genome, with improved accuracy, completeness, and phased genomes. Due to its high susceptibility to African Cassava Mosaic Virus (ACMV) infections compared to other cassava varieties, TMEB117 provides an ideal reference for studying virus resistance mechanisms, including epigenetic variations and smallRNA expressions.
DOI: 10.5281/zenodo.10117417
title: Haplotype-resolved genome of heterozygous African cassava TMEB117 (Manihot esculenta)
title: Genome assembly and annotation

description: Cassava (Manihot esculenta) is a vital tropical root crop providing essential dietary energy to over 800 million people in tropical and subtropical regions. As a climate-resilient crop, its significance grows as the human population expands. However, yield improvement faces challenges from biotic and abiotic stress and limited breeding. Advanced sequencing and assembly techniques enabled the generation of a highly accurate, nearly complete, haplotype-resolved genome of the African cassava cultivar TMEB117. With a base-level accuracy of QV > 64, N50 of > 35 Mbp, and 98.9% BUSCO completeness, it is the most accurate cassava genome sequence to date. Over 60% of the genome comprises repetitive elements. We predicted over 45,000 gene models for both haplotypes. This achievement offers valuable insights into the heterozygosity genome organization of the cassava genome, with improved accuracy, completeness, and phased genomes. Due to its high susceptibility to African Cassava Mosaic Virus (ACMV) infections compared to other cassava varieties, TMEB117 provides an ideal reference for studying virus resistance mechanisms, including epigenetic variations and smallRNA expressions.