cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/7g2-7jh-sqd
title: Porphyrobaphe iris (L. Pfeiffer, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt3-nby-7mg
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rd3-vxm-74z
title: Conus sponsalis Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dhj-a4r-zzm
title: Pitar rudis (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdw-t65-vhr
title: Ringicula niinoi Nomura, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyk-cgh-342
title: Episcomitra cornicula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4b-1yh-ttt
title: Chondrina cliendentata E. Gittenberger, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0lr-sma-1ll
title: Architectonica laevigata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q30-m6y-bcz
title: Rumina decollata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7z-8vj-kk2
title: Caecum laeve C. B. Adams, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14a-b0d-8ad
title: Pseudosetia azorica Bouchet & Warén, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3v5-rfv-401
title: Plekocheilus distortus (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9x-gfa-bzc
title: Vitularia miliaris (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jmt-c1g-yz2
title: Metaxia metaxa (Delle Chiaje, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kfg-d4v-tny
title: Rabdotus dealbatus (Say, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/shr-ebh-a3s
title: Nannodiella vespuciana (A. d'Orbigny, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4cb-lpk-mjz
title: Napaeus Albers, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93x-t54-at7
title: Porphyrobaphe iris (L. Pfeiffer, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3tdevh
title: Occurrence Download

description: A dataset containing 54076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuculiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 30,60 30,60 60,30 60,30 30))"
 ]
}

 The dataset includes 54076 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001693-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5v4nnm
title: Occurrence Download

description: A dataset containing 14137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mutisia"
 ]
}

 The dataset includes 14137 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001746-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baamj8
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is a6d3e394-732f-4232-8d48-0c75194eb4f7",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 145 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008994-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmugg8
title: Occurrence Download

description: A dataset containing 163199 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plant Specimen in Yunnan, China from Herbarium (PE),Institute of Botany, Chinese Academy of Sciences"
 ]
}

 The dataset includes 163199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011708-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15478776
title: Processed data for: Analysis of Microsatellite Instability Intensity in Single-Cell Resolution with scMnT reveals Tumor Heterogeneity in Colorectal Cancer

description: Processed Scanpy objects for data presented in: Analysis of Microsatellite Instability Intensity in Single-Cell Resolution with scMnT reveals Tumor Heterogeneity in Colorectal Cancer.

Datasets from three different original studies were used in the study (Chen et al., Joanito et al., and Kinker et al.).

Raw sequencing data of the CRC patients are not available here, and should be accessed through the accessions provided in the original studies.

Furthermore, due to the sheer size of the Kinker et al. dataset, we had to split the h5ad file for smooth upload. Therefore, we advise you to merge the 5 



adata_k.preprocessed.NanoMnT.p_.h5ad files using the following line:



adata_k = sc.concat([adata_k1, adata_k2, adata_k3, adata_k4, adata_k5] )
DOI: 10.5281/zenodo.17327157
title: Processed data for: Analysis of Microsatellite Instability Intensity in Single-Cell Resolution with scMnT reveals Tumor Heterogeneity in Colorectal Cancer

description: Processed Scanpy objects for data presented in: Analysis of Microsatellite Instability Intensity in Single-Cell Resolution with scMnT reveals Tumor Heterogeneity in Colorectal Cancer.

Datasets from three different original studies were used in the study (Chen et al., Joanito et al., and Kinker et al.).

Raw sequencing data of the CRC patients are not available here, and should be accessed through the accessions provided in the original studies.

Furthermore, due to the sheer size of the Kinker et al. dataset, we had to split the h5ad file for smooth upload. Therefore, we advise you to merge the 5 



adata_k.preprocessed.NanoMnT.p_.h5ad files using the following line:



adata_k = sc.concat([adata_k1, adata_k2, adata_k3, adata_k4, adata_k5] )
DOI: 10.18739/a2pv6b89b
title: CRUTEM5 SAT Data

description: CRUTEM is a gridded dataset of observed near-surface air temperature anomalies over land. It is a collaborative product of the Climatic Research Unit at the University of East Anglia, the Met Office Hadley Centre and the National Centre for Atmospheric Science. CRUTEM5 is the fifth major version of the dataset, covering the time period from 1850, with a spatial resolution of 5° latitude by 5° longitude and a monthly-mean time resolution. Hemispheric and global mean time series of land air temperature anomalies are also provided.
 The CRUTEM5 grids and derived time series currently include data for the years 1850 to present. The current version of CRUTEM5 is CRUTEM.5.1.0.0, available from the download page.
DOI: 10.15468/dl.e5np9g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus alamosanus (Britton & Rose) Britton & Rose",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202220-220831081235567/datasets/export for details.
DOI: 10.15468/dl.p2rntx
title: Occurrence Download

description: A dataset containing 58314 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammodramus caudacutus (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 58314 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203016-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33z2yr
title: Occurrence Download

description: A dataset listing the 96 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((172.79454 -34.57839,172.85014 -34.63007,172.89088 -34.67487,172.89378 -34.68418,172.97118 -34.76564,173.06253 -34.70397,173.05555 -34.69582,173.02936 -34.65509,173.01284 -34.61851,172.9975 -34.57485,172.9916 -34.52883,172.91962 -34.56777,172.8441 -34.48753,172.79454 -34.57839))",
 "TaxonKey is one of (Insecta, Arachnida, Mollusca, Platyhelminthes, Onychophora, Annelida)"
 ]
}

 The dataset's 96 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249466-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2n2mp
title: Occurrence Download

description: A dataset containing 16882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Vespa velutina Lepeletier, 1836"
 ]
}

 The dataset includes 16882 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202230-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gemjcg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deraeocoris olivaceus (Fabricius, 1777)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203049-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zx59ah
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinodorus amazonicus Rataj",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202237-220831081235567/datasets/export for details.
DOI: 10.15468/dl.e4hm8z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arisaema candidissimum W.W.Sm.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202241-220831081235567/datasets/export for details.
DOI: 10.15468/dl.e2r7qz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipelates curtus (Portevin, 1914)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222603-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g296nx
title: Occurrence Download

description: A dataset containing 17808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tapinoma sessile (Say, 1836), Camponotus pennsylvanicus (De Geer, 1773), Camponotus modoc Wheeler, 1910, Camponotus vicinus Mayr, 1870, Solenopsis invicta Buren, 1972, Pogonomyrmex Mayr, 1868)"
 ]
}

 The dataset includes 17808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203039-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f76x9g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla erecta (L.) Raeusch.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202242-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ev387r
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhincodon typus Smith, 1828",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066499-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s88y9v
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagarosiphon madagascariensis Casp."
 ]
}

 The dataset includes 175 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002851-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvw93v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geum rivale L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202243-220831081235567/datasets/export for details.
DOI: 10.15468/dl.jqnmet
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipteromimus tipuliformis McLachlan, 1875",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 298 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203041-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5qmve
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrilus tsutsumiuchii Ohmomo, 2006",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222605-220831081235567/datasets/export for details.
DOI: 10.15468/dl.zt35yr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis metuliferus E.Mey. ex Schrad.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202253-220831081235567/datasets/export for details.
DOI: 10.15468/dl.av4tjv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lethocerus indicus (Le Peletier & Serville, 1825)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203043-220831081235567/datasets/export for details.
DOI: 10.15468/dl.w7c4hv
title: Occurrence Download

description: A dataset containing 1926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphlonuridae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2002"
 ]
}

 The dataset includes 1926 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266452-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9gkdk
title: Occurrence Download

description: A dataset containing 22034 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus cinereus Vieillot, 1816"
 ]
}

 The dataset includes 22034 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203044-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zan8ms
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachys officinalis (L.) Franch., 1885",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202264-220831081235567/datasets/export for details.
DOI: 10.15468/dl.y664mr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Habrosyne intermedia Bremer, 1864",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222606-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmhdr9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prostanthera rotundifolia R.Br.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202266-220831081235567/datasets/export for details.
DOI: 10.15468/dl.v8b99a
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Vicugna vicugna (Molina, 1782)"
 ]
}

 The dataset includes 464 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203027-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e7aee
title: Occurrence Download

description: A dataset containing 2940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphlonuridae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))",
 "Year is greater than or equal to 2002",
 "Year is less than or equal to 2012"
 ]
}

 The dataset includes 2940 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266453-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpczkp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silvius matsumurai Kono & Takahasi, 1939",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203029-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4tknva
title: Occurrence Download

description: A dataset containing 2035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Siphlonuridae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))",
 "Year is greater than or equal to 2012",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 2035 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266454-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq45xj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron macrophyllum D.Don ex G.Don",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202273-220831081235567/datasets/export for details.
DOI: 10.15468/dl.pdd4w3
title: Occurrence Download

description: A dataset containing 1018 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dieffenbachia oerstedii Schott"
 ]
}

 The dataset includes 1018 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203028-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhddrp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus viridis L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202278-220831081235567/datasets/export for details.