cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12539021
title: Trento 1911 - Building 660

description: Coordinates: N/A Length: 8.37 mWidth: 9.42 mHeight: 16.3 mPoints: 10 Vertices: 48 Primitives: 16 Main Files:
Filename.glb.objbuilding_660.glbLinkbuilding_660.objLinkThumbnails:
Perspective1000x1000512x512256x256128x128Perspective 1LinkLinkLinkLinkPerspective 2LinkLinkLinkLinkPerspective 3LinkLinkLinkLinkPerspective 4LinkLinkLinkLinkPerspective TopLinkLinkLinkLinkChangelog:   - v0.0.2: Thumbnails added, Description updated with Link Tables.
DOI: 10.5281/zenodo.12751179
title: Trento 1911 - Building 660

description: Coordinates: N/A Length: 8.37 mWidth: 9.42 mHeight: 16.3 mPoints: 10 Vertices: 48 Primitives: 16 Main Files:
Filename.glb.xml.objbuilding_660.glbLinkbuilding_660.objLink11570705_edm.xmlLink11570705_metsmods.xmlLinkThumbnails:
Perspective1000x1000512x512256x256128x128Perspective 1LinkLinkLinkLinkPerspective 2LinkLinkLinkLinkPerspective 3LinkLinkLinkLinkPerspective 4LinkLinkLinkLinkPerspective TopLinkLinkLinkLinkChangelog:   - v0.0.2: Thumbnails added, Description updated with Link Tables.  - v0.0.3: Added XMLs for Europeana Data Model (EDM) and MetsMods.
DOI: 10.25625/kxuo3g/4ei1x6
title: amplitude_002_mbr.pkl
DOI: 10.25625/kxuo3g/cw6e30
title: results_tau0p0006.pkl
DOI: 10.25625/kxuo3g/fmcsi1
title: results_msd.pkl
DOI: 10.25625/kxuo3g/xt8l32
title: results_tau0p002.pkl
DOI: 10.25625/kxuo3g/jfzais
title: final_result.txt
DOI: 10.25625/kxuo3g/q29fh8
title: results_tau0p0001.pkl
DOI: 10.25625/kxuo3g/ypm0y3
title: results_tau0p0006_reversed.pkl
DOI: 10.25625/kxuo3g/zgdszv
title: results_1s_reversed.pkl
DOI: 10.25625/kxuo3g/fskkzg
title: amplitude_012.mat
DOI: 10.25625/kxuo3g/jjfx4b
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/jw3jjh
title: active_new.pkl
DOI: 10.25625/kxuo3g/rmrkaa
title: amplitude_008.mat
DOI: 10.25625/kxuo3g/utsxzu
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/lfyd9t
title: amplitude_004.mat
DOI: 10.25625/kxuo3g/tkxl0d
title: amplitude_007.mat
DOI: 10.25625/kxuo3g/ynd33p
title: amplitude_011.mat
DOI: 10.25625/kxuo3g/8jmzef
title: amplitude_010.mat
DOI: 10.25625/kxuo3g/afifdv
title: amplitude_013.mat
DOI: 10.25625/kxuo3g/t15h9u
title: amplitude_009.mat
DOI: 10.25625/kxuo3g/vw2m71
title: amplitude_005.mat
DOI: 10.25625/kxuo3g/ztocq6
title: active.txt
DOI: 10.25625/kxuo3g/3z5uhk
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/4lhpb0
title: amplitude_006.mat
DOI: 10.25625/kxuo3g/v4wqpp
title: results_tau0p01.pkl
DOI: 10.25625/kxuo3g/z3pjec
title: amplitude_003.mat
DOI: 10.25625/kxuo3g/8oel7b
title: slope_x_mirror.mat
DOI: 10.25625/kxuo3g/fq8pgi
title: slope_y_mirror.mat
DOI: 10.25625/kxuo3g/prbjuj
title: Force_Dissi.pkl
DOI: 10.25625/kxuo3g/rnalk5
title: combined_new.pkl
DOI: 10.25625/kxuo3g/zo7cxe
title: results_1s.pkl
DOI: 10.25625/kxuo3g/63w21m
title: passive_new.pkl
DOI: 10.25625/kxuo3g/69ya3v
title: amplitude_001_mbr.pkl
DOI: 10.25625/kxuo3g/dnyrg1
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/iccml5
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/10d2k0
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/7yxybn
title: amplitude_002_mbr.pkl
DOI: 10.25625/kxuo3g/a55fuk
title: results_passive.txt
DOI: 10.25625/kxuo3g/tajj90
title: results_msd.pkl
DOI: 10.25625/kxuo3g/tsqveb
title: amplitude_000_mbr.pkl
DOI: 10.25625/kxuo3g/5u1gcb
title: results_tau0p0006_reversed.pkl
DOI: 10.25625/kxuo3g/ckiwrh
title: results_tau0p0006.pkl
DOI: 10.25625/kxuo3g/fotm6c
title: results_tau0p002.pkl
DOI: 10.25625/kxuo3g/veivrp
title: results_1s_reversed.pkl
DOI: 10.25625/kxuo3g/d8mz25
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/e9i2dw
title: final_result.txt
DOI: 10.25625/kxuo3g/fb1e3k
title: results_tau0p0001.pkl
DOI: 10.25625/kxuo3g/qbzlv4
title: active_new.pkl
DOI: 10.25625/kxuo3g/yzsv36
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/apsnvk
title: amplitude_012.mat
DOI: 10.25625/kxuo3g/d3jm86
title: amplitude_007.mat
DOI: 10.25625/kxuo3g/q0jvfr
title: amplitude_004.mat
DOI: 10.25625/kxuo3g/ugjbcf
title: amplitude_008.mat
DOI: 10.25625/kxuo3g/cwln79
title: amplitude_011.mat
DOI: 10.25625/kxuo3g/jmvt6r
title: active.txt
DOI: 10.25625/kxuo3g/kwksmi
title: amplitude_013.mat
DOI: 10.25625/kxuo3g/ltlmpw
title: amplitude_010.mat
DOI: 10.25625/kxuo3g/oj6vut
title: amplitude_005.mat
DOI: 10.25625/kxuo3g/kynrd4
title: amplitude_003.mat
DOI: 10.25625/kxuo3g/tqoaqg
title: amplitude_006.mat
DOI: 10.25625/kxuo3g/usrxaz
title: results_tau0p01.pkl
DOI: 10.25625/kxuo3g/vf2e3o
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/z692ou
title: amplitude_009.mat
DOI: 10.25625/kxuo3g/0uvbif
title: slope_x.mat
DOI: 10.25625/kxuo3g/7jd1xp
title: Force_Dissi.pkl
DOI: 10.25625/kxuo3g/c53ohs
title: slope_y.mat
DOI: 10.25625/kxuo3g/r10g1c
title: results_1s.pkl
DOI: 10.25625/kxuo3g/syfkhl
title: combined_new.pkl
DOI: 10.25625/kxuo3g/jbcobz
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/phrpvc
title: passive_new.pkl
DOI: 10.25625/kxuo3g/pxpc67
title: amplitude_001_mbr.pkl
DOI: 10.25625/kxuo3g/sn79w0
title: amplitude_000_mbr.pkl
DOI: 10.25625/kxuo3g/w0lrqn
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/10qjla
title: results_msd.pkl
DOI: 10.25625/kxuo3g/ecyi5x
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/glzqip
title: amplitude_002_mbr.pkl
DOI: 10.25625/kxuo3g/ptic5g
title: results_passive.txt
DOI: 10.25625/kxuo3g/vtdlt3
title: results_tau0p0006.pkl
DOI: 10.25625/kxuo3g/ndcuxj
title: van_hove.npy
DOI: 10.25625/kxuo3g/snffvd
title: final_result.npy
DOI: 10.25625/kxuo3g/ubqu69
title: results_tau0p0006_reversed.pkl
DOI: 10.25625/kxuo3g/x2gfnu
title: results_tau0p002.pkl
DOI: 10.25625/kxuo3g/1hx7r2
title: results_tau0p0001.pkl
DOI: 10.25625/kxuo3g/4herzo
title: active_new.pkl
DOI: 10.25625/kxuo3g/fqsi4q
title: final_result.txt
DOI: 10.25625/kxuo3g/gpm36t
title: results_1s_reversed.pkl
DOI: 10.25625/kxuo3g/kn65vb
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/jraqrj
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/m9khbo
title: amplitude_008.mat
DOI: 10.25625/kxuo3g/owkyok
title: amplitude_012.mat
DOI: 10.25625/kxuo3g/tlpxby
title: amplitude_007.mat
DOI: 10.25625/kxuo3g/4xv4uv
title: active.txt
DOI: 10.25625/kxuo3g/6bkpsk
title: amplitude_004.mat
DOI: 10.25625/kxuo3g/dzni5p
title: amplitude_011.mat
DOI: 10.25625/kxuo3g/x8o20l
title: amplitude_005.mat
DOI: 10.25625/kxuo3g/yneafd
title: amplitude_010.mat
DOI: 10.25625/kxuo3g/ikwg3z
title: amplitude_013.mat
DOI: 10.25625/kxuo3g/jjn4ml
title: amplitude_009.mat
DOI: 10.25625/kxuo3g/vgf6vc
title: amplitude_006.mat
DOI: 10.25625/kxuo3g/xbcsqo
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/blyoah
title: results_tau0p01.pkl
DOI: 10.25625/kxuo3g/cgsrfs
title: combined_new.pkl
DOI: 10.25625/kxuo3g/tqhpzz
title: Force_Dissi.pkl
DOI: 10.25625/kxuo3g/uuehuo
title: results_1s.pkl
DOI: 10.25625/kxuo3g/xtynji
title: amplitude_003.mat
DOI: 10.25625/kxuo3g/7mtzzn
title: amplitude_002.mat
DOI: 10.25625/kxuo3g/adyxti
title: passive_new.pkl
DOI: 10.25625/kxuo3g/g1gihv
title: amplitude_001_mbr.pkl
DOI: 10.25625/kxuo3g/jaqhhx
title: amplitude_001.mat
DOI: 10.25625/kxuo3g/tztcjb
title: amplitude_000_mbr.pkl
DOI: 10.25625/kxuo3g/adnre0
title: results_msd.pkl
DOI: 10.25625/kxuo3g/guiyth
title: results_passive.txt
DOI: 10.25625/kxuo3g/t94yp2
title: amplitude_002_mbr.pkl
DOI: 10.25625/kxuo3g/xrgiwq
title: amplitude_000.mat
DOI: 10.25625/kxuo3g/a6a3fb
title: all_results.pkl
DOI: 10.15468/dl.bj9zub
title: Occurrence Download

description: A dataset containing 562806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 562806 records from 559 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010274-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa479d
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callianthe schenckii (K.Schum.) Donnell"
 ]
}

 The dataset includes 26 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150872-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2acmja
title: Occurrence Download

description: A dataset containing 1874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Geometry POLYGON((7.84333 46.10342,8.16661 45.54861,8.63842 45.53114,8.84374 45.70151,9.34176 45.67967,9.62572 45.73646,9.76552 46.09906,9.63009 46.47039,9.3374 46.69756,8.88306 46.13837,8.50299 46.58397,7.84333 46.10342))",
 "TaxonKey is Mollusca"
 ]
}

 The dataset includes 1874 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150871-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.felnhx
title: Occurrence Download

description: A dataset containing 10055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis melo L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 10055 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050039-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5mjk2
title: Occurrence Download

description: A dataset containing 3198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satureja hortensis L."
 ]
}

 The dataset includes 3198 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216553-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8csg4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Munna lundae Menzies, 1962",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060752-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nooklq
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Globba orixensis Roxb."
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050447-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ajhch
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Lepus flavigularis Wagner, 1844"
 ]
}

 The dataset includes 816 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227011-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzag2b
title: Occurrence Download

description: A dataset containing 9100 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Emberiza bruniceps J.F.Brandt, 1841"
 ]
}

 The dataset includes 9100 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060758-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkiy97
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((25.14764 -17.84332,25.19208 -17.84332,25.19208 -17.8214,25.14764 -17.8214,25.14764 -17.84332))",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050040-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg5mcg
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnogyps californianus (Shaw, 1797)",
 "Year 1800-1901"
 ]
}

 The dataset includes 118 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227003-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnaxnx
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis metuliferus E.Mey. ex Schrad.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 191 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050041-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7852082
title: Quantum-Chemical Bonding Database (Unprocessed data : Part 1)

description: This dataset is published as part of our publication: A Quantum-Chemical Bonding Database for Solid-State Materials. Details about the data generation, validation, and metadata description can be found in our publication.
Refer to mpids.txt to see data related to which compounds are available in the tar file. (mp-xxx refer to Materials Project ID)
Refer to README.md file instructions to reproduce the data.
This repository contains only part of the data due to size limitations. The rest of data can be found here:

Part 2
Part 3
Part 4
Part 5
Part 6
Part 7
Part 8
DOI: 10.5281/zenodo.7852083
title: Quantum-Chemical Bonding Database (Unprocessed data : Part 1)

description: This dataset is published as part of our publication: A Quantum-Chemical Bonding Database for Solid-State Materials. Details about the data generation, validation, and metadata description can be found in our publication.
Refer to mpids.txt to see data related to which compounds are available in the tar file. (mp-xxx refer to Materials Project ID)
Refer to README.md file instructions to reproduce the data.
This repository contains only part of the data due to size limitations. The rest of data can be found here:

Part 2
Part 3
Part 4
Part 5
Part 6
Part 7
Part 8
DOI: 10.15468/dl.24t4tv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((35.32496433333334 65.07073733333334, 69.37031999999999 65.07073733333334, 69.37031999999999 82.15736799999999, 35.32496433333334 82.15736799999999, 35.32496433333334 65.07073733333334))",
 "EventDate is 2016-03-01,2016-03-31"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060756-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzuaw9
title: Occurrence Download

description: A dataset containing 100799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylocopa Latreille, 1802"
 ]
}

 The dataset includes 100799 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227008-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2ysyx
title: Occurrence Download

description: A dataset containing 1943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cylindropuntia acanthocarpa (Engelm. & J.M.Bigelow) F.M.Knuth"
 ]
}

 The dataset includes 1943 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050041-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j632gz
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera chunii Merr."
 ]
}

 The dataset includes 151 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196409-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjvrkz
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Coracina boyeri (G.R.Gray, 1846)"
 ]
}

 The dataset includes 1740 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060761-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrsirb
title: Occurrence Download

description: A dataset containing 6813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucurbita pepo L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 6813 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050044-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwetkh
title: Occurrence Download

description: A dataset containing 1309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga densiflora"
 ]
}

 The dataset includes 1309 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17068861
title: Paired blood-brain transcriptomes (GTEx v10)

description: Overview

This dataset contains paired blood and brain RNA-sequencing data from adult human donors. Data were organized into multiple sub-directories and compressed into a ZIP archive. RNA-sequencing data were collected and quantified by the Genotype Tissue Expression (GTEx) Consortium. Tissue-specific gene quantifications were made publically availble (https://gtexportal.org/home/downloads/adult-gtex/bulk_tissue_expression). This is the most recent release of RNA-sequencing data from GTEx (version10). 

Methods

Count data were filtered to retain genes with a minimum of 5 counts and 0.1 reads per kilobase per million mapped reads (RPKM) per tissue in at least 10 donors. Counts were converted to log-2 transcripts per million (TPM) values to adjust for sequencing depth and gene length. Quantile normalization was applied to adjust for between-donor variation in expression distributions. In each tissue, linear regression models were used to remove gene-expression variance attributed to confounding variables, including: age, sex, the top 3 genome-wide principal components of genotypes, PCR method, sequencing platform, ischemic time, RNA integrity number (RIN), and score on Hardy death scale. Additionally, three principal components representing deconvoluted abundances of circulating leukocytes were regressed out of the whole blood gene-expression data.
DOI: 10.5281/zenodo.17068862
title: Paired blood-brain transcriptomes (GTEx v10)

description: Overview

This dataset contains paired blood and brain RNA-sequencing data from adult human donors. Data were organized into multiple sub-directories and compressed into a ZIP archive. RNA-sequencing data were collected and quantified by the Genotype Tissue Expression (GTEx) Consortium. Tissue-specific gene quantifications were made publically availble (https://gtexportal.org/home/downloads/adult-gtex/bulk_tissue_expression). This is the most recent release of RNA-sequencing data from GTEx (version10). 

Methods

Count data were filtered to retain genes with a minimum of 5 counts and 0.1 reads per kilobase per million mapped reads (RPKM) per tissue in at least 10 donors. Counts were converted to log-2 transcripts per million (TPM) values to adjust for sequencing depth and gene length. Quantile normalization was applied to adjust for between-donor variation in expression distributions. In each tissue, linear regression models were used to remove gene-expression variance attributed to confounding variables, including: age, sex, the top 3 genome-wide principal components of genotypes, PCR method, sequencing platform, ischemic time, RNA integrity number (RIN), and score on Hardy death scale. Additionally, three principal components representing deconvoluted abundances of circulating leukocytes were regressed out of the whole blood gene-expression data.
DOI: 10.15468/dl.9rtady
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apionichthys sauli)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.