cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.es8hd9
title: Occurrence Download

description: A dataset containing 2425308960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abronia latifolia Eschsch., Abronia maritima Nutt. ex S.Watson, Abronia umbellata Lam., Ambrosia chamissonis (Less.) Greene, Animalia, Anniella pulchra nigra Fischer, 1885, Atriplex californica Moq., Atriplex leucophylla (Moq.) D.Dietr., Cakile edentula (Bigelow) Hook., Cakile maritima Scop., Calystegia soldanella (L.) R.Br., Camissoniopsis cheiranthifolia (Hornem. ex Spreng.) W.L.Wagner & Hoch, Camissoniopsis lewisii (P.H.Raven) W.L.Wagner & Hoch, Carpobrotus edulis (L.) N.E.Br., Chloropyron maritimum subsp. maritimum, Chorizanthe pungens var. pungens, Cirsium rhothophilum S.F.Blake, Coelus globosus LeConte, 1851, Conicosia pugioniformis (L.) N.E.Br., Coreopsis gigantea (Kellogg) H.M.Hall, Corethrogyne filaginifolia (Hook. & Arn.) Nutt., Croton californicus Müll.Arg., Cryptantha clevelandii Greene, Cryptantha Lehm. ex Fisch. & C.A.Mey., Distichlis spicata (L.) Greene, Dithyrea maritima (Davidson ex B.L.Rob.) Davidson, Dudleya lanceolata (Nutt.) Britton & Rose, Ehrharta calycina Sm., Ericameria ericoides (Less.) Jeps., Erysimum capitatum var. angustatum (Greene) Rossbach, Erysimum menziesii (Benth. & Hook.f.) Wettst., Euphilotes battoides allyni (Shields, 1975), Euphilotes enoptes smithi (Mattoni, 1954), Frankenia salina (Molina) I.M.Johnst., Gilia tenuiflora subsp. arenaria (Benth.) A.D.Grant & V.E.Grant, Glaucopsyche lygdamus palosverdesensis Perkins & Emmel, 1977, Hazardia squarrosa (Hook. & Arn.) Greene, Helminthoglypta fieldi Pilsbry, 1930, Helminthoglypta walkeriana (Hemphill, 1911), Isocoma menziesii (Hook. & Arn.) G.L.Nesom, Jaumea carnosa (Less.) A.Gray, Layia carnosa (Nutt.) Torr. & A.Gray, Lupinus chamissonis Eschsch., Malacothrix incana (Nutt.) Torr. & A.Gray, Oenothera deltoides var. howellii Munz, Phacelia argentea A.Nelson & J.F.Macbr., Phrynosoma blainvillii Gray, 1839, Phyllospadix Hook., Pseudognaphalium californicum (DC.) Anderb., Rhachocnemis validus (Scudder, 1894), Salicornia virginica L., Senecio blochmaniae Greene, Speyeria zerene hippolyta (Edwards, 1879), Sternula antillarum browni (Mearns, 1916), Suaeda californica S.Watson)"
 ]
}

 The dataset includes 2425308960 records from 58477 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035029-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-53788
title: The gift of tongues: what is it?, 1914

description: [description english/roman)] Address entitled "The gift of tongues: what is it? being a reply to Dr. A.C. Dixon" by T.B. Barratt, delivered in Möllergaten 38, Kristiania, 20 June 1914, on the occasion of his address on "tongues" in "Sammenkomstens Telt" (the Tent of meeting), Kristiania, 19 June 1914.
DOI: 10.6084/m9.figshare.25686405
title: 2024_04_24

description: DAl21_GWAS.csv is the genotypic matrixmultitrait2.csv is the file with single trait (ST) and multitrait (MT) BLUP values.VarImp.csv is the file with machine learning variable importance by marker. SVM, support vector machine. RF, random forest.
DOI: 10.25549/pcra-c14-53435
title: The truth about the pentecostal revival, [1908]

description: [description english/roman)] Published lecture [45 pages] entitled "The truth about the pentecostal revival" by Pastor C.B. Barratt [i.e. T.B. Barratt (of Christiania, Norway) in Zurich, London, and elsewhere, [1908]. With a preface by Cecil Polhill.
DOI: 10.25549/pcra-c14-53277
title: Correspondence to Mrs. Penn-Lewis, 1908

description: [description english/roman)] One letter and two cards from Alexander A. Boddy (All Saints Vicarage, Monkwearmouth, Sunderland, England) to Mrs. Penn-Lewis (Toller Road, Leicester, England): letter (handwritten, 1p.), 26 Jan. 1908; card (handwritten), 1 Feb., 1908; card (handwritten), 6 Feb. 1908.
DOI: 10.15468/dl.99kxge
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasuella olivacea (Gray, 1865)"
 ]
}

 The dataset includes 450 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074968-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xat4pf
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia filispina L.B.Sm."
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081600-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqgdfd
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cylindroiulus truncorum (Silvestri, 1896))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 93 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238589-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hbw1z
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009683-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mxfqk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia fluvialis L.B.Sm. & Betancur"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081623-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-53283
title: Notice and ticket for Conference at Sunderland, Whitsuntide, 1908

description: [description english/roman)] Preliminary notice and admission ticket for Conference at Sunderland, Whitsuntide, England, 6-11 June 1908.
DOI: 10.15468/dl.h4g53c
title: Occurrence Download

description: A dataset containing 2781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puccinellia nuttalliana (Schult.) Hitchc."
 ]
}

 The dataset includes 2781 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098246-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwe94q
title: Occurrence Download

description: A dataset containing 202004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caloplaca cerina (Hedw.) Th.Fr., Caloplaca xerica Poelt & Vĕzda, Calopteryx splendens Harris, 1780)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 202004 records from 791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0358284-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmboeu
title: Occurrence Download

description: A dataset containing 12014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sporophila minuta (Linnaeus, 1758)"
 ]
}

 The dataset includes 12014 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009683-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v79mf
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ponerorchis brevicalcarata (Finet) Soó"
 ]
}

 The dataset includes 156 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093023-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzajkp
title: Occurrence Download

description: A dataset containing 111935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mycteria leucocephala (Pennant, 1769)"
 ]
}

 The dataset includes 111935 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0378467-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-53744
title: Pentecost for tramway men, and others, 1907

description: [description english/roman)] Tract which encourages a life in the Spirit not the old sinful nature [16 pages] entitled "Pentecost for tramway men, and others" by Pastor T.B. Barratt, Christiania, Norway.
DOI: 10.15468/dl.xhhtju
title: Occurrence Download

description: A dataset containing 271434 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Hungary"
 ]
}

 The dataset includes 271434 records from 666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009683-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jcwkn
title: Occurrence Download

description: A dataset containing 1042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stipa glareosa"
 ]
}

 The dataset includes 1042 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009427-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzw3b5
title: Occurrence Download

description: A dataset containing 17925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Troglodytes aedon"
 ]
}

 The dataset includes 17925 records from 526 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009425-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r6mtq
title: Occurrence Download

description: A dataset containing 13998 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'MK'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2001 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 13998 records were derived from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009407-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2gwsy
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009428-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqjyhe
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 320 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009429-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45f296
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009430-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srdb9k
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stevia rzedowskii"
 ]
}

 The dataset includes 16 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009431-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13083331
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nec9zn
title: Occurrence Download

description: A dataset containing 55087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Year is 1931"
 ]
}

 The dataset includes 55087 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009382-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m6h78
title: Occurrence Download

description: A dataset containing 2231 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'LY'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2001 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 2231 records were derived from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009412-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15696151
title: Spatial2GWAS: a database for linking spatial transcriptomic regions with GWAS traits

description: Filename_scdrs_significant_group_table.tar.gz: the spatial region-GWAS trait association analysis results using the scDRS method

Filename_gene_associated_table.tar.gz: genes co-expressed with GWAS  trait-associated genes identified using Pearson's correlation analysis

Filename_drug_target.tar.gz: overlap of genes co-expressed with GWAS  trait-associated genes and drug targets in DGIdb 5.0

Filename_spot_DEGs_table.tar.gz: differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_DEGs_table.tar.gz: differentially expressed genes between trait-related and unrelated spatial regions

Filename_spot_GO_table.tar.gz: enriched GO terms based on differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_GO_table.tar.gz: enriched GO terms based on differentially expressed genes between trait-related and unrelated spatial regions

Filename_spot_KEGG_table.tar.gz: enriched KEGG pathways based on differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_KEGG_table.tar.gz: enriched KEGG pathways based on differentially expressed genes between trait-related and unrelated spatial regions

analysis code.zip: scripts for scDRS pipeline and downstream analysis
DOI: 10.5281/zenodo.16880800
title: Spatial2GWAS: a database for linking spatial transcriptomic regions with GWAS traits

description: Filename_scdrs_significant_group_table.tar.gz: the spatial region-GWAS trait association analysis results using the scDRS method

Filename_gene_associated_table.tar.gz: genes co-expressed with GWAS  trait-associated genes identified using Pearson's correlation analysis

Filename_drug_target.tar.gz: overlap of genes co-expressed with GWAS  trait-associated genes and drug targets in DGIdb 5.0

Filename_spot_DEGs_table.tar.gz: differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_DEGs_table.tar.gz: differentially expressed genes between trait-related and unrelated spatial regions

Filename_spot_GO_table.tar.gz: enriched GO terms based on differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_GO_table.tar.gz: enriched GO terms based on differentially expressed genes between trait-related and unrelated spatial regions

Filename_spot_KEGG_table.tar.gz: enriched KEGG pathways based on differentially expressed genes between trait-related and unrelated spots/bins

Filename_region_KEGG_table.tar.gz: enriched KEGG pathways based on differentially expressed genes between trait-related and unrelated spatial regions

analysis code.zip: scripts for scDRS pipeline and downstream analysis
DOI: 10.15468/dl.3uyz5j
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis pojeri)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009433-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.