cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15987070
title: Sablefish (Anoplopoma fimbria) genotypes derived from a 300-locus SNP panel: Analyzes of these data are reported in in Gill et al. (Aquaculture; in revision) and Liu et al. (Aquaculture, in revision)

description: This dataset contains sablefish phenotype (weight in kg) and genotype data used for GWAS, Genome Prediction and PHATE analyses. These data are reported in two manuscripts:

“Phenomic and genomic analyses of spine shape in 800 cultured sablefish (Anoplopoma fimbria)”. This study used 300-locus genotypes, spine phenotypes, and PHATE analyses to test the hypothesis that spine curvatures are influenced by genetic variation. This paper reported sample collection details: Implant-1, 2019: 200 individuals collected at harvest in August 2021; Implant-2, 2019: 200 individuals collected at harvest in October 2021; Implant-5, 2019: 380 individuals collected at harvest in February and March 2022.

“Predicting growth rate in sablefish (Anoplopoma fimbria) using a 300-locus SNP panel”. This study used 300-locus genotypes and weight data at harvest to test the hypothesis that variation at one or more of the 300 SNPs was associated with variation in weight. This paper utilized the same data as above but pooled Implant-1 and Implant-2 samples into 'Group-1' (N=400). 'Group-2' (N=380) included individuals from Implant-5, 2019. 
description: Designing the 300 SNP Panel:

The 300-SNP panel was developed before a sablefish chromosome-level genome assembly was available. The reference genome (GCA_000499045.1) contained 208, 506 contigs. One SNP from each of the largest contigs was selected (500 SNPs). For the final panel, 300 of these were selected in an effort to maximize even spacing throughout the genome, while ensuring high minor allele frequencies across all the different aquaculture populations. These 300 loci have now been mapped to the latest genome assembly (see genome.png).
description: Files included in this dataset:



“genotypes_implant1.csv” – Table of 300 SNP loci genotypes for sablefish from Implant-1, 2019 (Group-1) collected in August 2021. 

“genotypes_implant2.csv” – Table of 300 SNP loci genotypes for sablefish from Implant-2, 2019 (Group-1) collected in October 2021.

“genotypes_implant5.csv” – Table of 300 SNP loci genotypes for sablefish from Implant-5, 2019 (Group-2) collected in February and March 2022. 

“weights_implant1.csv” – Table of weight at harvest for sablefish from Implant-1, 2019 (Group-1) collected in August 2021. 

“weights_implant2.csv” – Table of weight at harvest for sablefish from Implant-2, 2019 (Group-1) collected in October 2021. 

“weights_implant5.csv” – Table of weight at harvest for sablefish from Implant-5, 2019 (Group-2) collected in February and March 2022. 

“implant1.png” – Relatedness heatmap for Implant-1, 2019 (Group-1).

“implant2.png” – Relatedness heatmap for Implant-2, 2019 (Group-1).

“implant5.png” – Relatedness heatmap for Implant-5, 2019 (Group-2).

"genome.png" – SNP positions on chromosomes.
description: 'A' represents the minor allele at each locus and genotypes are coded as follows: 0 for missing data, 1 for AA, 2 for AB, and 3 for BB.
DOI: 10.3535/47a-png-z2r
title: Lapsana communis subsp. grandiflora (M. Bieb.) P. D. Sell

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d1a-6c2-q4s
title: Ranunculus caucasicus M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1sx-jpr-6vk
title: Leontopodium leontopodinum (DC.) Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3lx-hnp-76n
title: Delphinium hispanicum Costa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pxk-ymz-erz
title: Leontopodium leontopodinum (DC.) Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vp6-n6b-4gb
title: Vicia peregrina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m8z-f4z-wls
title: Acanthophyllum versicolor Fisch. & C. A. Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wvv-kj6-tdp
title: Astragalus paradoxus Bunge

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3pk-3zm-dfp
title: Lycium depressum Stocks

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sqz-kep-zmp
title: Picnomon acarna (L.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/28n-9qn-rc7
title: Scrophulariaceae Juss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3ph-fv3-yw9
title: Ficaria kochii (Ledeb.) Iranshahr & Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2qn-meg-5wx
title: Leontopodium leontopodinum (DC.) Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1kv-qsb-6v3
title: Leontodon hispidus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/enw-a48-1qw
title: Adonis aestivalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cel-aw0-8vp
title: Delphinium flexuosum M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y8w-2b8-0lv
title: Festuca brunnescens (Tzvelev) Galushko

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gfj-0nt-fjb
title: Linum tenuifolium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h8a-600-0jp
title: Aconitum variegatum subsp. nasutum (Fischer ex Rchb.) Götz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1vg-vwa-xhk
title: Lythrum salicaria L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fv1-hfk-j8a
title: Festuca musbelica (Reverd.) Ikonn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n37-kpt-hzy
title: Inula oculus-christi L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qya-bph-wx6
title: Delphinium flexuosum M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xj4-h3x-87v
title: Festuca chalcophaea V.I.Krecz. & Bobrov

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zk9-8e2-kta
title: Lactuca takhtadzhianii Sosn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lj2-51w-r0d
title: Nepeta nuda L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vsv-vy9-wnp
title: Vicia grandiflora Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d6y-56f-sjc
title: Astragalus alpinus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kb9-ep3-lr0
title: Bromus induratus Hausskn. & Bornm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kc2-wae-1hv
title: Nepeta betonicifolia C.A.Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j22-xns-chq
title: Thalictrum minus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zlp-1ch-e5y
title: Rosa spinosissima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/05w-ca2-e26
title: Scrophulariaceae Juss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cjm-d0s-y89
title: Salvia nemorosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qvq-86j-xlv
title: Scutellaria altissima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xrj-0tt-a1t
title: Symphytum asperum Lepech.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x69-sqh-2qq
title: Alchemilla georgica Juz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7dr-fs1-4j7
title: Linum nervosum Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bj6-rht-27c
title: Scorzonera armeniaca (Boiss. & A. Huet) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rq1-mhj-vaw
title: Verbascum orientale (L.) All.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wyv-fca-j74
title: Rhamnus × spathulifolia Fisch. & C. A. Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cn8-89k-frm
title: Thymus armeniacus Klokov & Des.-Shost.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hkq-blw-f40
title: Alcea tabrisiana (Boiss. & Buhse) Iljin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cyr-ylp-bn1
title: Carex stenophylla subsp. stenophylloides (V.I.Krecz.) T.V.Egorova

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jdm-9ax-abv
title: Tripleurospermum transcaucasicum (Manden.) Pobed.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j7x-j4y-dz0
title: Astragalus brachycarpus M.Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pjr-kry-xly
title: Globularia trichosantha Fisch. & C. A. Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qkd-593-qk7
title: Astragalus sosnowskyi Grossh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tla-r4c-86n
title: Nepeta ucranica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f0k-wwy-6yx
title: Rosa pimpinellifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ty4-dvx-e0w
title: Glycyrrhiza glabra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2sm-9cm-63z
title: Nepeta nuda subsp. nuda

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ts3-trc-2yz
title: Stachys iberica M.Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/va1-b0b-lzv
title: Scrophularia ilwensis K. Koch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ayx-24n-lj0
title: Astragalus halicacabus Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kv5-161-hh9
title: Primula auriculata Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.eqshbs
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-123.11702 49.35553,-123.11508 49.36154,-123.11545 49.364,-123.11627 49.3664,-123.11785 49.36913,-123.11926 49.3708,-123.1241 49.37351,-123.13004 49.37437,-123.13483 49.37385,-123.13909 49.37241,-123.14261 49.36999,-123.1444 49.36619,-123.14475 49.36025,-123.14267 49.35541,-123.13984 49.35189,-123.13592 49.34976,-123.13292 49.34889,-123.12871 49.34894,-123.12329 49.35032,-123.11976 49.35189,-123.11702 49.35553))"
 ]
}

 The dataset includes 727 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074848-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2y9-58a-yev
title: Primula algida Adams

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/thp-gr8-lxb
title: Nymphaea alba L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.s85ph3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ituglanis laticeps)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074849-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gtf-whd-44w
title: Rubus zangezurus Mulk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ljn-ghc-5va
title: Petrosimonia glauca (Pall.) Bunge

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4x6-b25-pj4
title: Tripleurospermum caucasicum (Willd.) Hayek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v9v-nwt-c6q
title: Centaurea aucheri subsp. szowitsii (Boiss.) Wagenitz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/69t-pqd-eh7
title: Linum hypericifolium C. Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b6x-4fe-d3h
title: Goekyighitia rigida (Aucher ex DC.) Yild.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nd6-g3h-fk0
title: Odontites aucheri Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j36-ck4-s7n
title: Scrophularia chrysantha Jaub. & Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y3x-9qx-ktv
title: Pedicularis condensata M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ghz-xke-2xp
title: Lomelosia rotata (M. Bieb.) Greuter & Burdet

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/skh-wlk-20c
title: Verbascum varians Freyn & Sint.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8g4-8xx-4x7
title: Centaurea aucheri (DC.) Wagenitz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mdl-mzf-gej
title: Draba siliquosa M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8q0-vkn-rsl
title: Psephellus carthalinicus Sosn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7j0-az6-2nd
title: Picris pauciflora Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sff-0ah-t2r
title: Euonymus latifolius (L.) Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/011-98j-hp7
title: Psephellus pambakensis Sosn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k1c-e53-e6d
title: Teucrium chamaedrys L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0px-yr6-r72
title: Vicia narbonensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4fv-hk4-9f0
title: Alchemilla sedelmeyeriana Juz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/27n-fhb-yf4
title: Delphinium consolida subsp. divaricatum (Ledeb.) A. Nyár.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/371-9z4-zq0
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3tg-pdr-l5f
title: Ligularia sibirica (L.) Cass.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.bybbmj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smelowskia bartholomewii"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007159-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btpbgu
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anelytropsis papillosus"
 ]
}

 The dataset includes 95 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007155-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8aztnu
title: Occurrence Download

description: A dataset containing 1009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry MULTIPOLYGON (((-97.52516 19.9722, -97.53826 19.98265, -97.53566 19.9722, -97.54719 19.97243, -97.55089 19.96786, -97.55889 19.9633, -97.55831 19.95686, -97.57524 19.9514, -97.57726 19.93824, -97.60578 19.9186, -97.60908 19.91102, -97.6303 19.90455, -97.63774 19.90744, -97.65924 19.9237, -97.67067 19.92921, -97.67646 19.9124, -97.69919 19.91392, -97.73888 19.90772, -97.74425 19.91281, -97.76368 19.91006, -97.77677 19.88002, -97.82058 19.87809, -97.80405 19.84571, -97.79578 19.84337, -97.77649 19.81264, -97.81232 19.80176, -97.81659 19.78936, -97.80956 19.7753, -97.78366 19.76318, -97.77569 19.71707, -97.79296 19.73152, -97.79432 19.70104, -97.77479 19.70573, -97.76017 19.65804, -97.7034 19.62164, -97.6745 19.62762, -97.65142 19.62869, -97.64769 19.62006, -97.63883 19.63208, -97.63596 19.62113, -97.62094 19.64004, -97.60983 19.65234, -97.62111 19.67813, -97.61169 19.69145, -97.61908 19.73084, -97.61428 19.74264, -97.61925 19.74275, -97.6149 19.76301, -97.60164 19.76425, -97.60847 19.78124, -97.59916 19.78903, -97.58962 19.80455, -97.58127 19.82374, -97.54955 19.83412, -97.5412 19.85072, -97.55401 19.86341, -97.54932 19.88277, -97.55898 19.88497, -97.55717 19.89349, -97.53956 19.89903, -97.52239 19.90123, -97.52133 19.90581, -97.52114 19.91085, -97.52708 19.93642, -97.52195 19.94031, -97.53146 19.95195, -97.52516 19.9722)), ((-97.60164 19.76425, -97.5921 19.7664, -97.59002 19.77311, -97.60164 19.76425)), ((-97.52086 19.93524, -97.50961 19.92185, -97.50498 19.92758, -97.51122 19.93468, -97.52086 19.93524)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 1009 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007158-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c66b7v
title: Occurrence Download

description: A dataset containing 818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon kentucki)"
 ]
}

 The dataset includes 818 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10560206
title: Spatial transcriptomics processed data of adrenocortical carcinoma

description: Organism: Homo sapiens

Tissue: Adrenal cortex

Samples: 1 adrenocortical carcinoma (ACC) sample

Experimental design: Frozen tissue sample was cut into 10-μm section, then processed using the Visium Spatial Gene Expression kit (10x Genomics). Adrenal tissue permeabilization condition was optimized using the Visium Spatial Tissue Optimization Kit (10x Genomics), which was found to be ideal at 18 min. Section was stained with H&E (Haematoxylin and eosin, Dako) and imaged using a Lamina Slide Scanner (Perkin Elmer). Dual indexed libraries were prepared using the Library Construction Kit with the Dual Index Kit TT Set A (10x Genomics) and sequenced on a NextSeq 500 platform (Illumina) with paired-end sequencing.

Data processing: The demultiplexing, barcoded processing and gene counting were performed with the Space Ranger software v1.3.1.

File format and content: The dataset includes the image files and filtered expression matrices generated by Space Ranger. Filtered expression matrix is saved as 3 files (***_barcodes.tsv.gz, ***_features.tsv.gz, and ***_matrix.mtx.gz) where *** is replaced by the sample name. Image files are saved as 6 files (***_tissue_hires_image.png, ***_tissue_lowres_image.png, ***_aligned_fiducials.jpg, ***_detected_tissue_image.jpg, ***_scalefactors_json.json, and ***_tissue_positions_list.csv) where *** is replaced by the sample name.
DOI: 10.5281/zenodo.10560207
title: Spatial transcriptomics processed data of adrenocortical carcinoma

description: Organism: Homo sapiens

Tissue: Adrenal cortex

Samples: 1 adrenocortical carcinoma (ACC) sample

Experimental design: Frozen tissue sample was cut into 10-μm section, then processed using the Visium Spatial Gene Expression kit (10x Genomics). Adrenal tissue permeabilization condition was optimized using the Visium Spatial Tissue Optimization Kit (10x Genomics), which was found to be ideal at 18 min. Section was stained with H&E (Haematoxylin and eosin, Dako) and imaged using a Lamina Slide Scanner (Perkin Elmer). Dual indexed libraries were prepared using the Library Construction Kit with the Dual Index Kit TT Set A (10x Genomics) and sequenced on a NextSeq 500 platform (Illumina) with paired-end sequencing.

Data processing: The demultiplexing, barcoded processing and gene counting were performed with the Space Ranger software v1.3.1.

File format and content: The dataset includes the image files and filtered expression matrices generated by Space Ranger. Filtered expression matrix is saved as 3 files (***_barcodes.tsv.gz, ***_features.tsv.gz, and ***_matrix.mtx.gz) where *** is replaced by the sample name. Image files are saved as 6 files (***_tissue_hires_image.png, ***_tissue_lowres_image.png, ***_aligned_fiducials.jpg, ***_detected_tissue_image.jpg, ***_scalefactors_json.json, and ***_tissue_positions_list.csv) where *** is replaced by the sample name.
DOI: 10.15468/dl.kdtvr3
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "GadmGid is CAN.11_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Clupea harengus"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007160-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7wl-2h3-0wc
title: Campanula baumgartenii subsp. beckiana (Hayek) Podlech

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.