cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1381124.10fu
title: SH1381124.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18229616
title: LINF_310014500

description: Amino acid permease 3 | Arginine transporter | AAP3 | aap3 4.7; Leishmania infantum (strain JPCM5)
DOI: 10.15156/bio/sh1381128.10fu
title: SH1381128.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.5281/zenodo.18229615
title: LINF_310014500

description: Amino acid permease 3 | Arginine transporter | AAP3 | aap3 4.7; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18229660
title: TALABALARNING STATISTIK MA'LUMOTLARDAN FOYDALANISH METODIKASINI RIVOJLANTIRISH

description: Maqolada ta’lim berish jarayonida statistik ma’lumotlar bilan ishlash, grafiklarni tuzish, unda tasvirlangan hodisani aniqlash, raqamlarni o‘qish, hodisa va jarayonlarning o‘zgarishni raqamlarda aks ettirish, statistik ma’lumotlardan foydalanishning innovatsion modellarini ishlab chiqish yoritilgan. Ayniqsa, jadvallar bilan ishlash, uning nomini tanlash, o‘lchov birliklarini aniqlash, ustun va chiziqlar nomini belgilash, raqamlarni taqqoslash orqali xulosa chiqarish kompetensiyalarini rivojlantirishga ustuvorlik berilmoqda. Shu bilan birga, hududlarning statistik ko‘rsatkichlarini solishtirish orqali zamonaviy statistik ma’lumotlarni baholash zarurati yuzaga kelmoqda va ushbu mavzularga oid ko‘plab tadqiqotlarda aniqlangan.
DOI: 10.15156/bio/sh1381131.10fu
title: SH1381131.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.v8sdny
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Loudetia lanata"
 ]
}

 The dataset includes 28 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024017-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k789jt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerebratulus pachyrhynchus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017580-251025141854904/datasets/export for details.
DOI: 10.17026/ar/iehncq
title: Fikkersdries DO Vindplaats F Proefsleuven, Archeologische begeleiding en Opgraving Deelgebieden DI-III, F en I. Vitens leidingtracé Fikkersdries-Nijmegen

description: &lt;p&gt;In het kader van de nieuw aan te leggen waterleiding van pompstation Fikkersdries bij Driel naar Nijmegen heeft Antea Group in opdracht van Vitens vanaf 2013 diverse archeologische onderzoeken uitgevoerd.Opgraving:De opgraving heeft sporen opgeleverd, in totaal 22 stuks, in twee evenwijde rijen gelegen. Deze rijen liggen min of meer evenwijdig aan de percelering. UIt de samenstelling en hoeveelheid van het materiaal is duidelijker vast komen te staan dat het (sloop)materiaal betreft van (bakstenen) bebouwing van het klooster. De functie van deze beide sporenrijen zelf is echter niet duidelijk geworden. Mogelijk gaat het om stiepen van een (opvallend) lang, rechthoekig gebouw van na de kloosterfase; in elk geval van na 1588 na Chr, het jaar waarin het klooster moet zijn verwoest. In elk geval kan de geplande waterleiding zonder bezwaar binnen het onderzochte deel van het AMK-terrein worden aangelegd.&lt;/p&gt;
DOI: 10.15468/dl.tfbrj9
title: Occurrence Download

description: A dataset containing 5726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Desmophyllum pertusum, Madrepora oculata, Enallopsammia rostrata, Solenosmilia variabilis, Dendrophyllia cornigera, Dendrophyllia ramea, Desmophyllum dianthus, Callogorgia verticillata, Paragorgia arborea, Paramuricea placomus, Primnoa resedaeformis, Acanella arbuscula, Isidella elongata, Keratoisis, Viminella flagellum, Corallium rubrum, Corallium johnsoni, Leiopathes glaberrima, Antipathella subpinnata, Stichopathes, Antipathes dichotoma)",
 "HasCoordinate is true",
 "Geometry POLYGON((-6 30, 36 30, 36 46, -6 46, -6 30))"
 ]
}

 The dataset includes 5726 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017582-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17531902
title: Shear viscosity of a binary mixture for a relativistic fluid at high temperature

description: Datasets of the figures for :

"Shear viscosity of a binary mixture for a relativistic fluid at high temperature"




arXiv:2510.20704 [hep-ph]
DOI: 10.5281/zenodo.17531901
title: Shear viscosity of a binary mixture for a relativistic fluid at high temperature

description: Datasets of the figures for :

"Shear viscosity of a binary mixture for a relativistic fluid at high temperature"




arXiv:2510.20704 [hep-ph]
DOI: 10.5281/zenodo.17306711
title: Tubulin Imaging Datasets for Algorithm-Driven, Phenotype-Directed Bioactive Molecular Discovery

description: This repository contains all the biological data related to Cell Painting Assay and Tubulin-based validation experiments reported in the article ''Algorithm-Driven, Phenotype-Directed Bioactive Molecular Discovery'.  There are three main directories as compressed files an one single uploaded separately.

1- High-content-imaging_SYP555.zip: Full data set of microscopy imaging files (384 images captured under three channels: Tubulin - c0, phase contrast - c1, DAPI - c2) for HeLa cell labelling using the SYP555-tubulin probe.  To facilitate the navigation on this dataset, the file names contain a scene number that matches the image.ID specified in the data structure.csv file (e.g. Tub-SYP555-HeLa_2587_h0s10t0z0c2x145735-3435y9867-3435, scene/image.ID = 10) saved in the folder containing the biological features measured (Biological-measurements_csv). Additional information such as the aggregated median values, cell counts, experimental conditions and compound nomenclature used, as well as the data underpinning figures 8b and supplementary material have been provided.

2- Immunofluorescen microscopy (IFAs-pSer-H3.zip): This folder contains data related to the analysis of mitotic arrest using antibody labeling on fixed cells. The Maximum intensity projections and raw z-sectioning confocal images (.czi file) are presented in the _uncropped.zip folder. Both numerical values and visualisation output related to the figure 6c can be found in folder Panel_Fig6c.zip.

3- Tubulin biochemical assay (Tub-polymerisation.zip): This folder contains the kinetic rates of tubulin polymerisation measured spectrophotometrically. 

4- Raw Cell Painting Assay: The .xlsx file contains raw Cell Painting assay data for the compounds referred to in the manuscript. Each tab represents a different discovery round and lists the Synthesis ID or Paper ID and the corresponding morphological features extracted from high-content imaging (e.g., cell shape, texture, and intensity metrics) in the Cell Painting Assay (MPI Dortmund). The Synthesis ID codes correspond to specific substrate/co-substrate combinations (see Supplementary Information).  Data is provided as received, without normalisation or aggregation, and is used for phenotypic profiling, clustering, and model development.
DOI: 10.5281/zenodo.17405960
title: Tubulin Imaging Datasets for Algorithm-Driven, Phenotype-Directed Bioactive Molecular Discovery

description: This repository contains all the biological data related to Cell Painting Assay and Tubulin-based validation experiments reported in the article ''Algorithm-Driven, Phenotype-Directed Bioactive Molecular Discovery'.  There are three main directories as compressed files an one single uploaded separately.

1- High-content-imaging_SYP555.zip: Full data set of microscopy imaging files (384 images captured under three channels: Tubulin - c0, phase contrast - c1, DAPI - c2) for HeLa cell labelling using the SYP555-tubulin probe.  To facilitate the navigation on this dataset, the file names contain a scene number that matches the image.ID specified in the data structure.csv file (e.g. Tub-SYP555-HeLa_2587_h0s10t0z0c2x145735-3435y9867-3435, scene/image.ID = 10) saved in the folder containing the biological features measured (Biological-measurements_csv). Additional information such as the aggregated median values, cell counts, experimental conditions and compound nomenclature used, as well as the data underpinning figures 8b and supplementary material have been provided.

2- Immunofluorescen microscopy (IFAs-pSer-H3.zip): This folder contains data related to the analysis of mitotic arrest using antibody labeling on fixed cells. The Maximum intensity projections and raw z-sectioning confocal images (.czi file) are presented in the _uncropped.zip folder. Both numerical values and visualisation output related to the figure 6c can be found in folder Panel_Fig6c.zip.

3- Tubulin biochemical assay (Tub-polymerisation.zip): This folder contains the kinetic rates of tubulin polymerisation measured spectrophotometrically. 

4- Raw Cell Painting Assay: The .xlsx file contains raw Cell Painting assay data for the compounds referred to in the manuscript. Each tab represents a different discovery round and lists the Synthesis ID or Paper ID and the corresponding morphological features extracted from high-content imaging (e.g., cell shape, texture, and intensity metrics) in the Cell Painting Assay (MPI Dortmund). The Synthesis ID codes correspond to specific substrate/co-substrate combinations (see Supplementary Information).  Data is provided as received, without normalisation or aggregation, and is used for phenotypic profiling, clustering, and model development.
DOI: 10.15468/dl.wx3cpc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.74564 49.32287,2.78644 49.29628,2.88194 49.29561,2.92786 49.29832,3.07014 49.37861,3.04809 49.40264,2.96897 49.40583,3.03338 49.46093,2.98805 49.49712,2.91227 49.49863,2.87796 49.468,2.87516 49.44024,2.86652 49.43989,2.83735 49.41292,2.77658 49.38399,2.74564 49.32287))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerambyx cerdo"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017585-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqmwf2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerebratulus paludicolus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017586-251025141854904/datasets/export for details.
DOI: 10.15468/dl.j72dua
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is India",
 "TaxonKey is Isachne clarkei"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017588-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4s9yj
title: Occurrence Download

description: A dataset containing 345375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-7.56033 46.68946,48.59011 46.68946,48.59011 69.18946,-7.56033 69.18946,-7.56033 46.68946))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phocoena phocoena"
 ]
}

 The dataset includes 345375 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017553-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wfvhw
title: Occurrence Download

description: A dataset containing 714537 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 one of (Sedum cepaea, Sedum aytacianum, Sedum inconspicuum, Sedum tenellum, Geissorhiza ciliatula, Goodenia decursiva, Goodenia heatheriana, Dianthus longivaginatus, Dianthus persicus, Rubus cardiophyllus, Rubus gratiosus, Rubus inopacatus, Rubus scaber, Rubus sciophilus, Rubus wedgwoodiae, Phylica gnidioides, Dianthus cinnamomeus, Rubus laconensis, Amphiglossa susannae, Avicennia officinalis, Pancratium canariense, Paspalum dasypleurum, Paspalum dilatatum, Oxalis microdonta, Oxalis meisneri, Oxalis incarnata, Oxalis matancillae, Biscutella arvernensis, Biscutella segurae, Bunium ferulaceum, Goodenia scapigera, Goodenia tripartita, Commicarpus australis, Dianthus cruentus, Dianthus gracilis, Rubus lividus, Onobrychis sosnowskyi, Oxalis caprina, Rubus flagellaris, Oriastrum pulvinatum, Eryngium mohamedanii, Eucomis pallidiflora, Geissorhiza outeniquensis, Glyceria leptostachya, Oxalis salteri, Oxalis compacta, Oxalis clandestina, Selaginella asprella, Selaginella pallescens, Phylica alticola, Phylica brachycephala, Phylica parviflora, Claytonia palustris, Pseudoscolopia polyantha, Dianthus recognitus, Dianthus tenuiflorus, Rubus horrefactus, Rubus palmeri, Rubus parthenocissus, Rubus parviflorus, Rubus prolongatus, Sedum villosum, Sedum radiatum, Berkheya angusta, Berkheya cruciata, Claytonia lanceolata, Stanhopea maculosa, Hysterobaeckea longipes, Hysterobaeckea cornuta, Ligusticum olympicum, Sedum ermenekensis, Sedum bracteatum, Tecticornia loriae, Sedum vinicolor, Sedum patrickii, Geissorhiza bonae-spei, Gongylosciadium falcarioides, Goodenia heteromera, Goodenia incana, Dianthus orientalis, Dianthus vigoi, Rubus corbierei, Rubus fasciculatus, Rubus idaeus, Rubus scissoides, Rubus tereticaulis, Dianthus macroflorus, Zantedeschia odorata, Gasteria doreeniae, Loasa sigmoidea, Loasa triloba, Onobrychis densijuga, Onobrychis calabrica, Oxalis megalorrhiza, Oxalis petraea, Oxalis subsessilis, Oxalis zeyheri, Oxalis inaequalis, Oxalis engleriana)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 714537 records from 2038 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017565-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/uschist-c104-286355
title: Pertusati University Bookstore, USC, 1997

description: 5 photographs of the interior of the Pertusati University Bookstore, 840 Childs Way, University of Southern California, 1997. Included are images of clothing, computers, escalators, and magazines.
DOI: 10.35079/hbm348.qvqb.327
title: LC-MS data from the kidney (left) of a 72-year-old white male
DOI: 10.5066/p94wbru1
title: Supporting data and model archives for physically-informed models of streamflow correlation for the contiguous United States, 1981-2020

description: This data release provides an archive of random forest regressions predicting streamflow correlation as a function of climatic similarity over the contiguous United States, based on streamflow information from water years 1981 to 2020. This data release also contains the underlying datasets used to generate those regressions and a series of scripts that facilitate their exploration and use. The scripts expect a specific file and folder structure, which is described in the "streamflow_correlation_expected_folder_structure.txt' file.

rf_models.zip - contains random forest models for all 135 model nodes, stored as R (.rds) objects readable using the 'readRDS' function in R. Also includes a csv defining the training and validation gage-pairs used for each model node, and a csv giving the coordinates of the central XY point of each model node.
scripts.zip - R scripts designed to guide access and use of the supplied models. Includes an example analysis. Scripts require the datasets stored in the 'supporting datasets' child item arranged in a specific folder structure.
streamflow_correlation_expected_folder_structure.text - simple text file laying out expected folder/file structure for scripts to function as written.

Model input data are all stored in a child item of this data release ('Supporting datasets for physically-informed models of streamflow correlation'). These data are required for the scripts presented here to run properly.
DOI: 10.25549/uschist-c104-283420
title: Birnkrant Residence Hall, USC, 1990-1992, 1997, 2006

description: 6 photographs of the entry to Cecele and Michael Birnkrant Residence Hall, 642 West 34th Street, University of Southern California, Los Angeles, California, USA. Included are images of customers inside Trojan Grounds (coffee shop) on the ground floor (1997, #169), bicycles parked in front of the dormitory (2006 March 1, #186 photo by Philip Channing), and four images of the facade of the building (1990 December - 1992 May, #43-#43) (2006 March 1, #193-#194 photos by Philip Channing).
DOI: 10.25549/uschist-c104-284129
title: Gwynn Wilson Student Union, USC, 1997-2006

description: 23 photographs of Gwynn Wilson Student Union, 3601 Trousdale Parkway (previously University Avenue), University of Southern California, 1950s, 1997, 2002 October 28, 2004 May 19, 2004 June 21, 2006 June 14, 2006 February 14, 2006 March 2, & 2006 April 6. Included are exterior images (architectural details, students around the building, adjacent buildings) and interior images (eating places). Credit: photo #8/4, #8/126, #8/202 by Philip Channing; #62/112 uncredited.
DOI: 10.35079/hbm846.qszq.969
title: LC-MS data from the kidney (right) of a 66-year-old white male
DOI: 10.25549/uschist-c104-284131
title: Gwynn Wilson Student Union, USC, 1997-2006

description: 23 photographs of Gwynn Wilson Student Union, 3601 Trousdale Parkway (previously University Avenue), University of Southern California, 1950s, 1997, 2002 October 28, 2004 May 19, 2004 June 21, 2006 June 14, 2006 February 14, 2006 March 2, & 2006 April 6. Included are exterior images (architectural details, students around the building, adjacent buildings) and interior images (eating places). Credit: photo #8/4, #8/126, #8/202 by Philip Channing; #62/112 uncredited.
DOI: 10.25549/uschist-c104-286370
title: Health Sciences campus, USC, 1997-2004

description: 30 photographs of exterior and interior images of the University of Southern California Health Sciences campus, 1997 & 2004 April 6. Included are images of the Zilkha Neurogenetic Institute, Norris Medical Library, John Stauffer Pharmaceutical Sciences Center, USC/Norris Comprehensive Cancer Center and Hospital, Los Angeles County / USC Medical Center, USC Healthcare Consultation Center, Elaine Stevely Hoffman Medical Research Center, as well as images of students, patients, doctors, and other health care workers.
DOI: 10.35079/hbm555.wnww.487
title: LC-MS data from the kidney (right) of a 64-year-old white male
DOI: 10.25549/uschist-c104-284264
title: Flora on the USC campus, 2004-2006

description: 2 photographs of flora on the campus of the University of Southern California, 2004 May 19 & 2006 February 14. Credits: photos by Philip Channing.
DOI: 10.25549/uschist-c104-284883
title: Students outside, USC, 1997-2006

description: 42 photographs of students outside on the campus of the University of Southern California, 1997, 2004, & 2006. Students are shown talking, walking, studying, bicyling, practicing, posing, socializing, acting, and working primarily on campus. Credit: photos #8/47, #8/66, #8/67, #8/118, #8/157, #8/158, #8/163, #8/172, #8/182, #8/190, #8/203, #8/207 by Philip Channing.
DOI: 10.35079/hbm382.rsrf.753
title: LC-MS data from the kidney (right) of a 60-year-old white female
DOI: 10.15468/dl.hu583q
title: Occurrence Download

description: A dataset containing 35182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperocorixa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35182 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030232-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35079/hbm334.vmtj.597
title: LC-MS data from the kidney (right) of a 51-year-old white male