cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/18a-zjh-tjt
title: Antalis entalis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xz-dv2-12z
title: Emarginula Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzr-gpl-agh
title: Chrysallis chrysalidiformis (G. B. Sowerby I, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zb4-cfd-kes
title: Cattania faueri (Subai, 1990)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/260-2ve-jqv
title: Dadagulella meredithae (van Bruggen, 2000)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84w-l8w-p7y
title: Laciniaria plicata (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wk-4r4-dj3
title: Perforatella incarnata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ha4-bct-krs
title: Cochlodina bidens (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wp-fq9-k7r
title: Abida secale boileausiana (Küster, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/579-yxa-exc
title: Cochlostoma septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1b-wq1-m8n
title: Vertigo antivertigo (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc112046904
title: Cuneiform Tablet 1913.14.0222, Spurlock 1913.14.0222

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0222; CDLI P420604 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (2.5Y 8/2) ❧ [Physical Object Note:] 3.4 x 3.2 x 1.9 cm (25g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.m44y7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Species within North Ayrshire from 1984 - Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218781-230224095556074/datasets/export for details.
DOI: 10.15468/dl.jp7wu2
title: Occurrence Download

description: A dataset containing 2986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Thalia geniculata L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2986 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008350-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112021029
title: Cuneiform Tablet 1913.14.1501, Spurlock 1913.14.1501

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1501; CDLI P421353 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Grayish Reddish Orange (10R 5/6) Medium Gray (N 6/ 30.0% R) ❧ [Physical Object Note:] 6.8 x 4.8 x 2 cm (61g)
DOI: 10.15468/dl.8wzp7a
title: Occurrence Download

description: A dataset containing 16037 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year 2013-2023",
 "GadmGid is one of (COL.28.36_2)",
 "StateProvince is one of (santander)"
 ]
 }
 ]
}

 The dataset includes 16037 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255088-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2tper
title: Occurrence Download

description: A dataset containing 12920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.6383110999999957 45.5353909999999971, -122.6383110999999957 45.5376720800000001, -122.6383110999999957 45.5389755599999972, -122.6383110999999957 45.5406048999999982, -122.6383110999999957 45.5421256300000010, -122.6383110999999957 45.5445153300000030, -122.6383110999999957 45.5462532999999965, -122.6360302599999983 45.5462532999999965, -122.6329891500000002 45.5462532999999965, -122.6299480400000022 45.5462532999999965, -122.6286447100000032 45.5462532999999965, -122.6263638799999995 45.5462532999999965, -122.6233227700000015 45.5462532999999965, -122.6215849999999961 45.5462532999999965, -122.6191955500000006 45.5462532999999965, -122.6177836100000036 45.5462532999999965, -122.6155027799999999 45.5462532999999965, -122.6135477800000046 45.5462532999999965, -122.6103980599999943 45.5462532999999965, -122.6079000000000008 45.5462532999999965, -122.6079000000000008 45.5441894599999983, -122.6079000000000008 45.5425601199999974, -122.6079000000000008 45.5411480200000014, -122.6079000000000008 45.5389755599999972, -122.6079000000000008 45.5370203399999980, -122.6079000000000008 45.5353909999999971, -122.6111583400000029 45.5353909999999971, -122.6123530600000038 45.5353909999999971, -122.6147425000000055 45.5353909999999971, -122.6177836100000036 45.5353909999999971, -122.6195213900000027 45.5353909999999971, -122.6211505499999959 45.5353909999999971, -122.6227797199999969 45.5353909999999971, -122.6245174900000023 45.5353909999999971, -122.6265810999999957 45.5353909999999971, -122.6295135999999957 45.5353909999999971, -122.6319030399999974 45.5353909999999971, -122.6336408199999966 45.5353909999999971, -122.6359216500000002 45.5353909999999971, -122.6383110999999957 45.5353909999999971))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 12920 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095235-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxnse5
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forsteronia laurifolia (Benth.) A.DC."
 ]
}

 The dataset includes 307 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218782-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzb43d
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.28649 -55.36661,-63.28164 -55.54502,-57.63218 -38.47598,-47.00459 -25.55798,-38.67719 -18.35195,-33.493 -5.70412,-62.03874 10.30147,-68.77818 10.55639,-76.28649 10.61213,-81.32062 -3.0642,-82.03056 -5.38118,-77.73864 -10.23922,-73.60807 -18.9732,-71.02646 -21.63621,-76.28649 -55.36661))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callithrix penicillata (É.Geoffroy Saint-Hilaire, 1812)"
 ]
}

 The dataset includes 731 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008361-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112020939
title: Cuneiform Tablet 1913.14.1501, Spurlock 1913.14.1501

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1501; CDLI P421353 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Grayish Reddish Orange (10R 5/6) Medium Gray (N 6/ 30.0% R) ❧ [Physical Object Note:] 6.8 x 4.8 x 2 cm (61g)
DOI: 10.15468/dl.nwr93g
title: Occurrence Download

description: A dataset containing 78203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ardeola bacchus (Bonaparte, 1855))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 78203 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016518-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32juu3
title: Occurrence Download

description: A dataset containing 4665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Patelloida saccharina (Linnaeus, 1758)"
 ]
}

 The dataset includes 4665 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095237-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112021074
title: Cuneiform Tablet 1913.14.1501, Spurlock 1913.14.1501

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1501; CDLI P421353 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Grayish Reddish Orange (10R 5/6) Medium Gray (N 6/ 30.0% R) ❧ [Physical Object Note:] 6.8 x 4.8 x 2 cm (61g)
DOI: 10.15468/dl.dvxwb9
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Verified marine records from Indicia-based surveys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218783-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045538
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.vmrhuy
title: Occurrence Download

description: A dataset containing 10474465 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 10474465 records from 5067 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021335-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7m4wj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchocarpus brenesii vulcanicola"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000928-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxv2yy
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllodactylus muralis"
 ]
}

 The dataset includes 436 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000925-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnq5gc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinotia nigricana",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000924-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g87aw
title: Occurrence Download

description: A dataset containing 1956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cichla ocellaris",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1956 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000926-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du8n87
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllodactylus paucituberculatus"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000930-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39hrxy
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sternotherus odoratus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034123-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pcd6r
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris canariensis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 214 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034124-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w5f2y8ts2p
title: STEPS

description: GDPR 2025 rec. Follow these procedural codes (of conduct); please direct any FAQ to the head of Human Resources for Propre Monde SPC; operating as the third party vendor, for this datasets' research. Generation of a new encryption key path as an alternative to your standardized "nft-chip" rsa-path type, as it stands to reason. With that being said, any hypothetically, derived parameters that should arise out of this rudimentarily drafted manifesto. (CC BY) Need be cited, and sourced as an additional vector for which to expand upon the initial product as software embed code of conduct; as a means to venerate a more lucrative business model. if you do not or can not find a franchised corp. In which to iterate into the Propre Monde Business Model.
DOI: 10.6073/pasta/91bf4e756e81fbde485ff36aa97827d5
title: Physiochemical water column parameters and hydrographic time series from river, lagoon, and open ocean sites along the Alaska Beaufort Sea coast, 2018-ongoing

description: To understand circulation and seasonality as part of the Beaufort Lagoon Ecosystem Long Term Ecological Research program, temperature, conductivity, salinity, pressure, depth, and current velocity are recorded hourly in situ, starting August 2018 in lagoons across the Beaufort Sea coast (Elson Lagoon, Kaktovik Lagoon, and Jago Lagoon). Moorings include combinations of 1) RBR Concerto CTDs with temperature, conductivity, and pressure sensors; 2) StarOddi CTs with temperature and conductivity sensors; and 3) Lowell TCM-1 Tilt Current meters with MAT-1 Data Loggers for velocity and bearing. In addition, during BLE LTER's annual sampling, water column physiochemical parameters (chlorophyll a, dissolved oxygen, phycoerythrin concentration, pH, temperature, conductivity, salinity) are measured by hand with a YSI data sonde at river, lagoon, and open ocean sites along the Beaufort Sea coast. Here we provide both quality controlled in situ mooring data and all YSI sonde data.
DOI: 10.17632/w5f2y8ts2p.1
title: STEPS

description: GDPR 2025 rec. Follow these procedural codes (of conduct); please direct any FAQ to the head of Human Resources for Propre Monde SPC; operating as the third party vendor, for this datasets' research. Generation of a new encryption key path as an alternative to your standardized "nft-chip" rsa-path type, as it stands to reason. With that being said, any hypothetically, derived parameters that should arise out of this rudimentarily drafted manifesto. (CC BY) Need be cited, and sourced as an additional vector for which to expand upon the initial product as software embed code of conduct; as a means to venerate a more lucrative business model. if you do not or can not find a franchised corp. In which to iterate into the Propre Monde Business Model.
DOI: 10.17632/yn7kpg48ym
title: Clean and reliable installation of heterozygous mutations in human pluripotent stem cells using prime editing

description: This dataset ecompasses all next generation amplicon sequencing data (raw sequencing files in the form of fastq files) pertaining to each of the prime editing experiements described in our manuscript entitled "Clean and reliable installation of heterozygous mutations in human pluripotent stem cells using prime editing". The data is organised according to gene name. Gene-specific primers used for amplicon sequencing are listed in Table S2 of the manuscript. Sequencing was performed using Illumina MiSeq technology, following the 16S metagenomic Sequencing Library Preparation protocol for amplicon library preparation and sequencing. Sequencing reads can be proceessed by aligning to the GRCh38 reference genome using “bwa mem” tool and reformatted with “samtools” to BAM files. BAM files can be visualised using the Integrative Genomics Viewer software or using the "CrispRVariants” package.
DOI: 10.17632/yn7kpg48ym.2
title: Clean and reliable installation of heterozygous mutations in human pluripotent stem cells using prime editing

description: This dataset ecompasses all next generation amplicon sequencing data (raw sequencing files in the form of fastq files) pertaining to each of the prime editing experiements described in our manuscript entitled "Clean and reliable installation of heterozygous mutations in human pluripotent stem cells using prime editing". The data is organised according to gene name. Gene-specific primers used for amplicon sequencing are listed in Table S2 of the manuscript. Sequencing was performed using Illumina MiSeq technology, following the 16S metagenomic Sequencing Library Preparation protocol for amplicon library preparation and sequencing. Sequencing reads can be proceessed by aligning to the GRCh38 reference genome using “bwa mem” tool and reformatted with “samtools” to BAM files. BAM files can be visualised using the Integrative Genomics Viewer software or using the "CrispRVariants” package.
DOI: 10.15468/dl.8f8q62
title: Occurrence Download

description: A dataset containing 14392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limulus polyphemus",
 {
 "or" : [
 "Year 2009-2025",
 "Year 2009-2025"
 ]
 }
 ]
}

 The dataset includes 14392 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034125-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3ztcsxvjyb
title: Artificial Neural Network Modeling of Drug Solubility in Cosolvent Systems

description: This notebook implements an artificial neural network (ANN) to predict drug solubility in cosolvent systems. It includes data preprocessing, model architecture definition, training, and performance evaluation using regression metrics. The goal is to explore the non-linear relationships between solubility and experimental variables such as temperature and cosolvent composition.
DOI: 10.17632/3ztcsxvjyb.1
title: Artificial Neural Network Modeling of Drug Solubility in Cosolvent Systems

description: This notebook implements an artificial neural network (ANN) to predict drug solubility in cosolvent systems. It includes data preprocessing, model architecture definition, training, and performance evaluation using regression metrics. The goal is to explore the non-linear relationships between solubility and experimental variables such as temperature and cosolvent composition.
DOI: 10.17632/8cmgv5v2js
title: K-Nearest Neighbors Approach for Predicting Drug Solubility in Cosolvent Mixtures

description: This notebook develops a KNN model to predict drug solubility based on its physicochemical properties and system conditions. The process includes data loading and cleaning, hyperparameter optimization of k, and performance evaluation of the final model.
DOI: 10.17632/8cmgv5v2js.1
title: K-Nearest Neighbors Approach for Predicting Drug Solubility in Cosolvent Mixtures

description: This notebook develops a KNN model to predict drug solubility based on its physicochemical properties and system conditions. The process includes data loading and cleaning, hyperparameter optimization of k, and performance evaluation of the final model.