cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gpwz6j
title: Occurrence Download

description: A dataset containing 17007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.6919270000000068 42.0254106000000007, -87.6919270000000068 42.0273981300000017, -87.6919270000000068 42.0288671699999981, -87.6919270000000068 42.0300769700000032, -87.6919270000000068 42.0315460099999996, -87.6919270000000068 42.0324965699999993, -87.6919270000000068 42.0340520299999980, -87.6919270000000068 42.0363852099999988, -87.6919270000000068 42.0381135000000015, -87.6903766399999967 42.0381135000000015, -87.6884817600000019 42.0381135000000015, -87.6873620599999981 42.0381135000000015, -87.6850365199999970 42.0381135000000015, -87.6833139000000017 42.0381135000000015, -87.6833139000000017 42.0359531399999966, -87.6833139000000017 42.0345705100000018, -87.6833139000000017 42.0335335400000005, -87.6833139000000017 42.0318052599999987, -87.6833139000000017 42.0294720699999971, -87.6833139000000017 42.0277437900000024, -87.6833139000000017 42.0254106000000007, -87.6847781299999980 42.0254106000000007, -87.6865007499999933 42.0254106000000007, -87.6886540200000013 42.0254106000000007, -87.6904627699999963 42.0254106000000007, -87.6919270000000068 42.0254106000000007))",
 "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 17007 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087079-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwkhcg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erophila minuscula Jord."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043965-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4wdrx
title: Occurrence Download

description: A dataset containing 372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Phengaris alcon (Denis & Schiffermüller, 1775)"
 ]
}

 The dataset includes 372 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056028-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpb2h2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-87.6318200000000047 41.6403306999999998, -87.6318200000000047 41.6413564300000019, -87.6318200000000047 41.6426188599999989, -87.6318200000000047 41.6437234799999985, -87.6318200000000047 41.6452226199999984, -87.6318200000000047 41.6464850500000026, -87.6318200000000047 41.6485364999999987, -87.6299204700000018 41.6485364999999987, -87.6284958300000056 41.6485364999999987, -87.6270711800000015 41.6485364999999987, -87.6253299499999940 41.6485364999999987, -87.6239053000000041 41.6485364999999987, -87.6239053000000041 41.6471162699999979, -87.6239053000000041 41.6459327399999992, -87.6239053000000041 41.6438812900000030, -87.6239053000000041 41.6423032499999977, -87.6239053000000041 41.6403306999999998, -87.6251716499999986 41.6403306999999998, -87.6267545900000044 41.6403306999999998, -87.6291290000000060 41.6403306999999998, -87.6307910900000024 41.6403306999999998, -87.6318200000000047 41.6403306999999998))",
 "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 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087082-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8tbae
title: Occurrence Download

description: A dataset containing 684 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craugastor occidentalis (Taylor, 1941)"
 ]
}

 The dataset includes 684 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0122704-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmupwr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erophila obconica De Bary ex F.Rosen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043972-220831081235567/datasets/export for details.
DOI: 10.15468/dl.ksn48e
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ercolania coerulea Trinchese, 1892"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087086-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qscjsn
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethionema schistosum Boiss. & Kotschy"
 ]
}

 The dataset includes 65 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158192-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zccd35
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eruca stenocarpa Boiss. & Reut."
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043973-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p93c3y
title: Occurrence Download

description: A dataset containing 2370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa marginata Wallr.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2370 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056039-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq4hyu
title: Occurrence Download

description: A dataset containing 352824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa canina L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 352824 records from 1321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056017-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jr69ru
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((72.58318199999999 24.064158, 72.50627799999999 24.058581, 72.431286 24.041989, 72.360071 24.014794, 72.29440099999999 23.977673, 72.235901 23.931547, 72.186014 23.877561, 72.145965 23.817053, 72.116732 23.75152, 72.09902 23.682583, 72.09324700000001 23.611942, 72.099538 23.541338, 72.117718 23.472509, 72.147323 23.407144, 72.18761000000001 23.346848, 72.237579 23.293096, 72.295997 23.247205, 72.361429 23.210296, 72.432272 23.183269, 72.50679599999999 23.166785, 72.58318199999999 23.161245, 72.659569 23.166785, 72.734092 23.183269, 72.804936 23.210296, 72.870368 23.247205, 72.928786 23.293096, 72.97875500000001 23.346848, 73.019042 23.407144, 73.048647 23.472509, 73.066827 23.541338, 73.073117 23.611942, 73.067345 23.682583, 73.049633 23.75152, 73.0204 23.817053, 72.980351 23.877561, 72.930464 23.931547, 72.87196400000001 23.977673, 72.806293 24.014794, 72.735079 24.041989, 72.660087 24.058581, 72.58318199999999 24.064158))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 304 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000630-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18194147
title: MULTIMEDIA VOSITALARI YORDAMIDA DARS JARAYONINI BOSHQARISH V INTERAKTIV MUHIT YARATISH
DOI: 10.5281/zenodo.18194148
title: MULTIMEDIA VOSITALARI YORDAMIDA DARS JARAYONINI BOSHQARISH V INTERAKTIV MUHIT YARATISH
DOI: 10.15468/dl.23bbtc
title: Occurrence Download

description: A dataset containing 23019 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pycnonotus goiavier",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23019 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062651-250920141307145/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/13305229
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.7910/dvn/6ylwj1
title: Replication Data for: Why Don’t Jobseekers Search More? Barriers and Returns to Search on a Job Matching Platform

description: This is the replication package for "Why Don’t Jobseekers Search More? Barriers and Returns to Search on a Job Matching Platform," accepted in 2025 by the Journal of Labor Economics.
description: Stata, 17 and 18
DOI: 10.5281/zenodo.17298484
title: Reflective Number Theory: A Structural Resolution of the Riemann Hypothesis
title: Reflective Number Theory: A Structural Resolution of the Riemann Hypothesis

description: This repository contains the first complete, mechanically verified formalization of the Riemann Hypothesis using Lean 4 and Mathlib.  

>  

> Based on the Reflective Number Theory (RNT) framework, this script encodes a structural collapse of classical number theory—rendering the Euler product vacuous, enforcing infinite-order flatness, and compelling the critical line via analytic symmetry.  

>  

> All theorems compile successfully with lake build, confirming full mechanical endorsement.  

>  

> This artifact complements the published paper on Zenodo:  

> "Reflective Number Theory: A Structural Resolution of the Riemann Hypothesis"  

>  

> RH is no longer a conjecture—it is a formalized, reproducible protocol.
DOI: 10.5281/zenodo.17297045
title: Praktikum Report Data
DOI: 10.5281/zenodo.17298521
title: Praktikum Report Data
DOI: 10.15468/dl.2jnnaz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sirex obesus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample, Occurrence evidence)"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062659-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kcrgr
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyanocorax beecheii",
 "Year 2025-2025"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062657-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8g6hz
title: Occurrence Download

description: A dataset containing 74561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Falconiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,60 0,60 30,30 30,30 0))"
 ]
}

 The dataset includes 74561 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062615-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2bpp5x
title: CCDC 2165789: Experimental Crystal Structure Determination

description: Related Article: Lukas Fischer, Kurt F. Hoffmann, Sebastian Riedel|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202403266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kxjyz
title: CCDC 2380922: Experimental Crystal Structure Determination

description: Related Article: Lukas Fischer, Kurt F. Hoffmann, Sebastian Riedel|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202403266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kxjz0
title: CCDC 2380923: Experimental Crystal Structure Determination

description: Related Article: Lukas Fischer, Kurt F. Hoffmann, Sebastian Riedel|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202403266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17227560
title: Data from: Metabarcoding outperforms traditional electrofishing in decapod and fish inventories, paving the way for enhanced biodiversity monitoring in the Caribbean.

description: Abstract

Environmental DNA (eDNA) metabarcoding revolutionized the biodiversity monitoring in aquatic ecosystems, giving access to taxonomic lists in a non-disruptive way. Although the method has limits, such as reduced taxonomic resolution for certain groups and difficulties in estimating species abundance, it has proven its effectiveness in many contexts. In Martinique, a Caribbean island, traditional methods like electrofishing (TEF) are known to be stressful for organisms, non-selective and disruptive for the ecosystem, and have been progressively abandoned for routine monitoring. The aim of this project was to explore the possibility of using the eDNA-based metabarcoding method for the detection of fish and decapods in Martinique streams, by first validating it with TEF. We selected 14 stations, a representative panel of the river diversity, and performed TEF and eDNA-based monitoring to compare both, based on the species richness. Then, from eDNA taxonomic inventories, we assessed the ecological state of the studied stations, using Simpson index and investigated how stations abiotic characteristics shape assemblages. Here, we confirmed the eDNA metabarcoding method is a reliable tool for monitoring fish and decapods, confirming most of the taxa caught by TEF and revealing the presence of additional (native and/or invasive) species. We faced some issues in discriminating some genetically close species (e.g. Sicydium sp.) potentially leading to under-representation in community assemblages, but not in functional diversity. Additional efforts are needed to raise standardized protocols, but we encourage stakeholders to join such initiative to shed light on the rich biodiversity in sometimes poorly studied regions and to face invasions.

Keywords: Biodiversity hotspot, Ecological assessment, Environmental DNA, Martinique island, Method validation.
description: Note that fastq.gz files are annoted following station name (i.e. BAS for Bassignac station) and P1 refers to MiFish sequencing results, P2 to MiDeca sequencing results.
DOI: 10.5281/zenodo.17227561
title: Data from: Metabarcoding outperforms traditional electrofishing in decapod and fish inventories, paving the way for enhanced biodiversity monitoring in the Caribbean.

description: Abstract

Environmental DNA (eDNA) metabarcoding revolutionized the biodiversity monitoring in aquatic ecosystems, giving access to taxonomic lists in a non-disruptive way. Although the method has limits, such as reduced taxonomic resolution for certain groups and difficulties in estimating species abundance, it has proven its effectiveness in many contexts. In Martinique, a Caribbean island, traditional methods like electrofishing (TEF) are known to be stressful for organisms, non-selective and disruptive for the ecosystem, and have been progressively abandoned for routine monitoring. The aim of this project was to explore the possibility of using the eDNA-based metabarcoding method for the detection of fish and decapods in Martinique streams, by first validating it with TEF. We selected 14 stations, a representative panel of the river diversity, and performed TEF and eDNA-based monitoring to compare both, based on the species richness. Then, from eDNA taxonomic inventories, we assessed the ecological state of the studied stations, using Simpson index and investigated how stations abiotic characteristics shape assemblages. Here, we confirmed the eDNA metabarcoding method is a reliable tool for monitoring fish and decapods, confirming most of the taxa caught by TEF and revealing the presence of additional (native and/or invasive) species. We faced some issues in discriminating some genetically close species (e.g. Sicydium sp.) potentially leading to under-representation in community assemblages, but not in functional diversity. Additional efforts are needed to raise standardized protocols, but we encourage stakeholders to join such initiative to shed light on the rich biodiversity in sometimes poorly studied regions and to face invasions.

Keywords: Biodiversity hotspot, Ecological assessment, Environmental DNA, Martinique island, Method validation.
description: Note that fastq.gz files are annoted following station name (i.e. BAS for Bassignac station) and P1 refers to MiFish sequencing results, P2 to MiDeca sequencing results.
DOI: 10.5517/ccdc.csd.cc2kxk02
title: CCDC 2380924: Experimental Crystal Structure Determination

description: Related Article: Lukas Fischer, Kurt F. Hoffmann, Sebastian Riedel|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202403266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kxk13
title: CCDC 2380925: Experimental Crystal Structure Determination

description: Related Article: Lukas Fischer, Kurt F. Hoffmann, Sebastian Riedel|2024|Chem.-Eur.J.|30||doi:10.1002/chem.202403266
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kyrmx
title: CCDC 2382090: Experimental Crystal Structure Determination

description: Related Article: Miquel Cardona-Farreny, Hiroya Ishikawa, Abolanle Olatilewa Odufejo Ogoe, Sonia Mallet-Ladeira, Yannick Coppel, Pierre Lecante, Jerome Esvan, Karine Philippot, M. Rosa Axet|2024|ChemPlusChem|89||doi:10.1002/cplu.202400516
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17298260
title: X-Ray diffraction images from a crystal of D. radiodurans PprA - PDB 9YL4 - Crystal form xMJ4720/xMJ4721

description: Intact S-F helical filament of the PprA protein from Deinococcus radiodurans. 

Crystal Form xMJ4720/xMJ4721. 

Δ1-8 truncation with D180K/D184K mutation. 

X-Ray Source: APS BEAMLINE 17-ID

Detector: PILATUS 6M, 60-0103, IMCA-CAT

Collected at wavelength 0.9795 Å

MJ4720 and MJ4721 are each datasets collected from scanning different focal points of the same crystal.

Each scan was collected as a 360 degree rotation about omega - 1440 frames at a width of 0.25°/frame.

Raw data integrated and scaled in autoPROC. Reflections from datasets xMJ4720 and xMJ4721 were scaled and merged together into one dataset
DOI: 10.5281/zenodo.17298261
title: X-Ray diffraction images from a crystal of D. radiodurans PprA - PDB 9YL4 - Crystal form xMJ4720/xMJ4721

description: Intact S-F helical filament of the PprA protein from Deinococcus radiodurans. 

Crystal Form xMJ4720/xMJ4721. 

Δ1-8 truncation with D180K/D184K mutation. 

X-Ray Source: APS BEAMLINE 17-ID

Detector: PILATUS 6M, 60-0103, IMCA-CAT

Collected at wavelength 0.9795 Å

MJ4720 and MJ4721 are each datasets collected from scanning different focal points of the same crystal.

Each scan was collected as a 360 degree rotation about omega - 1440 frames at a width of 0.25°/frame.

Raw data integrated and scaled in autoPROC. Reflections from datasets xMJ4720 and xMJ4721 were scaled and merged together into one dataset
DOI: 10.15468/dl.2tu8tn
title: Occurrence Download

description: A dataset containing 128418307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 128418307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062625-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.