cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2p09kl
title: CCDC 2472949: Experimental Crystal Structure Determination

description: Related Article: Faneesha Assanar, Sourav Gayen, Deepak Kumar Patel, Thalappil Pradeep, Sundargopal Ghosh|2025|Chemical Science|17|3129|doi:10.1039/d5sc06346a
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.cc2pcb9q
title: CCDC 2483543: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbbr
title: CCDC 2483544: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbcs
title: CCDC 2483545: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbfv
title: CCDC 2483547: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbhx
title: CCDC 2483549: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbkz
title: CCDC 2483551: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2qgrcb
title: CCDC 2516622: Experimental Crystal Structure Determination

description: Related Article: Kai Li, Hao Yang, Yupu Zhang, Qi Sun, Zhiyong Wang|2026|Org.Biomol.Chem.|24|1346|doi:10.1039/d5ob01801c
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.cc2pt8xq
title: CCDC 2496954: Experimental Crystal Structure Determination

description: Related Article: Tianzi Chen, Xinyue Wang, Yulin Han, Chenxi Guo, Dongyu Duan, Yu Tang, Fuxing Pan|2026|Chem.Commun.|62|3541|doi:10.1039/d5cc06017f
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: 10.15468/dl.gzcuhm
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calocrater preussii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 176 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011860-260208012135463/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.cc2pt8vn
title: CCDC 2496952: Experimental Crystal Structure Determination

description: Related Article: Tianzi Chen, Xinyue Wang, Yulin Han, Chenxi Guo, Dongyu Duan, Yu Tang, Fuxing Pan|2026|Chem.Commun.|62|3541|doi:10.1039/d5cc06017f
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.cc2pt8wp
title: CCDC 2496953: Experimental Crystal Structure Determination

description: Related Article: Tianzi Chen, Xinyue Wang, Yulin Han, Chenxi Guo, Dongyu Duan, Yu Tang, Fuxing Pan|2026|Chem.Commun.|62|3541|doi:10.1039/d5cc06017f
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.cc2pcbdt
title: CCDC 2483546: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.cc2pcbgw
title: CCDC 2483548: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.18378852
title: Exploring the phenotypic space of genetic circuits using pooled combinatorial DNA assembly

description: This deposit contains data for the master's thesis titled: "Exploring the phenotypic space of genetic circuits using pooled, combinatorial DNA assembly".

masters_thesis_supplementary.zip contains the all the code and data required to reproduce this thesis. The README.md file within this directory provides an overview of the various sub-directories and their contents. 

The other zip files (namely, 250625_SL_FlowCy.zip and 250627_SL_FlowCy.zip for Sim's library; 250514_ML_FlowCy.zip and 250529_ML_FlowCy.zip for Michiel's library) were too large to be uploaded as part of the main zip file and thus were uploaded separately. If reproducing results, these will need to be moved within the raw data sub-directory for the relevant circuit library.
DOI: 10.5517/ccdc.csd.cc2pcbjy
title: CCDC 2483550: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Bennett, Haley R. Froberg, Michael K. Bellas, Leila M. Foroughi, Adam J. Matzger|2026|J.Mater.Chem.A|14|5935|doi:10.1039/d5ta08279j
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.18378851
title: Exploring the phenotypic space of genetic circuits using pooled combinatorial DNA assembly

description: This deposit contains data for the master's thesis titled: "Exploring the phenotypic space of genetic circuits using pooled, combinatorial DNA assembly".

masters_thesis_supplementary.zip contains the all the code and data required to reproduce this thesis. The README.md file within this directory provides an overview of the various sub-directories and their contents. 

The other zip files (namely, 250625_SL_FlowCy.zip and 250627_SL_FlowCy.zip for Sim's library; 250514_ML_FlowCy.zip and 250529_ML_FlowCy.zip for Michiel's library) were too large to be uploaded as part of the main zip file and thus were uploaded separately. If reproducing results, these will need to be moved within the raw data sub-directory for the relevant circuit library.
DOI: 10.15468/dl.c3dy3u
title: Occurrence Download

description: A dataset containing 1630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cambessedesia hilariana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1630 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011859-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptpy5b
title: Occurrence Download

description: A dataset containing 162 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 Cyperus tuberosus"
 ]
}

 The dataset includes 162 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011862-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4p7r8
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptotocinclus madeirae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011861-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/nknxjk
title: EPOP_documents.zip

description: :unav
DOI: 10.57745/5sy42h
title: EPOP_documents.zip

description: :unav
DOI: 10.57745/yksepy
title: Corpus for the epidemiomonitoring of plant

description: The EPOP corpus is the collection of 247 documents on plant health. The documents are public web documents about quarantine pest in Europe that have been pre-processed and translated to English. The documents are split into a training (110), a development (55) and a test (82) sets. The gold-standard annotation for the training and development sets are available on "Training and development dataset for information extraction in plant epidemiomonitoring" dataset. Both datasets are intended for the training and evaluation of information extraction methods. The EPOP dataset is the basis for the PestCLEF task of the LifeCLEF 2026 challenge.
DOI: 10.15468/dl.qhjgj3
title: Occurrence Download

description: A dataset containing 10003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 10003 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011863-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18620867
title: Reconstructed plasmid sequences from Mycobacterium abscessus public genome assemblies

description: This dataset contains reconstructed circular plasmid sequences identified from comparative analysis of publicly available Mycobacterium abscessus genome assemblies

Plasmid sequences were reconstructed from conserved regions shared across multiple assemblies. No new sequencing was performed.

The dataset includes:



A Zip file containing FASTA files of reconstructed plasmid sequence and EMBL annotation files (Bakta)

A table listing source genome assembly accessions (Metadata)
DOI: 10.5281/zenodo.18620868
title: Reconstructed plasmid sequences from Mycobacterium abscessus public genome assemblies

description: This dataset contains reconstructed circular plasmid sequences identified from comparative analysis of publicly available Mycobacterium abscessus genome assemblies

Plasmid sequences were reconstructed from conserved regions shared across multiple assemblies. No new sequencing was performed.

The dataset includes:



A Zip file containing FASTA files of reconstructed plasmid sequence and EMBL annotation files (Bakta)

A table listing source genome assembly accessions (Metadata)
DOI: 10.21227/e8h5-f937
title: "Industrial Pipe Welding Dataset for Seam Detection"

description: "This dataset contains 1,476 welding images collected from five industrial pipe configurations for vision-based weld seam recognition and inspection research. The images were captured in a robotic welding environment under practical industrial conditions.The dataset is designed to support research in computer vision, seam detection, region-of-interest extraction, segmentation, and intelligent welding automation systems."
DOI: 10.5281/zenodo.16918246
title: PI3DETR: Parametric Instance Detection of 3D Point Cloud Edges with a Geometry-Aware 3DETR [Supplementary Material]

description: We present PI3DETR, an end-to-end framework that directly predicts 3D parametric curve instances from raw point clouds, avoiding the intermediate representations and multi-stage processing common in prior work. Extending 3DETR, our model introduces a geometry-aware matching strategy and specialized loss functions that enable unified detection of differently parameterized curve types, including cubic Bézier curves, line segments, circles, and arcs, in a single forward pass. Optional post-processing steps further refine predictions without adding complexity. This streamlined design improves robustness to noise and varying sampling densities, addressing critical challenges in real world LiDAR and 3D sensing scenarios. PI3DETR sets a new state-of-the-art on the ABC dataset and generalizes effectively to real sensor data, offering a simple yet powerful solution for 3D edge and curve estimation.
DOI: 10.5281/zenodo.16918245
title: PI3DETR: Parametric Instance Detection of 3D Point Cloud Edges with a Geometry-Aware 3DETR [Supplementary Material]

description: We present PI3DETR, an end-to-end framework that directly predicts 3D parametric curve instances from raw point clouds, avoiding the intermediate representations and multi-stage processing common in prior work. Extending 3DETR, our model introduces a geometry-aware matching strategy and specialized loss functions that enable unified detection of differently parameterized curve types, including cubic Bézier curves, line segments, circles, and arcs, in a single forward pass. Optional post-processing steps further refine predictions without adding complexity. This streamlined design improves robustness to noise and varying sampling densities, addressing critical challenges in real world LiDAR and 3D sensing scenarios. PI3DETR sets a new state-of-the-art on the ABC dataset and generalizes effectively to real sensor data, offering a simple yet powerful solution for 3D edge and curve estimation.
DOI: 10.15468/dl.47mqkh
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Davilla grandiflora",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 478 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011864-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8wb8d
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis gigantea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 452 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011865-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5ggh8
title: Occurrence Download

description: A dataset containing 182526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynoscion",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 182526 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011805-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7945/8nbm-qd16
title: Supplementary materials for "Sympathetic Controls Fate and Function of Adult Sensory Neurons"
DOI: 10.15468/dl.6ayxyb
title: Occurrence Download

description: A dataset containing 62847897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 2000-2026"
 ]
}

 The dataset includes 62847897 records from 2238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011756-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id325311.1
title: StrainInfo SI-ID 325311.1

description: StrainInfo dataset 325311 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id325361.1
title: StrainInfo SI-ID 325361.1

description: StrainInfo dataset 325361 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id325362.1
title: StrainInfo SI-ID 325362.1

description: StrainInfo dataset 325362 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id325363.1
title: StrainInfo SI-ID 325363.1

description: StrainInfo dataset 325363 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.ohap6z
title: Occurrence Download

description: A dataset containing 2595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glaucidium palmarum Nelson, 1901"
 ]
}

 The dataset includes 2595 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029420-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id325312.1
title: StrainInfo SI-ID 325312.1

description: StrainInfo dataset 325312 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id325313.1
title: StrainInfo SI-ID 325313.1

description: StrainInfo dataset 325313 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id325314.1
title: StrainInfo SI-ID 325314.1

description: StrainInfo dataset 325314 about a strain of Neurospora crassa. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.