cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/79fn7hjcp9
title: Synthetic Interior Damage Dataset (SIDD)

description: The Synthetic Interior Damage Dataset (SIDD) dataset consists of 663 annotated images captured inside the cabin of a Citroën Ami using a single fisheye camera mounted on the vehicle ceiling, providing a 180° field of view that covers the entire interior. Synthetic damages were digitally added to the seat surfaces, including the seat base and backrest areas, simulating realistic wear, scratches, and tears.

The dataset is designed to support research in computer vision, anomaly detection, and damage localization tasks within automotive interiors. Each image is annotated in YOLO detection format and prepared for use in supervised machine learning experiments. The dataset contains 478 labeled instances, and all annotations correspond to a single class: 0 – damage.

The dataset also includes a helper script, split_yolo_dataset.py, which can be used to divide the dataset into training, validation, and test sets. The script:

Copies all images to the corresponding split folders.

Copies existing YOLO-format label files to the same splits.

Creates empty label files for images without annotations, allowing them to serve as negative examples.

Ensures the split proportions match the configured ratios (default: 70% train, 20% validation, 10% test).

This script facilitates dataset organization for training YOLO object detection models and ensures that images without synthetic damages are properly handled.
DOI: 10.17632/79fn7hjcp9.1
title: Synthetic Interior Damage Dataset (SIDD)

description: The Synthetic Interior Damage Dataset (SIDD) dataset consists of 663 annotated images captured inside the cabin of a Citroën Ami using a single fisheye camera mounted on the vehicle ceiling, providing a 180° field of view that covers the entire interior. Synthetic damages were digitally added to the seat surfaces, including the seat base and backrest areas, simulating realistic wear, scratches, and tears.

The dataset is designed to support research in computer vision, anomaly detection, and damage localization tasks within automotive interiors. Each image is annotated in YOLO detection format and prepared for use in supervised machine learning experiments. The dataset contains 478 labeled instances, and all annotations correspond to a single class: 0 – damage.

The dataset also includes a helper script, split_yolo_dataset.py, which can be used to divide the dataset into training, validation, and test sets. The script:

Copies all images to the corresponding split folders.

Copies existing YOLO-format label files to the same splits.

Creates empty label files for images without annotations, allowing them to serve as negative examples.

Ensures the split proportions match the configured ratios (default: 70% train, 20% validation, 10% test).

This script facilitates dataset organization for training YOLO object detection models and ensures that images without synthetic damages are properly handled.
DOI: 10.5281/zenodo.17320045
title: Data for "Carryover" or "Overshoot"? The global evidence of satellite-derived carbon-water coupling

description: Carbon-water coupling (CWC) provides a fundamental metric for assessing the synchrony between carbon uptake and water use in terrestrial ecosystems and plays a critical role in shaping land-atmosphere interactions. With intensifying climate change, CWC in different ecosystems exhibits two contrasting responses, “carryover” and “overshoot”. Here, we estimated global CWC using satellite-derived gross primary productivity (GPP) and evapotranspiration (ET) data, and employed partial correlation analysis and explainable boosted regression trees to investigate the spatial patterns and potential factors of the “carryover” and “overshoot” responses of CWC to climate change. Compared with ecosystem model simulations, satellite observations revealed low CWC levels in tropical and arid regions, and accurately captured the strengthening of CWC in polar and boreal regions. Humidification in arid regions promotes the “carryover” response, whereas warming in temperate regions leads to the “overshoot” response. Local drought intensity and biotic factors were identified as decisive in regulating whether CWC exhibits “carryover” or “overshoot” under climate change. Our findings provide a new perspective on the coupling between carbon uptake and water use in terrestrial ecosystems and offer essential theoretical support for improving ecosystem models in the future.
DOI: 10.5281/zenodo.17320046
title: Data for "Carryover" or "Overshoot"? The global evidence of satellite-derived carbon-water coupling

description: Carbon-water coupling (CWC) provides a fundamental metric for assessing the synchrony between carbon uptake and water use in terrestrial ecosystems and plays a critical role in shaping land-atmosphere interactions. With intensifying climate change, CWC in different ecosystems exhibits two contrasting responses, “carryover” and “overshoot”. Here, we estimated global CWC using satellite-derived gross primary productivity (GPP) and evapotranspiration (ET) data, and employed partial correlation analysis and explainable boosted regression trees to investigate the spatial patterns and potential factors of the “carryover” and “overshoot” responses of CWC to climate change. Compared with ecosystem model simulations, satellite observations revealed low CWC levels in tropical and arid regions, and accurately captured the strengthening of CWC in polar and boreal regions. Humidification in arid regions promotes the “carryover” response, whereas warming in temperate regions leads to the “overshoot” response. Local drought intensity and biotic factors were identified as decisive in regulating whether CWC exhibits “carryover” or “overshoot” under climate change. Our findings provide a new perspective on the coupling between carbon uptake and water use in terrestrial ecosystems and offer essential theoretical support for improving ecosystem models in the future.
DOI: 10.15468/dl.35enze
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piciformes)",
 "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((-150 0,-120 0,-120 30,-150 30,-150 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000696-251009101135966/datasets/export for details.
DOI: 10.5517/cc11b2ct
title: CCDC 962995: Experimental Crystal Structure Determination

description: Related Article: Q.-Y. Huang, C.-L. Liu, Z.-P. Zhou|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1322|doi:10.1107/S0108270113026450
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/cc11b2dv
title: CCDC 962996: Experimental Crystal Structure Determination

description: Related Article: Q.-Y. Huang, C.-L. Liu, Z.-P. Zhou|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1322|doi:10.1107/S0108270113026450
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.17305583
title: [Material suplementar] Gender-Sensitive Organizational Practices in the Brazilian Software Industry: Analysis, Gaps and Paths to Female Equity
DOI: 10.5517/cc11bgqk
title: CCDC 963378: Experimental Crystal Structure Determination

description: Related Article: Antonio Zucca, Luca Maidich, Laura Canu, Giacomo L. Petretto, Sergio Stoccoro, Maria Agostina Cinellu, Guy J. Clarkson, Jonathan P. Rourke|2014|Chem.-Eur.J.|20|5501|doi:10.1002/chem.201304257
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/cc11bmnn
title: CCDC 963531: Experimental Crystal Structure Determination

description: Related Article: Julia Becker, Viktoria H. Gessner|2014|Dalton Trans.|43|4320|doi:10.1039/C3DT52800F
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/cc11bsqw
title: CCDC 963688: Experimental Crystal Structure Determination

description: Related Article: Avijit Pramanik, Maryam Emami Khansari, Douglas Powell, Frank Fronczek, Md. Alamgir Hossain|2014|Org.Lett.|16|366|doi:10.1021/ol403186k
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/cc11bxq0
title: CCDC 963812: Experimental Crystal Structure Determination

description: Related Article: J. Van de Streek, J. Rantanen, A.D. Bond|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1229|doi:10.1107/S0108270113026863
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/cc11bxr1
title: CCDC 963813: Experimental Crystal Structure Determination

description: Related Article: J. Van de Streek, J. Rantanen, A.D. Bond|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1229|doi:10.1107/S0108270113026863
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/cc11cdld
title: CCDC 964273: Experimental Crystal Structure Determination

description: Related Article: Qi Zhang, Hien M. Nguyen|2014|Chemical Science|5|291|doi:10.1039/C3SC51949J
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/cc118c6w
title: CCDC 961347: Experimental Crystal Structure Determination

description: Related Article: Addison N. Desnoyer, Alexander Dauth, Brian O. Patrick, Jennifer A. Love|2014|Dalton Trans.|43|30|doi:10.1039/C3DT52569D
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/cc11ckhg
title: CCDC 964425: Experimental Crystal Structure Determination

description: Related Article: I. Potočňák, M. Burčák, M. Dušek|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1357|doi:10.1107/S0108270113027091
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: 10.25505/fiz.icsd.cc11cl88
title: CSD 964449: Experimental Crystal Structure Determination

description: Related Article: W. Wegner, T. Jaroń, W. Grochala|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1289|doi:10.1107/S0108270113027145
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc11ckjh
title: CCDC 964426: Experimental Crystal Structure Determination

description: Related Article: I. Potočňák, M. Burčák, M. Dušek|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1357|doi:10.1107/S0108270113027091
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.fpc2cp
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Element content, bulk density, and pH in living and dead wood of 8 tree species in a mesic broad-leaved forest in the East European Plain"
 ]
}

 The dataset's 8 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000680-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc11cl99
title: CSD 964450: Experimental Crystal Structure Determination

description: Related Article: W. Wegner, T. Jaroń, W. Grochala|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1289|doi:10.1107/S0108270113027145
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cczqqzc
title: CCDC 915584: Experimental Crystal Structure Determination

description: Related Article: Carolin Mügge, Ruiqi Liu, Helmar Görls, Chiara Gabbiani, Elena Michelucci, Nadine Rüdiger, Joachim H. Clement, Luigi Messori, Wolfgang Weigand|2014|Dalton Trans.|43|3072|doi:10.1039/C3DT52284A
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/cczqr0f
title: CCDC 915585: Experimental Crystal Structure Determination

description: Related Article: Carolin Mügge, Ruiqi Liu, Helmar Görls, Chiara Gabbiani, Elena Michelucci, Nadine Rüdiger, Joachim H. Clement, Luigi Messori, Wolfgang Weigand|2014|Dalton Trans.|43|3072|doi:10.1039/C3DT52284A
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/cczqr1g
title: CCDC 915586: Experimental Crystal Structure Determination

description: Related Article: Carolin Mügge, Ruiqi Liu, Helmar Görls, Chiara Gabbiani, Elena Michelucci, Nadine Rüdiger, Joachim H. Clement, Luigi Messori, Wolfgang Weigand|2014|Dalton Trans.|43|3072|doi:10.1039/C3DT52284A
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/cczqr2h
title: CCDC 915587: Experimental Crystal Structure Determination

description: Related Article: Carolin Mügge, Ruiqi Liu, Helmar Görls, Chiara Gabbiani, Elena Michelucci, Nadine Rüdiger, Joachim H. Clement, Luigi Messori, Wolfgang Weigand|2014|Dalton Trans.|43|3072|doi:10.1039/C3DT52284A
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.exqcem
title: Occurrence Download

description: A dataset containing 428781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pelecaniformes)",
 "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((120 30,150 30,150 60,120 60,120 30))"
 ]
}

 The dataset includes 428781 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000639-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc11cnpr
title: CCDC 964524: Experimental Crystal Structure Determination

description: Related Article: A. Schwarzer, L.E.H. Paul, U. Böhme|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1336|doi:10.1107/S0108270113027194
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/cc11cnqs
title: CCDC 964525: Experimental Crystal Structure Determination

description: Related Article: A. Schwarzer, L.E.H. Paul, U. Böhme|2013|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|69|1336|doi:10.1107/S0108270113027194
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/cc10vvg5
title: CCDC 949327: Experimental Crystal Structure Determination

description: Related Article: Gabriela Marinescu, Sylvie Ferlay, Nathalie Kyritsakas, Mir Wais Hosseini|2013|Chem.Commun.|49|11209|doi:10.1039/C3CC45205K
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/cc10vvc2
title: CCDC 949324: Experimental Crystal Structure Determination

description: Related Article: Gabriela Marinescu, Sylvie Ferlay, Nathalie Kyritsakas, Mir Wais Hosseini|2013|Chem.Commun.|49|11209|doi:10.1039/C3CC45205K
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/cc10vvd3
title: CCDC 949325: Experimental Crystal Structure Determination

description: Related Article: Gabriela Marinescu, Sylvie Ferlay, Nathalie Kyritsakas, Mir Wais Hosseini|2013|Chem.Commun.|49|11209|doi:10.1039/C3CC45205K
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/cc10m7sn
title: CCDC 942021: Experimental Crystal Structure Determination

description: Related Article: Totan Ghosh, Jaydeep Adhikary, Prateeti Chakraborty, Pradip K. Sukul, Mahendra Sekhar Jana, Tapan Kumar Mondal, Ennio Zangrando, Debasis Das|2014|Dalton Trans.|43|841|doi:10.1039/C3DT51419F
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/cc10vvf4
title: CCDC 949326: Experimental Crystal Structure Determination

description: Related Article: Gabriela Marinescu, Sylvie Ferlay, Nathalie Kyritsakas, Mir Wais Hosseini|2013|Chem.Commun.|49|11209|doi:10.1039/C3CC45205K
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/cc10m7tp
title: CCDC 942022: Experimental Crystal Structure Determination

description: Related Article: Totan Ghosh, Jaydeep Adhikary, Prateeti Chakraborty, Pradip K. Sukul, Mahendra Sekhar Jana, Tapan Kumar Mondal, Ennio Zangrando, Debasis Das|2014|Dalton Trans.|43|841|doi:10.1039/C3DT51419F
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.