cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2kd1z0
title: CCDC 2365082: Experimental Crystal Structure Determination

description: Related Article: Soheil Mahmoudi, Tim Gruene, Christian Schröder, Khalil D. Ferjaoui, Erik Fröjdh, Aldo Mozzanica, Kiyofumi Takaba, Anatoliy Volkov, Julian Maisriml, Vladimir Paunović, Jeroen A. van Bokhoven, Bernhard K. Keppler |2025|Nature (London)|645|88|doi:10.1038/s41586-025-09405-0
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.cc2kgcp3
title: CCDC 2367305: Experimental Crystal Structure Determination

description: Related Article: Xuejian Li, Qinglong Liu, Chen Qu, Nan Zheng, Wangze Song|2025|Org.Lett.|||doi:10.1021/acs.orglett.5c04129
description: Related Article: Xuejian Li, Qinglong Liu, Chen Qu, Nan Zheng, Wangze Song|2025|CSD Communication|||
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.cc2kkr85
title: CCDC 2370547: Experimental Crystal Structure Determination

description: Related Article: Xuejian Li, Qinglong Liu, Chen Qu, Nan Zheng, Wangze Song|2025|CSD Communication|||
description: Related Article: Xuejian Li,  Qinglong Liu,  Wangze Song,  Nan Zheng|2025|Nat.Commun.|16|9588|doi:10.1038/s41467-025-65320-y
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.cc2lmc5s
title: CCDC 2401885: Experimental Crystal Structure Determination

description: Related Article: Sebastian Sabisch, Marcel Aebli, Andrii Kanak, Viktoriia Morad, Simon C. Boehme, Michael Wörle, Leon G. Feld, Christophe Copéret, Maksym V. Kovalenko|2025|Chem.Mater.|37|3443|doi:10.1021/acs.chemmater.5c00354
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.cc2pvb0x
title: CCDC 2497949: Experimental Crystal Structure Determination

description: Related Article: yangdong hou|2025|CSD Communication|||
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.ayhugu
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Levieria beccariana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 42 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014157-260129131611470/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.cc2pvdjh
title: CCDC 2498027: Experimental Crystal Structure Determination

description: Related Article: MINZHE ZHANG|2025|CSD Communication|||
description: Related Article: Minzhe Zhang, You-Jun Yu, Zenghui Dai, Wenzhao Wang, Houyu Zhang, Ming Zhang, Feng Li|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15749
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.cc2pvdlk
title: CCDC 2498029: Experimental Crystal Structure Determination

description: Related Article: Yao Zhou|2025|CSD Communication|||
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.cc2pvdml
title: CCDC 2498030: Experimental Crystal Structure Determination

description: Related Article: Xi longlong|2025|CSD Communication|||
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.np7dad
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((494.80059 -40.21412,519.59509 -40.21412,519.59509 -29.63387,494.80059 -29.63387,494.80059 -40.21412))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophochroa leadbeateri",
 "Year 1000-1971"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0217382-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw0hdx
title: Occurrence Download

description: A dataset containing 5111080 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((-170.04089 84.16085,-169.67834 -58.2286,-6.36108 -60.68663,-10.32166 84.24904,-170.04089 84.16085))",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5111080 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010750-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-05.3129633/2368412
title: Data for EMSL Project 61050 from May 2024
DOI: 10.15468/dl.xz3agc
title: Occurrence Download

description: A dataset containing 2598053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1950-2000"
 ]
}

 The dataset includes 2598053 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242138-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czaz2b
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenaria bryophylla Fernald",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0319500-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afpjqz
title: Occurrence Download

description: A dataset containing 203562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Papilio machaon Linnaeus, 1758",
 "TaxonKey is Papilio hospiton Géné, 1839",
 "TaxonKey is Papilio alexanor Esper, 1800",
 "TaxonKey is Iphiclides podalirius (Linnaeus, 1758)",
 "TaxonKey is Iphiclides feisthamelii (Duponchel, 1832)"
 ]
 },
 "Year 1990-2021"
 ]
}

 The dataset includes 203562 records from 752 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257836-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-05.3129157/2368413
title: Data for EMSL Project 61050 from May 2024
DOI: 10.15468/dl.3henx0
title: Occurrence Download

description: A dataset containing 19688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer negundo L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 19688 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010751-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmxtc6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces indicus Luo et al., 2011"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014374-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/1d43jjvy
title: SID

description: The dataset used for training the Anonymization Prompt Learning (APL) model, containing names of public figures and their corresponding attribute descriptions.
DOI: 10.57702/2z44kmi1
title: Unknown

description: The dataset used in this paper is not explicitly described, but it is mentioned that it contains four DAGs representing well-known exposure-outcome relationships in the medical literature.
DOI: 10.57702/pvws636r
title: Schizophrenia Spectrum Dataset

description: The dataset used for this study was collected for a mental health assessment project conducted at the University of Maryland School of Medicine in collaboration with the University of Maryland, College Park
DOI: 10.15468/dl.p3jkvz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.072357 23.955083, 88.99551700000001 23.949506, 88.92058900000001 23.932914, 88.849434 23.905719, 88.783818 23.868598, 88.72536599999999 23.822472, 88.67552000000001 23.768485, 88.635504 23.707977, 88.60629400000001 23.642444, 88.588595 23.573506, 88.582826 23.502864, 88.58911000000001 23.432259, 88.607274 23.363428, 88.636853 23.298062, 88.67710700000001 23.237765, 88.727034 23.184012, 88.785404 23.13812, 88.85078300000001 23.101209, 88.92156900000001 23.074182, 88.996033 23.057697, 89.072357 23.052157, 89.148681 23.057697, 89.223145 23.074182, 89.293931 23.101209, 89.35930999999999 23.13812, 89.41768 23.184012, 89.467607 23.237765, 89.50786100000001 23.298062, 89.53744 23.363428, 89.555604 23.432259, 89.561888 23.502864, 89.556119 23.573506, 89.53842 23.642444, 89.50921 23.707977, 89.469194 23.768485, 89.419348 23.822472, 89.360896 23.868598, 89.29528000000001 23.905719, 89.224125 23.932914, 89.149197 23.949506, 89.072357 23.955083))"},{"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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080105-251120083545085/datasets/export for details.
DOI: 10.57702/jxy8q35g
title: Importance Sampling with Variational Autoencoders

description: The dataset used in the paper is a high-dimensional non-parametric importance sampling problem.
DOI: 10.57702/9c8fjcan
title: rotMNIST dataset

description: The rotMNIST dataset contains 28 × 28 grayscale images of digits from 0 to 9, randomly rotated by an angle uniformly distributed from 0 to 2π.
DOI: 10.57702/rxmmrb1p
title: State-wise Constrained Policy Optimization

description: State-wise Constrained Policy Optimization (SCPO) is a general-purpose policy search algorithm for state-wise constrained reinforcement learning.
DOI: 10.57702/laf06lde
title: Attend-And-Excite Dataset

description: The dataset used in the paper is a benchmark dataset created by the authors of the Attend-And-Excite paper.
DOI: 10.15468/dl.p8c7nf
title: Occurrence Download

description: A dataset containing 1446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudochondrostoma willkommii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1446 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/nbhzftk9
title: Task routineness data

description: Task routineness data, including cognitive routine tasks, analytical non-routine tasks, and manual routine tasks.
DOI: 10.57702/erhg3p4o
title: Evolutionary dynamics in financial markets with heterogeneous strategies and risk tolerance

description: The dataset used in the paper is a simulation of a financial market with heterogeneous investment strategies and risk tolerance.
DOI: 10.57702/iwxcy8fb
title: An empirical evaluation of llms for solving offensive security challenges

description: An empirical evaluation of LLMs for solving offensive security challenges.
DOI: 10.57702/js7dpxqu
title: Deep High-Resolution Representation Learning for Visual Recognition

description: The Deep High-Resolution Representation Learning for Visual Recognition dataset.
DOI: 10.57702/cwgfces8
title: SARS-CoV-2 RBD binding affinity dataset

description: The dataset used in the paper for predicting the effects of mutations on protein-protein binding.
DOI: 10.57702/o8mojp5w
title: Advanced Imaging for Glaucoma Study

description: Dataset for Advanced Imaging for Glaucoma Study
DOI: 10.57702/7jfq1vk0
title: IAN Dataset

description: IAN dataset [37] contains video frames from the street snap and movies.
DOI: 10.57702/tkhxdglg
title: Diffusion Models for Audio Restoration

description: Diffusion models for audio restoration
DOI: 10.57702/3oooi822
title: BioHit

description: BioHit is a widely-used public dataset for tongue segmentation.
DOI: 10.57702/1buxligu
title: Banknote Authentication

description: data extracted from real images of forged banknotes, with the help of an industrial camera.
DOI: 10.57702/oxm683dq
title: R2R-CE and RxR-CE

description: The R2R-CE and RxR-CE datasets are used for vision-language navigation tasks in continuous environments.
DOI: 10.57702/q771xici
title: Simulated Data Samples

description: Simulated data samples for validation experiments.
DOI: 10.57702/4qopbu5s
title: Hebrew Names Transliterated in English

description: The dataset used for training the language identification model, containing 16,500 Hebrew names transliterated in English, 3,600 Arabic names transliterated in English, and 2,000 Arabic names transliterated in Hebrew.
DOI: 10.57702/f14y4gex
title: STORAL

description: A dataset of Chinese and English human-written moral stories to assess the ability to bridge abstract morals and concrete events in stories.
DOI: 10.57702/38dbkzfl
title: CBIS-DDSM1 and Dream2

description: Two publicly available digital mammography datasets used for training and performance validation of the compression engines.
DOI: 10.57702/sj9szwhp
title: ImageNet400

description: The ImageNet400 dataset contains 400 images.
DOI: 10.5281/zenodo.14766058
title: BETA-FOR_SP9_Herbivory_2023

description: one-time sampling

################

Beech leaves were collected on all patches in 2023 and in a stratified design: on each patch, three trees from the canopy layer and three from the understory layer were randomly selected. Two branches were collected from each tree using a slingshot. From each branch, seven leaves were randomly collected. In total, 84 leaves were sampled on each patch. Leaf damages were identified for each leaf and assigned to a herbivore group.

################

We greatly acknowledge the help of:

Jorge Torres, Kim Zimmermann, Orsi Decker, Interns of the Bavarian Forest Nationalpark and all other assistants    
description: Variables Description################

*patchLabelBETAFOR: unique BETA-FOR patch label

*dwc:decimalLongitude: longitudinal coordinates of the patch in decimals

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*forestLayer: assignment to either canopy or understory

*treeInPatch: tree label for the 6 trees in a patch, numbers 1-6

*treeID: unique tree label, composed of patch label and treeInPatch number

*branchInTree: branch label for the 2 investigated branches in a tree, numbers 1-2

*branchID: unique branch label, composed of patch label, treeInPatch label and branchInTree label

*leafInBranch: leaf label for the 7 investigated leafs in a branch, numbers 1-7

*leafID: unique leaf label, composed of patch label, treeInPatch label, branchInTree label and leafInBranch label

*samplingDate: the date when the sample was taken

*widthRight(mm): branch width right of the leaf in [mm]

*widthLeft(mm): branch width left of the leaf in [mm]

*leafAssymetry: measure of the asymmetry of a leaf, 0 = symmetric, 1= assymetric, continuous scale

*herbivory: 1 if traces of herbivory were visible

*herbivoryType: assignment to one of the different herbivory types: "Leaf Chewers", "Skeletonizers", "Galls", "Leaf Miners", "Suckers", "Leaf Rollers", "Other damage (fungi)"

*dwc:occurrenceStatus: occurrance of herbivores on the sampled leaf, either present or absent

*dwc:organismQuantity: number of either individuals ore species found, type assigned in organismQuantityType 

*dwc:organismQuantityType: the quantity information is classified as either "individuals" or "%Species"
DOI: 10.5281/zenodo.14766059
title: BETA-FOR_SP9_Herbivory_2023

description: one-time sampling

################

Beech leaves were collected on all patches in 2023 and in a stratified design: on each patch, three trees from the canopy layer and three from the understory layer were randomly selected. Two branches were collected from each tree using a slingshot. From each branch, seven leaves were randomly collected. In total, 84 leaves were sampled on each patch. Leaf damages were identified for each leaf and assigned to a herbivore group.

################

We greatly acknowledge the help of:

Jorge Torres, Kim Zimmermann, Orsi Decker, Interns of the Bavarian Forest Nationalpark and all other assistants    
description: Variables Description################

*patchLabelBETAFOR: unique BETA-FOR patch label

*dwc:decimalLongitude: longitudinal coordinates of the patch in decimals

*dwc:decimalLatitude: latitudinal coordinates of the patch in decimals

*forestLayer: assignment to either canopy or understory

*treeInPatch: tree label for the 6 trees in a patch, numbers 1-6

*treeID: unique tree label, composed of patch label and treeInPatch number

*branchInTree: branch label for the 2 investigated branches in a tree, numbers 1-2

*branchID: unique branch label, composed of patch label, treeInPatch label and branchInTree label

*leafInBranch: leaf label for the 7 investigated leafs in a branch, numbers 1-7

*leafID: unique leaf label, composed of patch label, treeInPatch label, branchInTree label and leafInBranch label

*samplingDate: the date when the sample was taken

*widthRight(mm): branch width right of the leaf in [mm]

*widthLeft(mm): branch width left of the leaf in [mm]

*leafAssymetry: measure of the asymmetry of a leaf, 0 = symmetric, 1= assymetric, continuous scale

*herbivory: 1 if traces of herbivory were visible

*herbivoryType: assignment to one of the different herbivory types: "Leaf Chewers", "Skeletonizers", "Galls", "Leaf Miners", "Suckers", "Leaf Rollers", "Other damage (fungi)"

*dwc:occurrenceStatus: occurrance of herbivores on the sampled leaf, either present or absent

*dwc:organismQuantity: number of either individuals ore species found, type assigned in organismQuantityType 

*dwc:organismQuantityType: the quantity information is classified as either "individuals" or "%Species"
DOI: 10.17026/pt/6dvsag
title: Replication Data for:"High-Quality Cloud-Free Optical Image Generation Using Multi-Temporal SAR and Contaminated Optical Data"
title: PhD thesis: "SATELLITE SAR-OPTICAL IMAGE FUSION FOR CLOUD-FREE IMAGE GENERATION"

description: This is the dataset generated and related code for a research on High-Quality Cloud-Free Optical Image Generation Using Multi-Temporal SAR and Contaminated Optical Data&lt;br&gt;
The dataset generation process is as follows:&lt;br&gt;
Download Data from Google Earth Engine (GEE): The data download is managed by two scripts in the folder: chapter5\data_download. The main script calls a secondary script to execute the download process.&lt;br&gt;
Configuration: To run the download, you must adjust the study area and time period parameters within the main function.&lt;br&gt;
Temporal Configuration: For the two-phase dataset, imagery from July was used. For the three-phase dataset, imagery from August was added as a supplement.&lt;br&gt;
Generate the Final Dataset: Once the data is downloaded, processing scripts in chapter5\data_generation are used to generate the final dataset.&lt;br&gt;
The dataset contains two sub-datasets: two temporal version and three temporal version.
DOI: 10.18150/jjulwv
title: Light curve, spectra, and AIA DEMs for weak flares observed by STIX during 2021 Sep. 20–25

description: Following the Neupert effect, we quantify the relative yield of X-ray emission in different energy bands. During 2021 September 20–25, the Solar Orbiter mission was closer to the Sun (∼0.6 au) and had a moderate separation angle (&lt;40°) from the Sun–Earth line. We analysed multiwavelength emission from ∼200 (mostly weak) flares, commonly observed by the Spectrometer Telescope for Imaging X-rays (STIX), STEREO-A, GOES, and the Solar Dynamics Observatory. We identified strongly nonthermal flares by associating hard X-ray fluence (12–20 keV) and soft X-ray flux (4–10 keV) with the peak soft X-ray flux into the QF factor.We provide STIX light curves and spectrogram data with estimated QF in the dataset for all 203 analysed flares with marked time characteristics (JPEG files). For 20 selected flares, we provide GOES light curves and Differential Emission Measure estimates based on AIA data (JPEG files). The spectral data (spectrum files, spectral response matrices and fitted parameters for thermal and nonthermal components) are provided in FITS format (https://fits.gsfc.nasa.gov/fits_utility.html).