cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2n2bsw
title: CCDC 2445118: Experimental Crystal Structure Determination

description: Related Article: Jesse Murillo, Maria J. Beltrán-Leiva, Novan A. G. Gray, Daniel J. Lussier, Enrique R. Batista, David J. H. Emslie, Melissa Fairley, Andrew J. Gaunt, J. Connor Gilhula, Susan K. Hanson, Stosh A. Kozimor, Brian N. Long, Iain May, Jeffrey L. Miller, Brian L. Scott, Jared T. Stritzinger, Ping Yang|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c14512
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.cc2nw8lf
title: CCDC 2469075: Experimental Crystal Structure Determination

description: Related Article: Jiaxing Wang, Yong Yuan, Xin Zhu|2025|Z.Kristallogr.-New Cryst.Struct.|240|737|doi:10.1515/ncrs-2025-0220
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.cc2nwb96
title: CCDC 2469128: Experimental Crystal Structure Determination

description: Related Article: Vera L. Mamedova, Sevil V. Mamedova, Dmitry E. Korshin, Aidar T. Gubaidullin, Ekaterina S. Bashirova, Victor V. Syakaev, Olga B. Babaeva, Il'dar Kh. Rizvanov, Elena L. Gavrilova, Vakhid A. Mamedov|2025|Synthesis|||doi:10.1055/a-2704-6842
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.cc2nwfbb
title: CCDC 2469222: Experimental Crystal Structure Determination

description: Related Article: Andres Gonzalez, Sascha Reith, Alexander Reckziegel, C. Gunnar Werncke|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03148
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.cc2nwfcc
title: CCDC 2469223: Experimental Crystal Structure Determination

description: Related Article: Andres Gonzalez, Sascha Reith, Alexander Reckziegel, C. Gunnar Werncke|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c03148
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.17153224
title: The catalog for "A New Way to Discover Strong Gravitational Lenses: Pair-wise Spectroscopic Search from DESI DR1"

description: Supplementary material to DESI's publication "A New Way to Discover Strong Gravitational Lenses: Pair-wise Spectroscopic Search from DESI DR1" to comply with the data management plan.

The uploaded catalog "fullcat.mrt" the data used to reproduce the figures and tables in the paper, including the candidate list, redshift distributions, the map of candidates, and classifications of the candidates.For the spectroscopic data of DESI DR1, see https://data.desi.lbl.gov/doc/access/.For the imaging data of DESI LS DR10, see https://www.legacysurvey.org/dr10/description/.
DOI: 10.5281/zenodo.17153225
title: The catalog for "A New Way to Discover Strong Gravitational Lenses: Pair-wise Spectroscopic Search from DESI DR1"

description: Supplementary material to DESI's publication "A New Way to Discover Strong Gravitational Lenses: Pair-wise Spectroscopic Search from DESI DR1" to comply with the data management plan.

The uploaded catalog "fullcat.mrt" the data used to reproduce the figures and tables in the paper, including the candidate list, redshift distributions, the map of candidates, and classifications of the candidates.For the spectroscopic data of DESI DR1, see https://data.desi.lbl.gov/doc/access/.For the imaging data of DESI LS DR10, see https://www.legacysurvey.org/dr10/description/.
DOI: 10.25505/fiz.icsd.cc2p8729
title: CSD 2480560: Experimental Crystal Structure Determination

description: Related Article: Wei Chen, Zi-Xuan Zhao, Chao He, Meng-Jiao Xu, Hui-Yan Zhao, Qi Wei, Guo-Ming Wang|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05029
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: 10.34740/kaggle/dsv/13974532
title: Mahanagar Yatayat Transport Dataset
DOI: 10.5281/zenodo.17802526
title: Transformed and standardized training set (rice chromosomes 1 to 10)

description: This dataset is used for training binary classifier models on ESM-1v transformed and standardized protein sequence representations for predicting highly conserved sites in plant genomes.
DOI: 10.5281/zenodo.17802527
title: Transformed and standardized training set (rice chromosomes 1 to 10)

description: This dataset is used for training binary classifier models on ESM-1v transformed and standardized protein sequence representations for predicting highly conserved sites in plant genomes.
DOI: 10.25378/janelia.30752807
title: PCC and MCC do not always sufficiently capture the nuance of colocalization

description: The underlying simulated image data for Figure 1 of <b><i>Redefining colocalization analysis with a novel Phasor Mixing Coefficient</i></b>.The TIF files are artificial images of biological structures created using the software Inkscape. Their names--A, B, and C--correspond to the panels of the Figure in the associated publication. The channels--ch1 and ch2--represent simulated single-color microscopy images from one of two fluorescent labels. These intensity images are subsequently used as inputs to simulate multispectral images given distinct spectra for each label. From these multispectral images (Figure 4 of the associated manuscript) the colocalization metrics Pearson's Correlation Coefficient (PCC) and Manders' Correlation Coefficients 1,2 (M<sub>1,2</sub>) are calculated. These analysis outputs are produced through the "Figure 4" section of the Jupyter notebook in the associated GitHub repository. The PNG "composite" files are pseudo-color merged images of the two channels, produced for qualitative inspection.
DOI: 10.25378/janelia.30752807.v1
title: PCC and MCC do not always sufficiently capture the nuance of colocalization

description: The underlying simulated image data for Figure 1 of <b><i>Redefining colocalization analysis with a novel Phasor Mixing Coefficient</i></b>.The TIF files are artificial images of biological structures created using the software Inkscape. Their names--A, B, and C--correspond to the panels of the Figure in the associated publication. The channels--ch1 and ch2--represent simulated single-color microscopy images from one of two fluorescent labels. These intensity images are subsequently used as inputs to simulate multispectral images given distinct spectra for each label. From these multispectral images (Figure 4 of the associated manuscript) the colocalization metrics Pearson's Correlation Coefficient (PCC) and Manders' Correlation Coefficients 1,2 (M<sub>1,2</sub>) are calculated. These analysis outputs are produced through the "Figure 4" section of the Jupyter notebook in the associated GitHub repository. The PNG "composite" files are pseudo-color merged images of the two channels, produced for qualitative inspection.
DOI: 10.5281/zenodo.15053242
title: Dataset for: Towards cartilage-mimicking hydrogels:  Biotribological evaluation of pHEMA and PVA-based materials

description: This dataset includes all the raw data published in the paper entitled: Towards cartilage-mimicking hydrogels:  Biotribological evaluation of pHEMA and PVA-based materials. The dataset specifically contains data from measurements of swelling kinetics of hydrogels, dynamic mechanical analysis (DMA) of hydrogels, images taken via scanning electron microscopy of the hydrogel surfaces, measurements of friction coefficients of hydrogels articulating with cartilage and CoCrMo counterfaces, and images taken by optical scanning microscopy, enabling evaluation of wear rate. Further information is provided in the README file.
DOI: 10.5281/zenodo.15053243
title: Dataset for: Towards cartilage-mimicking hydrogels:  Biotribological evaluation of pHEMA and PVA-based materials

description: This dataset includes all the raw data published in the paper entitled: Towards cartilage-mimicking hydrogels:  Biotribological evaluation of pHEMA and PVA-based materials. The dataset specifically contains data from measurements of swelling kinetics of hydrogels, dynamic mechanical analysis (DMA) of hydrogels, images taken via scanning electron microscopy of the hydrogel surfaces, measurements of friction coefficients of hydrogels articulating with cartilage and CoCrMo counterfaces, and images taken by optical scanning microscopy, enabling evaluation of wear rate. Further information is provided in the README file.
DOI: 10.21227/rwk4-p235
title: "Simultaneous Genetic Evolution of Neural Networks for Optimal SFC Embedding"

description: "The reliance of organisations on computer networks is enabled by network programmability, which is typically achieved through Service Function Chaining. These chains virtualise network functions, link them, and programmatically embed them on networking infrastructure. Optimal embedding of Service Function Chains is an NP-hard problem, with three sub-problems\u2015chain composition, virtual network function embedding, and link embedding\u2015that have to be optimised simultaneously, rather than sequentially, for optimal results. Genetic Algorithms have been employed for this, but existing approaches either do not optimise all three sub-problems or do not optimise all three sub-problems simultaneously.We propose a Genetic Algorithm-based approach called GENESIS, which evolves three sine-function-activated Neural Networks, and funnels their output to a Gaussian distribution and an A* algorithm to optimise all three sub-problems simultaneously. We evaluate GENESIS on an emulator across 48 different data centre scenarios and compare its performance to two state-of-the-art Genetic Algorithms and one greedy algorithm. GENESIS produces an optimal solution for 100% of the scenarios, whereas the second-best method optimises only 71% of the scenarios. Moreover, GENESIS is the fastest among all Genetic Algorithms, averaging 15.84 minutes, compared to an average of 38.62 minutes for the second-best Genetic Algorithm. "
DOI: 10.5281/zenodo.17804647
title: LATAM_PM2.5_1km_Mensual (2015)

description: Description



Resumen

LATAM_PM2.5_1km_Mensual es parte de una serie de conjuntos de datos regionales que proveen predicciones de concentraciones de PM2.5 de alta resolución a nivel del suelo en cinco ciudades principales de América Latina para el año 2015. Se genera a partir de múltiples fuentes de datos (por ejemplo, mediciones terrestres, productos de teledetección satelital y reanálisis atmosférico) utilizando modelos de machine learning (ML).

Codigo

Scripts de R para la generación de los modelos y la construcción de los datos, incluyendo códigos para la conversión de formatos y visualización: https://github.com/joseurquiza88/Prediccion-AQ-LatAm

Tesis doctoral relacionada: Productos satelitales como herramienta clave para predecir la variabilidad espacio-temporal del PM2.5 en centros urbanos de América Latina.
DOI: 10.5281/zenodo.17804648
title: LATAM_PM2.5_1km_Mensual (2015)

description: Description



Resumen

LATAM_PM2.5_1km_Mensual es parte de una serie de conjuntos de datos regionales que proveen predicciones de concentraciones de PM2.5 de alta resolución a nivel del suelo en cinco ciudades principales de América Latina para el año 2015. Se genera a partir de múltiples fuentes de datos (por ejemplo, mediciones terrestres, productos de teledetección satelital y reanálisis atmosférico) utilizando modelos de machine learning (ML).

Codigo

Scripts de R para la generación de los modelos y la construcción de los datos, incluyendo códigos para la conversión de formatos y visualización: https://github.com/joseurquiza88/Prediccion-AQ-LatAm

Tesis doctoral relacionada: Productos satelitales como herramienta clave para predecir la variabilidad espacio-temporal del PM2.5 en centros urbanos de América Latina.
DOI: 10.17026/ar/z6unu5
title: PAN-00002680 - coin/coin-related, Valens (364-378), naar (?), aes III

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002680&lt;/p&gt;
description: Modified: 2025-08-19T08:02:29+02:00
DOI: 10.15468/dl.kbgy6t
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taphozous melanopogon",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025615-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25378/janelia.30753341
title: The Phasor Mixing Coefficient accurately describes biological nuance

description: The underlying simulated image data for Figure 4 of <b><i>Redefining colocalization analysis with a novel Phasor Mixing Coefficient.</i></b>The TIF files A_ch1.tiff, A_ch2.tiff, B_ch1_new.tiff, B_ch2.tiff, C_ch1_new.tiff, and C_ch2_new.tiff are artificial images of biological structures created using the software Inkscape. Their names--A, B, and C--correspond to the panels of the associated publication. The channels--ch1 and ch2--represent simulated single-color microscopy images from one of two fluorescent labels. These images are the same as those of Figure 1 of the associated manuscript.These intensity images are subsequently used as inputs to simulate multispectral images given distinct spectra for each label: e.g. A_ch1_af561_spec.tif and A_ch2_af647_spec.tif (and similarly for the other two examples). Their names indicate the real fluorescent spectra from which they are simulated (AlexaFluor(AF)-561 and AF-647, respectively). Ch1 always corresponds to AF561 and Ch2 corresponds to AF647. The spectra are given as CSV files and named accordingly. The TIFF file A_afcomb_spec.tif corresponds to the element-wise sum of the two channel images for example A, with corresponding TIFF files for B and C.<br>The analysis outputs are produced through the "Figure 4" section of the Jupyter notebook in the associated GitHub repository.
DOI: 10.25378/janelia.30753341.v1
title: The Phasor Mixing Coefficient accurately describes biological nuance

description: The underlying simulated image data for Figure 4 of <b><i>Redefining colocalization analysis with a novel Phasor Mixing Coefficient.</i></b>The TIF files A_ch1.tiff, A_ch2.tiff, B_ch1_new.tiff, B_ch2.tiff, C_ch1_new.tiff, and C_ch2_new.tiff are artificial images of biological structures created using the software Inkscape. Their names--A, B, and C--correspond to the panels of the associated publication. The channels--ch1 and ch2--represent simulated single-color microscopy images from one of two fluorescent labels. These images are the same as those of Figure 1 of the associated manuscript.These intensity images are subsequently used as inputs to simulate multispectral images given distinct spectra for each label: e.g. A_ch1_af561_spec.tif and A_ch2_af647_spec.tif (and similarly for the other two examples). Their names indicate the real fluorescent spectra from which they are simulated (AlexaFluor(AF)-561 and AF-647, respectively). Ch1 always corresponds to AF561 and Ch2 corresponds to AF647. The spectra are given as CSV files and named accordingly. The TIFF file A_afcomb_spec.tif corresponds to the element-wise sum of the two channel images for example A, with corresponding TIFF files for B and C.<br>The analysis outputs are produced through the "Figure 4" section of the Jupyter notebook in the associated GitHub repository.
DOI: 10.15468/dl.23pteq
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avahi occidentalis",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025618-251120083545085/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/13974558
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.trry2z
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taphozous melanopogon",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025619-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.n0f4dx88
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.17026/ar/clxkdl
title: PAN-00038988 - Roman lock-pin type D

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00038988&lt;/p&gt;
description: Modified: 2025-08-11T15:16:28+02:00
DOI: 10.6084/m9.figshare.30095587
title: Shotgun metagenomics reveals distinct skin microbial species in allergen sensitized individuals

description: Supplementary Material for: Shotgun metagenomics reveals distinct skin microbial species in allergen sensitized individuals.<br>The data was produced from shotgun sequencing data that can be found in the NCBI Sequence Read Archive (SRA) with accession number PRJNA1155269. The data includes MetaPhlAn4 classified bacteria, archae and eukaryotes, and MetaPhlAn3 classified DNA virus abundance and count tables in Additional files 2, 3, 4 and 5, respectively. Per-sample metadata, including study participant filled questionnaire answers and sample technical data, is in Additional file 6. Written informed consent has been obtained from all study participants. IQ-TREE 2 constructed maximum likelihood phylogeny of 31 Malassezia restricta strains is in Additional file 7. StrainPhlAn and IQ-TREE commands for strain identification, multiple sequence alignment, likelihood-mapping and maximum likelihood phylogenetic tree construction is in Additional File 8.
DOI: 10.6084/m9.figshare.30095587.v1
title: Shotgun metagenomics reveals distinct skin microbial species in allergen sensitized individuals

description: Supplementary Material for: Shotgun metagenomics reveals distinct skin microbial species in allergen sensitized individuals.<br>The data was produced from shotgun sequencing data that can be found in the NCBI Sequence Read Archive (SRA) with accession number PRJNA1155269. The data includes MetaPhlAn4 classified bacteria, archae and eukaryotes, and MetaPhlAn3 classified DNA virus abundance and count tables in Additional files 2, 3, 4 and 5, respectively. Per-sample metadata, including study participant filled questionnaire answers and sample technical data, is in Additional file 6. Written informed consent has been obtained from all study participants. IQ-TREE 2 constructed maximum likelihood phylogeny of 31 Malassezia restricta strains is in Additional file 7. StrainPhlAn and IQ-TREE commands for strain identification, multiple sequence alignment, likelihood-mapping and maximum likelihood phylogenetic tree construction is in Additional File 8.
DOI: 10.15468/dl.8c5rdv
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taphozous melanopogon",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025621-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dsmvb
title: Occurrence Download

description: A dataset containing 2705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlorocebus aethiops"
 ]
}

 The dataset includes 2705 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025623-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsjfz6
title: Occurrence Download

description: A dataset containing 1113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Achatina fulica"
 ]
}

 The dataset includes 1113 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rf9vd
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taphozous melanopogon",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025627-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrgn8n
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avahi peyrierasi",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/bebmve
title: PAN-00174773 - Late Medieval heart shaped belt mount

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00174773&lt;/p&gt;
description: Modified: 2025-05-26T14:23:42+02:00