cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cj6e3a
title: Occurrence Download

description: A dataset containing 1276 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctipolus hirundinaceus (von Spix, 1825)"
 ]
}

 The dataset includes 1276 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051506-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2udfct
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ruprechtia glauca Meisn.)",
 "Country is one of (Brazil)"
 ]
}

 The dataset includes 146 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051507-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mds7e
title: Occurrence Download

description: A dataset containing 957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Praomys rostratus (Miller, 1900)"
 ]
}

 The dataset includes 957 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051508-250525065834625/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.cc2jj96l
title: CCDC 2339359: Experimental Crystal Structure Determination

description: Related Article: Edson Leonardo Scarpa de Souza, Sebastian Ahrens, Anke Spannenberg, Helfried Neumann, Kathrin Junge, Carlos Roque Duarte Correia, Ralf Jackstell, Matthias Beller|2025|Chem.Commun.|61|9083|doi:10.1039/D5CC01036E
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.cc2kgg5p
title: CCDC 2367382: Experimental Crystal Structure Determination

description: Related Article: Sajal Roy, Sharajit Saha, Hemanga Bhattacharyya, Tharmalingam Punniyamurthy|2025|Chem.Commun.|61|9095|doi:10.1039/D5CC01800E
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.cc2kj08d
title: CCDC 2368873: Experimental Crystal Structure Determination

description: Related Article: Chhatan Das, Pappu Naskar, Anjan Banerjee, Sourav Laha, Moumita Mukherjee, Ayan Datta, Partha Mahata|2025|Chem.Commun.|61|9107|doi:10.1039/D5CC00680E
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.cc2lpzs2
title: CCDC 2404415: Experimental Crystal Structure Determination

description: Related Article: Bapan Jana, Shewli Pratihar, Rajashi Haldar, Akash M. Chandran, Dipanti Borah, Prasanna Kumar S Mural, Maheswaran Shanmugam|2025|J.Mater.Chem.A|13|18776|doi:10.1039/D5TA01701G
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.cc2lpzt3
title: CCDC 2404416: Experimental Crystal Structure Determination

description: Related Article: Bapan Jana, Shewli Pratihar, Rajashi Haldar, Akash M. Chandran, Dipanti Borah, Prasanna Kumar S Mural, Maheswaran Shanmugam|2025|J.Mater.Chem.A|13|18776|doi:10.1039/D5TA01701G
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.cc2mk05d
title: CCDC 2429413: Experimental Crystal Structure Determination

description: Related Article: Azalea Uva, Yaejin Kim, Sofia Michailovich, Nathan S. Y. Hsu, David C. Bain, Shine H. Huang, Andrew J. Musser, Helen Tran|2025|Polym.Chem.|16|2817|doi:10.1039/D5PY00235D
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.cc2my5g7
title: CCDC 2441109: Experimental Crystal Structure Determination

description: Related Article: Sagar Nehe, Abhishek Kumar Yadav, Vikas D. Ghule, Srinivas Dharavath|2025|Chem.Commun.|61|9047|doi:10.1039/D5CC02368H
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.cc2my5h8
title: CCDC 2441110: Experimental Crystal Structure Determination

description: Related Article: Sagar Nehe, Abhishek Kumar Yadav, Vikas D. Ghule, Srinivas Dharavath|2025|Chem.Commun.|61|9047|doi:10.1039/D5CC02368H
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.wbqvbt
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mesoclemmys dahli (Zangerl & Medem, 1958)"
 ]
}

 The dataset includes 348 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051509-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/wp00823
title: Population, vaccination coverage, and zero-dose children estimates for Guinea version 1.0

description: These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the Reach the Unreached – Digital technologies to map zero-dose and unreached children in West and Central Africa project, funded by UNICEF — The United Nations Children’s Fund (contract No. 43387656). The project is led by UNICEF West Africa Regional Office focusing on five West African countries: Cameroon, Chad, Côte D’Ivoire, Guinea and Mali. The partners include the UNICEF Country Offices, WorldPop at the University of Southampton, MapAction and CartONG.

This data release provides gridded population, vaccination coverage and zero dose children estimates for Guinea. The reference year of this data package is 2023. N.B. Please note the uncertainties resulting from the old DHS data utilised for this study. All GIS files in this data release have the geographic coordinate system of WGS84 (World Geodetic System 1984). 
Population modelling used a Random Forest (RF)-based dasymetric mapping approach of observed or projected census population counts, developed by Stevens et al. (2015) and implemented in the popRF ‘R’ package by Bondarenko et al. (2021). The modelling disaggregated the 2023 census projections. These population estimates have a spatial resolution of approximately 100-metre (0.0008333 decimal degrees grid) and also contain age and sex disaggregated results with the same spatial resolution. Geo-statistical estimates of under-vaccinated (DPT3 antigen coverage) and zero-dose (DPT1 coverage) children under one-year-old utilised a Bayesian spatial regression model (Utazi et al. 2021; 2022; 2023), implemented by Chaudhuri et al. (2025). This application utilised the 2018 DHS for the modelling. The vaccination coverage estimates have a spatial resolution of approximately 1-kilometre resolution (0.008333 decimal degrees grid), but the results are also aggregated up to the various administrative levels in GIS shapefile and table formats.
DOI: 10.15468/dl.agcyz7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Morpho menelaus (Linnaeus, 1758)",
 "Year 2024-2024"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051511-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7wcys
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051510-250525065834625/datasets/export for details.
DOI: 10.15468/dl.e4nsuw
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dasyprocta mexicana Saussure, 1860"
 ]
}

 The dataset includes 1071 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051512-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15683641
title: Habituation during visual stimulation in zebrafish brain activity

description: This dataset contains acquisitions of the zebrafish brain activity carried out in Elavl3:H2BGCaMP6s larvae at 5 days post fertilization, raised at 28° C on a 12 h light/12 h dark cycle according to the approval by the Ethical Committee of the University of Padua (61/2020 dal Maschio). Larvae were embedded in 2 percent agarose gel and their brain activity was recorded using a multiphoton system with a custom 3D volumetric acquisition module. An entire volume of about 180 − 200um in thickness encompassing 30 planes separated by about 7um is acquired at a rate of 1 volume per second, sufficient to track the slow dynamics associated with the fluorescence-based activity reporter GCaMP6s.

Recording was carried out during visual stimulation. Looming stimuli were generated using Stytra and presented monocularly on a 50×50mm screen using a DPL4500 projector by Texas Instruments. The dark looming dot was presented 10 times with 150s intervals, centered with the fish eye and with a l/v parameter of 8.3 s, reaching at the end of the stimulation a visual angle of 79.4° corresponding to an angular expansion rate of 9.5°/s.

The acquired temporal series were first processed using an automatic pipeline, including motion artifact correction, temporal filtering with a rectangular window 3 seconds long, and automatic segmentation using Suite2P. Then, the obtained dataset was manually curated to resolve segmentation errors or to integrate cells not detected automatically. We fit the activity profiles of about 52,000 cells with a linear regression model using a set of base functions representing the expected responses to each of the stimulation events, obtained by convolving an exponentially decaying kernel of the GCaMP signal lifetime with square waveforms characterized by an amplitude different from zero only during the presentation of the corresponding visual stimulus. The resulting coefficients were divided for the mean squared error of the fit to obtain a set of scores. The activities of the cells whose scores fell within the top 5 of the distribution are reported in this dataset.
DOI: 10.5281/zenodo.15683642
title: Habituation during visual stimulation in zebrafish brain activity

description: This dataset contains acquisitions of the zebrafish brain activity carried out in Elavl3:H2BGCaMP6s larvae at 5 days post fertilization, raised at 28° C on a 12 h light/12 h dark cycle according to the approval by the Ethical Committee of the University of Padua (61/2020 dal Maschio). Larvae were embedded in 2 percent agarose gel and their brain activity was recorded using a multiphoton system with a custom 3D volumetric acquisition module. An entire volume of about 180 − 200um in thickness encompassing 30 planes separated by about 7um is acquired at a rate of 1 volume per second, sufficient to track the slow dynamics associated with the fluorescence-based activity reporter GCaMP6s.

Recording was carried out during visual stimulation. Looming stimuli were generated using Stytra and presented monocularly on a 50×50mm screen using a DPL4500 projector by Texas Instruments. The dark looming dot was presented 10 times with 150s intervals, centered with the fish eye and with a l/v parameter of 8.3 s, reaching at the end of the stimulation a visual angle of 79.4° corresponding to an angular expansion rate of 9.5°/s.

The acquired temporal series were first processed using an automatic pipeline, including motion artifact correction, temporal filtering with a rectangular window 3 seconds long, and automatic segmentation using Suite2P. Then, the obtained dataset was manually curated to resolve segmentation errors or to integrate cells not detected automatically. We fit the activity profiles of about 52,000 cells with a linear regression model using a set of base functions representing the expected responses to each of the stimulation events, obtained by convolving an exponentially decaying kernel of the GCaMP signal lifetime with square waveforms characterized by an amplitude different from zero only during the presentation of the corresponding visual stimulus. The resulting coefficients were divided for the mean squared error of the fit to obtain a set of scores. The activities of the cells whose scores fell within the top 5 of the distribution are reported in this dataset.
DOI: 10.5281/zenodo.15683782
title: HCF Monsoon Onset Forecast June 17, 2025

description: In the forecast file, the values represent the forecasted probabilities of monsoon onset in each interval after the forecast date. All probabilities rounded to 4 digits after the decimal point. For more details see here.
DOI: 10.5281/zenodo.15683783
title: HCF Monsoon Onset Forecast June 17, 2025

description: In the forecast file, the values represent the forecasted probabilities of monsoon onset in each interval after the forecast date. All probabilities rounded to 4 digits after the decimal point. For more details see here.
DOI: 10.48597/m5gz-rr35
title: Measurement of Nitrogen oxides at Hohenpeissenberg

description: Measurement of Nitrogen oxides at Hohenpeissenberg
DOI: 10.15468/dl.hurk7d
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Algansea aphanea Barbour & Miller, 1978"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnqda2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051514-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14975054
title: Neutron reflectometry reveals conformational changes in a mechanosensitive protein induced by an antimicrobial peptide in tethered lipid bilayers

description: Data sets and Jupyter notebooks with fits and error analysis for the paper "Neutron reflectometry reveals conformational changes in a mechanosensitive protein induced by an antimicrobial peptide in tethered lipid bilayers".
DOI: 10.5281/zenodo.14975055
title: Neutron reflectometry reveals conformational changes in a mechanosensitive protein induced by an antimicrobial peptide in tethered lipid bilayers

description: Data sets and Jupyter notebooks with fits and error analysis for the paper "Neutron reflectometry reveals conformational changes in a mechanosensitive protein induced by an antimicrobial peptide in tethered lipid bilayers".
DOI: 10.15468/dl.my3bb2
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Submersible Gathered Evidence of a Vulnerable Marine Ecosystem at the Melchior Islands, Western Antarctic Peninsula (Subarea 48.1)"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051515-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nx2dne
title: Occurrence Download

description: A dataset containing 82814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.6087 59.87921,10.87379 59.87921,10.87379 59.9722,10.6087 59.9722,10.6087 59.87921))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pica pica (Linnaeus, 1758), Parus major Linnaeus, 1758, Turdus merula Linnaeus, 1758)"
 ]
}

 The dataset includes 82814 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051495-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/wp00821
title: Population, vaccination coverage, and zero-dose children estimates for Cameroon version 1.0

description: These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the Reach the Unreached – Digital technologies to map zero-dose and unreached children in West and Central Africa project, funded by UNICEF — The United Nations Children’s Fund (contract No. 43387656). The project is led by UNICEF West Africa Regional Office focusing on five West African countries: Cameroon, Chad, Côte D’Ivoire, Guinea and Mali. The partners include the UNICEF Country Offices, WorldPop at the University of Southampton, MapAction and CartONG.

This data release provides gridded population, vaccination coverage and zero dose children estimates for Cameroon. The reference year of this data package is 2021. 

All GIS files in this data release have the geographic coordinate system of WGS84 (World Geodetic System 1984). 

The population modelling builds upon earlier GRID3 Bayesian population model developed for Cameroon by Nnanatu et al. (2022), extending its spatial coverage to national boundaries as defined by Le Programme Elargi de Vaccination of Cameroon (PEV). This earlier application combined multiple nationally representative household listing datasets received from the Cameroon National Statistical Office (NIS) with satellite-based settlement data and geospatial covariates (Woods et al. 2024) to train geospatial statistical model parameters which were used to estimate population numbers and number of households at high-resolution grid cells using advanced Bayesian hierarchical statistical modelling frameworks. These population estimates have a spatial resolution of approximately 100-metre (0.0008333 decimal degrees grid) and also contain age and sex disaggregated results with the same spatial resolution. 

Geo-statistical estimates of under-vaccinated (DPT3 antigen coverage) and zero-dose (DPT1 coverage) children under one-year-old utilised a Bayesian spatial regression model (Utazi et al. 2021; 2022; 2023), implemented by Chaudhuri et al (2025). This application utilised the ECVRC 2023 national vaccination survey for the modelling. The vaccination coverage estimates have a spatial resolution of approximately 1-kilometre resolution (0.008333 decimal degrees grid), but the results are also aggregated up to various administrative levels in GIS shapefile and table formats.
DOI: 10.15468/dl.q65jvu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051516-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hdtqs
title: Occurrence Download

description: A dataset containing 112110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagopus muta (Montin, 1781)"
 ]
}

 The dataset includes 112110 records from 389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051494-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.