cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.er2a9m
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cissus lanea Desc."
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000345-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3nrsq
title: Occurrence Download

description: A dataset containing 2088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 2088 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020476-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsvkpk
title: Occurrence Download

description: A dataset containing 2277 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nettapus auritus (Boddaert, 1783)"
 ]
}

 The dataset includes 2277 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011672-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w539r
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenidium lhasanum Pimenov & Kljuykov"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024820-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6d8t7
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zea mays L.",
 "Year 2015-2024"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020475-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nj1x3
title: Occurrence Download

description: A dataset containing 4685 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros biológicos de especies de fauna vertebrada terrestre en las centrales de San Carlos y Jaguas - 2006"
 ]
}

 The dataset includes 4685 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011672-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmc4ug
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenidium nubigenum (H.Wolff) Pimenov & Kljuykov"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024842-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nhyr4
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus turkestanus Bunge ex Boiss."
 ]
}

 The dataset includes 42 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038373-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fafsoo
title: Occurrence Download

description: A dataset containing 6237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soricidae",
 "Country is Mexico",
 "Geometry POLYGON((-131.99 7.65,-131.99 39.25,-76.88 39.25,-76.88 7.65,-131.99 7.65))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6237 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011672-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vb2gb
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clerodendrum macrostegium Schauer"
 ]
}

 The dataset includes 189 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000365-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we2x3q
title: Occurrence Download

description: A dataset containing 62918 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eryngium maritimum L."
 ]
}

 The dataset includes 62918 records from 498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049310-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71513/ngri.magvar/cby.2013-2015
title: CSIR-NGRI Campbell Bay Remote Station Geomagnetic data 2013-2015
DOI: 10.34740/kaggle/dsv/10558601
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.71513/ngri.magvar/cby.2010-2012
title: CSIR-NGRI Campbell Bay Remote Station Geomagnetic data 2010-2012
DOI: 10.5281/zenodo.14724740
title: Dataset for Publication "Linking birth experience and perinatal depression symptoms to neuroanatomical changes in hippocampus and amygdala"

description: This repository contains the data necessary to evaluate the conclusions of the paper "C. Ballesteros et al., Linking birth experience and perinatal depression symptoms to neuroanatomical changes in hippocampus and amygdala".
DOI: 10.5281/zenodo.14724741
title: Dataset for Publication "Linking birth experience and perinatal depression symptoms to neuroanatomical changes in hippocampus and amygdala"

description: This repository contains the data necessary to evaluate the conclusions of the paper "C. Ballesteros et al., Linking birth experience and perinatal depression symptoms to neuroanatomical changes in hippocampus and amygdala".
DOI: 10.15468/dl.p8k7kq
title: Occurrence Download

description: A dataset containing 12933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-34.16327 6.41905,72.54317 6.41905,72.54317 72.62307,-34.16327 72.62307,-34.16327 6.41905))",
 "HasGeospatialIssue is false",
 "TaxonKey is Diplodus sargus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12933 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002545-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14723884
title: Raw Diffraction Images and (Quantum-)Crystallographic Models of WYLID using Synchrotron Radiation at 22keV

description: This dataset contains the raw diffraction images, as well as structural models for a publication in J. Apl. Cryst. using synchrotron radiation.

The raw data can be found in the "images" folder, the structural models in the "struct" folder.

The type of model is indicated by the prefix of the model:



IAM: Independent Atom Model

HAR: Hirshfeld Atom Refinement

MM: Multipolar Model
DOI: 10.5281/zenodo.14723885
title: Raw Diffraction Images and (Quantum-)Crystallographic Models of WYLID using Synchrotron Radiation at 22keV

description: This dataset contains the raw diffraction images, as well as structural models for a publication in J. Apl. Cryst. using synchrotron radiation.

The raw data can be found in the "images" folder, the structural models in the "struct" folder.

The type of model is indicated by the prefix of the model:



IAM: Independent Atom Model

HAR: Hirshfeld Atom Refinement

MM: Multipolar Model
DOI: 10.5281/zenodo.14724980
title: Raw GC/MS data of volatile molecule profile

description: Raw GC/MS data relative to the volatile profiles reported in the manuscript https://doi.org/10.1016/j.jff.2024.106136
DOI: 10.5281/zenodo.14724981
title: Raw GC/MS data of volatile molecule profile

description: Raw GC/MS data relative to the volatile profiles reported in the manuscript https://doi.org/10.1016/j.jff.2024.106136
DOI: 10.71513/ngri.magvar/pty.2022-2024
title: CSIR-NGRI Patiyasar Remote Station Geomagnetic data 2022-2024
DOI: 10.18150/lw5hjj
title: Comparative study of the mid-infrared generation via Raman soliton self-frequency shift generated in fluoride fibers

description: This dataset contains files used to generate figures presented in the manuscript "Mid-infrared generation via Raman soliton self-frequency shift in fluoride fibers: a comparative study".Authors of the paper: Olga Szewczyk, Karolina Suliga, Jarosław Sotor, Maciej KowalczykThe authors acknowledge funding from the Polish National Agency for Academic Exchange (BPN/PPO/2022/1/00028/U/00001), National Science Centre (2023/02/1/ST7/00006; 2022/45/N/ST7/03175), Max Planck Society (Max Planck Partner Group Programme), and Foundation for Polish Science (FENG.02.02-IP.05-0069/23).-------------------------Figure 2 presents the dispersion data of the investigated fluoride fibers F1 - F6.Figure 3 presents the optical spectra of the oscillator and the frequency-shifted optical solitons generated in the fluoride fibers F1 to F6.Figure 4 (Fig4a and Fig4b) presents the experimental (a) and simulated (b) optical spectra of the solitons generated in the fluoride fiber for different pumping powers. Figure (a) also contains attenuation curve for the ZBLAN fiber.Figure 5 presents the results of simulated soliton generation for the simulated increasing average powers of the pumping oscillator.Figure 6 presents the results of relative intensity noise measured for the 4 μm optical soliton and noise floor, and integrated relative intensity noise calculated also for the soliton and the noise floor.
DOI: 10.15468/dl.6arrcp
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.73699 4.24297,162.84469 4.24297,162.84469 58.21056,27.73699 58.21056,27.73699 4.24297))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes ferrilata Hodgson, 1842"
 ]
}

 The dataset includes 113 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002547-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14724826
title: Raw microbiological data figure 1

description: Raw microbiological data of figure 1
DOI: 10.5281/zenodo.14724827
title: Raw microbiological data figure 1

description: Raw microbiological data of figure 1
DOI: 10.15468/dl.x9rf8f
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gammiella pterogonioides (Griff.) Broth."
 ]
}

 The dataset includes 31 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002548-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13739655
title: Recommendations for reporting equivalent black carbon (eBC) mass concentrations based on long-term pan-European in-situ observations

description: A reliable determination of equivalent black carbon (eBC) mass concentrations derived from filter absorption photometers (FAPs) measurements depends on the appropriate quantification of the mass absorption cross-section (MAC) for converting the absorption coefficient (babs) to eBC. This study investigates the spatial–temporal variability of the MAC obtained from simultaneous elemental carbon (EC) and babs measurements performed at 22 sites. We compared different methodologies for retrieving eBC integrating different options for calculating MAC including: locally derived, median value calculated from 22 sites, and site-specific rolling MAC. The eBC concentrations that underwent correction using these methods were identified as LeBC (local MAC), MeBC (median MAC), and ReBC (Rolling MAC) respectively. Pronounced differences (up to more than 50 %) were observed between eBC as directly provided by FAPs (NeBC; Nominal instrumental MAC) and ReBC due to the differences observed between the experimental and nominal MAC values. The median MAC was 7.8 ± 3.4 m2 g-1 from 12 aethalometers at 880 nm, and 10.6 ± 4.7 m2 g-1 from 10 MAAPs at 637 nm. The experimental MAC showed significant site and seasonal dependencies, with heterogeneous patterns between summer and winter in different regions. In addition, long-term trend analysis revealed statistically significant (s.s.) decreasing trends in EC. Interestingly, we showed that the corresponding corrected eBC trends are not independent of the way eBC is calculated due to the variability of MAC. NeBC and EC decreasing trends were consistent at sites with no significant trend in experimental MAC. Conversely, where MAC showed s.s. trend, the NeBC and EC trends were not consistent while ReBC concentration followed the same pattern as EC. These results underscore the importance of accounting for MAC variations when deriving eBC measurements from FAPs and emphasize the necessity of incorporating EC observations to constrain the uncertainty associated with eBC.
description: Attention! The use of data requires contact with the data provider. Please request acknowledgment details from data originators in compliance with data sharing and citation. Attribution to RI-URBANS is needed from users to give appropriate credit.

All scientific articles and reports using data need to acknowledge the project;

"This study uses data that has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement No 101036245, Spanish Ministry of Science and Innovation under the project CAIAC (PID2019-108990RB-I00), AIR- PHONEMA (PID2022-142160OB-I00), Generalitat de Catalunya (AGAUR, SGR-447), and FPI grant (PRE-2020-095498)."
DOI: 10.5281/zenodo.13739654
title: Recommendations for reporting equivalent black carbon (eBC) mass concentrations based on long-term pan-European in-situ observations

description: A reliable determination of equivalent black carbon (eBC) mass concentrations derived from filter absorption photometers (FAPs) measurements depends on the appropriate quantification of the mass absorption cross-section (MAC) for converting the absorption coefficient (babs) to eBC. This study investigates the spatial–temporal variability of the MAC obtained from simultaneous elemental carbon (EC) and babs measurements performed at 22 sites. We compared different methodologies for retrieving eBC integrating different options for calculating MAC including: locally derived, median value calculated from 22 sites, and site-specific rolling MAC. The eBC concentrations that underwent correction using these methods were identified as LeBC (local MAC), MeBC (median MAC), and ReBC (Rolling MAC) respectively. Pronounced differences (up to more than 50 %) were observed between eBC as directly provided by FAPs (NeBC; Nominal instrumental MAC) and ReBC due to the differences observed between the experimental and nominal MAC values. The median MAC was 7.8 ± 3.4 m2 g-1 from 12 aethalometers at 880 nm, and 10.6 ± 4.7 m2 g-1 from 10 MAAPs at 637 nm. The experimental MAC showed significant site and seasonal dependencies, with heterogeneous patterns between summer and winter in different regions. In addition, long-term trend analysis revealed statistically significant (s.s.) decreasing trends in EC. Interestingly, we showed that the corresponding corrected eBC trends are not independent of the way eBC is calculated due to the variability of MAC. NeBC and EC decreasing trends were consistent at sites with no significant trend in experimental MAC. Conversely, where MAC showed s.s. trend, the NeBC and EC trends were not consistent while ReBC concentration followed the same pattern as EC. These results underscore the importance of accounting for MAC variations when deriving eBC measurements from FAPs and emphasize the necessity of incorporating EC observations to constrain the uncertainty associated with eBC.
description: Attention! The use of data requires contact with the data provider. Please request acknowledgment details from data originators in compliance with data sharing and citation. Attribution to RI-URBANS is needed from users to give appropriate credit.

All scientific articles and reports using data need to acknowledge the project;

"This study uses data that has received funding from the European Union's Horizon 2020 research and innovation program under grant agreement No 101036245, Spanish Ministry of Science and Innovation under the project CAIAC (PID2019-108990RB-I00), AIR- PHONEMA (PID2022-142160OB-I00), Generalitat de Catalunya (AGAUR, SGR-447), and FPI grant (PRE-2020-095498)."
DOI: 10.5281/zenodo.14639004
title: Raw data and processed data of resolution dependence on the average STED beam power in a STED holographic endoscope

description: Raw data of imaged 400nm and 500nm fluorescent nanospheres for assessing the Full Width at Half Maximum (FWHM) dependence on the STED average beam power from Figure 2. To be used with the Supplementary Code: '100sphere_analysis.py'.The ZIP files 400nm.zip and 500nm.zip contain folders with the respective raw data. 

Each folder contains HDF5 files with the following name structure:

m[number]_p[power].hdf5 - STED images (excitation + depletion beam at a specific power)m[number]_p[power]_b.hdf5 -  Background images (no excitation, just depletion beam at a specific power) [to subtract to the respective image above)

[number] - from 0 to 9 | correspond to the image number[power] - values from the following list (0,119,123,126,131,137,140,143,147,153). Note that these values do not correspond to the real power values!The real average power values can be seen in the file FWHM1-10_data_400nm_final.hdf5 or FWHM1-10_data_500nm_final.hdf5, respectively, under the dataset name 'Intensity'.

Total of 10 images numbers, at 10 depletion power each (100 measurements x 2 sphere sizes [400nm and 500nm]), with respective background (except for 0mW depletion beam power). Each image was done always in brand new sphere (no sphere was reused to avoid influence of photobleaching).

The processed data from Figure 2 can be found in the files FWHM1-10_data_400nm_final.hdf5 and FWHM1-10_data_500nm_final.hdf5, for 400nm and 500nm nanospheres, respectively. These datasets were obtained by processing the previous files using the Supplementary Code: '100sphere_analysis.py'. The files contain 5 datasets:Average FWHM - average full width at half maximum over 10 measurements/images at a specific STED depletion beam powerAverage StandardDeviation - standard deviation of full width at half maximum of 10 measurements/images at a specific STED depletion beam powerFWHM - full width at half maximum for all images spheres (10 spheres at 10 depletion powers each)Intensity - STED depletion beam average power for each measured/imaged sphereIntensity StandardDeviation - standard deviation of the intensity values (power fluctuation)

The result of the fit model from Figure 2 is available in the file StedFit.h5. The file has 4 datasets:ism - intensityfwhm0_29 - full width at half maximum extrapolated for a 0nm sphere, corresponding to the effective STED point spread functinofwhm400_29n - full width at half maximum fit for the 400nm nanosphere datapointsfwhm500_29n - full width at half maximum fit for the 500nm nanosphere datapoints
DOI: 10.5281/zenodo.14639005
title: Raw data and processed data of resolution dependence on the average STED beam power in a STED holographic endoscope

description: Raw data of imaged 400nm and 500nm fluorescent nanospheres for assessing the Full Width at Half Maximum (FWHM) dependence on the STED average beam power from Figure 2. To be used with the Supplementary Code: '100sphere_analysis.py'.The ZIP files 400nm.zip and 500nm.zip contain folders with the respective raw data. 

Each folder contains HDF5 files with the following name structure:

m[number]_p[power].hdf5 - STED images (excitation + depletion beam at a specific power)m[number]_p[power]_b.hdf5 -  Background images (no excitation, just depletion beam at a specific power) [to subtract to the respective image above)

[number] - from 0 to 9 | correspond to the image number[power] - values from the following list (0,119,123,126,131,137,140,143,147,153). Note that these values do not correspond to the real power values!The real average power values can be seen in the file FWHM1-10_data_400nm_final.hdf5 or FWHM1-10_data_500nm_final.hdf5, respectively, under the dataset name 'Intensity'.

Total of 10 images numbers, at 10 depletion power each (100 measurements x 2 sphere sizes [400nm and 500nm]), with respective background (except for 0mW depletion beam power). Each image was done always in brand new sphere (no sphere was reused to avoid influence of photobleaching).

The processed data from Figure 2 can be found in the files FWHM1-10_data_400nm_final.hdf5 and FWHM1-10_data_500nm_final.hdf5, for 400nm and 500nm nanospheres, respectively. These datasets were obtained by processing the previous files using the Supplementary Code: '100sphere_analysis.py'. The files contain 5 datasets:Average FWHM - average full width at half maximum over 10 measurements/images at a specific STED depletion beam powerAverage StandardDeviation - standard deviation of full width at half maximum of 10 measurements/images at a specific STED depletion beam powerFWHM - full width at half maximum for all images spheres (10 spheres at 10 depletion powers each)Intensity - STED depletion beam average power for each measured/imaged sphereIntensity StandardDeviation - standard deviation of the intensity values (power fluctuation)

The result of the fit model from Figure 2 is available in the file StedFit.h5. The file has 4 datasets:ism - intensityfwhm0_29 - full width at half maximum extrapolated for a 0nm sphere, corresponding to the effective STED point spread functinofwhm400_29n - full width at half maximum fit for the 400nm nanosphere datapointsfwhm500_29n - full width at half maximum fit for the 500nm nanosphere datapoints
DOI: 10.15468/dl.sw49vv
title: Occurrence Download

description: A dataset containing 12933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-34.16327 6.41905,72.54317 6.41905,72.54317 72.62307,-34.16327 72.62307,-34.16327 6.41905))",
 "HasGeospatialIssue is false",
 "TaxonKey is Diplodus sargus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12933 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002549-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14725059
title: Dataset Cotarelo et al (2021) sustainability
DOI: 10.5281/zenodo.14725060
title: Dataset Cotarelo et al (2021) sustainability