cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4fn5vt
title: Occurrence Download

description: A dataset containing 2142 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Cebus apella (Linnaeus, 1758)"
 ]
}

 The dataset includes 2142 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283652-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.otv0ew
title: Occurrence Download

description: A dataset containing 4909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dillwynia retorta (J.C.Wendl.) Druce",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4909 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039687-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2cxhe
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptychoderidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 180 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017349-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caqetq
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deinbollia onanae Cheek"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017448-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmdvvt
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apsilus fuscus Valenciennes, 1830"
 ]
}

 The dataset includes 702 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037001-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqg7fe
title: Occurrence Download

description: A dataset containing 45072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Poeciliidae"
 ]
}

 The dataset includes 45072 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034240-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmcxbx
title: Occurrence Download

description: A dataset containing 1370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dodonaea bursariifolia F.Muell.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1370 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039708-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pubvuj
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Contopus nigrescens",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 422 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067683-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhem5c
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wedelia talpana B.L.Turner"
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034226-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyxufa
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Brazil, Paraguay, Argentina, Bolivia (Plurinational State of))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, April, March, February, January)",
 "OccurrenceStatus is Present",
 "TaxonKey is Micrablepharus maximiliani (Reinhardt & Lütken, 1862)",
 "Year 1000-2022"
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206015-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xawmhy
title: Occurrence Download

description: A dataset containing 34732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 34732 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114088-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7583g3
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis ternata (Nakai) Nakai"
 ]
}

 The dataset includes 273 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002935-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.doobgc
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Numérisation des données faune contenues dans les Bulletins de la Société Linnéenne de Bordeaux-Bulletin de la Société Linnéenne de Bordeaux, Tome 145 (N.S) n° 38 (3), 2010 - Données faune"
 ]
}

 The dataset includes 146 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010885-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qptr2d
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harrimaniidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 470 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017340-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7ztty
title: Occurrence Download

description: A dataset containing 3072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Doryphora sassafras Endl.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3072 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039750-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tx2cva
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylarana macrodactyla Günther, 1858"
 ]
}

 The dataset includes 1028 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0298751-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.427v54
title: Occurrence Download

description: A dataset containing 16313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astroscopus guttatus Abbott, 1860"
 ]
}

 The dataset includes 16313 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017324-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38eyp8
title: Occurrence Download

description: A dataset containing 1071 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena tarsata Nylander, 1848)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1071 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230626-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68yj5h
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amellus microglossus DC."
 ]
}

 The dataset includes 164 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030509-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpsjrm
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eridacnis radcliffei Smith, 1913"
 ]
}

 The dataset includes 90 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017328-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11199714
title: Computational Methods for Investigating Organic Radical Species

description: Supporting information for the paper: Computational Methods for Investigating Organic Radical Species

This repository contains the tabulated data, ASE databases, and Jupyter notebooks used for analysing and visualising the data.
DOI: 10.15468/dl.xxuby2
title: Occurrence Download

description: A dataset containing 25242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myocastor coypus (Molina, 1782)",
 "Year is one of (1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023)",
 "Country is one of (Germany, Belgium, Netherlands)"
 ]
}

 The dataset includes 25242 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008394-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10897447
title: Tower-based C-band radar measurements of an alpine snowpack

description: This repository contains the data presented in the following paper: Brangers, I., Marshall, H.-P., De Lannoy, G., Dunmire, D., Matzler, C., and Lievens, H.: Tower-based C-band radar measurements of an alpine snowpack, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2023-2927, 2023. 

The data consist of C-band tower based radar data measured in the Idaho Rocky mountains during the snow seasons of 2021-2022 and 2022-2023. The site lies within a local ski area called 'Bogus Basin'. Information about the data collection and processing is presented in the aforementioned paper.

The data contains arrays with the timestamps of the measurements, the sampling frequency, and matrices of the time-domain traces of radar bakcscatter at 4 channels (rows=samples/timedomain bins, increases with distance from radar; columns=traces, 1 for each ~hourly timestep ). An example script on how to read and process the data using Matlab is included.

For any further questions please contact Isis Brangers (isis.brangers@kuleuven.be) or Hans Lievens (hans.lievens@ugent.be)
DOI: 10.5281/zenodo.12621935
title: MoMA Collection - Automatic Update

description: Temporary Description
DOI: 10.5281/zenodo.12621936
title: MoMA Collection - Automatic Update

description: Temporary Description
DOI: 10.5281/zenodo.12622722
title: Flower production and water infiltration in LandKlif experimental urban grassland plots

description: Mixtures of grassland communities (three different compositions varying in composition of grasses and forbs) were sown in field experimental areas (56 plots, 2 x 4 m each) in Munich and Weihenstephan in 2020. In June and August 2021, flower production of dicotyledonous, richness of dicotyledonous species in bloom, and soil water infiltration were measured in the plots, as a proxy to ecosystem functions related to resource offer to pollinators and water regulation. For integrity of the database, all field experimental units of this study are associated to Plot ID 7835_1_U, but the variable PlotID is deprecated. 

LandKlif is funded by the Bavarian State Ministry of Science and the Arts within the Bavarian Climate Research Network (bayklif).  Within the five year funding period of bayklif, five interdisciplinary senior research associations and five junior research groups are be financed with a total sum of 18 million Euro. LandKliF, as one of the five interdisciplinary senior research associations, addresses the effects of climate change on biodiversity and ecosystem services in semi-natural, agricultural and urban landscapes.
DOI: 10.5281/zenodo.12622723
title: Flower production and water infiltration in LandKlif experimental urban grassland plots

description: Mixtures of grassland communities (three different compositions varying in composition of grasses and forbs) were sown in field experimental areas (56 plots, 2 x 4 m each) in Munich and Weihenstephan in 2020. In June and August 2021, flower production of dicotyledonous, richness of dicotyledonous species in bloom, and soil water infiltration were measured in the plots, as a proxy to ecosystem functions related to resource offer to pollinators and water regulation. For integrity of the database, all field experimental units of this study are associated to Plot ID 7835_1_U, but the variable PlotID is deprecated. 

LandKlif is funded by the Bavarian State Ministry of Science and the Arts within the Bavarian Climate Research Network (bayklif).  Within the five year funding period of bayklif, five interdisciplinary senior research associations and five junior research groups are be financed with a total sum of 18 million Euro. LandKliF, as one of the five interdisciplinary senior research associations, addresses the effects of climate change on biodiversity and ecosystem services in semi-natural, agricultural and urban landscapes.
DOI: 10.5281/zenodo.12622681
title: Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors, dataset

description: This is the dataset used in the 'Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors.' It contains 2 folders:



train_diffusion: a set of 5,000 images used to train the diffusion model.

translated: a set of approximately 50,000 images converted via a diffusion model pre-trained on a small set of real images.


The 'translated' folder contains a labels.csv file, providing the corresponding label for every image.
DOI: 10.5281/zenodo.12622682
title: Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors, dataset

description: This is the dataset used in the 'Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors.' It contains 2 folders:



train_diffusion: a set of 5,000 images used to train the diffusion model.

translated: a set of approximately 50,000 images converted via a diffusion model pre-trained on a small set of real images.


The 'translated' folder contains a labels.csv file, providing the corresponding label for every image.
DOI: 10.5281/zenodo.11500649
title: Annex E - Raw occurrence dataset

description: Raw occurrence dataset for DMA and MMA CONTAM Panel Opinion on small organoarsenic species.
description: EU; en; CSV; FEEDCO@efsa.europa.eu
DOI: 10.5281/zenodo.11500650
title: Annex E - Raw occurrence dataset

description: Raw occurrence dataset for DMA and MMA CONTAM Panel Opinion on small organoarsenic species.
description: EU; en; CSV; FEEDCO@efsa.europa.eu
DOI: 10.5281/zenodo.12622739
title: Beryllium Isotopes in Maar Lake Sediments Response to Rapid Climate Change Since the Last Deglaciation

description: Data for "Beryllium Isotopes in Maar Lake Sediments Response to Rapid Climate Change Since the Last Deglaciation"
DOI: 10.5281/zenodo.12622740
title: Beryllium Isotopes in Maar Lake Sediments Response to Rapid Climate Change Since the Last Deglaciation

description: Data for "Beryllium Isotopes in Maar Lake Sediments Response to Rapid Climate Change Since the Last Deglaciation"
DOI: 10.5281/zenodo.12578442
title: Spatially Coherent 3D Distributions of HI and CO in the Milky Way - Data Products

description: Data products from the joint reconstruction of Galactic HI and H2 (via CO).

Primary data products:

These are the posterior samples of the "densities" (HI and H2) in cm^-3 and "auxiliary" fields (i.e. the three components of the Galactic velocity field and the two spatially resolved line-widths) in km/s on our Sun-centered HEALPix-times-radius grid. These files also contain two tables with the centres and edges of the pixelisation in radial direction. The nearest (farthest) bin is at approximately 50 pc (28 kpc). The HEALPix dimension is ordered using the "nested" scheme.



samples_densities_hpixr.fits 

samples_auxiliary_hpixr.fits


Interpolated to a regular grid:

For convenience, we also provide versions linearly interpolated to regular, Cartesian grids. Due to the strongly inhomogeneous original numerical grid, these interpolated versions contain regions of significant over/undersampling. To mitigate this a little, we provide a "local" (800 x 800 x 320 grid points with -1.25 kpc < x < 1.25 kpc, -1.25 kpc < y < 1.25 kpc and -0.5 kpc < z < 0.5 kpc) and a "global" (1250 x 1250 x 125 grid points with -12 kpc < x < 28 kpc, -20 kpc < y < 20 kpc, -2 kpc < z < 2 kpc) version. The origin (0,0,0) is defined by the position of the Sun and positive x points towards the Galactic centre.

In an attempt to keep the file sizes reasonable, we provide the mean and standard deviation of each field instead of all eight individual samples.



mean_std_densities_xyz_global.fits

mean_std_densities_xyz_local.fits

mean_std_auxiliary_xyz_global.fits

mean_std_auxiliary_xyz_local.fits
DOI: 10.5281/zenodo.12578443
title: Spatially Coherent 3D Distributions of HI and CO in the Milky Way - Data Products

description: Data products from the joint reconstruction of Galactic HI and H2 (via CO).

Primary data products:

These are the posterior samples of the "densities" (HI and H2) in cm^-3 and "auxiliary" fields (i.e. the three components of the Galactic velocity field and the two spatially resolved line-widths) in km/s on our Sun-centered HEALPix-times-radius grid. These files also contain two tables with the centres and edges of the pixelisation in radial direction. The nearest (farthest) bin is at approximately 50 pc (28 kpc). The HEALPix dimension is ordered using the "nested" scheme.



samples_densities_hpixr.fits 

samples_auxiliary_hpixr.fits


Interpolated to a regular grid:

For convenience, we also provide versions linearly interpolated to regular, Cartesian grids. Due to the strongly inhomogeneous original numerical grid, these interpolated versions contain regions of significant over/undersampling. To mitigate this a little, we provide a "local" (800 x 800 x 320 grid points with -1.25 kpc < x < 1.25 kpc, -1.25 kpc < y < 1.25 kpc and -0.5 kpc < z < 0.5 kpc) and a "global" (1250 x 1250 x 125 grid points with -12 kpc < x < 28 kpc, -20 kpc < y < 20 kpc, -2 kpc < z < 2 kpc) version. The origin (0,0,0) is defined by the position of the Sun and positive x points towards the Galactic centre.

In an attempt to keep the file sizes reasonable, we provide the mean and standard deviation of each field instead of all eight individual samples.



mean_std_densities_xyz_global.fits

mean_std_densities_xyz_local.fits

mean_std_auxiliary_xyz_global.fits

mean_std_auxiliary_xyz_local.fits