cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.exe3pu
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia cryptospinosa P.R.O.Bally"
 ]
}

 The dataset includes 22 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045958-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h78tvv
title: Occurrence Download

description: A dataset listing the 341 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is African Mammalia"
 ]
}

 The dataset's 341 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003229-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2sf75
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garcinia hanburyi Hook.fil."
 ]
}

 The dataset includes 182 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000892-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edg6f7
title: Occurrence Download

description: A dataset containing 1222 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Augastes scutatus (Temminck, 1824)"
 ]
}

 The dataset includes 1222 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045798-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjg2lr
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1924-1966",
 "HasCoordinate is true",
 "TaxonKey is Davidia involucrata Baill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 177 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003237-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfzyzw
title: Occurrence Download

description: A dataset containing 23401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica tournefortii Gouan"
 ]
}

 The dataset includes 23401 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000891-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/fntfaf
title: First records of diapsid Palacrodon from the Norian, Late Triassic Chinle Formation of Arizona, and their biogeographic implications

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kligman, Ben T., Marsh, Adam D., Parker, William G. (2018): First records of diapsid Palacrodon from the Norian, Late Triassic Chinle Formation of Arizona, and their biogeographic implications. Acta Palaeontologica Polonica 63 (1): 117-127, DOI: 10.4202/app.00426.2017, URL: http://dx.doi.org/10.4202/app.00426.2017
DOI: 10.15468/a9matt
title: Two new species of Plutomurus Yosii (Collembola: Tomoceridae) from the Caucasus and central Europe

description: This dataset contains the digitized treatments in Plazi based on the original journal article Barjadze, Shalva, Parimuchová, Andrea, Raschmanová, Natália, Maghradze, Eter, Kováč, Ľubomír (2022): Two new species of Plutomurus Yosii (Collembola: Tomoceridae) from the Caucasus and central Europe. Zootaxa 5169 (3): 252-266, DOI: 10.11646/zootaxa.5169.3.2AbstractPlutomurus kharagauliensis sp. nov. from Kozmani Cave, Kharagauli Municipality, Georgia, and P. ruseki sp. nov. from the surface and subterranean habitats in different regions of Slovakia are described, illustrated and differentiated from other morphologically similar congeners. Both species are unique by dorsal macrochaetotaxy of head and abdomen. An identification key to the species of the genus Plutomurus reported from the Western Palearctic is presented.
DOI: 10.5065/d6ng4pf8
title: DYNAMO: NCAR S-PolKa radar moments data, Ka-band. Version 1.0

description: Ka-band only cfRadial format, hourly files of S-PolKa radar data taken continuously during the DYNAMO (Dynamics of the Madden-Julian Oscillation) project.
DOI: 10.5065/d6cz35zr
title: STEPS: NCAR S-Pol radar moments data, DORADE. Version 1.0

description: S-Pol radar data taken during the Severe Thunderstorm Electrification and Precipitation Study (STEPS). The data is available in dorade format as half hourly tar files.
DOI: 10.13140/rg.2.2.32821.33761
title: Hubungan Postur Kerja dan Usia dengan Kejadian Nyeri Punggung Bawah (NPB): Tinjauan Literatur sebagai Dasar Promosi Kesehatan Berbasis Bukti
DOI: 10.15139/s3/q0kbhk
title: Data Management and Sharing Plan for: Improving quality and equity of opioid use disorder treatment using a multi-state Medicaid research network

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.5065/d6862f86
title: STEPS: NCAR S-Pol radar moments data, CfRadial. Version 1.0

description: S-Pol radar data taken during the Severe Thunderstorm Electrification and Precipitation Study (STEPS). The data is available in cfRadial format as hourly tar files.
DOI: 10.5065/d60r9n7x
title: ARL Tethered Lifting System (TLS) Data. Version 1.0

description: This data set contains detailed vertical profiles of temperature and wind speed from the Army Research Laboratory Tethered Lifting System (TLS) that was located east of the Perdigao valley at the George site.
DOI: 10.25574/27882
title: Chandra X-ray Observatory ObsId 27882

description: A Chandra and JWST view of M-dwarf rocky planet atmospheres
DOI: 10.25574/27925
title: Chandra X-ray Observatory ObsId 27925

description: Starburst Anatomy and Feedback: X-raying the high redshift analogue ESO 338-4
DOI: 10.5065/d66972dr
title: REFRACTT06: NCAR S-PolKa radar moments data, S- and Ka-band, DORADE. Version 1.0

description: S-PolKa data from the Refractivity Experiment for H2O Research and Collaborative operational Technology Transfer '06 (REFRACTT06) project . This data set contains both S-band and Ka-band data. These data are in dorade format and are available as tar files.
DOI: 10.5281/zenodo.17121784
title: EastPark

description: NOTE: to visualize the data, use the public method https://github.com/PRBonn/semantic-kitti-apimodify the code to reshape to Nx8 instead of Nx4(at auxiliary/laserscan.py:74

scan = scan.reshape((-1, 4))

should become-> 

scan = scan.reshape((-1, 8))

)Robotic navigation in outdoor environments requires not only semantic understanding of objects but also detailed characterization of terrain for safe navigation. Existing LiDAR datasets mostly focus on structured urban scenes, leaving unaddressed the challenges of crowded public spaces with diverse ground types. We present a new large-scale multi-sensor dataset collected in a public park using a pitched sensor setup. In addition to over 9,000 annotated LiDAR scans, the dataset also includes more than 13,000 camera images captured with a Kinect Azure and high-frequency LiDAR-integrated IMU data, providing complementary multi-modal data. Each point cloud has been manually annotated by multiple expert annotators into 22 semantic classes covering terrain, vegetation, infrastructure, and dynamic agents. Unlike previous datasets, EastPark is designed as a dedicated benchmark for semantic segmentation in complex park environments. To establish baselines, we adapt several state-of-the-art 3D semantic segmentation models using parameter-efficient fine-tuning such as linear probing and low rank adaptation (LoRA), and release all trained models alongside the dataset. This benchmark provides the community with a new tool to study semantic segmentation, as well as efficient adaptation techniques in robotics perception.
DOI: 10.5281/zenodo.17243765
title: EastPark

description: NOTE: to visualize the data, use the public method https://github.com/PRBonn/semantic-kitti-apimodify the code to reshape to Nx8 instead of Nx4(at auxiliary/laserscan.py:74

scan = scan.reshape((-1, 4))

should become-> 

scan = scan.reshape((-1, 8))

)Robotic navigation in outdoor environments requires not only semantic understanding of objects but also detailed characterization of terrain for safe navigation. Existing LiDAR datasets mostly focus on structured urban scenes, leaving unaddressed the challenges of crowded public spaces with diverse ground types. We present a new large-scale multi-sensor dataset collected in a public park using a pitched sensor setup. In addition to over 9,000 annotated LiDAR scans, the dataset also includes more than 13,000 camera images captured with a Kinect Azure and high-frequency LiDAR-integrated IMU data, providing complementary multi-modal data. Each point cloud has been manually annotated by multiple expert annotators into 22 semantic classes covering terrain, vegetation, infrastructure, and dynamic agents. Unlike previous datasets, EastPark is designed as a dedicated benchmark for semantic segmentation in complex park environments. To establish baselines, we adapt several state-of-the-art 3D semantic segmentation models using parameter-efficient fine-tuning such as linear probing and low rank adaptation (LoRA), and release all trained models alongside the dataset. This benchmark provides the community with a new tool to study semantic segmentation, as well as efficient adaptation techniques in robotics perception.
DOI: 10.5065/d6mc8xvq
title: IMPROVE-II: NCAR S-Pol radar moments data, CfRadial. Version 1.0

description: S-Pol data from the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE 2) . These data are in cfRadial format and are available as hourly tar files.
DOI: 10.15468/dl.k62wxn
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.9_1, USA.8_1, USA.21_1, USA.31_1, USA.39_1, USA.47_1, USA.49_1)",
 "TaxonKey is Euphydryas phaeton"
 ]
}

 The dataset includes 529 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036578-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6gm864s
title: IMPROVE-II: NCAR S-Pol radar moments data, DORADE. Version 1.0

description: S-Pol data from the Improvement of Microphysical Parameterization through Observational Verification Experiment 2 (IMPROVE 2) . These data are in dorade format and are available as tar files.
DOI: 10.15468/dl.x2zjgm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anolis cristatellus",
 "Country is Trinidad and Tobago",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036580-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4pf93
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anolis cristatellus",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036579-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d69w0d9p
title: NCAR/EOL R/V Investigator ISS Raw Ceilometer Data and Plots. Version 1.0

description: This ceilometer data archive includes four tar files that contain: ascii text files, raw binary data files, and plots of density and gradient. These data were collected from the R/V Investigator during the SOCRATES field campaign between 2017-09-21 and 2018-02-21. These data have been reviewed for completeness and quality, but have not been corrected in any way. To obtain more fully quality-controlled data (available only in netcdf format) please see the referenced dataset, NCAR/EOL R/V Investigator Quality-Controlled ISS Ceilometer Data (NetCDF).
DOI: 10.15468/dl.dgh4nj
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geonoma calyptrogynoidea)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036581-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d61g0k3f
title: UAH MIPS Ceilometer Data. Version 1.0

description: This data set contains vertical profiles of backscatter and cloud base height at 15 second temporal resolution from the University of Alabama-Huntsville (UAH) ceilometer during the 2017 VORTEX-SE field season. The ceilometer is part of the UAH Mobile Integrated Profiling System (MIPS). The data are in an ASCII format. The data set also includes quicklook imagery.
DOI: 10.13140/rg.2.2.22545.29287
title: SAÚDE MENTAL E PROFISSIONAIS DE SAÚDE: Cuidado e Autocuidado para o (inevitável) encontro com a demanda de violências no Sistema de Saúde
DOI: 10.5065/d6qz28sg
title: SOCRATES: NCAR/EOL Quality Controlled Dropsonde Data. Version 1.1

description: 109 quality controlled dropsonde soundings collected over the Southern Ocean during the SOCRATES field campaign. The dropsondes were deployed from the NCAR GV aircraft during twelve research flights conducted between Jan 19 and Feb 24, 2018.
DOI: 10.5065/d6m61j2g
title: NCAR/EOL R/V Investigator ISS Webcam Imagery. Version 1.0

description: 5-minute webcam imagery collected by the NCAR/EOL Integrated Sounding System (ISS) onboard the R/V Investigator during the SOCRATES Field Campaign. These data are JPG images that have been tarred into daily bundles.
DOI: 10.5065/d6gf0sbr
title: LAFE: NCAR Water Vapor DIAL data. Version 1.0

description: Profiles of absolute humidity and backscatter from the NCAR/EOL Water-Vapor Differential Absorption Lidar (WV-DIAL) during the Land-Atmosphere Feedback Experiment (LAFE). These data are in NetCDF format.
DOI: 10.15468/dl.nkrkmh
title: Occurrence Download

description: A dataset containing 1966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos",
 "Year 1920-2025"
 ]
}

 The dataset includes 1966 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036582-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6bp01nv
title: UAH MIPS 915 MHz Wind Profiler Data. Version 1.0

description: This data set contains wind profiles from the University of Alabama-Huntsville (UAH) 915 MHz wind profiler during the 2017 VORTEX-SE field season. The 915 MHz wind profiler is part of the UAH Mobile Integrated Profiling System (MIPS) system. The data set includes the raw data (binary format), processed data (columnar ASCII format), as well as quicklook imagery.
DOI: 10.6084/m9.figshare.30257938
title: <b>Blockade of alanine-serine-cysteine transporter 2 ameliorates systemic lupus erythematosus by suppressing CD4</b><sup><strong>+</strong></sup><b> T cell expansion and</b> <b>T follicular helper cell generation</b>

description: Metabolic flux analysis of C<sup>13</sup>-labelled<sup> </sup>serine in mouse splenic primary CD4<sup>+</sup> T cells from WT and <i>Slc1a5</i>-cKO mice.
DOI: 10.6084/m9.figshare.30257938.v1
title: <b>Blockade of alanine-serine-cysteine transporter 2 ameliorates systemic lupus erythematosus by suppressing CD4</b><sup><strong>+</strong></sup><b> T cell expansion and</b> <b>T follicular helper cell generation</b>

description: Metabolic flux analysis of C<sup>13</sup>-labelled<sup> </sup>serine in mouse splenic primary CD4<sup>+</sup> T cells from WT and <i>Slc1a5</i>-cKO mice.
DOI: 10.5065/d6708078
title: UAH MIPS X-Band Profiling Radar (XPR) Data. Version 1.0

description: This data set contains radial wind and reflectivity profiles from the University of Alabama-Huntsville (UAH) vertically-pointing X-Band Profiling Radar (XPR) during the 2016 VORTEX-SE field season. The XPR is part of the UAH Mobile Integrated Profiling System (MIPS) system. The data are in both raw scan files and processed universal format files. Quicklook imagery are also included.
DOI: 10.15468/dl.pqt56r
title: Occurrence Download

description: A dataset containing 787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acartia tonsa, Amphibalanus amphitrite, Amphibalanus eburneus, Aurelia solida)",
 "Continent is Europe",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 787 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036584-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d63777j0
title: UAH SWIRLL BERM Site Surface Meteorology Data. Version 1.0

description: This data set contains surface meteorological observations from the surface meteorological tower located at the University of Alabama-Huntsville Berm site during the 2017 VORTEX-SE field season. The data are in a comma-delimited ASCII format. Quicklook imagery are also included.
DOI: 10.15468/dl.83a27w
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacea zeteki",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036588-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6zg6r2q
title: UAH MIPS Surface Meteorology Data. Version 1.0

description: This data set contains surface meteorological observations from the University of Alabama-Huntsville (UAH) weather station during the 2017 VORTEX-SE field season. The weather station is part of the UAH Mobile Integrated Profiling System (MIPS) system. The data are in a comma-delimited ASCII format.
DOI: 10.15468/dl.dczmhx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacea zeteki",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036585-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6tq60bc
title: IMPROVE: NCAR S-Pol radar moments data, DORADE. Version 1.0

description: S-Pol data from the Improvement of Microphysical Parameterization through Observational Verification Experiment (IMPROVE) . These data are in dorade format and are available as 4 hourly tar files.
DOI: 10.6084/m9.figshare.30257683
title: Nelore Ruminal Prokaryotic Microbiome Gene catalog

description: Nelore Ruminal Prokaryotic Microbiome Gene catalog obtained from the rumen microbiome of <i>Bos indicus</i> beef cattle
DOI: 10.6084/m9.figshare.30257683.v1
title: Nelore Ruminal Prokaryotic Microbiome Gene catalog

description: Nelore Ruminal Prokaryotic Microbiome Gene catalog obtained from the rumen microbiome of <i>Bos indicus</i> beef cattle
DOI: 10.13140/rg.2.2.34577.70247
title: Data Collected for the Effects of Different Statin Exposures on Zebrafish Embryo Models; Phenotypic Changes, Nestin Expression, and Neural Progenitor Cell Activity
DOI: 10.5281/zenodo.17214905
title: Data from: Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies

description: This repository contains the analytical pipeline and code to reproduce the results of the paper "Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies" (Lürig et al. 2025). The pipeline combines image acquisition (mostly from online sources), segmentation, feature extraction, and phylogenetically informed statistical analysis to quantify aposematic color patterns in over one third of all species of Nymphalidae. 

To get started, consult the main README.md included in this archive (or the GitHub repository, if viewing this file standalone on Zenodo: https://github.com/mluerig/nymphalid-phenomics).

Lürig, M. D., L. T. Shirai, L. Mota, K. R. Willmott, A. V. L. Freitas, and A. Porto. 2025, October 1. Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies. Preprint. https://www.biorxiv.org/content/10.1101/2025.09.30.678834v1
DOI: 10.5281/zenodo.17214904
title: Data from: Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies

description: This repository contains the analytical pipeline and code to reproduce the results of the paper "Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies" (Lürig et al. 2025). The pipeline combines image acquisition (mostly from online sources), segmentation, feature extraction, and phylogenetically informed statistical analysis to quantify aposematic color patterns in over one third of all species of Nymphalidae. 

To get started, consult the main README.md included in this archive (or the GitHub repository, if viewing this file standalone on Zenodo: https://github.com/mluerig/nymphalid-phenomics).

Lürig, M. D., L. T. Shirai, L. Mota, K. R. Willmott, A. V. L. Freitas, and A. Porto. 2025, October 1. Aposematic color patterns are the dominant axis of phenotypic diversification in Nymphalid butterflies. Preprint. https://www.biorxiv.org/content/10.1101/2025.09.30.678834v1
DOI: 10.6084/m9.figshare.30257680
title: active Nelore Ruminal Prokaryotic Microbiome Gene catalog

description: active Nelore Ruminal Prokaryotic Microbiome Gene catalog obtained from the rumen microbiome of <i>Bos indicus</i> beef cattle
DOI: 10.6084/m9.figshare.30257680.v1
title: active Nelore Ruminal Prokaryotic Microbiome Gene catalog

description: active Nelore Ruminal Prokaryotic Microbiome Gene catalog obtained from the rumen microbiome of <i>Bos indicus</i> beef cattle
DOI: 10.5065/d6pz57mn
title: UAH MIPS Microwave Profiling Radiometer (MPR) Data. Version 1.0

description: This data set contains vertical profiles of temperature, water vapor, relative humidity, and cloud liquid water at one minute temporal resolution from the University of Alabama-Huntsville (UAH) Microwave Profiling Radiometer (MPR) during the 2017 VORTEX-SE field season. The MPR is part of the UAH Mobile Integrated Profiling System (MIPS). Data are in a comma-delimited ASCII format and also quicklook imagery is also included.