cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.22ctma
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthodiscus chocoensis Prance"
 ]
}

 The dataset includes 105 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075714-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dstxpq
title: Occurrence Download

description: A dataset containing 142157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinus carpio Linnaeus, 1758"
 ]
}

 The dataset includes 142157 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007904-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdcbj4
title: Occurrence Download

description: A dataset containing 562505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is one of (Acer platanoides L., Adelges tsugae Annand, 1924, Agrilus planipennis Fairmaire, 1888, Alliaria petiolata (M.Bieb.) Cavara & Grande, Channa argus (Cantor, 1842), Crocodylus niloticus Laurenti, 1768, Dreissena polymorpha (Pallas, 1771), Faxonius rusticus (Girard, 1852), Frangula alnus Mill., Heracleum mantegazzianum Sommier & Levier, Heracleum sphondylium L., Hydrocharis morsus-ranae L., Impatiens glandulifera Royle, Kali tragus (L.) Scop., Lissachatina fulica (Bowdich, 1822), Lycorma delicatula (White, 1845), Myriophyllum spicatum L., Phragmites australis subsp. australis, Potamogeton crispus L., Pterois volitans (Linnaeus, 1758), Pueraria lobata (Willd.) Ohwi, Python bivittatus Kuhl, 1820, Reynoutria japonica Houtt., Reynoutria sachalinensis (F.Schmidt) Nakai, Reynoutria ×bohemica Chrtek & Chrtková, Rhamnus cathartica L., Rhinella marina (Linnaeus, 1758), Stratiotes aloides L., Trapa natans L., Vincetoxicum nigrum (L.) Moench, Vincetoxicum rossicum (Kleopow) Barbar.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 562505 records from 554 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048023-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvbjhy
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Passer hemileucus Ogilvie-Grant & H.O.Forbes, 1899"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038165-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbdy3g
title: Occurrence Download

description: A dataset containing 459118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus sylvestris L."
 ]
}

 The dataset includes 459118 records from 759 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007892-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/gc0ztc1j
title: SocioEconomic Drivers of Water Quality Impairment
DOI: 10.5281/zenodo.14790357
title: Data, build and plot scripts accompanying "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

description: juwels_user_stats.zip: data for Figure 1 of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

system_ratios.zip: data (systems.dat) and plot script (plot_ratios.R) for Figure 11 (perf_ratios.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

dslash_strong.zip: raw and extracted data (results.dat), log files, build, job and plot (plot_dslash_strong.R) scripts for Figure 12 (dslash_strong.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

MG_vs_CG.zip: data (timings.dat) and plot script (plot_timings.R) for Figure 13 (mg_vs_cg.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"
DOI: 10.5281/zenodo.14790358
title: Data, build and plot scripts accompanying "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

description: system_ratios.zip: data (systems.dat) and plot script (plot_ratios.R) for Figure 11 (perf_ratios.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

dslash_strong.zip: raw and extracted data (results.dat), log files, build, job and plot (plot_dslash_strong.R) scripts for Figure 12 (dslash_strong.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

MG_vs_CG.zip: data (timings.dat) and plot script (plot_timings.R) for Figure 13 (mg_vs_cg.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"
DOI: 10.5281/zenodo.14790460
title: Data, build and plot scripts accompanying "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

description: system_ratios.zip: data (systems.dat) and plot script (plot_ratios.R) for Figure 11 (perf_ratios.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

dslash_strong.zip: raw and extracted data (results.dat), log files, build, job and plot (plot_dslash_strong.R) scripts for Figure 12 (dslash_strong.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

MG_vs_CG.zip: data (timings.dat) and plot script (plot_timings.R) for Figure 13 (mg_vs_cg.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"
DOI: 10.5281/zenodo.14843455
title: Data, build and plot scripts accompanying "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

description: juwels_user_stats.zip: data for Figure 1 of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

system_ratios.zip: data (systems.dat) and plot script (plot_ratios.R) for Figure 11 (perf_ratios.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

dslash_strong.zip: raw and extracted data (results.dat), log files, build, job and plot (plot_dslash_strong.R) scripts for Figure 12 (dslash_strong.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"

MG_vs_CG.zip: data (timings.dat) and plot script (plot_timings.R) for Figure 13 (mg_vs_cg.pdf) of "Energy Efficiency trends in HPC: what high-energy and astrophycisists need to know"
DOI: 10.15468/dl.3er4x4
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamogeton floridanus Small",
 "Year 1970-2025"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023010-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74ebxe
title: Occurrence Download

description: A dataset containing 787636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus polyphyllus Lindl., Festuca rubra L., Achillea millefolium L., Trisetum flavescens (L.) P.Beauv., Primula veris L., Gentiana pneumonanthe L., Arnica montana L., Pulsatilla vulgaris Mill., Dactylorhiza incarnata (L.) Soó, Gymnadenia conopsea (L.) R.Br., Leontodon hispidus L., Scabiosa columbaria L., Campanula rotundifolia L., Helianthemum nummularium (L.) Mill., Leucanthemum vulgare Lam., Anthoxanthum odoratum L., Filipendula ulmaria (L.) Maxim., Ranunculus acris L., Lathyrus pratensis L., Galium verum L., Sanguisorba officinalis L., Lotus corniculatus L., Hypericum perforatum L., Orchis mascula (L.) L., Polygonum bistorta Garcke, Carlina vulgaris L.)",
 "Country is Sweden",
 "HasCoordinate is true",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 787636 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023004-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14840061
title: unimpeded: nlcdm bao.sdss_dr16+planck_2018_plik_nolens

description: cosmological model:nlcdm, dataset:bao.sdss_dr16+planck_2018_plik_nolens
DOI: 10.5281/zenodo.14840062
title: unimpeded: nlcdm bao.sdss_dr16+planck_2018_plik_nolens

description: cosmological model:nlcdm, dataset:bao.sdss_dr16+planck_2018_plik_nolens
DOI: 10.15468/dl.xf5bfz
title: Occurrence Download

description: A dataset containing 1473 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución, abundancia y selección de hábitat de especies de aves amenazadas y en peligro de extinción en los bosques de montaña de Chiapas"
 ]
}

 The dataset includes 1473 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023012-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839825
title: unimpeded: nrunlcdm planck_2018_CamSpec+sn.pantheon

description: cosmological model:nrunlcdm, dataset:planck_2018_CamSpec+sn.pantheon
DOI: 10.5281/zenodo.14839826
title: unimpeded: nrunlcdm planck_2018_CamSpec+sn.pantheon

description: cosmological model:nrunlcdm, dataset:planck_2018_CamSpec+sn.pantheon
DOI: 10.15468/dl.x2h9jx
title: Occurrence Download

description: A dataset containing 11612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichonephila clavata (L.Koch, 1878)"
 ]
}

 The dataset includes 11612 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/02727ef9774dc50c122552ee877dd620
title: High-frequency, hourly, and daily measurements from Miers Valley Meteorological Station (MISM), McMurdo Dry Valleys, Antarctica (2012-2023, ongoing)

description: As part of the McMurdo Dry Valleys Long-Term Ecological Research program, a spatially distributed, long-term climate monitoring network was established across the McMurdo Dry Valleys region of Antarctica, consisting of fourteen research-grade weather stations that continuously measure a standard suite of environmental parameters. Ecosystem processes in this region are strongly regulated by climatic drivers that exhibit high variability across both time and space, making accurate measurement of environmental variables at high temporal and spatial resolution essential to understanding the biophysical dynamics of this polar desert ecosystem. This data package includes measurements from the Miers Valley Meteorological Station (MISM), which was established in 2012 southeast of Lake Miers in Miers Valley, McMurdo Dry Valleys, Antarctica. Parameters include air temperature, relative humidity, barometric pressure, photosynthetically active radiation, incoming and outgoing shortwave radiation, wind speed and direction, as well as soil bulk electrical conductivity, dielectric permittivity, temperature, and volumetric water content. Data are provided at high frequency (typically 15-minute intervals), along with hourly and daily summaries. Users should note that summary statistics may be affected by periods of missing data. Since there is no universally accepted standard for handling gaps in time-series data, users are encouraged to work with the high-frequency data and establish their own criteria for acceptable data completeness to minimize any potential bias.
DOI: 10.5281/zenodo.14846496
title: Superconductivity and spin canting in spin-orbit coupled trilayer graphene

description: Source Data and simulation code for "Superconductivity and spin canting in spin-orbit coupled trilayer graphene".
DOI: 10.5281/zenodo.14846497
title: Superconductivity and spin canting in spin-orbit coupled trilayer graphene

description: Source Data and simulation code for "Superconductivity and spin canting in spin-orbit coupled trilayer graphene".
DOI: 10.5281/zenodo.13287002
title: Pandanaceae Plastome Phylogenetics Project Files

description: RAxML Tree: PartitionedMLPlastome.tree

BEAST Tree: med_Wojahn_Pandanaceae_Plastome_2024.tree

Alignment: AlignedRevCompGood.fasta
DOI: 10.15468/dl.anc3hs
title: Occurrence Download

description: A dataset containing 824 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.42_1",
 "TaxonKey is Pinus L."
 ]
}

 The dataset includes 824 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023015-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839827
title: unimpeded: mlcdm bicep_keck_2018+planck_2018_CamSpec_nolens

description: cosmological model:mlcdm, dataset:bicep_keck_2018+planck_2018_CamSpec_nolens
DOI: 10.5281/zenodo.14839828
title: unimpeded: mlcdm bicep_keck_2018+planck_2018_CamSpec_nolens

description: cosmological model:mlcdm, dataset:bicep_keck_2018+planck_2018_CamSpec_nolens
DOI: 10.5281/zenodo.14846127
title: Cellular architecture in metastasis leads to an aggressive cancer environment by spatial transcriptomics

description: xenium data1
DOI: 10.5281/zenodo.14846128
title: Cellular architecture in metastasis leads to an aggressive cancer environment by spatial transcriptomics

description: xenium data1
DOI: 10.5281/zenodo.14839829
title: unimpeded: nrunlcdm planck_2018_CamSpec_nolens+sn.pantheon

description: cosmological model:nrunlcdm, dataset:planck_2018_CamSpec_nolens+sn.pantheon
DOI: 10.5281/zenodo.14839830
title: unimpeded: nrunlcdm planck_2018_CamSpec_nolens+sn.pantheon

description: cosmological model:nrunlcdm, dataset:planck_2018_CamSpec_nolens+sn.pantheon
DOI: 10.15468/dl.wr7axv
title: Occurrence Download

description: A dataset containing 4983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Continent is Europe",
 "TaxonKey is Myotis mystacinus (Kuhl, 1817)",
 "Year 2020-2025"
 ]
}

 The dataset includes 4983 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023020-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbuy58
title: Occurrence Download

description: A dataset containing 1955 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de microorganismos del CINVESTAV-IPN Fase I, Base de datos, Parte Vista Usuarios Internos"
 ]
}

 The dataset includes 1955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023021-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14839831
title: unimpeded: rlcdm planck_2018_CamSpec+sn.pantheon

description: cosmological model:rlcdm, dataset:planck_2018_CamSpec+sn.pantheon
DOI: 10.5281/zenodo.14839832
title: unimpeded: rlcdm planck_2018_CamSpec+sn.pantheon

description: cosmological model:rlcdm, dataset:planck_2018_CamSpec+sn.pantheon
DOI: 10.5281/zenodo.14014477
title: MAPNet Dataset of the 23 August 2013 Bore

description: This dataset contains all University of Alabama in Huntsville (UAH) Mobile Atmopsheric Profiling Network (MAPNet) data that was collected on 23 August 2013 while deployed for the National Science Foundation funded Atmospheric Boundary Identification and Delineation Experiment (ABIDE) project. The dataset contains observations obtained from scanning radars, two profiling systems, surface, and radiosonde instruments, documenting the weakening stages of a long-lived (>4 h), shallow bore that evolved within a low-shear environment on 23 August 2013 over northern Alabama. Data are seperated by the observing platform. All data readme files are included in the .tar files.
DOI: 10.5281/zenodo.14014478
title: MAPNet Dataset of the 23 August 2013 Bore

description: This dataset contains all University of Alabama in Huntsville (UAH) Mobile Atmopsheric Profiling Network (MAPNet) data that was collected on 23 August 2013 while deployed for the National Science Foundation funded Atmospheric Boundary Identification and Delineation Experiment (ABIDE) project. The dataset contains observations obtained from scanning radars, two profiling systems, surface, and radiosonde instruments, documenting the weakening stages of a long-lived (>4 h), shallow bore that evolved within a low-shear environment on 23 August 2013 over northern Alabama. Data are seperated by the observing platform. All data readme files are included in the .tar files.
DOI: 10.15468/dl.egvjfc
title: Occurrence Download

description: A dataset containing 2901 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Superb Parrot Monitoring project",
 "Geometry POLYGON((129.35277 -42.75579,165.64723 -42.75579,165.64723 -28.24421,129.35277 -28.24421,129.35277 -42.75579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2901 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023022-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1mcpc4t
title: Bat echolocation data recorded using Song Meter SM4 acoustic recorder and Echo Meter Touch 2 bat detector paired with insect prey availability, Grand Canyon National Park, Arizona, 2022

description: These data were compiled as part of an effort to compare the relative data quality and modeling performance of bat data recorded with two different acoustic detectors. The objective of our study was to construct models evaluating the relative predictive quality of data collected by these two detectors. These data represent 48 paired sampling events where acoustic bat data was collected using a Song Meter SM4 Acoustic Recorder and with an Echo Meter Touch 2 bat detector in parallel with sampling insect prey using a light trap. These data were collected in Grand Canyon National Park between April 17 and October 10, 2022. These data were collected by several river guides through a community science program organized by the U.S. Geological Survey, Southwest Biological Science Center, Grand Canyon Monitoring and Research Center. These data can be used to compare the two acoustic methods to each other and relative to insect prey catch rates.
DOI: 10.5519/qd.bbenw3fd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (203 records)
DOI: 10.25345/c5p26qg2m
title: MassIVE MSV000097090 - Proteoform identification using multiplexed top-down mass spectra
title: A total of 300 ng of E. coli protein was analyzed using a Thermo Scientific (Waltham, MA, USA) Ultimate 3000 reverse-phase liquid chromatography (RPLC) system equipped with a C2 column (100-micrometer i.d., 60 cm length, CoAnn, Richland, WA, USA) and coupled to a Thermo Orbitrap Lumos mass spectrometer (Waltham, MA, USA). Mobile phase A was water with 0.1% formic acid (FA). Mobile phase B was 60% acetonitrile (ACN), 15% isopropanol (IPA) and 25% water with 0.1% FA. A 98-min gradient (0-5 min 5%, 5-7 min for 5% to 35%, 7-10 min for 35% to 50%, 10-97 min for 50% to 80%, 97-98 min for 80% to 99%) was applied for proteoform separation with a flow rate of 400 nL/min. MS1 scans were collected at a resolution of 240,000 (at 200 m/z) with 4 microscans, a maximum injection time of 200 ms, and a scan range of 720-1200 m/z. The top 6 precursors in each MS1 scan were selected for Higher-energy C-trap dissociation (HCD) MS/MS analyses with following settings: the precursor isolation window was 3 m/z, the normalized collision energy was 30%; the Automated Gain Control (AGC) target was 106, and the maximum injection time was 500 ms; the microscan number was 1; the resolution was 60,000 (at 200 m/z); and the scan range was 400-2000 m/z.
DOI: 10.15468/dl.xrduzr
title: Occurrence Download

description: A dataset containing 110558 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección Herbario Federico Medem Bogotá - FMB"
 ]
}

 The dataset includes 110558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023016-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg7tnu
title: Occurrence Download

description: A dataset containing 341953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2024-12-16",
 "EventDate is less than or equal to 2025-01-15",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 341953 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023017-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11396606
title: Teaching Robots to Build Simulations of Themselves

description:  

Teaching Robots to Build Simulations of Themselves

This data is collected by a fixed RGB camera aimed at the robot arms and the encoder inside the joints.

Description of the data and file structure

Use python numpy to access the data. (np.load({file_name}))

Each data file contains all the data required to train a Free Form Kinematic Self-Model for each robot arm.

The eval.xlsx includes all the raw data in the paper.

The zip file contains all the code, training log, and trained models.
DOI: 10.5281/zenodo.14539921
title: Teaching Robots to Build Simulations of Themselves

description:  

Teaching Robots to Build Simulations of Themselves

This data is collected by a fixed RGB camera aimed at the robot arms and the encoder inside the joints.

Description of the data and file structure

Use python numpy to access the data. (np.load({file_name}))

Each data file contains all the data required to train a Free Form Kinematic Self-Model for each robot arm.

The eval.xlsx includes all the raw data in the paper.

The zip file contains all the code, training log, and trained models.