cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17870526
title: EJP SOIL SANCHOSTHIRST Soil Dataset – Robles / Montilla (Córdoba)

description: This dataset corresponds to the Robles / Montilla (Córdoba) site within the H2020 EJP-SOIL project SANCHOSTHIRST, which investigates soil degradation and the long-term effects of cover crops in semi-arid vineyards and olive orchards. The site is located on marls, silts, and muds and classified as a Calcaric Vertisol with clay loam texture.

Soil samples were collected once in autumn 2023 at 10 cm and 30 cm depth in two vineyards, one under spontaneous cover crops for more than 20 years, and the other one managed by tillage. The dataset includes soil physicochemical and biological indicators such as pH, EC, SOC, nitrogen, texture fractions, CaCO₃, water retention parameters (FC, PWP, AW), bulk density, porosity, microbial β-glucosidase activity, and vegetation biomass.

Coordinates of all sampling points are included. Data follow FAIR principles and are provided under the CC BY 4.0 licence to support transparency, reuse, and integration into broader soil health assessments.
DOI: 10.15468/dl.uw2344
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla phaiospilus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016336-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67uxe5
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osbeckia stellata crinita",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 64 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016337-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18633327
title: dLEM inference data files

description: Data files used for deep dLEM model inference (https://github.com/chikinalab/dLEMpytorch.git).
DOI: 10.5281/zenodo.18633326
title: dLEM inference data files

description: Data files used for deep dLEM model inference (https://github.com/chikinalab/dLEMpytorch.git).
DOI: 10.34740/kaggle/dsv/14832417
title: Indonesian Hoax News Dataset
DOI: 10.15468/dl.7usdmq
title: Occurrence Download

description: A dataset containing 13621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Houttuynia cordata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 13621 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016340-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvv96z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angkalanthus oligophylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016341-260208012135463/datasets/export for details.
DOI: 10.15468/mt7ggd
title: MarineGEO Global Seagrass Habitat Monitoring Data

description: This dataset contains seagrass time-series monitoring data collected by the Smithsonian Institution’s MarineGEO (Marine Global Earth Observatory) and its network partners. The dataset includes measurements on seagrass density, seagrass cover, and epifaunal invertebrates. The data is collected using MarineGEO’s standard survey design for sampling seagrass habitats.MarineGEO seagrass monitoring at each site is conducted along three 50-m fixed transects intended to be permanent and sampled regularly (usually annually). Transects are located parallel to shore and along the shallow (inshore), middle (interior), and deep (offshore) parts of the seagrass bed, although variation can occur due to local site conditions. The seagrass cover measurements are taken every 4 meters along the transect (n = 12 per transect), the seagrass density measurements are taken alongside the cover measurements at every other replicate (n = 6 per transect), and epifaunal community samples are collected every 8 meters (n = 3 per transect).Seagrass cover is measured by placing a quadrat (recommended size is 50 x 50 cm) alongside the transect line and estimating the cover of each seagrass species, other sessile organisms, and bare substratum. Seagrass density is measured by counting the number of seagrass shoots within a quadrat (recommended size is 25 x 25 cm). Epifauna samples are collected by randomly selecting an area ~ 1 meter to any side of the transect and quickly removing seagrass shoots with associated epifauna into a mesh bag; the animals are later identified in a laboratory by the data collectors. All data has undergone QA/QC by MarineGEO Central at the Smithsonian after submission by MarineGEO partners.Note that the dataset may include submerged aquatic vegetation (not technically seagrass) in brackish to tidal freshwater sites collected with the MarineGEO seagrass protocol. This dataset will be updated on an on-going basis.
DOI: 10.5281/zenodo.16160210
title: Fisher instances of ΛCDM / wCDM cosmological models

description: This dataset was created to train and test a neural network for examining the model dependence of the Fisher matrix in cosmology.

It contains instances generated from ΛCDM and wCDM cosmological models. Each instance corresponds to the upper triangular part of the Fisher matrix computed for a given cosmology. The ΛCDM instances are labeled as 1 and the wCDM instances as 0. 

The data was used in: https://github.com/amata21/LCDM_null_tests_SPHEREx
DOI: 10.5281/zenodo.16160211
title: Fisher instances of ΛCDM / wCDM cosmological models

description: This dataset was created to train and test a neural network for examining the model dependence of the Fisher matrix in cosmology.

It contains instances generated from ΛCDM and wCDM cosmological models. Each instance corresponds to the upper triangular part of the Fisher matrix computed for a given cosmology. The ΛCDM instances are labeled as 1 and the wCDM instances as 0. 

The data was used in: https://github.com/amata21/LCDM_null_tests_SPHEREx
DOI: 10.15468/dl.ak77nz
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla proteus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 176 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016342-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mhyup
title: Occurrence Download

description: A dataset containing 1624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osyris lanceolata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1624 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016343-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwcvet
title: Occurrence Download

description: A dataset containing 4935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sanvitalia procumbens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4935 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016345-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xckg5q
title: Occurrence Download

description: A dataset containing 491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anisacanthus quadrifidus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 491 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016346-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e26f4p
title: Occurrence Download

description: A dataset containing 834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Didelphis marsupialis",
 "Year 2019-2026"
 ]
}

 The dataset includes 834 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016347-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53axwe
title: Occurrence Download

description: A dataset containing 1546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea pungens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1546 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016349-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42pcbh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenicichla pydanielae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016348-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48322/8q5p-cf91
title: STEREO-A PLASTIC Suprathermal Event List

description: This data product contains a list of automatically identified suprathermal proton events measured on the Wide Angle Partition without a Solid State Detector (WAP non-SSD) portion of the STEREO/PLASTIC instrument. This list in conjunction with the IMPACT magnetic field information and PLASTIC solar wind data can aid a user in identifying energetic proton events related to Stream Interaction Regions (SIRs), shocks, upstream events, magnetospheric events, etc.
DOI: 10.48322/a0zp-0w27
title: STEREO-A SWAVES One minute averages of the high (hfr) frequency receiver data.

description: The two STEREO radio receivers measure wave intensity, source direction and angular size in the frequency 
	  range 40 kHz to 16 MHz, corresponding to heliocentric source distances of about 1 Rs to 1 AU. One 10-40 kHz 
	  receiver measures radio and plasma waves near the 1 AU electron plasma frequency. One receiver makes high 
	  time resolution measurements at 50 MHz. Time Domain Samplers make simultaneous wideband waveform measurements 
	  on three electric components. Antenna systems include three mutually orthogonal 6-meter monopoles.
DOI: 10.48322/bwpj-k958
title: STEREO-A SWAVES One minute averages of the low (lfr) frequency receiver data.

description: The two STEREO radio receivers measure wave intensity, source direction and angular size in the frequency 
	  range 40 kHz to 16 MHz, corresponding to heliocentric source distances of about 1 Rs to 1 AU. One 10-40 kHz 
	  receiver measures radio and plasma waves near the 1 AU electron plasma frequency. One receiver makes high 
	  time resolution measurements at 50 MHz. Time Domain Samplers make simultaneous wideband waveform measurements 
	  on three electric components. Antenna systems include three mutually orthogonal 6-meter monopoles.
DOI: 10.48322/jcdr-hx32
title: STEREO-A SWAVES new one minute averages of the low (lfr) frequency receiver data.

description: The two STEREO radio receivers measure wave intensity, source direction and angular size in the frequency 
	  range 40 kHz to 16 MHz, corresponding to heliocentric source distances of about 1 Rs to 1 AU. One 10-40 kHz 
	  receiver measures radio and plasma waves near the 1 AU electron plasma frequency. One receiver makes high 
	  time resolution measurements at 50 MHz. Time Domain Samplers make simultaneous wideband waveform measurements 
	  on three electric components. Antenna systems include three mutually orthogonal 6-meter monopoles.
DOI: 10.48322/46h0-6259
title: STEREO-A SWAVES One minute Time Domain Sampler Data

description: The two STEREO radio receivers measure wave intensity, source direction and angular size in the frequency 
	  range 40 kHz to 16 MHz, corresponding to heliocentric source distances of about 1 Rs to 1 AU. One 10-40 kHz 
	  receiver measures radio and plasma waves near the 1 AU electron plasma frequency. One receiver makes high 
	  time resolution measurements at 50 MHz. Time Domain Samplers make simultaneous wideband waveform measurements 
	  on three electric components at 250,000 samples/second. Antenna systems include three mutually orthogonal 6-meter monopoles.
DOI: 10.48322/d7kd-r546
title: Van Allen Probe B Electric Fields and Waves (EFW) Burst 2 waveform data in UVW coordinates E, MSC and V

description: The EFW burst modes provide targeted measurements over brief time intervals of 3-d electric fields, 3-d wave magnetic fields (from the EMFISIS magnetic search coil sensors), and spacecraft potential. BURST1(B1): Medium-Rate (512 samples/s nominal) BURST2(B2): Higher-rate (16384 samples/s nominal) The burst 1 mode includes three components of the electric field (E12_B1, E34_B1, E56_B1), six components of the spacecraft-sensor potential (V1_B1 through V6_B1), and three components of the AC magnetic field from the EMFISIS search coil magnetometer (SCM_U_B1, SCM_V_B1, SCM_W_B1). The burst 2 mode data returns a similar complement of electric field (E_12ac_B2, E34ac_B2, E56ac_B2), search coil (SCM_B2, SCM_2B2, and SCM_B2) and single ended measurements (V1ac_B1 through V6ac_B2) with the exception that in the default mode the single ended and electric field signals are AC coupled with a higher gain. All quantities are in "uvw" coordinates where "u" and "v" are the sensor coordinates rotating with the spacecraft and "w" points along the spin axis. Burst waveform CDF files are available. The three data types available are the electric field "E" the searchcoil magnetic field "MSC" and antenna potential "V" The suffix on each of these is either "B1" or "B2" B1, or burst 1 is the human-in-the-loop burst, meaning that both collection and playback (for arbitrary lengths of time) are requested on the ground. B2, or burst 2 is automatically telemetered as short bursts based on an onboard triggering algorithm, typically set so trigger on large amplitude signals near 1 kHz. Sample rates for B1 and B2 can and are changed depending on varying science goals.
DOI: 10.48322/fw8h-f481
title: Van Allen Probe A Electric Fields and Waves (EFW) Burst 2 waveform data in UVW coordinates E, MSC and V

description: The EFW burst modes provide targeted measurements over brief time intervals of 3-d electric fields, 3-d wave magnetic fields (from the EMFISIS magnetic search coil sensors), and spacecraft potential. BURST1(B1): Medium-Rate (512 samples/s nominal) BURST2(B2): Higher-rate (16384 samples/s nominal) The burst 1 mode includes three components of the electric field (E12_B1, E34_B1, E56_B1), six components of the spacecraft-sensor potential (V1_B1 through V6_B1), and three components of the AC magnetic field from the EMFISIS search coil magnetometer (SCM_U_B1, SCM_V_B1, SCM_W_B1). The burst 2 mode data returns a similar complement of electric field (E_12ac_B2, E34ac_B2, E56ac_B2), search coil (SCM_B2, SCM_2B2, and SCM_B2) and single ended measurements (V1ac_B1 through V6ac_B2) with the exception that in the default mode the single ended and electric field signals are AC coupled with a higher gain. All quantities are in "uvw" coordinates where "u" and "v" are the sensor coordinates rotating with the spacecraft and "w" points along the spin axis. Burst waveform CDF files are available. The three data types available are the electric field "E" the searchcoil magnetic field "MSC" and antenna potential "V" The suffix on each of these is either "B1" or "B2" B1, or burst 1 is the human-in-the-loop burst, meaning that both collection and playback (for arbitrary lengths of time) are requested on the ground. B2, or burst 2 is automatically telemetered as short bursts based on an onboard triggering algorithm, typically set so trigger on large amplitude signals near 1 kHz. Sample rates for B1 and B2 can and are changed depending on varying science goals.
DOI: 10.48322/t50r-yc53
title: RHESSI data, multiple products

description: RHESSI digital and display image and spectral data, count rates and light curves, 3 keV X rays to 17 MeV gamma rays, from multiple RHESSI sites
DOI: 10.48322/5sg2-y345
title: SDO/EVE Data Products at LASP/U.Colo

description: The EVE (Extreme Ultraviolet Variability Experiment)
Principal Investigator site at U. Colorado's Laboratory for Atmospheric
and Space Physics (LASP) archives, and provides multiple access paths 
to, a variety of SDO(Solar Dynamics Observatory)/EVE digital and 
display solar images, as well as to tools for selecting and analyzing
data.  Data include Ka band and S band irradiances, and spectra, at various
calibration levels and at product-dependent time resolutions ranging
between 0.25s and 1 min.
DOI: 10.48322/jz5h-kr21
title: ROCSAT-1 IPEI Key Parameters

description: This data set contains ion data from the ROCSAT-1 Ionospheric Plasma and Electrodynamics Instrument (IPEI).  They include: composition for H+, He+, NO+, O+ ions, total density, temperature, and velocities in two different coordinate systems, namely the non-rotating Earth-centered Inertia (ECI) Coordinate System and the rotating Earth-centered Fixed (ECF) Coordinate System.
DOI: 10.48322/r8ty-4s63
title: SDO/HMI Data Products at JSOC/Stanford U.

description: The HMI-AIA (Helioseismic and Magnetic Imager -
Atmospheric Imaging Assembly) JSOC (Joint Science Operations Center) 
at Stanford University archives, and provides multiple access paths 
to, a variety of SDO(Solar Dynamics Observatory)/HMI digital and 
display solar images and movies.  Included are dopplergrams (maps 
of solar surface velocity), continuum filtergrams (broad-wavelength 
photographs of the solar photosphere), and both line-of-sight and 
vector magnetograms (maps of the photospheric magnetic field).
DOI: 10.48322/d4f6-aj92
title: Skylab UV Solar EUV Data in Original and FITS Format

description: This data set contains Skylab UV solar EUV data provided by the Principal Investigator. The data consist of both FITS data files and raw data files, contained in two subdirectories: /fits_data and /raw_data. The subdirectory /fits_data contains fits data files created in 2012 by copying from CDs (Compact Disks) which were in turn written by Mathieu Hirtzig at CfA in 2001 from SKYLAB-S055 data stored at the time on tape at CfA.  These data are stored in 22 subdirectories (/fits_data/CD01 through /fits_data/CD22), each of which is a copy of one of the 22 CD's. Each of the subdirectories contains an identical
sub-subdirectory named /README_S055, which contains a number of files some of which may be helpful in examining the data. It is recommended that those unfamiliar with the S055 experiment look at the file README_S055.txt for background, as well as other files in the README_S055 sub-subdirectory, some of which provide useful auxilliary information.  The subdirectory /raw_data contains the raw data from which the fits data files were created.  This is probably of limited use, but is included for archival purposes.
DOI: 10.15468/dl.xpz82f
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anisosepalum alboviolaceum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 157 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016351-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48322/07fv-b008
title: Skylab White Light Coronograph in FITS Format
title: Skylab S052 Data

description: This data set contains Skylab SO-52 whitelight coronagraph FITS images, as originally posted at UCAR/HAO. Four types of data are provided: intensity of the corona in B/Bsun units, alpha-angle data, polarization data, and polarization brightness data. The data have been corrected for Earths elliptic orbit around the sun.
DOI: 10.48322/jm2x-9503
title: SNOE Daily Integrated Values of 2 to 7 nm Solar Soft X-ray Irradiance

description: This data set was provided by the PI team and contains daily values of the integrated solar X-ray irradiance (2-7 nm) as measured by the SNOE Solar X-ray Photometer. The data cover the time period March 11, 1998 to October 1, 2000 and are given in ASCII format. Irradiances are given as measured at the spacecraft and adjusted to 1 A.U. Also included are the 10.7 cm solar radio flux (daily and 81-day average) measured at Ottawa, Canada and Lyman Alpha photon fluxes measured by the UARS SOLSTICE instrument.
DOI: 10.48322/p0rn-3r92
title: SNOE Daily Averages of Nitric Oxide (NO) Density in Geographic Bins

description: This level 4 data set from the Student Nitric Oxide Explorer (SNOE) ultraviolet spectrometer (UVS) contains daily averages of nitric oxide (NO) density for the altitudes range 96.6 to 150 km as deduced from the UVS count rates ([0, 1] gamma band; 237 nm). Averaging was done in geographic coordinates in a 38x18 array, using bins of 5 degree latitude and 3.3 km altitude.
DOI: 10.48322/jsvn-5y55
title: SNOE Orbital Averages of Nitric Oxide (NO) Density in Geographic Bins

description: This level 3 data set from the Student Nitric Oxide Explorer (SNOE) ultraviolet spectrometer (UVS) contains orbital averages of nitric oxide (NO) density for the altitudes range 96.6 to 150 km as deduced from the UVS count rates ([0, 1] gamma band; 237 nm). Averaging was done in geographic coordinates in a 38x20 array, using bins of 5 degree geographic latitude, 3.3 km altitude, and 24 degrees in geographic longitude.
DOI: 10.48322/2601-sh08
title: SNOE Orbital Averages of Nitric Oxide (NO) Density in Geomagnetic Bins

description: This level 3 data set from the Student Nitric Oxide Explorer (SNOE) ultraviolet spectrometer (UVS) contains orbital averages of nitric oxide (NO) density for the altitudes range 96.6 to 150 km as deduced from the UVS count rates ([0, 1] gamma band; 237 nm). Averaging was done in geomagnetic coordinates in a 38x20 array, using bins of 5 degree geomagnetic latitude, 3.3 km altitude, and 24 degrees in longitude.
DOI: 10.48322/pjdh-s013
title: SNOE Daily Averages of Nitric Oxide (NO) Density in Geomagnetic Bins

description: This level 4 data set from the Student Nitric Oxide Explorer (SNOE) ultraviolet spectrometer (UVS) contains daily averages of nitric oxide (NO) density for the altitudes range 96.6 to 150 km as deduced from the UVS count rates ([0, 1] gamma band; 237 nm). Averaging was done in geomagnetic coordinates in a 38x18 array, using bins of 5 degree (geomagnetic) latitude and 3.3 km altitude.