cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17882/90082
title: SMOS SMAP High Resolution SSS maps in regions of high variability, generated by CATDS CEC

description: Users of satellite Sea Surface Salinity products stress the importance of temporal and spatial resolution for the study of processes especially in river plumes.
The  Ocean Salinity Center of Expertise for CATDS (CATDS CEC-OS) has derived a new methodology aiming at keeping high temporal SMOS and SMAP SSS variability in highly variable regions while filtering outliers in low variability regions.
As for the global 18-day CATDS CEC products, the high resolution (HR) products are built using a temporal interpolation, grid node per grid node. This interpolation is done simultaneously with the estimation of the across-track SSS biases [Boutin et al., 2018]. The main change with respect to the global CEC CATDS products comes from the different kernel used for the temporal smoothing.
The use of an exponential kernel for the temporal smoothing allows:
 - an improvement of the spatial contrasts either on the SMOS period alone or on the SMOS + SMAP period on almost all considered regional areas.
 - a better restitution of the temporal dynamics for the low SSS at the mouths of the river plumes
There is a substantial gain in the correlation indicators with the In Situ data in the SMOS+SMAP period with an exponential core.
Overall, there is no noise degradation with the HR products.
Moreover, there is a suppression of certain orbit "lineages" with the use of an exponential kernel.
This version 0 of the products are delivered in 8 regions.
Feedbacks from users about the quality of these new experimental products are very welcome and essential for the CATDS expertise center to improve future versions.
A detailed description is described on https://data.catds.fr/cecos-locean/Ocean_products/HIGH_RESOLUTION_8_REGIONS/documentation/Doc_High_Resolution_8_Regions.pdf.
DOI: 10.17882/101925
title: Microstructure dataset from the OVIDE A25 2008 cruise

description: This data publication provides the dataset of turbulent kinetic energy dissipation rates sampled during the Ovide A25 2008 cruise. The dataset was gathered with a deep autonomous Vertical Microstructure Profiler (VMP-6000). A raw  and a processed version are available as tar files. The raw data are available as a tar file containing the thirthy raw files (extension .p)  with all internally recorded parameters.  Raw data files can be processed using the ODAS software, which can be downloaded from the manufacturer on request (website at: https://rocklandscientific.com). The processed version is available as a tar file containing thirthy NetCDF files. Each NetCDF file contains the dissipation rate profile, the time (UTC) of the profile start, the geographical position (deployment of the VMP or mooring position), and the mean pressure for each dissipation rate estimate (two estimates at each pressure level from the two shear sensors). Each dissipation rate comes with a quality control matrix QC (14 x 4) that characterizes how the associated mean shear spectrum fitted the expected theoretical Nasmyth spectrum.
Reference for data processing:
The raw '*.p' files contain all the necessary information (with appropriate calibration coefficients when needed) to transform the raw data into physical units using the ODAS software. The user is referred to the software documentation to get more details on the data processing of those raw files (see https://rocklandscientific.com).
Shear data were processed following the processing flow chart of the Atomix SCOR Working Group 160 (https://wiki.app.uib.no/atomix/index.php?title=Flow_chart_for_shear_probes).
Supplementary information about the quality control matrix QC can be found in the reference: Ferron, B., S. Leizour, M. Hamon, O. Peden, 2024: MicroRiYo : An observing system for deep repeated profiles of kinetic energy dissipation rates from shear-microstructure turbulence along a mooring line, submitted to J. Atmos. Ocean. Tech.
DOI: 10.17882/101935
title: Microstructure dataset from the Reykjanes Ridge Experiment (RREX) 2015 cruise

description: This data publication provides the dataset of turbulent kinetic energy dissipation rates sampled during the Rekjanes Ridge RREX 2015 cruise. The dataset was gathered with a deep autonomous Vertical Microstructure Profiler (VMP-6000). A raw  and a processed version are available as tar files. The raw data are available as a tar file containing the fifty-eight files (extension .p)  with all internally recorded parameters.  Raw data files can be processed using the ODAS software, which can be downloaded from the manufacturer on request (website at: https://rocklandscientific.com). The processed version is available as a tar file containing fifty-eight NetCDF files. Each NetCDF file contains the dissipation rate profile, the time (UTC) of the profile start, the geographical position (deployment of the VMP or mooring position), and the mean pressure for each dissipation rate estimate (two estimates at each pressure level from the two shear sensors). Each dissipation rate comes with a quality control matrix QC (14 x 4) that characterizes how the associated mean shear spectrum fitted the expected theoretical Nasmyth spectrum.
Reference for data processing:
The raw '*.p' files contain all the necessary information (with appropriate calibration coefficients when needed) to transform the raw data into physical units using the ODAS software. The user is referred to the software documentation to get more details on the data processing of those raw files (see https://rocklandscientific.com).
Shear data were processed following the processing flow chart of the Atomix SCOR Working Group 160 (https://wiki.app.uib.no/atomix/index.php?title=Flow_chart_for_shear_probes).
Supplementary information about the quality control matrix QC can be found in the reference: Ferron, B., S. Leizour, M. Hamon, O. Peden, 2024: MicroRiYo : An observing system for deep repeated profiles of kinetic energy dissipation rates from shear-microstructure turbulence along a mooring line, submitted to J. Atmos. Ocean. Tech.
DOI: 10.17882/101939
title: Microstructure dataset from the Reykjanes Ridge Experiment (RREX) 2017 cruise

description: This data publication provides the dataset of turbulent kinetic energy dissipation rates sampled during the Rekjanes Ridge RREX 2017 cruise. The dataset was gathered with a deep autonomous Vertical Microstructure Profiler (VMP-6000). A raw  and a processed version are available as tar files. The raw data are available as a tar file containing the seventy-eight files (extension .p)  with all internally recorded parameters.  Raw data files can be processed using the ODAS software, which can be downloaded from the manufacturer on request (website at: https://rocklandscientific.com). The processed version is available as a tar file containing seventy-eight NetCDF files. Each NetCDF file contains the dissipation rate profile, the time (UTC) of the profile start, the geographical position (deployment of the VMP or mooring position), and the mean pressure for each dissipation rate estimate (two estimates at each pressure level from the two shear sensors). Each dissipation rate comes with a quality control matrix QC (14 x 4) that characterizes how the associated mean shear spectrum fitted the expected theoretical Nasmyth spectrum.
Reference for data processing:
The raw '*.p' files contain all the necessary information (with appropriate calibration coefficients when needed) to transform the raw data into physical units using the ODAS software. The user is referred to the software documentation to get more details on the data processing of those raw files (see https://rocklandscientific.com).
Shear data were processed following the processing flow chart of the Atomix SCOR Working Group 160 (https://wiki.app.uib.no/atomix/index.php?title=Flow_chart_for_shear_probes).
Supplementary information about the quality control matrix QC can be found in the reference: Ferron, B., S. Leizour, M. Hamon, O. Peden, 2024: MicroRiYo : An observing system for deep repeated profiles of kinetic energy dissipation rates from shear-microstructure turbulence along a mooring line, submitted to J. Atmos. Ocean. Tech.
DOI: 10.17882/102877
title: TOEddies Global Mesoscale Eddy Atlas Colocated with Argo Float Profiles

description: This dataset contains mesoscale eddies from the Ocean Eddy Detection and Tracking Algorithms (TOEddies) Atlas colocated with Argo profiling floats. Applied to daily gridded maps of satellite Absolute Dynamic Topography, TOEddies provides information on eddy dynamical characteristics (e.g., size and intensity) over a 30+ year period (1993–2023) and identifies complex eddy-eddy interactions that lead to eddy splitting and merging. Furthermore, these eddies are combined with 23 years of Argo profile co-located measurements (2000–2023), enabling investigation into the signature of eddies and their impact in the ocean interior. This dataset contains eddies detected across the entire geographical area covered by altimetric maps. Special caution is advised for studies focusing on eddies near the equator, where geostrophic balance breaks down, and at high latitudes, where the small Rossby radius limits detection capabilities in 1/4° altimetric fields.
TOEddies, based on the method proposed and developed by Chaigneau et al. (2008, 2011) and Pegliasco et al. (2018), was first presented in Laxenaire et al. (2018) when applied to the South Atlantic Ocean. To date, approximately 20 peer-reviewed publications have employed the TOEddies algorithm (see Ioannou et al., Preprint 2024 for a recent list of some of them). Notably, mesoscale eddies from TOEddies, following Chaigneau et al. (2011), have been colocated with Argo floats, facilitating, for example, the identification of the transition from surface to subsurface intensified eddies (Laxenaire et al., 2019), the estimation of heat transport by eddies (Laxenaire et al., 2020), and the study of the impact of mesoscale eddies on Deep Chlorophyll Maxima with BGC Argo floats (Cornec et al., 2021).
The V1 version of this dataset is described in detail in the appendix of Ioannou et al. (Preprint 2024) and compared to other eddy detection datasets in the core text of Ioannou et al. (Preprint 2024).
Input Fields =&gt;
Satellite Altimetry: Daily all-satellite sea surface height fields produced by Copernicus Marine Service (https://marine.copernicus.eu/fr). This multi-satellite product integrates data from all available satellites at a given time and is projected onto a fixed grid with a resolution of 0.25°, covering the global ocean (version: cmems_obs-sl_glo_phy-ssh_my_allsat-l4-duacs-0.25deg_P1D, DOI:10.48670/moi-00148).
Argo Floats: Argo float profile data and positions were retrieved from the Ifremer FTP (Argo, 2024; DOI:10.17882/42182).
See Detection eddies repository for technical guidance on this dataset.
DOI: 10.17882/104251
title: Nematode imaged with motorized binocular, laser scanning confocal microcope and lightsheet microscope.

description: Imaging methods have developed rapidly in recent decades, opening new opportunities for taxonomy and biodiversity studies of marine organisms. In particular, the microscopic size range, which used to be challenging to study due to time-consuming preparation and observation steps, now benefits from high throughput quantitative imaging methods and the development of fast high-resolution microscopy approaches. The dataset regroup raw images of three high resolution imaging methods applied to meiofauna samples with a focus on Nematoda taxa. This dataset from a semi automatized microscopy acquisition procedure and two 3D fluorescent microscopy protocols is linked to the publication entitled “Meiofauna investigation and taxonomic identification through imaging – a game of compromise” in Limnology and oceanography: Methods, 2025 were used.
DOI: 10.17882/104635
title: Stratified Ocean Dynamics of the Arctic (SODA) FastCTD, MMP, and ADCP datasets from the Chukchi shelf break

description: This dataset is associated with the publication by Nicole Couto, Jennifer MacKinnon, Harper Simmons, and Matthew Alford, "Near-bottom baroclinic and submesoscale instability at the Chukchi shelfbreak." Four FastCTD sections and one Modular Microstructure Profiler (MMP) were collected crossing the Chukchi shelf break in September 2018 from the R/V Sikuliaq. Current velocities were measured simultaneously from two hull-mounted ADCPS: an RDI Workhorse 300 kHz and an RDI Ocean Surveyor 75 kHz.
DOI: 10.15468/dl.z3rq94
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Discherodontus schroederi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000282-250827131500795/datasets/export for details.
DOI: 10.15468/dl.bz2g5n
title: Occurrence Download

description: A dataset containing 368133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ottelia ovalifolia, Oxalis articulata, Oxalis barrelieri, Oxalis corniculata, Oxalis debilis, Oxalis dillenii, Oxalis floribunda, Oxalis latifolia, Oxalis pes-caprae, Oxalis spiralis, Oxybasis glauca, Oxygonum sinuatum, Pachysandra terminalis, Pachystachys coccinea, Paederia cruddasiana, Paederia foetida, Pandorea pandorana, Pangium edule, Panicum antidotale, Panicum capillare)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 368133 records from 1145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000252-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erx4z4
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphagnum angermanicum Melin"
 ]
}

 The dataset includes 825 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021059-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr5pzw
title: Occurrence Download

description: A dataset containing 568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.29189 33.46385,27.05521 33.46385,27.05521 76.14603,-81.29189 76.14603,-81.29189 33.46385))",
 "TaxonKey is Sphagnum beothuk R.E.Andrus"
 ]
}

 The dataset includes 568 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021061-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ry9ka
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphagnum flavicomans (Cardot) Warnst."
 ]
}

 The dataset includes 1374 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021063-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15596254
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604u Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604u Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15596255
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604u Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604u Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.kut28r
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-160.40929 15.77142,47.42466 15.77142,47.42466 83.91876,-160.40929 83.91876,-160.40929 15.77142))",
 "TaxonKey is Sphagnum tenerum Sull. & Lesq."
 ]
}

 The dataset includes 861 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021065-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyr4hz
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphagnum venustum Flatberg"
 ]
}

 The dataset includes 79 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021066-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rgf5d
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plutarchia ecuadorensis Luteyn"
 ]
}

 The dataset includes 35 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021068-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb4hcg
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita tricincta Timberlake, 1953"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021069-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jc53x
title: Occurrence Download

description: A dataset containing 1096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanius iberus (Valenciennes, 1846)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1096 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bh8p3
title: Occurrence Download

description: A dataset containing 4410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-39.24573 -17.81404,-36.27797 -17.81404,-36.27797 -10.98112,-39.24573 -10.98112,-39.24573 -17.81404))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polychaeta"
 ]
}

 The dataset includes 4410 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021071-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2n959g
title: CCDC 2451675: Experimental Crystal Structure Determination

description: Related Article: G.M. Burkin, S. Annadurdyyeva, A.G. Kutasevich, N.A. Guliyeva, K.I. Hasanov, M. Akkurt, G.M. Manahelohe|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|543|doi:10.1107/S2056989025004426
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n9jzh
title: CCDC 2452037: Experimental Crystal Structure Determination

description: Related Article: M. Sangavi, M. Mohana, R.J. Butcher, C.D. McMillen|2025|Acta Crystallogr.,Sect.E:Cryst.Commun.|81|549|doi:10.1107/S2056989025004463
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.27229671
title: Dataset for the article "Influence of plant neighborhood on patch dynamics" published in Oikos (DOI: 10.1002/oik.11307)

description: Dataset for the article "Influence of plant neighborhood on patch dynamics" published in Oikos (DOI: 10.1002/oik.11307)
DOI: 10.6084/m9.figshare.27229671.v1
title: Dataset for the article "Influence of plant neighborhood on patch dynamics" published in Oikos (DOI: 10.1002/oik.11307)

description: Dataset for the article "Influence of plant neighborhood on patch dynamics" published in Oikos (DOI: 10.1002/oik.11307)
DOI: 10.15468/dl.he5n5h
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plectrohyla sabrina (Caldwell, 1974)"
 ]
}

 The dataset's 1 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021062-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13117702
title: Raw data - JCE - Exhibition Projet - Piard-Barreau-Lambert
DOI: 10.5281/zenodo.13117703
title: Raw data - JCE - Exhibition Projet - Piard-Barreau-Lambert
DOI: 10.5281/zenodo.15596269
title: Raw data - JCE - Exhibition Projet - Piard-Barreau-Lambert
DOI: 10.5281/zenodo.15596276
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604u Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604u Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15596277
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604u Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604u Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.5ybadk
title: Occurrence Download

description: A dataset containing 1082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Valencia hispanica (Valenciennes, 1846)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1082 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021073-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.