cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.986030
title: Observing soil organic carbon spatial and seasonal variability at the Golan Heights using CO2/O2 fluxes measurements in an incubation experiment

description: Soil organic matter (SOM) stores most of the terrestrial carbon, and changes in this storage can have a significant effect on the global carbon cycle. Various approaches have been used to understand the SOM transformations and stability. Here we measured the respiratory CO2 and O2 fluxes, and their ratio (the Apparent Respiratory Quotient - ARQ) in soil incubations at different temperatures, to learn about the short-term processes affecting SOM stability. To study in detail the spatial and temporal variability, we examine soil samples from two sample sets: a regional set, and a local set that was used to study the seasonality and environmental variability within a site. The regional set was taken from 11 sites located in the north and center of the Golan Heights, the samplings took place in two campaigns in October 2020 and in January 2021. In each site, the sample was pooled from 2 sub-samples taken by a trowel from A-horizon at 0-10 cm depth in adjacent locations. The local soil samples set was taken from Mt. Baron, a volcanic cinder cone which is located in the north of Golan Heights. The sampling took place in October 2021, February 2022, and June 2022, which represent the beginning, middle, and end of the rainy season. Each sample was pooled from 2 locations and taken by a trowel from A-horizon at 0-10 cm depth. At each campaign, the soil was sampled at 4 heights along the north and south slopes, under tree canopy, and in open grassland. The incubations were conducted on fresh sieved soil (2mm), wetted with distilled water to different levels. To explore the effect of anaerobic microsites on ARQ we incubated artificial clods (1 cm diameter) with wetted soil from Mt. Baron (The local set). To further test the effects of O2 limitation we conducted an experiment in which we mitigated this limitation by enriching in oxygen the atmosphere of the incubation headspace. All the incubations were carried out at the Hebrew University of Jerusalem.
DOI: 10.1594/pangaea.987009
title: Seafloor images from a mining trial at the Belgian (GSR) contract area in the Clarion Clipperton Zone during the MANGAN 2021 (IP21) expedition

description: Raw seafloor time-series images with an Ocean Imaging Systems (OIS) DSC 24,000 Digital Still Camera at ca. 1 m above the seafloor during the mining trial at the Belgian (GSR) contract area in the Clarion Clipperton Zone.
description: Record the seafloor state before, during and after a mining-induced sediment plume. The camera is located 500 m from the mining trial site. The ROV tether accidentantly dragged the camera platform approx. 100 m from the initial location. Deep-sea benthic habitat with polymetallic nodules. The camera operated from 17-28 April 2021.
DOI: 10.1594/pangaea.987129
title: Snow density profiles at Kottaspegel traverse in 2024-2025

description: This is a collection of shallow snow density data sets from overland traverse between Neumayer Station III and Kottas camp in January/February 2025. Sampling during the Kottas traverse was carried out by O. Zeising and F. Heitmann. Sampling device was a 1 m long and 9,05 cm diameter Kovacs ice corer Mark II (Registry Item No 13278, https://registry.o2a-data.de/items/13278). Density was determined as bulk density by dividing the net weight of the snow core by the volume of the snow core (determined from length of the snow core and diameter of the coring device).
DOI: 10.1594/pangaea.987151
title: Water-column images (PartiCam) from a mining trial at the Belgian (GSR) contract area in the Clarion Clipperton Zone during the MANGAN 2021 (IP21) expedition

description: Raw water-column time-series images obtained with a PartiCam system show the number and size of suspended particles at &lt; 1 m above the seafloor and 180 m south-east from the collector impact site in the Belgian (GSR) contract area in the Clarion Clipperton Zone (CCZ).
DOI: 10.1594/pangaea.987162
title: Seawater carbonate chemistry and survival and settlement of Pocillopora acuta across temperature and OA conditions

description: Here, we exposed the early life stages of Pocillopora acuta in Kāne'ohe Bay, Hawai'i, USA, a common reef-building coral throughout the Pacific, to projected ocean warming and acidification scenarios. We measured ecological, physiological, biomineralisation and molecular responses across the critical transition from larvae to newly settled recruits following 6 days of exposure to diel fluctuations in temperature and pH in Control (26.8°C–27.9°C, 7.82–7.96 pHTotal), Mid (28.4°C–29.5°C, 7.65–7.79 pHTotal) and High conditions (30.2°C–31.5°C, 7.44–7.59 pHTotal). This dataset is included in the OA-ICC data compilation maintained in the framework of the IAEA Ocean Acidification International Coordination Centre (see https://oa-icc.ipsl.fr). Original data were downloaded from github (see Source) by the OA-ICC data curator. In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2024) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2025-11-04.
DOI: 10.1594/pangaea.987197
title: Meteorological synoptical observations from station Izaña (2025-08)
DOI: 10.1594/pangaea.987198
title: Meteorological synoptical observations from station Izaña (2025-09)
DOI: 10.1594/pangaea.987199
title: Ozone measurements from station Izaña (2025-08)
DOI: 10.1594/pangaea.987200
title: Ultra-violet measurements from station Izaña (2025-09)
DOI: 10.1594/pangaea.987201
title: Basic and other measurements of radiation at station Izaña (2025-09)
DOI: 10.1594/pangaea.987202
title: Ozone measurements from station Izaña (2025-09)
DOI: 10.1594/pangaea.987203
title: Ultra-violet measurements from station Izaña (2025-08)
DOI: 10.1594/pangaea.987204
title: Basic and other measurements of radiation at station Izaña (2025-08)
DOI: 10.1594/pangaea.987205
title: Radiosonde measurements from station Izaña (2025-08)

description: Start location: Guimar; Distance from radiation site: 5 km
DOI: 10.1594/pangaea.987206
title: Radiosonde measurements from station Izaña (2025-09)

description: Start location: Guimar; Distance from radiation site: 5 km
DOI: 10.15468/dl.gn2bfz
title: Occurrence Download

description: A dataset containing 2092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caryota maxima, Caryota mitis, Caryota obtusa, Casearia glomerata, Casearia graveolens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2092 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15725554
title: A Global Sub-Mesoscale Eddy Dataset Using Deep Learning Algorithms and Sentinel-3 Chlorophyll-a Data

description: The dataset will be continuously updated (now 2020-2022)

Access the dataset please contact us : Email 1294795765@qq.com
DOI: 10.5281/zenodo.15765676
title: A Global Sub-Mesoscale Eddy Dataset Using Deep Learning Algorithms and Sentinel-3 Chlorophyll-a Data

description: The dataset will be continuously updated (now 2020-2022)

Access the dataset please contact us : Email 1294795765@qq.com
DOI: 10.5281/zenodo.17796127
title: GSPT-Based Critical Manifold Reconstruction and Predictive Activity Modeling of Interstellar Comet 3I/ATLAS: Data and Scripts

description: This dataset contains the full set of processed photometry, geometric parameters, slow‐manifold reconstructions, regime segmentation results, prediction-band calculations, and long-term activity forecasts associated with the study “GSPT-Based Critical Manifold Reconstruction and Predictive Activity Modeling of Interstellar Comet 3I/ATLAS” (submitted to The Astrophysical Journal Letters).

The complete analysis pipeline transforms raw ATLAS, TESS, and COBS photometry into intrinsic brightness space, joins the measurements with JPL–Horizons ephemerides, reconstructs the comet’s
DOI: 10.5281/zenodo.17796128
title: GSPT-Based Critical Manifold Reconstruction and Predictive Activity Modeling of Interstellar Comet 3I/ATLAS: Data and Scripts

description: This dataset contains the full set of processed photometry, geometric parameters, slow‐manifold reconstructions, regime segmentation results, prediction-band calculations, and long-term activity forecasts associated with the study “GSPT-Based Critical Manifold Reconstruction and Predictive Activity Modeling of Interstellar Comet 3I/ATLAS” (submitted to The Astrophysical Journal Letters).

The complete analysis pipeline transforms raw ATLAS, TESS, and COBS photometry into intrinsic brightness space, joins the measurements with JPL–Horizons ephemerides, reconstructs the comet’s
DOI: 10.17026/ar/skew8i
title: PAN-00104902 - coin/coin-related, Constantinus I (306-337), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00104902&lt;/p&gt;
description: Modified: 2025-05-06T16:32:08+02:00
DOI: 10.5281/zenodo.17695883
title: GSPT-Based Critical Dynamics of 3I/ATLAS: Complete Dataset and Reproduction Package

description: Zenodo Metadata Description for 3I/ATLAS GSPT Regenerated Data Package=====================================================================

Title:Regenerated Data Package for the GSPT Analysis of Interstellar Object 3I/ATLAS

Description:This Zenodo deposit contains the complete regenerated data package used in theGeometric Singular Perturbation Theory (GSPT) analysis of the interstellar object3I/ATLAS (C/2025 N1). It includes raw photometry, enhanced geometry, derived activitydiagnostics, GSPT manifolds, anomalous events, appendices, documentation, and a reproduction Python script. The package is structured to support full transparency and computational reproducibility for the accompanying ApJL Letter.

Contents:- photometry/: COBS, ATLAS, TESS raw photometry- geometry/: JPL/Horizons enhanced geometry- derived/: unified lightcurve, ε_eff, ε(r), x_phase, cleaned dataset- figures_data/: CSV files behind manuscript figures- gspt_manifolds/: critical & slow manifolds, normal eigenvalues- events/: anomalous photometric events- docs/: dataset documentation, derivations, appendices, manuscript drafts- scripts/: Python reproduction script

Keywords:3I/ATLAS, interstellar object, GSPT, geometric singular perturbation theory, ε(r),critical manifold, slow manifold, photometry, dynamical systems, reproducible science

License:CC-BY 4.0

Related Publication:ApJL Letter — A Data-Driven GSPT Analysis of Interstellar Object 3I/ATLAS
DOI: 10.17026/ar/vwcliw
title: PAN-00120281 - coin/coin-related, Marcus Aurelius (161-180), voor Antoninus Pius, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00120281&lt;/p&gt;
description: Modified: 2025-09-29T17:58:07+02:00
DOI: 10.15468/dl.fkyzt6
title: Occurrence Download

description: A dataset containing 2263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Casearia kurzii, Casearia membranacea, Casearia tardieuae, Casearia velutina, Senna bicapsularis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2263 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pa3zpe
title: Occurrence Download

description: A dataset containing 1232 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo de frailejones: distribución de las especies, características poblacionales y alcances de las presiones naturales y antrópicas en el PNN Chingaza"
 ]
}

 The dataset includes 1232 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/1xzm-pw88
title: Composite Topography-Bathymetry Digital Elevation Model for Queensland Estuaries

description: This dataset provides a high-resolution (5 m) composite topography-bathymetry Digital Elevation Model (DEM) for all estuaries along the Queensland coast from Cape York to Gold Coast. The DEM was specifically developed to support hydrodynamic modelling of tidal inundation in Great Barrier Reef (GBR) coastal wetlands and estuaries, and served as the foundational elevation dataset for the SCHISM (Semi-implicit Cross-scale Hydroscience Integrated System Model) hydrodynamic model simulations of Highest Astronomical Tide (HAT) published at https://data.csiro.au/collection/csiro:66491v4.

The composite DEM integrates multiple authoritative elevation data sources across the land-water interface, including terrestrial LiDAR, bathymetric surveys, satellite-derived intertidal topography, and modelled tidal creek bathymetry. A key innovation is the use of satellite-derived water observations and allometric relationships to estimate tidal creek depths based on local creek width, enabling representation of tidal conveyance into coastal floodplains that are not captured by traditional survey methods.

The DEM is referenced to the Australian Vertical Working Surface (AVWS, EPSG:9458) quasi-geoid vertical datum and projected in Australian Albers Equal Area (EPSG:9473) coordinate reference system. The dataset covers the entire Queensland coastal zone with elevations ranging from approximately -60 m (offshore) to +15 m (terrestrial), with a mask layer indicating the data source for each pixel.

Spatial Coverage: Queensland coast from Cape York to Gold Coast.

Temporal Coverage: Data sources span from 2010 to 2024, with the composite DEM representing conditions circa 2022-2024.

Resolution: 5 m horizontal resolution, processed in 5000 m × 5000 m tiles in Australian Albers Equal Area projection (EPSG:9473). Composed into a single Cloud-Optimised GeoTIFF with ZSTD compression.

Vertical Datum: quasi-geoidal Australian Vertical Working Surface (AVWS, EPSG:9458). AVWS can be translated to AHD using GA published grids in PROJ. Coastal Mean Sea Level relative to AVWS has been previously published here: https://doi.org/10.25919/6672-jx11

Format: Cloud-Optimized GeoTIFFs (COG) with (1) elevation (CSIRO_TOPOBATHY_V8_5m_DEM.tif), (2) data source mask (CSIRO_TOPOBATHY_V8_5m_FLAGS.tif).
DOI: 10.5281/zenodo.17796184
title: Merged dual-polarization radar observations of heavy precipitation during the warm season from 2022 to 2023

description: Observations from merged dual-polarization radars deployed in southwestern China during the warm season from 2022 to 2023.
DOI: 10.5281/zenodo.17796185
title: Merged dual-polarization radar observations of heavy precipitation during the warm season from 2022 to 2023

description: Observations from merged dual-polarization radars deployed in southwestern China during the warm season from 2022 to 2023.
DOI: 10.17026/ar/k9k2bl
title: PAN-00113070 - coin/coin-related, Floris IV of Willem II (1222-1234-1256), penning

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00113070&lt;/p&gt;
description: Modified: 2025-09-15T13:10:24+02:00
DOI: 10.15468/dl.y8xmr3
title: Occurrence Download

description: A dataset containing 25050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "StateProvince is Guizhou",
 "TaxonKey is Animalia",
 "Year 2011-2023"
 ]
}

 The dataset includes 25050 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17726564
title: Cortical-limbic circuit dynamics of approach-avoidance conflict in humans: minimally processed data

description: These data include the minimally processed (cleaned, filtered, bipolar-referenced, and epoched) iEEG data files, the localization of the electrodes, and the behavioral data for the Staveland et al Nature Communications paper entitled Cortical-limbic circuit dynamics of approach-avoidance conflict in humans

 

Please contact the corresponding author of the paper for any questions or additional information about these data.
DOI: 10.5281/zenodo.17726565
title: Cortical-limbic circuit dynamics of approach-avoidance conflict in humans: minimally processed data

description: These data include the minimally processed (cleaned, filtered, bipolar-referenced, and epoched) iEEG data files, the localization of the electrodes, and the behavioral data for the Staveland et al Nature Communications paper entitled Cortical-limbic circuit dynamics of approach-avoidance conflict in humans

 

Please contact the corresponding author of the paper for any questions or additional information about these data.
DOI: 10.15468/9uf8ty
title: 2024_kbif_joint_survey_Plant_specimen_information_SMNH_73

description: 2024 KBIF Joint Investigation Survey Area: Namhae-gun, Gyeongsangnam-do, Republic of Korea Subject to investigation:Insect
DOI: 10.15468/dl.am9qnt
title: Occurrence Download

description: A dataset containing 9834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cassia javanica, Cassiope membranifolia, Castanea henryi, Castanea mollissima, Castanea seguinii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9834 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/qcx8hk
title: PAN-00011673 - handle with widened middle knob (Roman period)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00011673&lt;/p&gt;
description: Modified: 2025-08-11T10:29:01+02:00
DOI: 10.15468/dl.e5gt6e
title: Occurrence Download

description: A dataset containing 3187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-112.3939 33.29614,-112.3939 33.2902,-112.30475 33.28966,-112.30601 33.37039,-112.32357 33.37066,-112.32366 33.36345,-112.36545 33.36345,-112.36545 33.38732,-112.36058 33.3875,-112.36077 33.39262,-112.37535 33.39245,-112.37526 33.38921,-112.39264 33.38912,-112.39264 33.37917,-112.40183 33.37917,-112.40165 33.29668,-112.3939 33.29614))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3187 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023448-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17796207
title: МОДЕРНИЗАЦИЯ СЕЯЛКИ ПО СПОСОБУ ПОСЕВА СЕМЯН
DOI: 10.5281/zenodo.17796206
title: МОДЕРНИЗАЦИЯ СЕЯЛКИ ПО СПОСОБУ ПОСЕВА СЕМЯН
DOI: 10.15468/dl.mbfpwc
title: Occurrence Download

description: A dataset containing 3408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Castanopsis amabilis, Castanopsis argyrophylla, Castanopsis boisii, Castanopsis calathiformis, Castanopsis carlesii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3408 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17796166
title: Input data for align benchmark work
DOI: 10.5281/zenodo.17796167
title: Input data for align benchmark work
DOI: 10.17026/ar/ecnucz
title: PAN-00105787 - coin/coin-related, L. Cornelius Balbus, voor Octavianus, denarius

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105787&lt;/p&gt;
description: Modified: 2025-07-07T07:56:19+02:00
DOI: 10.5281/zenodo.17796200
title: The hourly merged precipitation product

description: The hourly merged precipitation product during the warm season (May-September) from 2022 to 2023.
DOI: 10.5281/zenodo.17796201
title: The hourly merged precipitation product

description: The hourly merged precipitation product during the warm season (May-September) from 2022 to 2023.
DOI: 10.34740/kaggle/dsv/13965254
title: BITCOIN Historical Datasets 2018-2025 Binance API
DOI: 10.5281/zenodo.17796214
title: TECHNOLOGY OF NON-TRADITIONAL BALANCED COMPOUND FOOD, WITH ENRICHED PROTEIN AND ENZYME COMPOSITION FROM THE FUNGUS PLEUROTUS OSTREATUS
DOI: 10.5281/zenodo.17796215
title: TECHNOLOGY OF NON-TRADITIONAL BALANCED COMPOUND FOOD, WITH ENRICHED PROTEIN AND ENZYME COMPOSITION FROM THE FUNGUS PLEUROTUS OSTREATUS
DOI: 10.15468/dl.zpqmmq
title: Occurrence Download

description: A dataset containing 40529 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Soil marker gene sequences across the Nutrient Network"
 ]
}

 The dataset includes 40529 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ihs3w3
title: PAN-00170399 - disc-shaped spindle whorl (handmade pottery) Iron Age-Roman period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170399&lt;/p&gt;
description: Modified: 2025-05-14T11:17:09+02:00
DOI: 10.15468/dl.3set52
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Castanopsis ceratacantha, Castanopsis cerebrina, Castanopsis chinensis, Castanopsis choboensis, Castanopsis chunii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 855 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adwt2q
title: Occurrence Download

description: A dataset containing 25351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis invicta"
 ]
}

 The dataset includes 25351 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023453-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17796222
title: XUSUSIY HARBIY KOMPANIYALARNING O'ZIGA XOS XUSUSIYATLARI
DOI: 10.5281/zenodo.17796223
title: XUSUSIY HARBIY KOMPANIYALARNING O'ZIGA XOS XUSUSIYATLARI
DOI: 10.17026/ar/wfyqqv
title: PAN-00157012 - antler/bone/ivory production waste

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00157012&lt;/p&gt;
description: Modified: 2025-05-13T16:11:20+02:00