cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fz4ayn
title: Occurrence Download

description: A dataset containing 982862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia, Tracheophyta)",
 "Country is Chile",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 982862 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002910-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15547344
title: anser_canagicus_spades_01.fasta.gz
DOI: 10.5281/zenodo.15547345
title: anser_canagicus_spades_01.fasta.gz
DOI: 10.1594/pangaea.51359
title: Calcium carbonate content of sediment core V30-192
DOI: 10.1594/pangaea.51379
title: Calcium carbonate content of sediment core V31-141
DOI: 10.1594/pangaea.51208
title: Calcium carbonate content of sediment core V19-30
DOI: 10.1594/pangaea.51380
title: Calcium carbonate content of sediment core V31-157
DOI: 10.1594/pangaea.51225
title: Calcium carbonate content of sediment core V22-192
DOI: 10.1594/pangaea.51362
title: Calcium carbonate content of sediment core V30-35
DOI: 10.1594/pangaea.51253
title: Calcium carbonate content of sediment core V23-91
DOI: 10.1594/pangaea.51363
title: Calcium carbonate content of sediment core V30-36
DOI: 10.1594/pangaea.51181
title: Calcium carbonate content of sediment core V14-96
DOI: 10.1594/pangaea.51254
title: Calcium carbonate content of sediment core V24-28
DOI: 10.1594/pangaea.51182
title: Calcium carbonate content of sediment core V14-97
DOI: 10.1594/pangaea.51364
title: Calcium carbonate content of sediment core V30-39
DOI: 10.1594/pangaea.51381
title: Calcium carbonate content of sediment core V32-4
DOI: 10.1594/pangaea.51213
title: Calcium carbonate content of sediment core V21-213
DOI: 10.1594/pangaea.51304
title: Calcium carbonate content of sediment core V28-125
DOI: 10.1594/pangaea.51215
title: Calcium carbonate content of sediment core V21-26
DOI: 10.1594/pangaea.51255
title: Calcium carbonate content of sediment core V24-39
DOI: 10.1594/pangaea.51256
title: Calcium carbonate content of sediment core V25-42
DOI: 10.1594/pangaea.51305
title: Calcium carbonate content of sediment core V28-126
DOI: 10.1594/pangaea.51218
title: Calcium carbonate content of sediment core V21-34
DOI: 10.1594/pangaea.51371
title: Calcium carbonate content of sediment core V30-51
DOI: 10.1594/pangaea.51220
title: Calcium carbonate content of sediment core V22-174
DOI: 10.1594/pangaea.51257
title: Calcium carbonate content of sediment core V25-59
DOI: 10.1594/pangaea.51258
title: Calcium carbonate content of sediment core V25-75
DOI: 10.1594/pangaea.51306
title: Calcium carbonate content of sediment core V28-127
DOI: 10.1594/pangaea.51262
title: Calcium carbonate content of sediment core V26-41
DOI: 10.1594/pangaea.51264
title: Calcium carbonate content of sediment core V26-82
DOI: 10.1594/pangaea.51307
title: Calcium carbonate content of sediment core V28-128
DOI: 10.1594/pangaea.51308
title: Calcium carbonate content of sediment core V28-129
DOI: 10.1594/pangaea.51234
title: Calcium carbonate content of sediment core V22-38
DOI: 10.1594/pangaea.51265
title: Calcium carbonate content of sediment core V27-110
DOI: 10.1594/pangaea.51309
title: Calcium carbonate content of sediment core V28-14
DOI: 10.1594/pangaea.51267
title: Calcium carbonate content of sediment core V27-116
DOI: 10.1594/pangaea.51372
title: Calcium carbonate content of sediment core V30-75
DOI: 10.1594/pangaea.51376
title: Calcium carbonate content of sediment core V30-97
DOI: 10.1594/pangaea.51377
title: Calcium carbonate content of sediment core V30-99
DOI: 10.1594/pangaea.51378
title: Calcium carbonate content of sediment core V31-130
DOI: 10.1594/pangaea.51268
title: Calcium carbonate content of sediment core V27-17
DOI: 10.1594/pangaea.51290
title: Calcium carbonate content of sediment core V27-70
DOI: 10.1594/pangaea.51274
title: Calcium carbonate content of sediment core V27-232
DOI: 10.1594/pangaea.51291
title: Calcium carbonate content of sediment core V27-72
DOI: 10.1594/pangaea.51275
title: Calcium carbonate content of sediment core V27-237
DOI: 10.1594/pangaea.51292
title: Calcium carbonate content of sediment core V27-74
DOI: 10.1594/pangaea.51293
title: Calcium carbonate content of sediment core V27-75
DOI: 10.1594/pangaea.51310
title: Calcium carbonate content of sediment core V28-146
DOI: 10.1594/pangaea.51276
title: Calcium carbonate content of sediment core V27-238
DOI: 10.1594/pangaea.51311
title: Calcium carbonate content of sediment core V28-147
DOI: 10.1594/pangaea.51278
title: Calcium carbonate content of sediment core V27-240
DOI: 10.1594/pangaea.51284
title: Calcium carbonate content of sediment core V27-263
DOI: 10.1594/pangaea.51285
title: Calcium carbonate content of sediment core V27-40
DOI: 10.1594/pangaea.51332
title: Calcium carbonate content of sediment core V28-38
DOI: 10.1594/pangaea.51235
title: Calcium carbonate content of sediment core V23-110
DOI: 10.1594/pangaea.51236
title: Calcium carbonate content of sediment core V23-112
DOI: 10.1594/pangaea.51334
title: Calcium carbonate content of sediment core V28-59
DOI: 10.1594/pangaea.51340
title: Calcium carbonate content of sediment core V29-147
DOI: 10.1594/pangaea.51341
title: Calcium carbonate content of sediment core V29-153
DOI: 10.1594/pangaea.51237
title: Calcium carbonate content of sediment core V23-23
DOI: 10.1594/pangaea.51944
title: Calcium carbonate content of sediment core A179-004
DOI: 10.1594/pangaea.51945
title: Calcium carbonate content of sediment core A180-016
DOI: 10.1594/pangaea.51946
title: Calcium carbonate content of sediment core A180-073
DOI: 10.1594/pangaea.51948
title: Calcium carbonate content of sediment core K708-006
DOI: 10.1594/pangaea.52130
title: Age model of sediment core K708-007 (specmap.020)
DOI: 10.1594/pangaea.52137
title: Age model of sediment core V27-116 (specmap.030)
DOI: 10.1594/pangaea.707427
title: Pollen profile from Macon

description: No age model exists. The profile is from the Robein Silt (Farmdalian, ca. 20-30 kyr BP) and Roxana Silt (Altonian: ca. 30-45 kyr BP).
DOI: 10.1594/pangaea.839411
title: Loadings for the principal components of sediment cores from the Indo-Pacific and Eastern Equatorial Pacific
DOI: 10.1594/pangaea.742700
title: (Figure 8) Weight percent carbonate record for sediment core TTN057-6-PC4
DOI: 10.1594/pangaea.736639
title: Silt median grain size of sediment core GIK17940-2

description: DEPTH, sediment is composite depth, measured in the sediment siliciclastic fraction &lt;63 µm
DOI: 10.1594/pangaea.736641
title: Mode grain size of silt of sediment core GIK17940-2

description: DEPTH, sediment is composite depth, measured in the sediment siliciclastic fraction &lt;63 µm
DOI: 10.1594/pangaea.736637
title: Clay content of sediment core GIK17940-2

description: DEPTH, sediment (m) is composite depth
DOI: 10.15468/dl.ezw2ak
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Issidae"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011919-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15274649
title: Dataset: Vulnerability of blue carbon stocks to disturbance in sediments with low burial efficiency

description: Files contain the following data for sediment cores PC003, PC004, PC005 and GC009:



Dry bulk density (g/cm3)

Water content (%)

Gravel content (%)

Sand content (%)

Mud content (%)

Folk scheme category 

CaCO3 (%)

Total Carbon (TC; %)

Total Inorganic Carbon (TIC; %)

Total Organic Carbon (TOC; %)

Total Nitrogen (TN; %)

TN/TOC







Core ID



Latitude (°N)



Longitude (°E)



Water depth (m)



Core length (cm)





PC003



58.118  



0.270



147



832





PC004



58.375  



0.516



151



793





PC005



58.516



0.417



145



646





GC009



59.767



-0.445



141



180
description: The authors acknowledge funding from Convex Group Ltd for the Convex Seascape Survey, which is facilitated by Blue Marine Foundation (https://www.bluemarinefoundation.com/projects/convex-seascape-survey).
DOI: 10.48688/njk0-n656
title: Short Period Incidence Study of Severe Acute Respiratory Illness (SPRINT-SARI)

description: This is a multi-centre, prospective, short period incidence observational study of patients in participating hospitals and intensive care units (ICUs) with SARI. The study period will occur, in both Northern and Southern hemispheric winters. The study period will comprise a 5 to 7-day cohort study in which patients meeting a SARI case-definition, who are newly admitted to the hospitals / ICUs at participating sites, will be included in the study. The study will be conducted in 20 to 40-hospital/ ICU-based research networks globally. All clinical information and sample data will only be recorded if taken as part of the routine clinical practice at each site and only fully anonymised and de-identified data will be submitted centrally.    The primary aim of this study is to establishing a research response capability for a future epidemic / pandemic through a global SARI observational study. The secondary aim of this study is to investigate the descriptive epidemiology and microbiology profiles of patients with SARI. The tertiary aim of this study is to assess the Ethics, Administrative, Regulatory and Logistic (EARL) barriers to conducting pandemic research on a global level.    Severe acute respiratory infection (SARI) continues to be of major relevance to public health worldwide. In the last 10 years there have been multiple SARI outbreaks around the world. The 2009 H1N1 pandemic was estimated to result in more than 200,000 respiratory deaths globally. The World Health Organization (WHO) defines SARI as an acute respiratory infection of recent onset (within 10 days) requiring hospitalisation, manifested by fever (≥38oC) or a history of fever and cough. There is international consensus that it is important to undertake observational studies of patients with SARI as an essential component of pandemic and epidemic research preparedness.
DOI: 10.15468/dl.t7afq8
title: Occurrence Download

description: A dataset containing 37653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Nyctibius grandis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 37653 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013042-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r55mp5
title: Occurrence Download

description: A dataset containing 24584015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sturnus vulgaris Linnaeus, 1758"
 ]
}

 The dataset includes 24584015 records from 5879 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001025-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45rctz
title: Occurrence Download

description: A dataset containing 5745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aceros nipalensis"
 ]
}

 The dataset includes 5745 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049182-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ugyth
title: Occurrence Download

description: A dataset containing 3439985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "GadmGid is IND.16.3_1",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3439985 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fzhmtgxmwg
title: A STUDY ON UPPER LIMB STRENGTHENING EXERCISES ON HAND WRITING SPEED AMONG SCHOOL GOING STUDENTS: A RANDOMIZED CONTROLLED TRIAL
DOI: 10.17632/fzhmtgxmwg.1
title: A STUDY ON UPPER LIMB STRENGTHENING EXERCISES ON HAND WRITING SPEED AMONG SCHOOL GOING STUDENTS: A RANDOMIZED CONTROLLED TRIAL
DOI: 10.17632/fsn6fn7ht8.1
title: Anomaly bias Stock Trades and Order Dataset

description: The datasets used herein (trade.csv, orders.csv) are representative of such resources, originating from the detailed logs generated by an exchange's electronic trading system, capturing order lifecycle events and trade executions with high-fidelity timestamps and unique identifiers. While obtained through these open channels, the data adheres to strict privacy protocols, employing anonymized identifiers for participants. Therefore, throughout this study, we treat all identifiers (MEMBER_CODE, CLIENT_ID, TRADER_ID) as unique labels representing distinct entities within the dataset's ecosystem. This approach allows for rigorous analysis of trading patterns and network structures while respecting the confidentiality requirements and ethical usage guidelines.

The primary value of this dataset lies in its granularity and the combination of both order and trade information. The orders.csv file provides insight into the intentions of market participants – the prices, quantities, and timing of their desired trades before execution. The trade.csv file provides the outcomes – which orders actually matched, at what price, quantity, and time.

This data is especially valuable for researchers and surveillance professionals seeking to build fraud detection algorithms using real-world complexities rather than synthetic approximations. It supports a wide range of analytical methodologies, including graph-based cycle detection, participant network analysis, latency profiling, and behavioral clustering. With clean formatting, high fidelity, and clear attribute separation, the dataset is ideally suited for exploring how manipulative intent might emerge in high-frequency trading environments and offers a solid foundation for both academic inquiry and regulatory innovation.
DOI: 10.17632/wc5873wgsg.1
title: Universal Neural Network Potential Study of the Pt/CO Heterogeneous Catalytic System. Valadez et al.

description: Supplementary Data Files for the article "Universal Neural Network Potential Study of the Pt/CO Heterogeneous Catalytic System" by Gerardo Valadez Huerta, Yusuke Nanba, and Michihisa Koyama, published in "Surfaces and Interfaces" (DOI: 10.1016/j.surfin.2025.106542). Please refer to the Data Availability section of the article for detailed information on the contents and structure of the dataset.
DOI: 10.17632/3krz3smfdc
title: Experimental and simulation data on "Activity-based approach to predict the effect of solvent composition on the reaction kinetics of hydroformylation"

description: This data is connected to publication "Activity-based approach to predict the effect of solvent composition on the reaction kinetics of hydroformylation" (https://doi.org/10.1016/j.cej.2025.162959).
It shows experimental and simulation data of Rh/BIPHEPHOS-catalyzed hydroformylation of 1-dodecene for different conditions. It does not show data related to DFT calculations.

Abstract of the corresponding article:
Solvent effects on the kinetics of a homogeneously catalyzed reaction were successfully predicted using a thermodynamically consistent, activity-based approach. The methodology was applied to the Rh/BIPHEPHOS-catalyzed hydroformylation of 1-dodecene performed with equimolar CO/H₂ mixtures in different compositions of a non-polar/polar solvent system, specifically decane/N,N-dimethylformamide. By employing thermodynamic activities in contrast to conventionally used concentrations, the study effectively decouples solvent effects from kinetic parameters. The PC-SAFT equation of state was used to calculate activity coefficients. Intrinsic, solvent-independent kinetic parameters were fitted to the experimental data of one specific decane/DMF solvent composition, demonstrating for the activation energies quantitative agreement with the results of density functional theory (DFT) calculations. The analysis of the activity coefficients of the reactant 1-dodecene revealed a significant influence of both DMF content and temperature. In contrast, the activities of CO and H₂ were confirmed to depend neither on pressure nor on the solvent. Results of quantum chemical calculations performed for the system considered revealed that the impact of solvent composition on activation energies was insignificant. Comparing with experimental results, the proposed approach was proven to accurately predict the reaction kinetics over a wide range of decane/DMF solvent compositions. Thus, it minimizes the need for extensive experimental screening and provides an efficient method for optimizing solvent conditions in homogeneously catalyzed reactions.

Details on experimental and computational conditions and procedures can be found in the original manuscript.
DOI: 10.17632/3krz3smfdc.1
title: Experimental and simulation data on "Activity-based approach to predict the effect of solvent composition on the reaction kinetics of hydroformylation"

description: This data is connected to publication "Activity-based approach to predict the effect of solvent composition on the reaction kinetics of hydroformylation" (https://doi.org/10.1016/j.cej.2025.162959).
It shows experimental and simulation data of Rh/BIPHEPHOS-catalyzed hydroformylation of 1-dodecene for different conditions. It does not show data related to DFT calculations.

Abstract of the corresponding article:
Solvent effects on the kinetics of a homogeneously catalyzed reaction were successfully predicted using a thermodynamically consistent, activity-based approach. The methodology was applied to the Rh/BIPHEPHOS-catalyzed hydroformylation of 1-dodecene performed with equimolar CO/H₂ mixtures in different compositions of a non-polar/polar solvent system, specifically decane/N,N-dimethylformamide. By employing thermodynamic activities in contrast to conventionally used concentrations, the study effectively decouples solvent effects from kinetic parameters. The PC-SAFT equation of state was used to calculate activity coefficients. Intrinsic, solvent-independent kinetic parameters were fitted to the experimental data of one specific decane/DMF solvent composition, demonstrating for the activation energies quantitative agreement with the results of density functional theory (DFT) calculations. The analysis of the activity coefficients of the reactant 1-dodecene revealed a significant influence of both DMF content and temperature. In contrast, the activities of CO and H₂ were confirmed to depend neither on pressure nor on the solvent. Results of quantum chemical calculations performed for the system considered revealed that the impact of solvent composition on activation energies was insignificant. Comparing with experimental results, the proposed approach was proven to accurately predict the reaction kinetics over a wide range of decane/DMF solvent compositions. Thus, it minimizes the need for extensive experimental screening and provides an efficient method for optimizing solvent conditions in homogeneously catalyzed reactions.

Details on experimental and computational conditions and procedures can be found in the original manuscript.
DOI: 10.17632/n5r2y2khw9.1
title: superconductor-non superconductor dataset in research

description: Dataset contain materials ( superconductor or non superconductors) with related features
DOI: 10.1594/pangaea.927610
title: Pore water chemistry and saturation indices in sediment pore-water from the Cinq Cases pool system, Aldabra atoll (Seychelles, Indian Ocean)

description: Pore water was extracted from the core with 5 cm CSS Rhizon samplers (Rhizosphere, Wageningen, Netherlands).Saturation index is given as log₁₀(IAP/Ksp) with IAP = Ion activity product and Ksp = Equilibrium constant.
DOI: 10.1594/pangaea.968983
title: Geological contacts - central Northern Calcareous Alps (Eastern Alps, Austria)

description: Geological mapping in the central Northern Calcareous Alps (Eastern Alps, Austria) during the years 2021 to 2023 has been performed. The aim of mapping has been to revise the 1:50,000 scale geological maps published by the Austrian Geological Survey (GBA/Geosphere) for inconsistencies in lithostratigraphic identification and contact definition. Critically, maps in the area were completed at a time when the emplacement of thrust sheets through gliding tectonics was still the dominant paradigm and pre-date advances in salt tectonics (see Fernandez et al., 2024, for a complete discussion). In consequence, mapping has aimed to correctly identify contacts compatible with salt tectonics, units remobilized in mass-transport deposits, low-angle thrusting, and syn-orogenic extension. The focus has been on two key areas of the central Northern Calcareous Alps: the Traun River and the Lammertal River valleys (roughly between longitudes 13° and 14°E, latitudes 47°30' and 48°N). Revised geological contacts (stratigraphic contacts and faults) are provided as SHP files. Stratigraphic contacts contain attributes describing the stratigraphic unit above and below and the type of contact. Faults contain information relating to type and sense of throw. No polygons have been generated. Data are in WGS84 UTM33 coordinates.
DOI: 10.1594/pangaea.969009
title: Field and dip data - central Northern Calcareous Alps (Eastern Alps, Austria)

description: Field dip data has been collected in the central Northern Calcareous Alps (Eastern Alps, Austria and SW Germany) during during field campaigns spanning 2020-2023. The study area spans from 12°30' to 14°30'E and from 47°20 to 48°N (this is an area covering from around Lofer, Austria, in the west to around Liezen, Austria, in the east, and between the SEMP (Salzach-Ennstal-Mariazell-Puchberg) fault to the south and the frontal thrust of the NCA (Northern Calcareous Alps) to the north. Lithostratigraphy used in this dataset is that of Fernandez et al. (2024). Data are collected in dip azimuth and dip and are predominantly bedding data. For non-bedding measurements, the type of structure measured (e.g., fault, fracture) is indicated. Data are in WGS84 UTM33 coordinates.
DOI: 10.1594/pangaea.978024
title: Beach Profile Data for the Elwha River Delta, 2019-01-18

description: Shoreline topography data were collected using GNSS survey methods, with a differential GPS, typically an AshTech ProMark 200 RTK-DGPS system connected to the Washington State Reference Network, operating in Real Time Kinematic (RTK) mode. Survey data are referenced in the horizontal reference frame to NAD83(2011). Elevations, in meters, are referenced to NAVD88(Geoid09) for all survey data collected before December 2012, NAVD88(Geoid12) for all survey data collected between December 2012 and May 2020, and NAVD88(Geoid18) for all survey data collected subsequently. No conversions were applied to these data to account for variations in horizontal or vertical coordinate system adjustments through time, but an error analysis suggests a standard deviation for the elevations of between 0.03 and 0.05 m across the entire sampling period (2011-2024). All survey data were collected with the GNSS system mounted on a 2.05 m rover pole, held level by a surveyor as a transect line was traced in a cross-shore orientation on the beach. The associated text files include the horizontal (HRMS) and vertical (VRMS) root-mean-square errors estimated by the GNSS system, as well as the RTK-DGPS status reported by the GNSS system at the time each point was collected. Times are referenced to local Pacific time (either PST or PDT).