cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.253j2t
title: Occurrence Download

description: A dataset containing 159387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gentianales"
 ]
}

 The dataset includes 159387 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049448-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fu7x6v
title: Occurrence Download

description: A dataset containing 3525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurydema dominulus (Scopoli, 1763)"
 ]
}

 The dataset includes 3525 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008484-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6096/dacciwa.1702
title: OAU_AOD_Ile-Ife

description: Manual measurements of aerosol optical depth (AOD)
DOI: 10.15468/dl.6bsfw4
title: Occurrence Download

description: A dataset containing 534285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galium palustre L."
 ]
}

 The dataset includes 534285 records from 1461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008479-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nbkfsk3znp.1
title: Dataset for Recycled oceanic crust in the source of the intraplate Changbaishan-Tianchi volcano, China/North Korea

description: This dataset includes Supplementary Table S1-S3 for submission entitled "Recycled oceanic crust in the source of the intraplate Changbaishan-Tianchi volcano, China/North Korea" to Journal of Geophysical Research: Solid Earth
DOI: 10.17882/78968
title: Gironde Estuary Mouth MEasurement Stations (GEMMES)

description: In the framework of the ANR AMORAD project, the METEOR cruises (Grasso, 2017) aimed at deploying the ‘Gironde Estuary Mouth MEasurement Stations’ (GEMMES) to measure hydrodynamics and sediment dynamics at the mouth of the Gironde Estuary and on the West Gironde Mud Patch (SW France, Bay of Biscay). Measurements were carried out between November 2016 and December 2017: i) from a buoy station around 20-m water depth (GEMMES-20), collecting sub-surface data of temperature, salinity and turbidity; and ii) a benthic station around 40-m water depth (GEMMES-40), collecting data of current velocity and turbidity. Bottom and surface water samples were regularly collected to calibrate turbidity measurements to SPM concentrations.
DOI: 10.21227/2kxd-m509
title: Synthetic Event Streams

description: This package contains 942 synthetic event streams that simulate concept drift in business processes. Each stream has only one drift. Different stream sizes, types and perspective of drift, and noise percentual are applied. Each event in the stream contains four main attributes: case identification, event name, event start time, event completion time.
DOI: 10.26022/ieda/331478
title: Processed multibeam swath bathymetry data for the CORE-VTRCC cruise (2021)

description: This processed swath bathymetry data set was collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. The data files are in MB-System-compatible GSF format (mbio format 121) and contain processed swath bathymetry and acoustic backscatter data. The multibeam bathymetry was collected with the Kongsberg EM-122 deep echo-sounder operating at a frequency of 12 kHz. The system was coupled with the SeaPath 330 positioning system with two GNSS antennas. Acquisition occurred in the Kongsberg SIS software with the ellipsoid WGS-84 and UTM projection. Swath width was to set to be up to 55° with a ping frequency of 40 Hz. Due to the deep characteristics of the EM-122 equipment, multibeam bathymetry was not performed in water depths shallow than 200 m. To estimate sound velocity profiles for bathymetric processing, temperature profiles were first obtained for the water column throughout the survey every 50 nautical miles, for a total of 31 profiles. For that we used Expendable Bathythermograph (XBT) Lockheed Martin model T5 to the deeper portion of the survey (down to 1860 m water depth) and the model T7 over the shallower regions (down to 760 m). A salinity profile was then calculated by linearly interpolating the measured temperature profile to the nearest WOA/RTOFS salinity profile. Sound speed values were then calculated from the salinity updated profile using the UNESCO equation. Sound velocities were then incorporated during the multibeam bathymetry acquisition directly into the SIS software.Multibeam bathymetry preprocessing was performed using the CARIS HIPS software from Teledyne during the cruise. A Patch Test calibration of the echo-sounder was done atop the Columbia Seamount on October 26th on where roll, pitch, yaw, heading and the time delay were calibrated. The corrected values from the Patch Test were then inserted on the processing procedure. Survey velocity range between 4-7 knots. Finally, spike removal and surface equalization processing were performed with the software EIVA NaviModel Producer after the survey. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331480
title: Sound velocity data for the CORE-VTRCC cruise (2021)

description: This data set consists of sound velocity data collected in 2021 over the Vitoria Trindade Ridge and Columbia Channel during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. To estimate sound velocity profiles for bathymetric processing, temperature profiles were first obtained for the water column throughout the survey every 50 nautical miles, for a total of 31 profiles. For that we used Expendable Bathythermograph (XBT) Lockheed Martin model T5 for the deeper portion of the survey (down to 1860 m water depth) and the model T7 over the shallower regions (down to 760 m). A salinity profile was then calculated by linearly interpolating the measured temperature profile to the nearest WOA/RTOFS salinity profile. Sound speed values were then calculated from the salinity updated profile using the UNESCO equation. The data file is in ASCII format. Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331481
title: Sediment sample physical properties and biofacies abundance data (ASCII CSV format) for the CORE-VTRCC cruise (2021)

description: This data set presents sediment sample data consisting of biofacies abundance and sediment grain size and properties for samples collected in 2021 over the Vitoria Trindade Ridge during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. During the sampling program, nine seafloor sediment samples were collected within the Vitória-Trindade Ridge with a Van-Veen grab sampler (3600 cm²) on the top of the volcanic seamounts. Sample V7 collected only rhodoliths, without additional sediments. Grain sizes larger than 40 mm diameter (pebble size) were separated for rhodolith measurements. Sediment samples were washed to dissolve the salt concentration for 48 hours, then oven-dried at 45 °C for 72 hours. The rhodolith samples were dried at 35 °C for 48 hours. The morphometry of the rhodoliths was classified in spheirodal, discoidal and ellipsoidal based on the measurement of the long (L), intermediate (I) and short (S) axis with a Vernier Caliper. Samples were weighed and sieved in phi fractions (-1.5, -1.0, -0.5, 0, 0.5, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0 and &gt; 4.0) for 10 minutes. Samples sieved were described in phi fractions and were grouped in the following orders: granules (-2 to -1), very coarse sand (-1 to 0), coarse sand (0 to 1), medium sand (1 to 2), fine sand (2 to 3), very fine sand (3 to 4) and silt (&gt; 4). The mean grain size and sorting were analyzed on Gradistat v9.1 software. Sediment samples were also placed on a Petri dish for microscope analysis and photography using Fiji software. Grains were then classified (Carbonate debris, foraminifers, bryozoans, sponge spicules, bivalves, gastropods, crustaceans, echinoderms, and annelida) and abundance was quantified based on 300 random point counts per sample. The data files are in ASCII CSV format. In the file names, SS = "Seafloor Samples". Table "VTRCC_SS_grainsize" reports grain size measurements based on the sieving method. Results were then processed on GRADISTAT (Blott and Pye, 2001). Table "VTRCC_SS_rhodoliths" reports the rhodolith sample collected on the cruise. Rodolith dimensions were measured and are reported in here in millimeters. Table "VTRCC_SS_biofacies" reports the microscopic counting of the seafloor samples, as a percentage. For the analysis, each seafloor sample was subdivided into ten subsamples (Q number). Codes: V# - Number of Sample (_# goes when there is multiple images for the same sample); Q# - Number of the quartile sample (only for the biofacies). Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.26022/ieda/331482
title: Sediment sample physical properties and biofacies abundance data (Excel format) for the CORE-VTRCC cruise (2021)

description: This data set presents sediment sample data consisting of biofacies abundance and sediment grain size and properties for samples collected in 2021 over the Vitoria Trindade Ridge during research cruise CORE-VTRCC on naval vessel Nho Cruzeiro do Sul. During the sampling program, nine seafloor sediment samples were collected within the Vitória-Trindade Ridge with a Van-Veen grab sampler (3600 cm²) on the top of the volcanic seamounts. Sample V7 collected only rhodoliths, without additional sediments. Grain sizes larger than 40 mm diameter (pebble size) were separated for rhodolith measurements. Sediment samples were washed to dissolve the salt concentration for 48 hours, then oven-dried at 45 °C for 72 hours. The rhodolith samples were dried at 35 °C for 48 hours. The morphometry of the rhodoliths was classified in spheirodal, discoidal and ellipsoidal based on the measurement of the long (L), intermediate (I) and short (S) axis with a Vernier Caliper. Samples were weighed and sieved in phi fractions (-1.5, -1.0, -0.5, 0, 0.5, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0 and &gt; 4.0) for 10 minutes. Samples sieved were described in phi fractions and were grouped in the following orders: granules (-2 to -1), very coarse sand (-1 to 0), coarse sand (0 to 1), medium sand (1 to 2), fine sand (2 to 3), very fine sand (3 to 4) and silt (&gt; 4). The mean grain size and sorting were analyzed on Gradistat v9.1 software. Sediment samples were also placed on a Petri dish for microscope analysis and photography using Fiji software. Grains were then classified (Carbonate debris, foraminifers, bryozoans, sponge spicules, bivalves, gastropods, crustaceans, echinoderms, and annelida) and abundance was quantified based on 300 random point counts per sample. The data file is in Excel spreadsheet format. In the file names, SS = "Seafloor Samples". For the analysis, each seafloor sample was subdivided into ten subsamples (Q number). Codes: V# - Number of Sample (_# goes when there is multiple images for the same sample); Q# - Number of the quartile sample (only for the biofacies). Funding for this work was provided through FAPESP awards 2016/24946-9 and 2020/08847-6, and through the Brazilian Navy program PROAMAZONIA AZUL.
DOI: 10.5066/p9y2t0k4
title: Mangrove distribution in the southeastern United States in 2021

description: Global climate change is leading to large-scale shifts in species' range limits. For example, rising winter temperatures are shifting the abundance and distributions of tropical, cold sensitive plant species towards higher latitudes. Coastal wetlands provide a prime example of such shifts, with tropical mangrove forests expanding into temperate salt marshes as winter warming alleviates past geographic limits set by cold intolerance. These rapid changes are dynamic and challenging to monitor, and uncertainty remains regarding the extent of mangrove expansion near poleward range limits. Here, we synthesized existing datasets and expert knowledge to assess the current (i.e., 2021) distribution of mangroves near dynamic range limits in eastern North America. Each grid cell has a resolution of 0.125 degrees, or approximately 14 x 16 km, within which the presence or absence of mangrove has been independently determined using existing datasets and expert knowledge.
DOI: 10.5281/zenodo.11258746
title: TIEGCM simulations during Geomagnetic storm on December 01, 2023

description: TIEGCM simulations
DOI: 10.6084/m9.figshare.27021832
title: Raw Data

description: Differentially expressed genes elucidated from comparative transcriptomic analyses of publicly available datasets related to heat stress of Arabidopsis thaliana.
DOI: 10.7289/v5x63k0q
title: Integrated Global Radiosonde Archive (IGRA), Version 2
title: IGRA 2
DOI: 10.5281/zenodo.10126522
title: 2DVD dataset for GMD publication - Simulated prognostic approach of graupel density in a bulk-type cloud microphysics scheme and evaluation during the ICE-POP field campaign

description: This archive contains the 2DVD measurement of graupel particles used in the GMD paper "Simulated prognostic approach of graupel density in a bulk-type cloud microphysics scheme and evaluation during the ICE-POP field campaign".
For each identified graupel particle, the following are included:

Volume-equivalent diameter (mm)
Density (g cm-3)
Fall velocity (m s-1)
DOI: 10.6084/m9.figshare.27015544
title: Chromosome-level genome assembly of the bay scallop Argopecten irradians

description: The bay scallop, Argopecten irradians, is a species of major commercial, cultural, and ecological importance. It is endemic to the eastern coast of the United States, but has also been introduced to China, where it supports a significant aquaculture industry. Here, we provide an annotated chromosome-level reference genome assembly for the bay scallop, assembled using PacBio and Hi-C data. The total genome size is 845.9 Mb, distributed over 1,503 scaffolds with a scaffold N50 of 44.3 Mb. The majority (92.9%) of the assembled genome is contained within the 16 largest scaffolds, corresponding to the 16 chromosomes confirmed by Hi-C analysis. The assembly also includes the complete mitochondrial genome. Approximately 36.2% of the genome consists of repetitive elements. The BUSCO analysis showed a completeness of 96.2%. We identified 33,772 protein-coding genes. This genome assembly will be a valuable resource for future research on evolutionary dynamics, adaptive mechanisms, and will support genome-assisted breeding, contributing to the conservation and management of this iconic species in the face of environmental and pathogenic challenges.
DOI: 10.14458/rsu.res.2022.47
title: How do the influencing factors of Key Opinion Leaders (KOLs) on social networks affect Vietnamese Consumers' Purchase Intention?
DOI: 10.15468/4v5twn
title: Reef Life Survey - Survey Records

description: Reef Life Survey (RLS) aims to improve biodiversity conservation and the sustainable management of marine resources through the production of high-quality survey information at spatial and temporal scales beyond those possible by scientific dive teams (which have to work with increasingly limited resources). It does this through the skills of experienced and motivated recreational SCUBA divers, as well as through partnerships with management agencies and a steering committee comprising managers, scientists and recreational divers (see RLS Steering Committee). RLS thus represents a dynamic cooperation between scientists, marine managers and recreational SCUBA divers, such that the skills and resources available for collecting, analysing, interpreting and effectively using broad-scale, sub-tidal biodiversity information are maximised.
DOI: 10.25318/9810038601-fra
title: Plus haut niveau de scolarité, selon la région géographique : Canada, provinces et territoires

description: Compare la répartition du plus haut certificat, diplôme ou grade entre les provinces et les territoires. Permet le tri et le classement des provinces et des territoires par pourcentages.
DOI: 10.25585/1488163
title: A genome atlas of the ectomycorrhizal genus Suillus: Phylogenetic diversity and population genomics of a keystone guild of symbiotic forest fungi
DOI: 10.34658/rdb.mmlnnx
title: Malting Barley Kernel Images (MaBaKI) database

description: The Malting Barley Kernel Images (MaBaKI) database includes classes of healthy grains and four classes of damaged or reduced-quality grains. Images of each class are compressed into separate zip files. The five classes consist of: Polowki.zip broken kernels (halves), Wybity.zip kernels with missing germs, ZielZadesz.zip green, undeveloped kernels and kernels darkened by rain, Zagrzybione.zip infected or sprouted kernels, and ZdroweOdmiany.zip healthy and good-quality kernels. The ZdroweOdmiany.zip file contains eight subdirectories, each representing a different variety of malting barley kernels. Each individual kernel in MaBaKI database is represented by six image files. The filenames of the files consist of a numeric code for the kernel identification and a letter, B or T, indicating whether the image was taken by the bottom or top camera. Files with the suffix log1 are rotated and cropped full-color images of the kernels. Files with the suffix log2 are masks indicating regions of interest. The color of the mask indicates the kernel side: red for the ventral side and green for the dorsal side. Files with the suffix log0 are used for verifying the alignment of images and masks.
DOI: 10.3886/e198573v1
title: Data and Code for: Efficiency and Equity Impacts of Urban Transportation Policies with Equilibrium Sorting

description: We estimate an equilibrium sorting model of housing location and commuting mode choice with endogenous traffic congestion to evaluate urban transportation policies. Leveraging fine-scale data from travel diaries and housing transactions identifying residents’ home and work locations, we recover rich preference heterogeneity over both travel mode and residential location decisions. While different policies produce the same congestion reduction, their impacts on social welfare differ drastically. In addition, sorting undermines the congestion reduction under driving restrictions and subway expansion but strengthens it under congestion pricing. The combination of congestion pricing and subway expansion delivers the greatest congestion relief and efficiency gains.
DOI: 10.3886/e199081v1
title: Data and Code for: Women Left Behind: Gender Disparities in Utilization of Government Health Insurance in India

description: This package contains the survey data and documentation for “Women Left Behind: Gender Disparities in Utilization of Government Health Insurance in India,” by Pascaline Dupas and Radhika Jain. It contains data collected in Rajasthan, India between the Summer of 2017 and the Fall of 2020, as well as the survey instruments used to collect it. The abstract of the paper is as follows:<br><br>We document large gender disparities within a government program that entitles 46 million poor individuals to free hospital care. We show that care is not free in practice and higher costs are associated with larger disparities. Lowering care costs increases female utilization but does not reduce gender disparities because marginal beneficiaries are as likely to be male as inframarginals. Long-term exposure to local female leaders reduces disparities by addressing factors lowering female care. In the presence of gender bias, subsidizing social services may fail to address gender inequalities without actions that specifically target females.
description: - 20,000 randomly selected participants of the Bhamashah Swasthya Bima Yojana program (Audit surveys) <br>- 1,164 rural households that had a BSBY-covered childbirth in 2017 (HH survey) <br>- 561 GP Sarpanches in November 2020 (Sarpanch survey).
DOI: 10.5066/f7ft8jz4
title: NE Indiana bottomland restoration vegetation, soils and carbon data, 2015 and 2016

description: This data set includes tables providing location, environmental, vegetation, soils, and carbon sampling data collected in 2015 and 2016 at vegetation sampling units on restored areas and other habitats at sites in northeast Indiana, USA. "Sample_units.txt" provides location, environmental, soil physical and chemical properties for each sample location. "Subplot_ground_flora.txt" provides subplot estimates of cover for each ground flora species in each each subplot; "Plot_ground_flora.txt" provides plot-level estimates of cover for each ground flora species in each plot. "Woody_stems.txt" provides diameter at breast height measurements and height estimates for woody species with measurable diameters at 1.4 m. "Downed_wood_less_than_3_in_diameter.txt" provides tallies of intercepts of small diameter downed wood along portions of 2 50 foot transects at each plot; "Downed_wood_greater_than_3_in_diameter.txt" records species, diameter and length of downed woody stems greater than 3 in diameter along the entire transects.
DOI: 10.5281/zenodo.10406416
title: Data for: Fractional Topological Charges in 2D Magnets

description: We provide the data files and, where relevant, simulation files (written in go) for each of the four figures in the main text.

To run the .go files, place them in the same directory with the .smp files and execute sbatch "simulation_file_name.smp". Note that "drivenDefect.smp" will only run if the initial magnetisation data file "m_200x1000y_centred_Delta_1.25_NegB0_arrIndB0_2.ovf" is placed in a subdirectory "initialDefectCentred" of the same directory. 

We use three different ways of presenting the data for magnetisation, topological charge density and the velocity data for Fig. 4c. Magnetisation data follow the format "{{x,y,z},{Mx,My,Mz}}", while topological charge density data follow "..{x,y,\rho_{top}}..". Note that the y index runs over the outer lists, while the x index runs over the inner lists, so to retrieve e.g. the 5th column and 3rd row of a data file, use dataFile[[5,3]], after importing the data file into "dataFile". For the velocity data, we use "{w,vx,vy}.." (note that only the vy data was used in Fig.1c).
DOI: 10.5281/zenodo.10665622
title: Compositional data for "Lancang fault assists block extrusion in southeastern Tibet during Early-Middle Miocene"

description: Table S1 includes AHe, AFT, and ZHe data from the study area. Table S2 includes details of the inverted parameters used in Pecube.