cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m68k63nnk3
title: Southern England sediment elemental concentration data

description: The database provides a summary of &gt;45,000 contaminant concentration data points for twenty-nine marine sediment chemicals from 334 Southern England (UK) sites (sites within the English/French Channel and the southern North and Celtic Seas), covering a survey period of 31 years (1983-2013). The database provides spatially and temporally extensive records of arsenic (As), cadmium (Cd), chromium (Cr), copper (Cu), iron (Fe), mercury (Hg), nickel (Ni), lead (Pb) and zinc (Zn) concentrations in sediments from coastal and open sea sites. Additional records of manganese (Mn), aluminium (Al), lithium (Li), tin (Sn) [and tributyltin (TBT)], barium (Ba), antimony (Sb), boron (B), calcium (Ca), molybdenum (Mo), cobalt (Co), selenium (Se), potassium (K), magnesium (Mg), beryllium (Be), vanadium (V), titanium (Ti), sodium (Na), silver (Ag), thallium (Tl) and strontium (Sr) represent approximately 13 % of the full database. The database can be used to assess the contaminant load for specific sites, but also to strengthen and target current and future legislative control measures for anthropogenic contaminant inputs. Information contained in the database is relevant to marine ecotoxicologists, coastal ecologists (practitioners, scientists and policy makers) and government decision makers.
DOI: 10.6084/m9.figshare.20485359.v1
title: List of common upregulated or downregulated transcripts common to all, viral infection-related, or bacterial infection-related experiments

description: List of common upregulated or downregulated transcripts common to all, viral infection-related, or bacterial infection-related experiments.
DOI: 10.6084/m9.figshare.23995500.v1
title: Raw mass spectrometry data_Samarelli and Tonelli

description: Raw data for mass spectrometry analysis from patient
DOI: 10.17632/6s9kxj2ndr
title: Catalytic Peptides Dataset

description: Manually curated dateset containing catalytic peptides reported in literature tested against the p-NPA and p-NPP substrates devided into two csv files based on whether they contain proteinogenic or non-proteinogenic amino acids. Along with the active sequences, inactive entries have been included. The tables are comprised of nine columns containing one-letter amino acid codes, sequence modifications, SMILES (Simplified molecular-input line-entry system) annotations, the substrates that the sequences were tested against along with the corresponding catalytic parameters (Kcat/KM and catalytic efficiency), mechanisms of action, ability to form secondary structures and/or self-assemble.
DOI: 10.17632/ncz83zrc74
title: Wind speed dataset of a wind station in China in September 2020

description: This dataset describes the local wind speed at different altitudes measured by a Chinese wind station in September 2020. Data are recorded in tabular form and values are recorded in ten minutes with maximum, minimum, average and standard deviation of wind speed at altitudes of 100, 90,70,50, 10,8 meters respectively. The data can be collected in real time by the sensor deployed by the team, and the content is detailed and complete with noise interference, which meets the requirements of the experimental data.
DOI: 10.17632/rx3mnmjs24
title: Use of Janus Kinase Inhibitors for Granulomatous Dermatoses: A Systematic Review

description: Granulomatous dermatoses (GDs) are heterogeneous inflammatory skin conditions involving granuloma formation and macrophage accumulation. While the use of Janus kinase inhibitors (JAKi) for GDs remains novel, this systematic review summarizes the current evidence regarding efficacy and safety of JAKi for CGDs.
DOI: 10.6084/m9.figshare.12749426.v1
title: Basics statistics malaria in Venezuela.

description: Excel file. Malaria in Venezuela. Basic statistics.
DOI: 10.6084/m9.figshare.28956464.v1
title: An expert-curated dataset of glass sponges (Porifera, Hexactinellida) distribution across the Atlantic and Arctic Oceans

description: The dataset presents an extensive compilation of distribution records of sponges of the Class Hexactinellida from the Atlantic and Arctic Ocean.
DOI: 10.17632/4ymvtg5rkh
title: DATA_FOR_Parameterizations of Entrainment-Mixing Mechanisms and their Effects on Cloud Droplet Spectral Width Based on Numerical Simulations

description: These data are for JGR paper titled as "Parameterizations of Entrainment-Mixing Mechanisms and their Effects on Cloud Droplet Spectral Width Based on Numerical Simulations" These data include the description of model, configuration/parameters used to run the model, in put data and Data that Support the Summary.
DOI: 10.17632/9c8xn7djp7
title: A review of electric bus vehicles research topics – Methods and trends

description: The transportation sector accounts for a significant share of greenhouse gas emissions. Hence, the electrification of this sector is a crucial contributor to the mitigation of global warming. Recent studies suggest that electric vehicles will be economically paired with internal combustion engine vehicles in the near future. However, relying on private vehicle decarbonization only cannot deliver comprehensive space management efficiency solutions in urban environments. Therefore, it is essential to invest in the technological development and deployment of electric buses for public transportation, directly enhancing the quality of life in large cities. From this perspective, this review examines a wide range of scientific literature on electric bus research using science mapping methods and content analysis to support critical thinking unveiling the main research streams, methods, and gaps of the field. The analysis indicates that future research on electric buses will be mainly devoted to sustainability (encompassing economic, environmental and quality of service dimensions), energy management strategies, and fleet operation.
DOI: 10.17632/x26px3xnmy
title: Cauliflower Dataset

description: The dataset comprises images of cauliflower plants classified based on the various diseases attacking them. The dataset is meant for applications in plant disease classification and prediction methods. It is aimed at helping plant pathologists and farmers to identify the diseases affecting cauliflower at an early stage, thus preventing their occurrence.

The dataset comprises of images of cauliflower and leaves which fall into six classes:
A. Cauliflower Categories:
1. Alternaria Brassicae
2. Bacterial Soft Rot
3. Bacterial Spot
4. Black Rot
5. Healthy
6. Purple Tinges

B. Leaf Categories:
1. Alternaria Leaf Spot
2. Downy Mildew
3. Healthy

Images are collected from a variety of sources including publicly available agricultural datasets and field captures.
The dataset has been preprocessed and labeled to ensure accurate classification.
DOI: 10.6084/m9.figshare.19567324.v1
title: Unified Representation of Molecules and Crystals for Machine Learning - Data and Models

description: Datasets and model results for energy and gradient domain machine learning using many-body tensor representation
DOI: 10.6084/m9.figshare.20584620.v3
title: Foreign minister Lord Palmerston’s letter to Minister of the Emperor of China (1840)

description: In the <em>Lord Palmerston’s letter to Minister of the Emperor of China (1840)</em>, the British foreign minister Palmerston informed Minister of the Emperor of China Zexu Lin that the British Queen had sent a force to the Coast of China to demand from the Emperor satisfaction and redress for injuries and insults inflicted by Chinese Authorities upon British subjects. This letter has two Chinese versions. One was translated by a Russian missionary serving in the Qing court--Palmestowa (this name is transliterated from “帕勒灭斯托汪” in Chinese), and the other was translated by Chinese Secretary and Interpreter of Britain--John Robert Morrison (1814-1843).
DOI: 10.17632/bmw74jhfcz
title: Single-cell transcriptome atlas of male mouse pituitary across postnatal life highlighting its stem cell landscape

description: The pituitary represents the master gland governing the endocrine system. We constructed a single-cell (sc) transcriptomic atlas of male mouse endocrine pituitary by incorporating existing and new data, spanning important postnatal ages in both healthy and injured condition. We demonstrate strong applicability of this new atlas to unravel pituitary (patho)biology by focusing on its stem cells and investigating their complex identity (unveiling stem cell markers) and niche (pinpointing regulatory factors). Importantly, we functionally validated transcriptomic findings using pituitary stem cell organoids, revealing roles for Krüppel-like transcription factor 5 (KLF5), activator protein-1 (AP-1) complex and epidermal growth factor (EGF) pathways in pituitary stem cell regulation. Our investigation substantiated changes in stem cell dynamics during aging, reinforcing the inflammatory/immune nature in elderly pituitary and stem cells. Finally, we show translatability of mouse atlas-based findings to humans, particularly regarding aging-associated profile. This pituitary sc map is a valuable tool to unravel pituitary (patho)biology.
DOI: 10.6084/m9.figshare.22086326.v2
title: Parliament size and population (2021)

description: Original dataset The original dataset was downloaded from Inter-Parlimentary Union (IPU) on Oct 16 2021. <strong>Source: </strong>https://data.ipu.org/search <strong>Download</strong>: Select query (max 5 fields): Paliament name, Structure of parliament, Population (in thousands), Statutory number of members, Current number of members. Notice that we used the total number for bicameral structure. Pre-processing 1. <strong>Eritrea</strong>: No data. The archive data 150,150 is used. 2. <strong>Haiti:</strong> No data. The archive data 146,149 is used. 3. <strong>Sudan</strong>: No data. The archive data 480,482 is used. <br>
DOI: 10.6084/m9.figshare.5967028.v5
title: Georeferenced sighting and specimen occurrence data of the extinct Carolina Parakeet (Conuropsis carolinensis) from 1564 - 1944.

description: <br>The original comprehensive, georeferenced dataset of Carolina Parakeet sightings, both from published observations and museum specimens. However, this dataset has been updated in 2025 - for the most updated version, please go <br><br>For the original citation and more detailed info, see:<br>Burgio KR, Carlson CJ, Bond AL (2018) Georeferenced sighting and specimen occurrence data of the extinct Carolina Parakeet (<i>Conuropsis carolinensis</i>) from 1564 - 1944. Biodiversity Data Journal 6: e25280. https://doi.org/10.3897/BDJ.6.e25280<br><br>
DOI: 10.17632/9z52fv8ghd
title: Lunar Boulder Distribution Database

description: Version 1.0, September 9, 2019 Purpose: Created as part of a project funded by NASA’S Lunar Data Analysis Program (LDAP), the purpose of this dataset is to provide locations and diameters of boulders around small, young impact craters on the Moon. These boulder counts were conducted as part of a study aimed at determining regolith production rates and assessing landing site hazards, as discussed in the associated publications. Researchers are encouraged to read the publications and data description document to understand how the data was acquired and used. This database contains boulder distributions around small (&lt; 1 km), young (&lt; 200 Ma) lunar impact craters located near spacecraft landing sites. The most up-to-date database contains boulder diameters and coordinates for counts around Surveyor (Apollo 12), Cone (Apollo 14), North Ray (Apollo 16), South Ray (Apollo 16), Camelot (Apollo 17), and Zi Wei (Chang’e-3) craters. Boulders were manually identified and measured on Lunar Reconnaissance Orbiter Camera (LROC) Narrow Angle Camera (NAC) images (Robinson et al., 2010) at scales of ~0.5-2 m/pixel. LROC NAC images allow for boulders ~1-2m in size and larger to be identified and measured. The tools for measuring boulders were CraterTools (Kneissl et al., 2011) and Crater Helper Tools (Nava, 2011), both developed for the ArcMap GIS platform. These boulder distributions are being used to understand boulder degradation rates on the lunar surface, and to assess landing site hazards for future surface missions to the Moon. This dataset is being archived in Mendeley Data and at the Planetary Data System (PDS) Cartography and Imaging Node for use in future boulder distribution and landing hazard studies. Future boulder counts and any refinements to existing measurements will be uploaded into subsequent versions of this dataset here and at the PDS IMG Annex: https://astrogeology.usgs.gov/search/map/Moon/Research/Regolith/lunar_boulder_data_bundle
DOI: 10.5061/dryad.m35k6
title: Data from: Microclimate predicts within-season distribution dynamics of montane forest birds
DOI: 10.71894/7wan-ct06
title: Labor Provisions in Trade Agreements (LABPTA) 

description: The LABPTA dataset classifies labor provisions in preferential trade agreements (PTAs) into 6 broad categories and 140 detailed subcategories. It also provides three separate measures of the stringency of labor-related commitments in PTAs. The dataset can be utilized in a gravity framework to determine the effects of PTAs with labor provisions on trade and other economic outcomes of interest. 

This version of LABPTA provides the following coverage:

610 preferential trade agreements
196 countries with at least 1 PTA
1990-2021
Labor provisions classified into 6 broad categories and 140 subcategories
3 measures of the stringency of labor provisions in PTAs
DOI: 10.15468/dl.qekx34
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera glazioviana",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025755-250811113504898/datasets/export for details.
DOI: 10.15468/dl.3xxyxw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hornea mauritiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006557-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afe5n9
title: Occurrence Download

description: A dataset containing 166892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ailanthus altissima (Mill.) Swingle)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 166892 records from 1277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010418-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcxg4t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calotropis gigantea",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024992-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25835/diuups3v
title: PLR Headset Case

description: These are the STL files to 3D print the headset casing from the paper “Construction of a Mobile Headset for Automated Pupillary Motor Assessment".
DOI: 10.15468/dl.hc2k8m
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelopides mindorensis"
 ]
}

 The dataset includes 232 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011837-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31148413
title: Processed_ZN_CALB_datasets

description: Here are the processed ZN-coin and industrial Li-ion datasets for the PBT paper. For other datasets, please download them from the version v9 of BatteryLife (https://zenodo.org/records/17958489).
DOI: 10.6084/m9.figshare.31148413.v1
title: Processed_ZN_CALB_datasets

description: Here are the processed ZN-coin and industrial Li-ion datasets for the PBT paper. For other datasets, please download them from the version v9 of BatteryLife (https://zenodo.org/records/17958489).
DOI: 10.6084/m9.figshare.31148413.v2
title: Processed_ZN_CALB_datasets

description: Here are the processed ZN-coin and industrial Li-ion datasets for the PBT paper. For other datasets, please download them from the version v9 of BatteryLife (https://zenodo.org/records/17958489).
DOI: 10.15468/dl.tq8mrb
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelopides mindorensis"
 ]
}

 The dataset includes 232 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011838-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjz8mn
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Cinnamomum iners"
 ]
}

 The dataset includes 149 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011839-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muya8f
title: Occurrence Download

description: A dataset containing 1174282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Achillea millefolium",
 "Year 1957-2022"
 ]
}

 The dataset includes 1174282 records from 3931 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011823-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnq44t
title: Occurrence Download

description: A dataset containing 2459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex acetosella L.",
 "Country is Korea, Republic of"
 ]
}

 The dataset includes 2459 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010277-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15580001
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250602w 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 MS250602w Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15580002
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250602w 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 MS250602w Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.9tw4mb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chilobrycon deuterodon)",
 "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 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025462-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/nvyhzl
title: Replication Data for: An Undergraduate Degree in ‘Data for Political Research’: High in Demand and Student Value but Low in Supply

description: This contains the R code and data necessary to replicate the analyses in: 
Djupe, Paul A. and Miles D. Williams. “An Undergraduate Degree in ‘Data for Political Research’: High in Demand and Student Value but Low in Supply.” PS: Political Science and Politics. 
The read.me contains some additional information, including the software and packages used.
DOI: 10.5284/1084793
title: Data from the Barnet Battlefield Project 2015-2018

description: This collection comprises four reports, images and GIS data from the Barnet Battlefield Project. The project ran from 2015 to 2018 and aimed, through the application of the techniques of battlefield archaeology, to securely locate and define the extent of Barnet battlefield.
DOI: 10.15468/dl.rhbnvg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dicyema paradoxum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004427-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.