cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7937/wqgc-ab10
title: High Grade Serous Carcinoma precursor lesion digital slide images (TP53-Precursor-Lesions)

description: This project is a retrospective study of 242 women over the age of 50 years old who had their fallopian tubes removed during a benign gynecologic procedure. 70 subjects had used an oral contraceptive pill (OCP) for at least 5 years and 172 had no indication of OCP use. Images of p53 signatures and precursor lesions of high grade serous cancer (HGSC), the most lethal gynecological cancer, called serous tubal intraepithelial lesions (STIL) and serous tubal intraepithelial carcinoma (STIC) are provided. These images provide a resource that highlights p53 signatures of varying sizes within the fallopian tubes of OCP users and non-users.
DOI: 10.6084/m9.figshare.28554905.v1
title: Linking structure and process in dendritic growth using persistent homology with energy analysis

description: We present a material analysis method that links structure and process in dendritic growth using explainable machine learning approaches. We employed persistent homology (PH) to quantitatively characterize the morphology of dendritic microstructures. By using interpretable machine learning with energy analysis, we established a robust relationship between structural features and Gibbs free energy. Through a detailed analysis of how Gibbs free energy evolves with morphological changes in dendrites, we uncovered specific conditions that influence the branching of dendritic structures. Moreover, energy gradient analysis based on morphological feature provides a deeper understanding of the branching mechanisms and offers a pathway to optimize thin-film growth processes. Integrating topology and free energy enables the optimization of a range of materials from fundamental research to practical applications. We introduce a novel method that bridges structure and process in dendritic growth by integrating persistent homology with energy analysis. Our framework quantitatively maps dendritic morphology to Gibbs free energy variations, revealing energy gradients that drive branching behavior. This approach provides new insights into crystal growth and offers a powerful, data-driven pathway for optimizing thin-film fabrication.
DOI: 10.17026/dans-xtd-9kpm
title: Personenautopanel - jaargangen 1985-1999

description: &lt;p&gt;Verkeer- en vervoergegevens met betrekking tot personenauto's&lt;br&gt;&lt;br&gt;Dit betreft een beveiligd microbestand van het Centraal Bureau voor de Statistiek-CBS. Beveiligde micro-bestanden zijn bestanden die zodanig bewerkt zijn dat herkenning van individuen en huishoudens uitgesloten is.&lt;/p&gt;
DOI: 10.15468/dl.yguthh
title: Occurrence Download

description: A dataset containing 921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Hypostomus plecostomus"
 ]
}

 The dataset includes 921 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002221-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24400/527896/a01-2025.011
title: High Resolution Coastal Sargassum Floating Algae Detection with VENµS mission in Carribean Arc

description: Alternative Floating Algae Index (AFAI) maps of coastal AFAI Sargassum detection derived from VENµS multispectral imagery across five Caribbean zones (northern–southern Yucatán, northern–southern Guadeloupe, Martinique) over 2022–2024.
DOI: 10.25919/pmya-xt15
title: AS201 EMU: EMUCAT supermosaic images

description: EMUCAT generates “supermosaics” by linearly mosaicing together the adjacent EMU tiles within each of EMUCAT’s “source extraction regions”. These supermosaics ensure close to uniform sensitivity in the overlap regions between tiles, and are used to produce unique, de-duplicated, source lists, using Selavy, as the starting point for all subsequent EMUCAT processing and value-added data product generation.
DOI: 10.57745/q5fz6j
title: Panorama_costa_Rica.zip

description: :unav
DOI: 10.57745/afi2wd
title: drone panorama

description: Context: photographs taken during the field mission to Costa Rica between April 24, 2024, and May 1, 2024, as part of Mairi Souza-Oliviera's thesis. Production: Panoramas created using drone (Parrot, Anafi) and assembled using Hugin © software (free software, GNU General Public License, http://hugin.sourceforge.net/).
DOI: 10.15468/dl.skgtqj
title: Occurrence Download

description: A dataset containing 2988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.56398 47.78346,9.30544 47.12274,9.67889 47.02937,11.26607 47.22328,11.07216 47.91992,9.56398 47.78346))",
 "TaxonKey is one of (Pyrgus serratulae, Pyrgus andromedae, Pieris bryoniae, Colias palaeno, Colias phicomone, Agriades orbitulus, Aricia artaxerxes, Boloria pales, Coenagrion ornatum, Aeshna caerulea, Orthetrum albistylum, Pyrgus cacaliae, Carcharodus floccifera, Plebejus idas, Polyommatus daphnis, Boloria thore, Boloria titania, Euphydryas cynthia, Erebia melampus, Erebia pharte, Erebia tyndarus, Erebia oeme, Erebia pandrose, Erebia pronoe, Lasiommata petropolitana, Oeneis glacialis, Coenonympha gardetta, Lagopus muta, Aquila chrysaetos, Picoides tridactylus, Dendrocopos leucotos, Picus canus, Phylloscopus bonelli, Tichodroma muraria, Bombus barbutellus, Bombus monticola, Bombus soroeensis, Megachile nigriventris)",
 "Year 2023-2026"
 ]
}

 The dataset includes 2988 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002222-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/wpscvo
title: Data Management and Sharing Plan for: Collaborative Research: Generalized Fiducial Inference in Complex Systems: Causal Inference, Networks, and Normalizing Flows

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.5281/zenodo.14932881
title: Dataset of airborne measurements of aerosol, cloud droplets and meteorology by tethered balloon during PaCE 2022

description: This dataset was generated by the Finnish Meteorological Institute's payload on tethered balloons during the Pallas Cloud Experiment (PaCE2022), which took place from September 19th to October 10th, 2022. It contains measurements of key meteorological variables, as well as aerosol and cloud properties. The dataset is available in both NetCDF and CSV formats.

A link to a paper describing the data structure and showing data examples will be provided after acceptance.
DOI: 10.5281/zenodo.18432043
title: Dataset of airborne measurements of aerosol, cloud droplets and meteorology by tethered balloon during PaCE 2022

description: This dataset was generated by the Finnish Meteorological Institute's payload on tethered balloons during the Pallas Cloud Experiment (PaCE2022), which took place from September 19th to October 10th, 2022. It contains measurements of key meteorological variables, as well as aerosol and cloud properties. The dataset is available in both NetCDF and CSV formats.

A link to a paper describing the data structure and showing data examples will be provided after acceptance.
DOI: 10.5281/zenodo.18433335
title: Stable soap bubble clusters with multiple torus bubbles

description: Surface Evolver configuration files allowing to get stable soap bubble clusters with multiple torus bubbles. Surface Evolver website: https://kenbrakke.com/evolver/evolver.html

Stable soap bubble clusters from the simulations using the previous configuration files (coarse and fine discretizations).

Multimaterial meshes version of Surface Evolver dump files. MultiTracker format: http://www.cs.columbia.edu/cg/multitracker/

For more flexibility: Python scripts to generate Surface Evolver configuration files.

Python scripts to view the clusters independently of Surface Evolver. Use of Polyscope: https://polyscope.run/
DOI: 10.5281/zenodo.18185645
title: Data from "Electrical Detection of Magnetic Spin Textures Using Pure Spin Currents in Graphene"

description: This repository contains the source data from all experiments and simulations presented in the paper "Electrical Detection of Magnetic Spin Textures Using Pure Spin Currents in Graphene" and its Supplementary information file.

The experimental and simulation data is organized in Excel files, each named after the corresponding figure number. The Excel files each contain multiple sheets, with each sheet representing a specific subfigure from that figure. The sheets are labeled with the respective figure and subfigure numbers. The necessary code for running the MuMax3 simulations is organized in a dedicated folder of the simulation data zip file.
DOI: 10.5281/zenodo.18185646
title: Data from "Electrical Detection of Magnetic Spin Textures Using Pure Spin Currents in Graphene"

description: This repository contains the source data from all experiments and simulations presented in the paper "Electrical Detection of Magnetic Spin Textures Using Pure Spin Currents in Graphene" and its Supplementary information file.

The experimental and simulation data is organized in Excel files, each named after the corresponding figure number. The Excel files each contain multiple sheets, with each sheet representing a specific subfigure from that figure. The sheets are labeled with the respective figure and subfigure numbers. The necessary code for running the MuMax3 simulations is organized in a dedicated folder of the simulation data zip file.
DOI: 10.5519/qd.ct3e5twf
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.18433375
title: O'ZBEKISTON RESPUBLIKASI BANK TIZIMI VA UNING TUZILISHI

description: Ushbu maqola O‘zbekiston Respublikasi bank tizimining shakllanishi, evolyutsiyasi, tuzilishi va tartibga solinish mexanizmlarini chuqur tahlil qiladi. Mamlakat iqtisodiyotining muhim ustuni bo‘lgan bank tizimining ikki pog‘onali tuzilishi, ya’ni O‘zbekiston Respublikasi Markaziy banki va tijorat banklarining vazifalari, funksiyalari hamda o‘zaro munosabatlari atroflicha ko‘rib chiqiladi. Maqolada bank tizimining mustaqillik yillaridagi islohotlar davri, xususan, "Banklar va bank faoliyati to‘g‘risida"gi qonunning qabul qilinishi va uning rivojlanishidagi roli yoritiladi. Shuningdek, Markaziy bankning pul-kredit siyosatini amalga oshirish, bank faoliyatini litsenziyalash va nazorat qilishdagi mustaqil o‘rni, tijorat banklarining universalizatsiya tendensiyasi, chakana bank xizmatlarini kengaytirish va ipoteka kreditlashning rivojlanishi tahlil qilinadi. Nihoyat, bank tizimining hozirgi holati, uning oldida turgan asosiy muammolar hamda kelgusi rivojlanish istiqbollari, jumladan, raqamlashtirish, moliyaviy inklyuzivlikni oshirish va xalqaro standartlarga moslashish masalalari muhokama qilinadi. Tadqiqot bank tizimining barqarorligi va samaradorligini ta’minlashga qaratilgan amaliy takliflarni ilgari suradi.
DOI: 10.5281/zenodo.18433376
title: O'ZBEKISTON RESPUBLIKASI BANK TIZIMI VA UNING TUZILISHI

description: Ushbu maqola O‘zbekiston Respublikasi bank tizimining shakllanishi, evolyutsiyasi, tuzilishi va tartibga solinish mexanizmlarini chuqur tahlil qiladi. Mamlakat iqtisodiyotining muhim ustuni bo‘lgan bank tizimining ikki pog‘onali tuzilishi, ya’ni O‘zbekiston Respublikasi Markaziy banki va tijorat banklarining vazifalari, funksiyalari hamda o‘zaro munosabatlari atroflicha ko‘rib chiqiladi. Maqolada bank tizimining mustaqillik yillaridagi islohotlar davri, xususan, "Banklar va bank faoliyati to‘g‘risida"gi qonunning qabul qilinishi va uning rivojlanishidagi roli yoritiladi. Shuningdek, Markaziy bankning pul-kredit siyosatini amalga oshirish, bank faoliyatini litsenziyalash va nazorat qilishdagi mustaqil o‘rni, tijorat banklarining universalizatsiya tendensiyasi, chakana bank xizmatlarini kengaytirish va ipoteka kreditlashning rivojlanishi tahlil qilinadi. Nihoyat, bank tizimining hozirgi holati, uning oldida turgan asosiy muammolar hamda kelgusi rivojlanish istiqbollari, jumladan, raqamlashtirish, moliyaviy inklyuzivlikni oshirish va xalqaro standartlarga moslashish masalalari muhokama qilinadi. Tadqiqot bank tizimining barqarorligi va samaradorligini ta’minlashga qaratilgan amaliy takliflarni ilgari suradi.
DOI: 10.6084/m9.figshare.24973023
title: JSSSE (Kohan and Ale, 2026) data

description: Datasets that supports the findings for the study:Mariano Kohan and Juan M. Ale (2026) "Discovery of semantic traffic flow patterns generated by the trajectories of moving objects over road network." Accepted for publication on Journal of Systems Science and Systems Engineering (Accepted September 22, 2025)
DOI: 10.6084/m9.figshare.24973023.v2
title: JSSSE (Kohan and Ale, 2025) data

description: Datasets that supports the findings for the study:Mariano Kohan and Juan M. Ale (2025) "Discovery of semantic traffic flow patterns generated by the trajectories of moving objects over road network." Accepted for publication on Journal of Systems Science and Systems Engineering (acceptance email from 22/09/2025)
DOI: 10.6084/m9.figshare.24973023.v3
title: JSSSE (Kohan and Ale, 2026) data

description: Datasets that supports the findings for the study:Mariano Kohan and Juan M. Ale (2026) "Discovery of semantic traffic flow patterns generated by the trajectories of moving objects over road network." Accepted for publication on Journal of Systems Science and Systems Engineering (Accepted September 22, 2025)
DOI: 10.15139/s3/vuw8i8
title: Data Management and Sharing Plan for: Targeted high-fidelity integration of DNA elements into the genome

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.25976/qmjk-qr24
title: Chignecto Area Watersheds Temperature Logger Data

description: EOS Eco-Energy is a small, charitable organization based in Sackville, New Brunswick. In 2017, EOS established the Chignecto Area Watersheds Monitoring Program, with an aim to maintain the long-term sustainability of our local watersheds by promoting watershed awareness through citizen science, public education, conducting long-term water quality monitoring, and performing subsequent restoration and protection activities. Each year 12 sites are monitored in the Tantramar, Rockport – Dorchester and Cape Tormentine Peninsula areas. In-situ measurements are collected from May to October using a portable water quality sensor. Bottle samples collected from June to September are sent for laboratory analysis of a full suite of surface water parameters. This project would not be possible without our main funder, the New Brunswick Environmental Trust Fund. See "Chignecto Area Watersheds Monitoring Program" dataset archived on DataStream. In 2025, an Ecological Corridors project funded by Parks Canada and in collaboration with Birds Canada and Nature NB has allowed EOS to extend monitoring efforts to two sites in the Missaquash Watershed across the Chignecto Isthmus. In addition to standard water quality measurements, two temperature data loggers are deployed at these sites. This continuous time-series data is here submitted separately to DataStream. These activities will gauge the health of aquatic habitat corridors, with special attention to cold water fish species.
description: HOBO Pendant MX2201 temperature data loggers were deployed at each of the Missaguash River sites in June and retrieved in early November. Water temperatures were collected at one-minute intervals. The loggers were secured inside a perforated PVC pipe which was then zip-tied to a cinder block. The blocks were tied off with rope and placed near the centre of the river channel on the upstream side of the road at the DUC Bridge site, and at the opening of the small river offshoot at the Route 16 site. Data was downloaded each month, and the logger reading verified against the YSI thermometer.
DOI: 10.15468/dl.h4zpu9
title: Occurrence Download

description: A dataset containing 1025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.43_1",
 "TaxonKey is Agkistrodon contortrix"
 ]
}

 The dataset includes 1025 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002224-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18433364
title: 3H magnetic structure revisited: Insights from Patterson function analysis

description: The radial Patterson magnetization density of tritium has been reconstructed from experimental form factors.
DOI: 10.5281/zenodo.18433277
title: Habitat use and ecological traits of the orb-weaving spider Argiope lobata (Pallas, 1772) (Araneae, Araneidae) in Iberian dehesas

description: Supplementary material for: Parejo-Pulido, D. & Mora-Rubio, C. 2026. Habitat use and ecological traits of the orb-weaving spider Argiope lobata (Pallas, 1772) (Araneae, Araneidae) in Iberian dehesas. Arachnology 20(4): 564–575
DOI: 10.5281/zenodo.18433276
title: Habitat use and ecological traits of the orb-weaving spider Argiope lobata (Pallas, 1772) (Araneae, Araneidae) in Iberian dehesas

description: Supplementary material for: Parejo-Pulido, D. & Mora-Rubio, C. 2026. Habitat use and ecological traits of the orb-weaving spider Argiope lobata (Pallas, 1772) (Araneae, Araneidae) in Iberian dehesas. Arachnology 20(4): 564–575
DOI: 10.15139/s3/qmyqhb
title: Data Management and Sharing Plan for: Effectiveness Replication of the Self-Regulated Strategy Development (SRSD) Instructional Model for Writing in the General Curriculum

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.hxhb3y
title: Occurrence Download

description: A dataset containing 6168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Umbra limi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6168 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002225-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15785989
title: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4"

description: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4".

This manuscript corresponds to the second revised version of "Assessing Heinrich event 4 triggering mechanisms through oceanic dC13 model-data comparison".

The tar.gz file contains δ13C data, key model outputs and the scripts for the figures of the main text.
DOI: 10.5281/zenodo.18328519
title: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4"

description: Supplementary data of the manuscript "Oceanic δ13C fingerprints caused by Laurentice ice sheet discharges: model-data comparison during Heinrich Event 4".

This manuscript corresponds to the second revised version of "Assessing Heinrich event 4 triggering mechanisms through oceanic dC13 model-data comparison".

The tar.gz file contains δ13C data, key model outputs and the scripts for the figures of the main text.
DOI: 10.15468/adkbpv
title: Two new species of Elcanidae (Orthoptera: Elcanoidea) from northern Myanmar amber during the late Mesozoic

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yu, Huan, Liu, Yu-Wei, Liu, Hao-Yu (2025): Two new species of Elcanidae (Orthoptera: Elcanoidea) from northern Myanmar amber during the late Mesozoic. Zootaxa 5723 (3): 413-424, DOI: 10.11646/zootaxa.5723.3.6, URL: https://doi.org/10.11646/zootaxa.5723.3.6AbstractA new genus and two species have been discovered in the middle Cretaceous Burmese amber. Longipectus gen. nov. (represented by L. circulus sp. nov.) could be distinguished from all other elcanid genera by the smallest body size (2.95 mm in length), a protracted pronotum more than half the length of the body, metatarsomere II present with a small apical lobule, CuA+CuPaα only fused with CuPaβ+CuPb, 1A reduced as a short vein near the wing posterior margin. The other one, Panorpidium stenos sp. nov. is the third Burmese amber species in Panorpidium, which is similar to P. maculosum but can be distinguished by the following characters: Head with special convex and small, regular concave; CuPb base of tegmina has four branches, 1A near distal with two short branches; base of protibiae with a pair of small denticles. In addition, a key to all genera of Elcanidae from the Burmese amber is provided.
DOI: 10.15468/dl.2rnunt
title: Occurrence Download

description: A dataset containing 936 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenocereus dumortieri"
 ]
}

 The dataset includes 936 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002226-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18433362
title: Egoistic versus Prosocial Decision Making: an Eye Movement Data Report

description: Eye tracking data collected in fourteen experiments with SensoMotoric Instruments mobile eye‐tracking glasses, including data from 14 subjects (7 women, aged 20–40 years) with 4,180 visual behavior metrics summaries and 3,744 eye movement records in decision-related areas of attention during Prisoner's Dilemma tasks. The dataset comprises two datasheets: aggregate eye movement metrics and AOI-based eye movement records. Data may be applicable in computational modeling of oculomotor activity to explain decision processes and predict outcomes.
DOI: 10.5281/zenodo.18433290
title: Acupuncture-linked miRNA–mRNA axes map migraine biology and highlight molecular heterogeneity — analysis code (v1.0)
DOI: 10.5281/zenodo.18433291
title: Acupuncture-linked miRNA–mRNA axes map migraine biology and highlight molecular heterogeneity — analysis code (v1.0)
DOI: 10.15468/dl.aqb3wj
title: Occurrence Download

description: A dataset containing 10000 records in GBIF matching the query:
SELECT
 "gbifid", "eventdate",
 MAX("eventdate") OVER (
 ORDER BY "gbifid"
 ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW
 ) AS "running_max_eventdate"
 FROM occurrence
 WHERE 
 ("gbifid" &gt;= 5938027305) AND ("datasetkey" IN ('50c9509d-22c7-4a22-a47d-8c48425ef4a7', '4fa7b334-ce0d-4e88-aaae-2e0c138d049e'))
 LIMIT 10000

 The dataset's 10000 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002228-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14678462
title: Mahanagar Yatayat Transport Dataset