cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kg2a4u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus viridis Jim & Spirandeli Cruz, 1973"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011873-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jv8qz
title: Occurrence Download

description: A dataset containing 11884104 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Ecuador"
 ]
}

 The dataset includes 11884104 records from 2185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050436-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/g08k-z392
title: Numerical and experimental generated data during project https://doi.org/10.1109/ACCESS.2025.3547085

description: The dataset was generated during a project aimed at developing a novel 2×2 multiple-input-multiple-output (MIMO) antenna array using a non-polarization conversion metasurface (NPCM) with reduced radar cross section (RCS). To achieve a low RCS, a chess-board configuration is typically adopted. However, in conventional NPCM designs, subarrays with 180◦ phase shifts apart exhibit radiating modes at different resonance frequencies due to varied unit cell sizes and spacing. To address this, a characteristic mode analysis (CMA) has been performed to investigate the radiation mechanism of each subarray, ensuring they resonate within the same frequency band. Through this analysis, the feeding structure was optimized based on the slot-coupled patch antenna theory to align the radiating modes of the subarrays within the desired bandwidth. Specifically, the fundamental mode TM01 of one subarray and higher order mode TM03 of the other were successfully excited to operate within the same frequency range. This configuration enables the low-RCS NPCM surface to implement a MIMO system in which each subarray radiates independently within the same frequency band. Full-wave simulations and measurements have been carried out to verify the performance of the proposed antenna array. The results indicate that the MIMO antenna maintains good isolation, ranging from 22 to 50 dB among ports within the operating band from 9.6 to 10.7 GHz, and exhibits RCS reduction under different polarization ranging from 9 to 19 dB across the band from 8.5 to 12 GHz. Moreover, the RCS under oblique incidence also demonstrate good performance, making it suitable for radar applications.
DOI: 10.34808/qsm1-k820
title: Numerical and experimental generated data during project https://doi.org/10.1038/s41598-025-93849-x

description: The dataset was generated during a project aimed at developing a novel deployable antenna design with reconfigurable radiation patterns suitable for various indoor Internet of Things (IoT) applications. Inspired by origami, the antenna comprises a central monopole patch housed on a magic cube (MC-2) and two other modular units comprising stacks of magic cubes (MCs). In compact form, i.e., State-1, the antenna occupies a space of 50 mm, whereas in other states, it occupies a maximum of 150 mm space. Pattern reconfigurability is achieved by simply folding or unfolding these units. The antenna operates in four different states. For example, when both MC-1 and MC-3 are folded, the antenna exhibits an omnidirectional pattern (State-1). When either MC-1 or 3 are folded, the antenna shows directional behavior (States 2 and 3), offering ± 90° beam switching, whereas when both MC-1 and 3 are unfolded, the antenna exhibits bidirectional behavior (State 4), directing the main beam toward 88° and 92°. The antenna operates in the 2 GHz band and exhibits peak gains ranging from 2 dBi to 9 dBi. The excellent agreement between the simulated and measured results validates the design. This cost-effective, reconfigurable antenna presents a promising solution for diverse indoor IoT applications because of its cost-effectiveness and reconfigurable nature.
DOI: 10.2908/edat_lfse_03
title: Population dans les ménages privés par niveau d'éducation atteint
title: Bevölkerung in Privathaushalten nach Bildungsabschluss
title: Population in private households by educational attainment level
DOI: 10.2908/trng_cvt_33n1
title: Entreprises évaluant leurs futurs besoins en compétences par type d'apprentissage et activité de la NACE Rév. 1.1 - % de toutes les entreprises (2005)
title: Unternehmen, die ihren zukünftigen Bedarf an Kompetenzen bewerten, nach Art der Weiterbildung und NACE Rev. 1.1 Tätigkeit - % aller Unternehmen (2005)
title: Enterprises which assess their future skill needs by type of training provided and NACE Rev. 1.1 activity - % of all enterprises (2005)
DOI: 10.2908/yth_educ_020
title: Bevölkerung (im Alter von 30-34) mit einem Bildungsabschluss im Tertiärbereich nach Geschlecht
title: Population (âgées de 30-34 ans) ayant un niveau d'études supérieur par sexe
title: Population (aged 30-34) with tertiary educational attainment level by sex
DOI: 10.5281/zenodo.18465901
title: Real and simulated point cloud dataset

description: This dataset contains (Simulated and real) 3D point cloud data acquired using a HEXAGON DEA Global 07.10.07 coordinate measuring machine (CMM) equipped with an HP-L-10.10 laser plane sensor.

Due to confidentiality and institutional restrictions, access to the files is restricted and granted upon request for academic and research purposes only.

The data may be used for non-commercial scientific research. Redistribution, sharing, or commercial use of the dataset is strictly prohibited without prior written permission from the authors.
DOI: 10.5281/zenodo.18465900
title: Real and simulated point cloud dataset

description: This dataset contains (Simulated and real) 3D point cloud data acquired using a HEXAGON DEA Global 07.10.07 coordinate measuring machine (CMM) equipped with an HP-L-10.10 laser plane sensor.

Due to confidentiality and institutional restrictions, access to the files is restricted and granted upon request for academic and research purposes only.

The data may be used for non-commercial scientific research. Redistribution, sharing, or commercial use of the dataset is strictly prohibited without prior written permission from the authors.
DOI: 10.5518/1487
title: Atmospheric ice-nucleating particles in the eastern Mediterranean

description: While the atmosphere in the eastern Mediterranean is part of the dust belt, it encounters air masses from Europe, the Mediterranean Sea, and the Sahara and Arabian Desert that bring with them a whole host of potential dust and bioaerosol compositions and concentrations via long-range transport. The consequential changes in the populations of ice-nucleating particles (INPs), aerosols that influence weather and climate by the triggering of freezing in supercooled cloud water droplets, including in the convective cloud systems in the region, are not so well understood beyond the influence of desert dust storms in increasing INP concentrations. Here, we undertook an intensive INP measurement campaign in Israel to monitor changes in concentrations and activity from four major air masses, including the potential for activity from biological INPs. Our findings show that the INP activity in the region is likely dominated by the K-feldspar mineral content, with southwesterly air masses from the Sahara and easterly air masses from the Arabian Desert markedly increasing both aerosol and INP concentrations. Most intriguingly, a handful of air masses that passed over the Nile Delta and the northern Fertile Crescent, regions containing fertile agricultural soils and wetlands, brought high INP concentrations with strong indicators of biological activity. These results suggest that the Fertile Crescent could be a sporadic source of high-temperature biological ice-nucleating activity across the region that could periodically dominate the otherwise K-feldspar-controlled INP environment. We propose that these findings warrant further exploration in future studies in the region, which may be particularly pertinent given the ongoing desertification of the Fertile Crescent that could reveal further sources of dust and fertile soil-based INPs in the eastern Mediterranean region. The Dataset contains ice-nucleating particle concentrations and activities measured throughout the two-week campaign, alongside aerosol particle concentrations, and bacterial and fungal aerosol concentrations.
DOI: 10.21334/npolar.2014.ba8d71fc
title: Meteorological observations from Bouvetøya (2014-2015)
DOI: 10.15468/jdyzsd
title: Estonian University of Life Sciences Institute of Agricultural and Environmental Sciences Department of Plant Protection

description: In 1922 the Phytopathological Experimental Station at the Tartu University was established by the professor of botany Feodor Bucholtz (1872-1924) and later taken over by Professor Elmar Leppik (Lepik). The mycological collection was necessary for determination of local plant diseases and it started with a purchase of ca 2500 specimens of microfungi collected by A. Bäumler mainly in Slovakia. Later the collection was supplemented with local material and by acquisitions and donations from several European countries, with exsiccates and specimens for comparison. The most notable European mycologists represented in the collection are E. Kari, A. Kirulis, K. Linkola, F. Petrak, J Smarods, K. Stares and others. The collection also includes the herbarium of F. Bucholtz (almost 5,000 specimens) and the fungi collected by E. Lep(p)ik largely from Estonia in 1922 – 1944. In the last half-century Anne-Liis Sõmermaa and others have added fungi gathered from Estonia. Exciccates from elsewhere account for about half of about 23,000 collection specimens. Comprehensive historical review of the collection was compiled by E. Parmasto (2011).
DOI: 10.5281/zenodo.18469258
title: Fractional-order infiltration model validation dataset (screened from the SWIG database).

description: Data Source and Processing

The soil water infiltration data used in this study were derived from the Soil Water Infiltration Global (SWIG) database (Rahmati et al., 2018). The original database is publicly available at: https://doi.pangaea.de/10.1594/PANGAEA.885492. 

This dataset includes 605 processed infiltration time series (infiltration rate vs. time) for nine soil texture classes, extracted and calculated from the SWIG database. The identifiers correspond to those in the source SWIG records.

Data Content

This dataset contains processed infiltration time series for each soil class. For each class, two comma-separated values (.csv) files are provided:



Stable1.csv: Contains the infiltration rate (cm/h) data.

time.csv: Contains the corresponding elapsed time (h) data.
DOI: 10.5281/zenodo.18470690
title: Beech leaf disease impairs growth and carbohydrate storage in Fagus grandifolia

description: Users can access carbohydrate, tree ring, and mycorrhizal community, and climate data associated with the peer-reviewed journal article.
DOI: 10.5281/zenodo.15425230
title: Beech leaf disease impairs growth and carbohydrate storage in Fagus grandifolia

description: Users can access carbohydrate, tree ring, and mycorrhizal community, and climate data associated with the peer-reviewed journal article.
DOI: 10.5281/zenodo.18414857
title: Test Dataset for PIRATE tool
DOI: 10.5281/zenodo.18470711
title: Test Dataset for PIRATE tool
DOI: 10.5281/zenodo.18470646
title: Small mammal classification model

description: Classification model for small mammals (version 2025) and images used for training, validating and testing the model. The script used for training and further information are available on https://github.com/hannaboe/camera_trap_workflow.
DOI: 10.5281/zenodo.7142733
title: Small mammal classification model

description: Classification model for small mammals (version 2025) and images used for training, validating and testing the model. The script used for training and further information are available on https://github.com/hannaboe/camera_trap_workflow.
DOI: 10.6084/m9.figshare.30581675
title: S3 Dataset. Raw Image File from Western Blots

description: S3 Dataset. Raw Image File from Western Blots
DOI: 10.6084/m9.figshare.30581675.v2
title: S3 Dataset. Raw Image File from Western Blots

description: S3 Dataset. Raw Image File from Western Blots
DOI: 10.6084/m9.figshare.30581675.v1
title: S3 Dataset. Raw ImageFile from Western Blots

description: S3 Dataset. Raw ImageFile from Western Blots
DOI: 10.5281/zenodo.18466145
title: Dynamic Pricing Dataset for High-Speed Rail Modal Shift Analysis:  Madrid-Barcelona Corridor Ticket Prices

description: This dataset contains 2.4 million price observations from Spanish high-speed rail (Renfe) services on the Madrid-Barcelona corridor collected in 2019.

Dataset characteristics:- Routes: Madrid-Barcelona and Barcelona-Madrid- Time period: Full year 2019- Variables: Origin, destination, train type, train class, fare   type, price, departure date/time, booking date/time- Total observations: ~2,400,000 records- Format: CSV (renfe.csv)

This dataset was used in the research paper "The Double-Edged Sword of Dynamic Pricing: Bidirectional Modal Shift and Carbon Leakage in High-Speed Rail" published in MDPI Sustainability (2026).

Data collection method: Public pricing information from Renfe official website and booking platforms during 2019.

License: CC BY 4.0 - Free to use with proper attribution.
DOI: 10.5281/zenodo.18466144
title: Dynamic Pricing Dataset for High-Speed Rail Modal Shift Analysis:  Madrid-Barcelona Corridor Ticket Prices

description: This dataset contains 2.4 million price observations from Spanish high-speed rail (Renfe) services on the Madrid-Barcelona corridor collected in 2019.

Dataset characteristics:- Routes: Madrid-Barcelona and Barcelona-Madrid- Time period: Full year 2019- Variables: Origin, destination, train type, train class, fare   type, price, departure date/time, booking date/time- Total observations: ~2,400,000 records- Format: CSV (renfe.csv)

This dataset was used in the research paper "The Double-Edged Sword of Dynamic Pricing: Bidirectional Modal Shift and Carbon Leakage in High-Speed Rail" published in MDPI Sustainability (2026).

Data collection method: Public pricing information from Renfe official website and booking platforms during 2019.

License: CC BY 4.0 - Free to use with proper attribution.
DOI: 10.58132/wtfq2y
title: On the mechanism of Nile blue and Nile red interactions within the ion-selective membrane

description: Dataset contains fluorescence spectra, absorbance spectra, fluorescence spectra series, FLIM microscopy images and derivative data, from a series of experiments on ion-selective membrane optodes that were acquired by staining a non-conditioned potassium-selective membrane using a water solution of Nile Blue(NB) chloride.The sample that was examined consisted of a regular ion-selective membrane (potassium-selective membrane was used as model). The modified compositions were also used where the membrane would be prepared without either ionophore or ion-exchanger. The membrane would optionally have Nile red (NR) also added to the initial formulation.The experiments that were performed are divided into three parts:First is examination of dye accumulation in the membrane in response to specific membrane compositions (presence/ absence of NR, ionophore, ion-exchanger). It was used to elucidate conditions necessary for the dyes to be incorporated into the membrane. Data contains pictures, absorbance spectra and fluorescence spectra.Second part examines ion-selective membrane of regular composition where all dye present was introduced through exposure to NB chloride water solution. NR and NB are all accumulated in such a membrane, however the fluorescence of NR is quenched/reabsorbed by NB. NB fluorescence is also predominantly excited through these channels rather than directly, by the excitation beam. In response to presence of primary ion the NB is expelled from the membrane which both severs these excitation channels and leads to recovery of NR fluorescence. The effects observed are examined for their applicability in chemical analysis. Data contains fluorescence spectra timeseries (collected over 30 min every 2 minutes) collected for membranes exposed to different concentrations of KCl and also water and interfering ions (Na+). It contains fluorescence spectra of the analyte solutions post measurement and picture om the membrane samples used for color analysis. Derivative data contains fluorescence intensity ratio (600 nm(NR)/ 670 nm(NB)) timetraces, the same ratios are plotted as a function of K+ concentration at different moments.In the third part confocal FLIM microscopy is used to elucidate contributions fluorescence quenching and reabsorption towards suppressing NR fluorescence. The data cotains FLIM images (fluorescence lifetime and intensity intensity) of reference membrane that initially only contained the donor dye, and timeseries (collected over 1h) of FLIM images collected upon the membrane being exposed to nile blue chloride water solution (introduction of the acceptor dye). Data contais tif files, each composed of two images: average fluorescence lifetime and intensity of the donor; over a cross section of the same area of the membrane.
DOI: 10.6073/pasta/57fee8448f73751def9854461ccafd02
title: Environmental, Taxonomic, and Stable Isotope Data from Aquatic Insects sampled from Beaver-Engineered Headwater Streams (Adirondack Park, NY; 2024).

description: This data package contains environmental and biological data from a field study examining aquatic insect assemblage composition and basal resource use in beaver-engineered headwater streams in Adirondack Park, New York. Data was collected from six streams across two watersheds; the Oswegatchie River Watershed and Upper Hudson River Watershed. Three streams were sampled within the Oswegatchie River Watershed; East Creek, Sucker Brook, and Chair Rock Creek located near the Cranberry Lake Biological Station in St. Lawrence County. Three streams were sampled from the Upper Hudson River Watershed; Big Sucker Brook, Little Sucker Brook, and Panther Brook located near SUNY ESF’s Newcomb Campus in Essex County. Site conditions were characterized using densiometer measurements of canopy cover, visual assessments of substrate composition, and river discharge measurements collected with an OTT MF Pro flow meter. Aquatic insect assemblages were sampled using multihabitat active sampling and Hester–Dendy and leaf-bag passive samplers, with specimens identified to genus and assigned to functional feeding groups. Carbon and nitrogen stable isotopes were analyzed for a subset of insect taxa and three basal resource pools; coarse particulate organic matter (CPOM), fine particulate organic matter (FPOM), and periphytic algae. The Bayesian mixing model MixSIAR was used to estimate the proportional contribution of these primary sources to aquatic insect biomass. All data was collected between June and August 2024.
DOI: 10.5255/ukda-sn-858291
title: Semi-Structured Interview and Round Table Transcripts on the Topic of the Politics and Practice of English Land Value Capture Policy, 2008-2025

description: Package contains transcripts of x51 semi-structured interviews and x2 round table discussions (broken into 4 topics each) on the politics and practice of English land value capture policy. The data were collected between November 2023 and February 2025. Research participants were drawn from:

Campaign groups and associations – land and property
Campaign groups – housing and land justice
Professional bodies and associations
Academic researchers
Legal experts
Think tanks
Policy specialists in Whitehall
Other government advisors
National politicians
Public bodies and public sector practitioners
Real estate businesses / developers
Real estate and planning consultants
DOI: 10.5281/zenodo.18468973
title: Systemic Sclerosis Burden of Disease
DOI: 10.5281/zenodo.18468972
title: Systemic Sclerosis Burden of Disease
DOI: 10.2908/edat_aes_l21
title: Personnes connaissant des langues étrangères par nombre de langues étrangères et sexe
title: Personen mit Fremdsprachenkenntnissen nach Anzahl der Fremdsprachen und Geschlecht
title: Persons knowing foreign languages by number of foreign languages and sex
DOI: 10.2908/edat_aes_l22
title: Personen mit Fremdsprachenkenntnissen nach Anzahl der Fremdsprachen und Alter
title: Persons knowing foreign languages by number of foreign languages and age
title: Personnes connaissant des langues étrangères par nombre de langues étrangères et âge
DOI: 10.2908/edat_lfs_9901
title: Bevölkerung in Privathaushalten nach Bildungsabschluss - tausend Personen
title: Population in private households by educational attainment level - thousand persons
title: Population dans les ménages privés par niveau d'éducation atteint - mille personnes
DOI: 10.2908/edat_lfs_9902
title: Population in private households by educational attainment level and labour status - thousand persons
title: Bevölkerung in Privathaushalten nach Bildungsabschluss und Erwerbsstatus - tausend Personen
title: Population dans les ménages privés par niveau d'éducation atteint et statut au regard de l'emploi - mille personnes
DOI: 10.2908/edat_lfs_9904
title: Population in private households by educational attainment level and labour status - %
title: Bevölkerung in Privathaushalten nach Bildungsabschluss und Erwerbsstatus - %
title: Population dans les ménages privés par niveau d'éducation atteint et statut au regard de l'emploi - %