cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16961466
title: Monthly precipitation data in Lelantine Plain, Greece

description: Monthly precipitation data from three stations in Lelantine Plain, Greece (Chalkida, Steni, Setta). Source: meteo.gr
DOI: 10.5281/zenodo.17018384
title: A Digital Twin Framework for Urban Parking Management and Mobility Forecasting - Minimum Dataset

description: Rapid urbanization and population growth have created significant challenges in urban mobility management, such as traffic congestion, inefficient public transportation, and environmental pollution. This paper presents A framework for urban parking management and mobility forecasting, development and implementation of a Digital Twin (DT) aimed at addressing issues within the context of smart mobility. The framework integrates a wide range of historical and real-time data, including parking meter transactions, revenue records, street occupancy rates, parking violations, and sensor-based parking slot utilization. Additionally, the data encompass weather conditions, temporal patterns (such as weekdays and peak hours), and agent shift schedules, offering a comprehensive dataset for analyzing and optimizing urban mobility dynamics. Descriptive statistics are used to identify key patterns, while advanced Machine Learning (ML) and Deep Learning (DL) algorithms enhance predictive and generative analytics, forecasting parking demand and simulating various mobility scenarios. These insights, combined with visualization tools, map data onto the urban landscape, enabling spatial planning and resource allocation. Moreover, the integration of Generative Artificial Intelligence (GenAI) models significantly improves the system's capabilities, generating realistic ``what-if'' scenarios that allow for virtual testing of mobility strategies before real-world implementation. The results highlight the framework potential to improve urban mobility management, especially improving parking meter placement and enhancing the quality of urban mobility for users by reducing inefficiencies and improving accessibility. Tested on real-world data from the city of Caserta, the proposed framework has proven robust and adaptable, although expanding the dataset and refining specific components are necessary for fully realizing its potential and ensuring sustainable urban planning.
DOI: 10.5281/zenodo.17018385
title: A Digital Twin Framework for Urban Parking Management and Mobility Forecasting - Minimum Dataset

description: Rapid urbanization and population growth have created significant challenges in urban mobility management, such as traffic congestion, inefficient public transportation, and environmental pollution. This paper presents A framework for urban parking management and mobility forecasting, development and implementation of a Digital Twin (DT) aimed at addressing issues within the context of smart mobility. The framework integrates a wide range of historical and real-time data, including parking meter transactions, revenue records, street occupancy rates, parking violations, and sensor-based parking slot utilization. Additionally, the data encompass weather conditions, temporal patterns (such as weekdays and peak hours), and agent shift schedules, offering a comprehensive dataset for analyzing and optimizing urban mobility dynamics. Descriptive statistics are used to identify key patterns, while advanced Machine Learning (ML) and Deep Learning (DL) algorithms enhance predictive and generative analytics, forecasting parking demand and simulating various mobility scenarios. These insights, combined with visualization tools, map data onto the urban landscape, enabling spatial planning and resource allocation. Moreover, the integration of Generative Artificial Intelligence (GenAI) models significantly improves the system's capabilities, generating realistic ``what-if'' scenarios that allow for virtual testing of mobility strategies before real-world implementation. The results highlight the framework potential to improve urban mobility management, especially improving parking meter placement and enhancing the quality of urban mobility for users by reducing inefficiencies and improving accessibility. Tested on real-world data from the city of Caserta, the proposed framework has proven robust and adaptable, although expanding the dataset and refining specific components are necessary for fully realizing its potential and ensuring sustainable urban planning.
DOI: 10.5439/2568164
title: Merged Aerosol VAP

description: Merged Aerosol VAP
DOI: 10.15468/dl.mu753t
title: Occurrence Download

description: A dataset containing 2223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ips acuminatus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2223 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015597-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc2w3v
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-0.74481 40.16656,-0.75113 40.16642,-0.75913 40.16516,-0.76307 40.15868,-0.76541 40.15405,-0.76219 40.14515,-0.7552 40.13624,-0.74344 40.13436,-0.72909 40.13119,-0.71828 40.12557,-0.69795 40.12417,-0.69076 40.11841,-0.66538 40.11687,-0.66356 40.13105,-0.73849 40.16221,-0.74481 40.16656))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 378 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015598-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jsqc59
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia scoparia",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 93 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015599-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1135484
title: Site Data from an Archaeological Evaluation and Watching Brief at Ellen Badger Hospital, Shipston-on-Stour, Warwickshire, 2022 - 2023

description: This collection comprises images and CAD data from an archaeological evaluation and watching brief at Ellen Badger Hospital, Shipston-on-Stour, Stratford-on-Avon, Warwickshire. Work was undertaken by Archaeology Warwickshire in August 2022 and between December 2022 and February 2023 ahead of construction of a replacement hospital, medical centre, cafe, and associated infrastructure. No archaeological features were present in the excavated trenches. Layers of modern disturbance contained pottery and other finds dating from the 19th - 20th centuries. The watching brief revealed no significant archaeological finds or features. A 19th-century brick-lined well and mid 20th-century brick foundations were recorded.
DOI: 10.34740/kaggle/dsv/12930038
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.x7ek5z
title: Occurrence Download

description: A dataset listing the 158 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hosta"
 ]
}

 The dataset's 158 records were derived from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015581-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/tpobvz
title: Anode materials based on antimony, silicon and their composites for Na-ion batteries - research data
title: Materiały anodowe na bazie antymonu, krzemu oraz ich kompozytów dla ogniw sodowo-jonowych

description: This dataset contains research data accompanying the doctoral thesis: "Anode materials based on antimony, silicon and their composites for Na-ion batteries"/ "Materiały anodowe na bazie antymonu, krzemu oraz ich kompozytów dla ogniw sodowo-jonowych"
Author: Justyna Maria Płotek
First supervisor: prof. dr hab. inż. Janina Molenda 
Auxiliary supervisor: dr inż. Andrzej Kulka
DOI: 10.5518/886
title: DeSeq2 output comparing the total RNA sequencing gene expression data of paired patient derived Ewing sarcoma and Ewing sarcoma CSCs.

description: List of differentially expressed genes comparing the total RNA sequencing data from paired patient derived Ewing sarcoma and Ewing sarcoma CSCs using DeSeq2.
DOI: 10.5518/887
title: Total RNA sequencing of patient derived Ewing sarcoma and Ewing sarcoma CSCs

description: Total RNA seqeuncing FASTQ.gzip files
DOI: 10.15468/dl.arfnxf
title: Occurrence Download

description: A dataset containing 126473 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melittidae"
 ]
}

 The dataset includes 126473 records from 418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015554-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.564u2q
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia scoparia",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015601-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9zkqz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia scoparia",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015603-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf6fae
title: Occurrence Download

description: A dataset containing 9415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is IberArthro: A database compiling taxonomic and distributional data on Ibero-Balearic arthropods",
 "TaxonKey is Opiliones"
 ]
}

 The dataset includes 9415 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015604-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zt9ak
title: Occurrence Download

description: A dataset containing 1733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stenotritidae"
 ]
}

 The dataset includes 1733 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015600-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zskenv
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callionymus fasciatus"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015602-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17018774
title: Drastic reduction in the dynamics of magnon bound state in a non-locally coupled quantum circuit

description: This repository includes data files necessary to reproduce the figures presented in both the main paper and the supplementary information.
DOI: 10.5281/zenodo.17018775
title: Drastic reduction in the dynamics of magnon bound state in a non-locally coupled quantum circuit

description: This repository includes data files necessary to reproduce the figures presented in both the main paper and the supplementary information.
DOI: 10.5517/ccdc.csd.cc2p09df
title: CCDC 2472944: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Tongdao Wang, Gerhard Erker|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2p0pp3
title: CCDC 2473325: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Long Wang, Gerhard Erker|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2p0ps6
title: CCDC 2473328: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Zhongbao Jian, Gerhard Erker|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2p0pv8
title: CCDC 2473330: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Zhongbao Jian, Gerhard Erker|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2p6zxt
title: CCDC 2479377: Experimental Crystal Structure Determination

description: Related Article: W. Clegg, S.T. Liddle, R.E. Mulvey, A.M. Drummond|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.57903/uj/qjdnuq
title: Jagiellonian Panel : research on the opinions, attitudes, and activities of young adults
title: Jagielloński Panel: badania opinii, postaw i aktywności młodych dorosłych

description: Dane pochodzą z badań będących częścią projektu Jagielloński Panel. Dane mają charakter panelowy. Pochodzą one od młodych dorosłych (począwszy od osób urodzonych w 2002 r. badanych po raz pierwszy w 2021 r.) i dotyczą wybranych aspektów jakości życia, m.in.: aktywności edukacyjnej, aktywności społecznej (m.in. praca społeczna, wolontariat), aktywności na rynku pracy, oceny stanu zdrowia, samopoczucia, przygotowania do radzenia sobie ze stresem w trudnych sytuacjach (w kontekście zdawania egzaminu dojrzałości), planów kontynuowania nauki, podejmowania pracy zawodowej, wyjazdu z kraju, do innych miejscowości (mobilności przestrzennej), więzi społecznych, etc. Zbiór danych zawiera wykaz mierzonych w badaniu zmiennych. Pełen, zanonimizowany zbiór danych, zawierający ponad 200 zmiennych i odpowiedzi respondentów, dostępny jest poprzez osobiste zgłoszenie do kierownika badania, prof. Jolanty Perek-Białas, drogą mailową (jolanta.perek-bialas@uj.edu.pl) cc: paulina.skorska@uj.edu.pl we wskazaniem zakresu i celu wykorzystania danych. Pełen zakres zmiennych mierzonych w badaniu znajduje się w codebooku.
DOI: 10.5517/ccdc.csd.cc2pc6hs
title: CCDC 2483425: Experimental Crystal Structure Determination

description: Related Article: Adala Amina|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.4tjqez
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deutzia vilmorinae"
 ]
}

 The dataset includes 224 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015607-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpwn78
title: Occurrence Download

description: A dataset containing 44162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Ecballium elaterium"
 ]
}

 The dataset includes 44162 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015605-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17019042
title: MOVING: a Multi-MOdal dataset of EEG signals and VIrtual Glove hand trackING

description: A new Multi-modal dataset comprising neural EEG signals and kinematic data associated with three hand movements — open/close, finger tapping, and wrist rotation — along with a rest period. The dataset, obtained from eleven subjects using a 32-channel dry wireless EEG system, also includes synchronized kinematic data captured by a Virtual Glove (VG) system equipped with two orthogonal Leap Motion Controllers. The use of these two devices allows for fast assembly (~ 1 minute) while introducing more noise than the gold standard devices for data acquisition. The data set, obtained from 11 subjects using a 32-channel dry wireless EEG system, also includes synchronized kinematic data captured by a Virtual Glove (VG) system equipped with two orthogonal Leap Motion Controllers. 

For citation please refer to the paper:Mattei, E.; Lozzi, D.; Di Matteo, A.; Cipriani, A.; Manes, C.; Placidi, G. MOVING: A Multi-Modal Dataset of EEG Signals and Virtual Glove Hand Tracking. Sensors 2024,24, 5207.  https://doi.org/10.3390/s24165207 

References:

Placidi, Giuseppe. "A smart virtual glove for the hand telerehabilitation." Computers in Biology and Medicine 37.8 (2007): 1100-1107.

Placidi, Giuseppe, et al. "Measurements by a LEAP-based virtual glove for the hand rehabilitation." Sensors 18.3 (2018): 834.

Placidi, Giuseppe, et al. "Patient–therapist cooperative hand telerehabilitation through a novel framework involving the virtual glove system." Sensors 23.7 (2023): 3463.
description: Sept. 2025The Python script and the notebook for generating the FIF and SET files with the corresponding annotations were added.
DOI: 10.15468/dl.rkdegh
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mesembryanthemum noctiflorum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 201 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015610-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5sb4e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nomorhamphus hageni)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015611-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7dqnne
title: Occurrence Download

description: A dataset containing 31698 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prospero autumnale"
 ]
}

 The dataset includes 31698 records from 552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015608-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx5jre
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella cataractarum Alston"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109734-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67jwjd
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene davidii (Franch.) Oxelman & Lidén"
 ]
}

 The dataset includes 164 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109735-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux59tf
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella cathedrifolia Spring"
 ]
}

 The dataset includes 482 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109736-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6wa6b
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Silene davidlongii Rajbh. & Mits.Suzuki"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109737-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6sx2vz
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halocynthia roretzi (Drasche, 1884)"
 ]
}

 The dataset includes 170 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109738-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.