cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15016847
title: Dataset: LyoScope: a portable lyoluminescence reader prototype

description: This dataset accompanies the manuscript titled "LyoScope: a portable lyoluminescence reader prototype" and provides supporting data and resources that validate the findings presented in the study. It includes a high-resolution video file recorded using an EM-CCD camera, showcasing the lyoluminescence (LL) phenomenon and illustrating the sensitivity and operational reliability of the LyoScope device. Detailed measurement data used to determine the minimum detectable dose (MDD) of the LyoScope are included, which are critical for assessing the device’s potential for radiation dosimetry applications. Comprehensive data from repeatability tests performed to evaluate the precision and consistency of LL measurements using the LyoScope further demonstrate the device's reliability for experimental and practical applications. Additionally, the dataset contains STL and IGES files of the LyoScope’s modular components, enabling easy replication and 3D printing of the device. These files are provided to facilitate the assembly and potential modification of the prototype for diverse research and industrial purposes. 

***************************************************************************************************************************************************************The work done at the IFJ PAN was supported by the National Science Centre, Poland (grant No 2021/43/D/ST5/03042).
DOI: 10.5281/zenodo.13847722
title: Old Data
DOI: 10.5281/zenodo.13847723
title: Old Data
DOI: 10.5281/zenodo.15016845
title: The effect of compositional fluctuations on the nucleation of Earth's inner core

description: Data for Wilson et al., 2025 - Probability distributions and melting temperature data from molecular dynamic simulations.

The effect of compositional fluctuations on the nucleation of Earth's inner core

Folders contain distributions of sub volumes containing N oxygens where sub volumes are 1/64 of the total system volume. Folder names correspond to the conditions of the simulations. See manuscript for further details on simulations.

Melting temperatures for different oxygen concentrations are contained in a text file. See manuscripts for details on simulations.
DOI: 10.5281/zenodo.15016846
title: The effect of compositional fluctuations on the nucleation of Earth's inner core

description: Data for Wilson et al., 2025 - Probability distributions and melting temperature data from molecular dynamic simulations.

The effect of compositional fluctuations on the nucleation of Earth's inner core

Folders contain distributions of sub volumes containing N oxygens where sub volumes are 1/64 of the total system volume. Folder names correspond to the conditions of the simulations. See manuscript for further details on simulations.

Melting temperatures for different oxygen concentrations are contained in a text file. See manuscripts for details on simulations.
DOI: 10.5281/zenodo.2649164
title: 1991-2018 - London LUMA  Metadata

description: 1991-2018 - London LUMA Metadata | Summary of Meta data for LUMA https://zenodo.org/deposit/2649165
DOI: 10.5281/zenodo.2649165
title: 1991-2018 - London LUMA  Metadata

description: 1991-2018 - London LUMA Metadata | Summary of Meta data for LUMA https://zenodo.org/deposit/2649165
DOI: 10.15468/dl.j32wzf
title: Occurrence Download

description: A dataset containing 299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((61.89766 16.06497,129.10234 16.06497,129.10234 42.93503,61.89766 42.93503,61.89766 16.06497))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Circaeaster agrestis Maxim."
 ]
}

 The dataset includes 299 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006577-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnyf8s
title: Occurrence Download

description: A dataset containing 44205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.96279 59.99408,5.45039 63.25155,4.03409 62.17517,-6.36149 60.10738,-12.25326 59.62584,-12.47987 53.45081,-10.75199 50.22166,-6.50312 48.1822,-4.69026 46.65261,-2.79243 46.34102,-1.48944 47.0775,0.55002 47.38908,1.08821 48.49379,1.82468 49.93841,1.96631 50.67488,2.44785 50.75985,3.29762 51.07144,4.20405 51.49633,5.50704 52.06284,6.0169 52.57271,6.61175 52.94094,7.6598 53.2242,11.39881 52.68601,14.68461 54.8671,14.62796 57.61471,11.79537 60.53227,8.96279 59.99408))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ensis leei M.Huber, 2015, Asparagopsis armata Harv., Undaria pinnatifida (Harv.) Suringar, Ruditapes philippinarum (A.Adams & Reeve, 1850), Ficopomatus enigmaticus (Fauvel, 1923), Petricolaria pholadiformis (Lamarck, 1818))"
 ]
}

 The dataset includes 44205 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006576-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5287/bodleian:gpnz25qp1
title: The effects of modifying mental imagery in adolescent social anxiety

description: Experimental data gathered from a psychological experiment.
DOI: 10.5281/zenodo.4836508
title: London - Mixed Layer Height  & Cloud - 2012 - Marylebone Road, North Kensington

description: Location: London, UK
	
Site: MR
	
Site: NK
	
Data Format: netCDF
	
Year: 2012
	
Data: Vaisala CL31 data processed by CABAM (Kotthaus and Grimmond 2018, QJMS)
DOI: 10.5281/zenodo.4836509
title: London - Mixed Layer Height  & Cloud - 2012 - Marylebone Road, North Kensington

description: Location: London, UK
	
Site: MR
	
Site: NK
	
Data Format: netCDF
	
Year: 2012
	
Data: Vaisala CL31 data processed by CABAM (Kotthaus and Grimmond 2018, QJMS)
DOI: 10.15468/yvcw8n
title: Phenology and biological traits of migrating salmon (Salmo salar) sampled by trapping in the Scorff river (France).

description: Since 1995, monitoring has been carried out to observe migration phenology and quantify the abundance of migratory salmon in the Scorff basin. In the downstream part of the Scorff River, a trapping system controls salmon migration by means of 2 traps, one for the descending fish and the other for the ascending fish. On this occasion, biometric characteristics are developed to characterize the population in order to feed this data set.
DOI: 10.5284/1127900
title: Data from a Trial Trenching at Ashwell's Farm (Vent Shaft), Chalfont St Peter, Buckinghamshire, 2017 (HS2 Phase One)

description: This collection comprises of site records, CAD data, images and an archive decision sheet from a trial trench evaluation carried out by MOLA Headland Infrastructure in 2018 in advance of the construction of a vent shaft at Ashwell's Farm, Chalfont St Peter, Buckinghamshire.
DOI: 10.5517/ccdc.csd.cc2jjh8v
title: CCDC 2339547: Experimental Crystal Structure Determination

description: Related Article: Jin-Hua Li, Qian-Ru Ou-Yang, Yuan-Yang Cao, Xue-Han Wang, Chang Liu, Xing-Jin Yang, Hua-Xin Zhang|2025|J.Mol.Struct.|1326|141098|doi:10.1016/j.molstruc.2024.141098
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.cc2jz19w
title: CCDC 2352568: Experimental Crystal Structure Determination

description: Related Article: Yu-Syuan Tsai, Yu-Wei Chen, Charasee Laddika Dayawansa, Hsuan Chang, Wen-Ching Chen, Jiun-Shian Shen, Tiow-Gan Ong, Glenn P. A. Yap, Vincent C.-C. Wang|2025|Inorg.Chem.|64|4213|doi:10.1021/acs.inorgchem.4c03301
description: Related Article: Yu-Wei Chen|2024|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: 10.6084/m9.figshare.28588724
title: Archiv Orientalni bibliographic data_2014_2023

description: This a raw data in CSV file manually encoded by researchers
DOI: 10.34808/z4jd-bz63
title: TG (thermogravimetry) analyses - SiO2 (silicon dioxide) and TiO2 (titanium dioixide) coating of EPS (expanded polystyrene)

description: TG (thermogravimetric) analyses were performed on polystyrene beads coated with SiO2 and then coated with SiO2-TiO2. Thermal analyses were also performed on the polystyrene beads alone. The inorganic residue content was used to calculate the amount of SiO2 and TiO2 coating in the polystyrene beads. A detailed description of the method used to obtain the material is described in the article: Coating of expanded polystyrene spheres by TiO2 and SiO2–TiO2 thin films (doi: 10.1557/s43578-024-01319-3).
DOI: 10.60656/b696dcc3ec7b4196
title: Custom collection of weather station data from Granada on 9 Mar 2025
DOI: 10.6084/m9.figshare.27200826
title: Clean Industry? Tourism development and household energy poverty

description: The promotion of tourism development and the eradication of energy poverty are essential for realizing sustainable development goals. However, little attention has been given to whether tourism development and energy poverty are in conflict with each other and thus they hinder the realization of the SDGs. This study examines the impact of tourism development on household energy poverty using data from the 2014-2020 China Household Tracking Survey. The results show that tourism development can significantly reduce household energy poverty, and there is a causal relationship. Meanwhile, in rural areas and areas with relatively low energy production, the effect of tourism development in alleviating household energy poverty is greater. In addition, tourism development can increase household income, improve energy utilization and promote urban green innovation, and thus it canaffect household energy poverty in terms of both household energy purchasing power and accessibility. The results of the study expand new perspectives on poverty reduction through tourism and provide policy recommendations on how to promote tourism development for the eradication of energy poverty.
DOI: 10.15468/dl.erzu8c
title: Occurrence Download

description: A dataset containing 6351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthospermum hispidum DC."
 ]
}

 The dataset includes 6351 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006578-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5xqsb
title: Occurrence Download

description: A dataset containing 4181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ophiogomphus cecilia (Fourcroy, 1785))",
 "Year is not null",
 "Year is one of (2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)",
 "HasCoordinate is TRUE",
 "DecimalLatitude is greater than or equal to 47.3024876979",
 "DecimalLatitude is less than or equal to 54.983104153",
 "DecimalLongitude is greater than or equal to 5.98865807458",
 "DecimalLongitude is less than or equal to 15.0169958839",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 4181 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006579-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj65w5
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "DatasetKey is Moscow University Herbarium (MW)",
 "TaxonKey is Astragalus dasyanthus Pall."
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006580-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbzymv
title: Occurrence Download

description: A dataset containing 6351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthospermum hispidum DC."
 ]
}

 The dataset includes 6351 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006581-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.2580232
title: 2009\London\ NERC Flights

description: London/NERC_LondonFlights2009



	
NERC_LondonFlights2009/NERC_Flights_2009_ASD_reflectance.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_DataLoggerPrograms.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_FlightLineCalculations.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_Instructions.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_IRT_Calibrations.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_IRT_MobileUnits.zip
	
NERC_LondonFlights2009/NERC_Flights_2009_Organization.zip
	
NERC_Flights_2009_ThermalCamera.zip
DOI: 10.21227/kvmr-yg04
title: Brats-2018_2019-2D

description: Brain tumors are one of the most common diseases threatening human health. Early detection and precise segmentation are of great significance for clinical diagnosis and treatment. This paper presents a Learnable Wavelet Transform and Attention Mechanism network(LWTA-Net2D), based on 2D Convolutional Neural Networks (CNN), integrating Learnable Discrete Wavelet Transform (LDWT), combination of Monte Carlo Attention (MCattn) and Monte Carlo Bottleneck Layer (MCBottleneck), and a U-Net-based encoder-decoder architecture. By training and testing on 2D slices of the BRATS2018 and BRATS2019 datasets, the proposed model demonstrates superior performance in multi-scale feature capturing and spatial detail enhancement. Experimental results show that the improved model achieves Intersection over Union (IoU) and Dice Similarity Coefficient (Dice) of 0.7842 and 0.8766, respectively, representing a 5\% improvement over traditional U-Net methods, significantly enhancing segmentation accuracy and robustness. This study provides an efficient and precise solution for MRI brain tumor segmentation tasks, showing great potential in medical image processing.
DOI: 10.15468/dl.ex8xhf
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "DatasetKey is Moscow University Herbarium (MW)",
 "TaxonKey is Astragalus dasyanthus Pall."
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006582-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/deqp-8229
title: UV-Vis (Ultraviolet–visible Spectroscopy) data of EPS (Expanded Polystyrene) samples coated with SiO2 (silicon dioxide) or/and TiO2 (titanium dioxide) using various methods

description: These data contain UV-Vis (Ultraviolet–visible) spectra of TiO2  (titanium dioxide) of EPS (expanded polystyrene) samples coated with SiO2 (silicon dioxide) or/and TiO2 (titanium dioxide) using various methods. A detailed description of the method used to obtain the material is described in the article: Coating of expanded polystyrene spheres by TiO2 and SiO2–TiO2 thin films (doi: 10.1557/s43578-024-01319-3).
DOI: 10.5284/1127901
title: Data from Test Pitting at 18 areas distributed along Area North, 2021 (HS2 Phase One)

description: The archive comprises the digital records and files created during the 2021 Wessex HS2 Area North Test Pitting and the subsequent post-excavation assessment and analysis. This includes image, report, site record, spreadsheet, CAD and GIS data.
DOI: 10.5281/zenodo.2580215
title: 2009\London\KSS Tprofile

description: 2009\London\KSS\Tprofile


Site: KSS
Country UK
City London
Location King’s College London (K)/ Strand Campus (S)/ Strand Building (S)
Height: on Aluma Tower


Internal Files e.g. KSS_T09351.dat



	
KSS -site
	
T - Tprofile
	
09 - year - 2009
	
351 - day of year
	
format: comma delimited



Sensors - fine wire thermocouples, unshielded


Zip File:KSS_TProfile_2009.zip


 


Publications



	
Bjorkegren A, CSB Grimmond 2018: Net Carbon Dioxide emissions from central London) Urban Climate 23, 131-158 10.1016/j.uclim.2016.10.002
	
Bjorkegren A, CSB Grimmond, S Kotthaus, BD Malamud 2015: CO2 emission estimation in the urban environment: measurement of the CO2 storage term. Atmospheric Environment 122, 775-790, 10.1016/j.atmosenv.2015.10.012
	
Kotthaus S & CSB Grimmond 2012: Identification of Micro-scale Anthropogenic CO2, Heat and Moisture Sources - Processing Eddy Covariance Fluxes for a Dense Urban Environment Atmospheric Environment 57, 301-316.
DOI: 10.5281/zenodo.2580216
title: 2009\London\KSS Tprofile

description: 2009\London\KSS\Tprofile


Site: KSS
Country UK
City London
Location King’s College London (K)/ Strand Campus (S)/ Strand Building (S)
Height: on Aluma Tower


Internal Files e.g. KSS_T09351.dat



	
KSS -site
	
T - Tprofile
	
09 - year - 2009
	
351 - day of year
	
format: comma delimited



Sensors - fine wire thermocouples, unshielded


Zip File:KSS_TProfile_2009.zip


 


Publications



	
Bjorkegren A, CSB Grimmond 2018: Net Carbon Dioxide emissions from central London) Urban Climate 23, 131-158 10.1016/j.uclim.2016.10.002
	
Bjorkegren A, CSB Grimmond, S Kotthaus, BD Malamud 2015: CO2 emission estimation in the urban environment: measurement of the CO2 storage term. Atmospheric Environment 122, 775-790, 10.1016/j.atmosenv.2015.10.012
	
Kotthaus S & CSB Grimmond 2012: Identification of Micro-scale Anthropogenic CO2, Heat and Moisture Sources - Processing Eddy Covariance Fluxes for a Dense Urban Environment Atmospheric Environment 57, 301-316.
DOI: 10.15468/dl.eth82q
title: Occurrence Download

description: A dataset containing 9006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vesicularia (Müll.Hal.) Müll.Hal."
 ]
}

 The dataset includes 9006 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006584-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.2580196
title: 2009\London\KSS Li-840 CO2

description: 2009\London\KSS\Li-840


Site: KSS


Country UK
City London
Location King’s College London (K)/ Strand Campus (S)/ Strand Building (S)
Height: on Aluma Tower


DATA: Licor Li840 - CO2 and H20


Zipped files by month and sensor e.g. KSS_Li840-1_Hrly_2009_12.zip



	
KSS - Site
	
LI840-1 sensor
	
Hrly- files
	
2009 -- year
	
12- month



Internal files  e.g. LI-12009351_18_raw.txt



	
LI-1 - licor 840
	
2009 - year
	
351 - day of year
	
18 - hour
	
raw - raw data
	
format: ascii
	
details: see Licor 840 manual 



Publications



	
Bjorkegren A, CSB Grimmond 2018: Net Carbon Dioxide emissions from central London) Urban Climate 23, 131-158 10.1016/j.uclim.2016.10.002
	
Bjorkegren A, CSB Grimmond, S Kotthaus, BD Malamud 2015: CO2 emission estimation in the urban environment: measurement of the CO2 storage term. Atmospheric Environment 122, 775-790, 10.1016/j.atmosenv.2015.10.012
DOI: 10.5281/zenodo.2580197
title: 2009\London\KSS Li-840 CO2

description: 2009\London\KSS\Li-840


Site: KSS


Country UK
City London
Location King’s College London (K)/ Strand Campus (S)/ Strand Building (S)
Height: on Aluma Tower


DATA: Licor Li840 - CO2 and H20


Zipped files by month and sensor e.g. KSS_Li840-1_Hrly_2009_12.zip



	
KSS - Site
	
LI840-1 sensor
	
Hrly- files
	
2009 -- year
	
12- month



Internal files  e.g. LI-12009351_18_raw.txt



	
LI-1 - licor 840
	
2009 - year
	
351 - day of year
	
18 - hour
	
raw - raw data
	
format: ascii
	
details: see Licor 840 manual 



Publications



	
Bjorkegren A, CSB Grimmond 2018: Net Carbon Dioxide emissions from central London) Urban Climate 23, 131-158 10.1016/j.uclim.2016.10.002
	
Bjorkegren A, CSB Grimmond, S Kotthaus, BD Malamud 2015: CO2 emission estimation in the urban environment: measurement of the CO2 storage term. Atmospheric Environment 122, 775-790, 10.1016/j.atmosenv.2015.10.012
DOI: 10.15468/djvz3w
title: Phenology and biological traits of adult migrating shad (Alosa alosa) sampled by trapping in the survey in the Scorff river (France).

description: Adult shad have been monitored since 1994 by trapping at the Moulin de Tan, with the upstream and downstream traps operating year-round. The configuration of the traps allows only a partial capture according to the flow. A second trap downstream of the Moulin de Leslé installed for the trapping of salmon smolts (April-May) allows the accidental capture of a few adult shad.
Phenology and biological traits of migrating adult shad (alosa alosa) sampled by trapping during the survey in the Scorff River (France). In the downstream part of the river Scorff, a trapping system (2 traps downstream, one trap upstream) allows to monitor the migration of adult shad (alosa alosa). 
 On this occasion, biometric characteristics are developed to characterize the population in order to feed this data set.
They are measured, weighed, sexed and their tissues and scales are taken.
The survey is carried out within the framework of the Research Observatory on Diadromous Fishes of Coastal Rivers (ORE DiaPFC).
DOI: 10.17909/gn0t-6945
title: Data from paper A JWST Project on 47 Tucanae: Kinematics, energy equipartition and anisotropy of multiple populations

description: Cluster center
DOI: 10.34808/4w5v-1h23
title: SEM (scanning electron microscope) images of expanded polystyrene spheres coated with silicon dioxide (SiO2) and/or titanium dioxide (TiO2) using various methods

description: 


Data contain SEM  images of expanded polystyrene spheres coated with silicon dioxide (SiO2) and/or titanium dioxide (TiO2) using various methods. A detailed description of the method used to obtain the material is described in the article: Coating of expanded polystyrene spheres by TiO2 and SiO2–TiO2 thin films (doi: 10.1557/s43578-024-01319-3). The detailed equipment and descripion in read me.txt file.
DOI: 10.5281/zenodo.2580171
title: 2009\London\KSS CSAT_Hrly RawData

description: 2009\London \KSS\CSAT_Hrly RawData


1) Data type :Eddy covariance raw data
2) Filenames   
 Files are zipped by month (11-12)
    Example:  KSS_CSAT_Hrly_2009_11.zip
    Site: KSS
    Instrument: CSAT 3d Sonic and Licor 7500
    Year: 2009
    Month: 11
    Filetype: zip
    Internal Filenames
    1. Example KCLFast0930501.txt


    2. Letter: Sensor KCLFast --
    3. Year :09
    4. Day of Year: 305
    5. Hour:01  
    7. Format: Ascii, 10 Hz data
3). Data structure:    
    See ECPack **** program****                            


Site  KSS


Country= UK/ City=London/ Location= King’s College London (K)/ Strand Campus (S)/ Strand Building (S)
Height: Aluma Tower on roof (East side)


Publications       



	
 Kotthaus S & CSB Grimmond 2012: Identification of Micro-scale Anthropogenic CO2, Heat and Moisture Sources - Processing Eddy Covariance Fluxes for a Dense Urban Environment Atmospheric Environment 57, 301-316. 10.1016/j.atmosenv.2012.04.024  
	
Kotthaus S & CSB Grimmond 2014: Energy exchange in a dense urban environment – Part I: temporal variability of long-term observations in central London Urban Climate 10, 261–280 10.1016/j.uclim.2013.10.002