cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26245895.v7
title: Dataset for Ambiguous Resonances in Multipulse Quantum Sensing with NVs

description: This dataset contains simulations for ambiguous resonances present in XY8-M dynamical decoupling multipulse sequences with nitrogen vacancy (NV) color centers in diamonds. Over 10<sup>4</sup> combinations of experimental parameters as the order M, magnetic field B<sub>0</sub>, misalignment angle θ and <sup>13</sup>C families are considered for ambiguous resonances arising from <sup>15</sup>N and <sup>13</sup>C nuclear spins coupled to NVs. For a detailed discussion about the physics of these ambiguous resonances please refer to the arXiv paper at the related materials.For efficient storage and quick retrieval, the dataset is provided as an HDF5 file (dataset.h5), which can be visualized via the graphical user interface (GUI) provided here (dataset_gui.py). Both of the files should be downloaded and stored in the same folder. The GUI is based on the Python bindings for Qt6, with dependencies on NumPy, Matplotlib, PyQt6/PySide6, HDF5 and PyTables packages. Thus, we recommend creating a conda virtual environment with:<b>conda create --name dataset-env python </b><b>numpy matplotlib pyside6 pytables</b><b>conda activate dataset-env</b>To launch the GUI, one can simply run the following command in the cloned repository within the conda environment:<b>python dataset_gui.py</b>This will launch the GUI with the standard HDF5 file. However, if the user wants to have a different dataset file or different path, the --dataset flag can be used as follows:<b>python dataset_gui.py --dataset /PATH/CUSTOM_DATASET.hdf5</b>The use of the GUI is intuitive and self-explanatory. As shown in the screenshot, there are two tabs, one for <sup>15</sup>N and the other for <sup>13</sup>C ambiguous resonances. The m<sub>s</sub> state of the electronic spin transition needs to be chosen, with the order M of the XY8 sequence, the bias magnetic field B<sub>0</sub>, minimum and maximum tau or f range. In addition, for <sup>15</sup>N, the misalignment angle θ must be specified and for <sup>13</sup>C, the carbon family. The expected resonances from the gyromagnetic ratios of other nuclear spins can also be compared with. A text file with experimental data can be plotted together with the simulation for spectral disambiguation, with the conditions that it can be read by numpy.loadtxt and its first column representing τ or f in the selected units and the second indicating the XY8 intensity. Finally, the plot can be customized and exported. New simulations for ambiguous resonances will be continuously added to the dataset. Continued open-source development of the GUI occurs at https://github.com/QISS-HZB/ambiguous-resonances-dataset.<br>If for some reason the files cannot be downloaded from Figshare, please use the backup link: https://box.fu-berlin.de/s/ajm6wijbKWJQKQS .(optional) To make sure that the dataset was downloaded correctly, a sha256 checksum can be performed with<b>sha256sum dataset.h5</b>It should match 35a56d84b267179a3becf41195f40d8a067c81613c3ef320cb4ecbd64a198428 .<br><br>Dataset: version 1.6GUI: version 1.6
DOI: 10.6084/m9.figshare.27931521
title: Mark-recapture data

description: Dataset containing the capture-mark-recapture data for wild greater spear-nosed bats (<i>Phyllostomus hastatus</i>) captured in three caves (Tamana, Guanapo, and Caura) in Trinidad between 1990-2023. For each individual, a record of whether they were captured (1) or not (0) in a given year is reported, alongside their birthdate, the measure used to compute birthdate (exact, tooth wear estimate, or DNA methylation estimate), sex (male/female), and reproductive status of males (bachelor/harem male).
DOI: 10.15468/dl.dsfa5b
title: Occurrence Download

description: A dataset containing 4708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera tigris (Linnaeus, 1758)"
 ]
}

 The dataset includes 4708 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002752-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.2591175
title: 2013 - London central London - various buildings

description: 2013 - London central London - various buildings



Country\City\Location: UK London Central London - CL

 Sensor:MicroLites

https://fourtec.com/products/product/microlite/MicroLite-Overview/




Files:

Microlites located in various residences

Temperature and humdity data
DOI: 10.5281/zenodo.2591176
title: 2013 - London central London - various buildings

description: 2013 - London central London - various buildings



Country\City\Location: UK London Central London - CL

 Sensor:MicroLites

https://fourtec.com/products/product/microlite/MicroLite-Overview/




Files:

Microlites located in various residences

Temperature and humdity data
DOI: 10.15468/dl.jhan8p
title: Occurrence Download

description: A dataset containing 11669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.62461 43.7513,9.28594 43.43514,10.23199 41.47822,7.97005 40.76366,8.04301 39.19827,10.59682 38.11571,14.09919 36.2557,16.19232 37.16769,18.27374 39.9306,18.12853 41.18095,12.41672 44.03037,13.48164 46.54974,10.19009 46.48312,8.35069 46.58302,7.04375 45.74491,6.99535 44.89403,6.94694 44.34276,7.62461 43.7513))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vanessa atalanta (Linnaeus, 1758)",
 "Year is greater than or equal to 2014"
 ]
}

 The dataset includes 11669 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002755-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnyvpe
title: Occurrence Download

description: A dataset containing 5833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epicoccum nigrum Link"
 ]
}

 The dataset includes 5833 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002758-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmjvzs
title: Occurrence Download

description: A dataset containing 9984 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus terrestris (Linnaeus, 1758), Andrena haemorrhoa (Fabricius, 1781), Xylocopa appendiculata Smith, 1852, Trigona carbonaria Smith, 1854, Melipona beecheii Bennett, 1831, Apis andreniformis Smith, 1857, Apis florea Fabricius, 1787, Apis laboriosa Smith, 1871, Apis dorsata Fabricius, 1793, Apis cerana Fabricius, 1793, Apis mellifera Linnaeus, 1758)",
 "Year is 2007"
 ]
}

 The dataset includes 9984 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002753-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25810/8pez-h060.62
title: Asian Newspaper Coverage of Climate Change or Global Warming, 2004-2025 - February 2025

description: The Media and Climate Change Observatory Data monitors 126 sources (across newspapers, radio and TV) in 58 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.7h3pxf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paracanthopoma parva Giltay, 1935)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002760-250310093411724/datasets/export for details.
DOI: 10.18738/t8/izvfan
title: :unav

description: :unav
DOI: 10.15468/dl.hfnutb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "TaxonKey is one of (Hemichromis lifalili Loiselle, 1979)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasCoordinate is true",
 {
 "not" : {
 "Country" : [
 "is one of (American Samoa, Guam, Northern Mariana Islands, Puerto Rico, United States Minor Outlying Islands, United States of America, Virgin Islands (U.S.))"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002764-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14905827
title: Photoemission Spectroscopy of Organic Molecules Using Plane-Wave/Pseudopotential Density Functional Theory and Machine Learning: A Comprehensive and Predictive Computational Protocol for Isolated Molecules, Molecular Aggregates and Organic Thin Films

description: This dataset is divided in three parts, all connected to the publication "Photoemission Spectroscopy of Organic Molecules Using Plane-Wave/Pseudopotential Density Functional Theory and Machine Learning: A Comprehensive and Predictive Computational Protocol for Isolated Molecules, Molecular Aggregates and Organic Thin Films", DOI: 10.26434/chemrxiv-2024-h0g2d-v2. The dataset is intended as a comprehensive collection of files that enable the users not only to reproduce the results presented in the publication, but also to freely use all methods to calculate and predict photoemission spectra of a large variety of molecules and organic materials, following the tutorial included in the publication. The three parts are defined as follows:



 A repository of tested pseudopotentials enabling core-hole calculations using a variety of DFT exchange-correlation functionals.

A repository of input files that guide the reader to reproduce ground-state and core-ionized DFT calculations, to calculate binding energies and to use references to assign them absolute values.

A repository of datasets used to train machine learning routines to predict C1s, N1s and O1s binding energies in organic molecules and materials containing C, N, O, H, S, and halogen containing organic molecules and materials.
DOI: 10.5281/zenodo.14905828
title: Photoemission Spectroscopy of Organic Molecules Using Plane-Wave/Pseudopotential Density Functional Theory and Machine Learning: A Comprehensive and Predictive Computational Protocol for Isolated Molecules, Molecular Aggregates and Organic Thin Films

description: This dataset is divided in three parts, all connected to the publication "Photoemission Spectroscopy of Organic Molecules Using Plane-Wave/Pseudopotential Density Functional Theory and Machine Learning: A Comprehensive and Predictive Computational Protocol for Isolated Molecules, Molecular Aggregates and Organic Thin Films", DOI: 10.26434/chemrxiv-2024-h0g2d-v2. The dataset is intended as a comprehensive collection of files that enable the users not only to reproduce the results presented in the publication, but also to freely use all methods to calculate and predict photoemission spectra of a large variety of molecules and organic materials, following the tutorial included in the publication. The three parts are defined as follows:



 A repository of tested pseudopotentials enabling core-hole calculations using a variety of DFT exchange-correlation functionals.

A repository of input files that guide the reader to reproduce ground-state and core-ionized DFT calculations, to calculate binding energies and to use references to assign them absolute values.

A repository of datasets used to train machine learning routines to predict C1s, N1s and O1s binding energies in organic molecules and materials containing C, N, O, H, S, and halogen containing organic molecules and materials.
DOI: 10.15468/dl.ar5gj4
title: Occurrence Download

description: A dataset containing 2461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podocarpus L'Hér. ex Pers."
 ]
}

 The dataset includes 2461 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002765-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28462115
title: Linear model output for sex by age and status of spear-nosed bats for Horvath37K array

description: This file contains coefficients and probabilities associated with linear models fit to DNA methylation data obtained from 330 greater spear-nosed bats. These models test for effects of age, sex and the interaction between age and sex and also age and status of adult males. The results of these analyses are presented in a paper titled <b>DNA methylation dynamics reflect sex and status differences in mortality rates in a polygynous bats </b>by<b> </b>Danielle M. Adams, Jack G. Rayner, Severine B.S.W. Hex and Gerald S. Wilkinson.
DOI: 10.6084/m9.figshare.28462115.v1
title: Linear model output for sex by age and status of spear-nosed bats for Horvath37K array

description: This file contains coefficients and probabilities associated with linear models fit to DNA methylation data obtained from 330 greater spear-nosed bats. These models test for effects of age, sex and the interaction between age and sex and also age and status of adult males. The results of these analyses are presented in a paper titled <b>DNA methylation dynamics reflect sex and status differences in mortality rates in a polygynous bats </b>by<b> </b>Danielle M. Adams, Jack G. Rayner, Severine B.S.W. Hex and Gerald S. Wilkinson.
DOI: 10.18738/t8/cxyctj
title: :unav

description: :unav
DOI: 10.18738/t8/aruta6
title: Face Category Differentially Influences Face Memories After a Delay

description: This dataset includes face memory data for 48 Caucasian and 48 Hispanic participants who took memory tests for Caucasian and Hispanic faces during two sessions, separated by 2 days. Sleep questionnaire data from the night before session one, and the two intervening nights between sessions 1 and 2 are also included.
DOI: 10.25716/gude.13aa-dk3d
title: TEI/XML encoded transcription Na_50-729 from the Arthur Schopenhauer Legacy

description: This document is a TEI/XML encoded transcription of the document Na_50-729 from the Arthur Schopenhauer Legacy - 'Schopenhauer-Archive': "Mitteilung über ihr Einverständnis eines negativen Bescheids an Gottlieb Wilhelm Skerle" from Adele Schopenhauer to Arthur Schopenhauer. Transcribed and TEI encoded by Eva Lorenz (https://sammlungen.ub.uni-frankfurt.de/schopenhauer/content/titleinfo/4236215)
description: TEI/XML-document
DOI: 10.25716/gude.1b0j-bqj9
title: TEI/XML encoded transcription Na_50-71 from the Arthur Schopenhauer Legacy

description: This document is a TEI/XML encoded transcription of the document Na_50-71 from the Arthur Schopenhauer Legacy - 'Schopenhauer-Archive': "Zusendung der Rezension "Ueber Licht und Farben" des Verfassers Quintus Scilius" from Friedrich Grävell to Arthur Schopenhauer. Transcribed by Kim Lexow, TEI encoded by Christina Lorenz (https://sammlungen.ub.uni-frankfurt.de/schopenhauer/content/titleinfo/4235474)
description: TEI/XML-document
DOI: 10.6084/m9.figshare.28461038
title: eFORGE 2.0 output for sex or status DMPs from greater spear-nosed bats.

description: These files contain eFORGE 2.0 output for testing the association between either age x sex DMPs or status DMPs for greater spear-nosed bats. The data come from the Horvath 37K methylation array which was run on 330 individuals, approximately 185 females and 145 males. The status comparison uses 85 bachelor and 60 harem males.
DOI: 10.6084/m9.figshare.28461038.v1
title: eFORGE 2.0 output for sex or status DMPs from greater spear-nosed bats.

description: These files contain eFORGE 2.0 output for testing the association between either age x sex DMPs or status DMPs for greater spear-nosed bats. The data come from the Horvath 37K methylation array which was run on 330 individuals, approximately 185 females and 145 males. The status comparison uses 85 bachelor and 60 harem males.
DOI: 10.5281/zenodo.2591173
title: 2013 - London LUMA KSNW Files

description: 2013 - London LUMA KSNW Files



	
Site:
	
Country\City\Location: UK London
	
King's College London K Strand Campus S King's Building KSK
	
Height: Yellow UK tower on roof




	
Sensor:
	
Black Carbon sensor from Ben Barratt LAQN




	
Sensor:
	
RCJ - Royal Courts of Justice ATC - Automated Traffic Counts




	
Sensor:
	
Licor Li840 Co2 and Water




	
Sensor:
	
Type: Radiation data
	
Skye PAR
	
SKYE UVA
	
Skye UVB
	
Kipp and Zonen CNR4
	
Kipp and Zonen CNR1
	
Delta T Device SPN1
	
Eppley Pyrgeometer
	
Note Davis sites also have incoming shortwave radiation




	
Sensor:
	
Licor Li7500 Co2 and Water




	
Files::
	
Gill 3D sonic anemometer




	
Sensor:
	
Webcam - looking at Strand




	
Sensor:
	
Vaisala WXT510 data or Vaisala WXT520 as indicated in files
	
Data structure: See Vaisala WXT510 or WXT530 Manual




	
Sensor:  fine wire thermocouples, unshielded




	
Sensor:Campbell Scientific CSAT Sonic Aneomometer
	
Licor 7500 Gas Analyser CO2 and water




	
Files::
	
Multiple file types of various sensors operating on KSNW
DOI: 10.5281/zenodo.2591174
title: 2013 - London LUMA KSNW Files

description: 2013 - London LUMA KSNW Files



	
Site:
	
Country\City\Location: UK London
	
King's College London K Strand Campus S King's Building KSK
	
Height: Yellow UK tower on roof




	
Sensor:
	
Black Carbon sensor from Ben Barratt LAQN




	
Sensor:
	
RCJ - Royal Courts of Justice ATC - Automated Traffic Counts




	
Sensor:
	
Licor Li840 Co2 and Water




	
Sensor:
	
Type: Radiation data
	
Skye PAR
	
SKYE UVA
	
Skye UVB
	
Kipp and Zonen CNR4
	
Kipp and Zonen CNR1
	
Delta T Device SPN1
	
Eppley Pyrgeometer
	
Note Davis sites also have incoming shortwave radiation




	
Sensor:
	
Licor Li7500 Co2 and Water




	
Files::
	
Gill 3D sonic anemometer




	
Sensor:
	
Webcam - looking at Strand




	
Sensor:
	
Vaisala WXT510 data or Vaisala WXT520 as indicated in files
	
Data structure: See Vaisala WXT510 or WXT530 Manual




	
Sensor:  fine wire thermocouples, unshielded




	
Sensor:Campbell Scientific CSAT Sonic Aneomometer
	
Licor 7500 Gas Analyser CO2 and water




	
Files::
	
Multiple file types of various sensors operating on KSNW
DOI: 10.15468/dl.fyjgj3
title: Occurrence Download

description: A dataset containing 1471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2006",
 "DecimalLongitude is greater than or equal to 10.04",
 "DecimalLongitude is less than or equal to 10.08",
 "DecimalLatitude is greater than or equal to 55.84",
 "DecimalLatitude is less than or equal to 55.87"
 ]
}

 The dataset includes 1471 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002768-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zdz5e
title: Occurrence Download

description: A dataset containing 12185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus terrestris (Linnaeus, 1758), Andrena haemorrhoa (Fabricius, 1781), Xylocopa appendiculata Smith, 1852, Trigona carbonaria Smith, 1854, Melipona beecheii Bennett, 1831, Apis andreniformis Smith, 1857, Apis florea Fabricius, 1787, Apis laboriosa Smith, 1871, Apis dorsata Fabricius, 1793, Apis cerana Fabricius, 1793, Apis mellifera Linnaeus, 1758)",
 "Year is 2008"
 ]
}

 The dataset includes 12185 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002767-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bn7er
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paravandellia oxyptera Miranda Ribeiro, 1912)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002769-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18738/t8/yzjs7y/9otimg
title: sample sizes.txt

description: :unav
DOI: 10.18738/t8/yzjs7y/dsnks4
title: Supplementary Data.xlsx

description: :unav
DOI: 10.18738/t8/yzjs7y/juktic
title: Inverse modeling.txt

description: :unav
DOI: 10.18738/t8/yzjs7y/mixnjr
title: Data Dictionary.pdf

description: :unav
DOI: 10.18738/t8/yzjs7y/nedbya
title: gases.txt

description: :unav
DOI: 10.18738/t8/yzjs7y/qmwg3k
title: ReadMe.txt

description: :unav
DOI: 10.15468/dl.6heunw
title: Occurrence Download

description: A dataset containing 4537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Curvularia lunata (Wakker) Boedijn"
 ]
}

 The dataset includes 4537 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002771-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.2590456
title: 2013 - London GL Weather stations Spatial

description: 2013 - London GL Weather stations Spatial



Country\City\Location: UK London covering large area of Greater London - GL

Type: various spatial datasets of meteorological data. Not observed by us KCL/UR

LHR_EGLL - London Heathrow

Spatial_V2 0 different networks (A-D) from scraping web

GL_WSN

SJP - St James Park

EGLC - London City Airport
DOI: 10.5281/zenodo.2590457
title: 2013 - London GL Weather stations Spatial

description: 2013 - London GL Weather stations Spatial



Country\City\Location: UK London covering large area of Greater London - GL

Type: various spatial datasets of meteorological data. Not observed by us KCL/UR

LHR_EGLL - London Heathrow

Spatial_V2 0 different networks (A-D) from scraping web

GL_WSN

SJP - St James Park

EGLC - London City Airport