cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27245481.v3
title: ab_rsmi_data.zip

description: This repository contains the data used to generate the results in the paper "Compression theory for inhomogeneous systems".<br>Structure of the repository:<b>Data</b>The included data directories are as follows:<br><b>Graph structure details of the Ammann-Beenker tiling</b> are provided in `quasiperiodic_data/`.<br> `quasiperiodic_data/nodedata.dat` stores the node indices and their coordinates.<br> `quasiperiodic_data/edgedata.dat` stores the list of edges as tuples of node indices.<br> `quasiperiodic_data/order_of_8vtx.dat` and `quasiperiodic_data/regions/` store special symmetric nodes and regions like membranes and empires.<b>Monte Carlo configurations of dimer coverings</b> are provided in `data/`.<br> `data/configs/` stores the raw samples of dimer coverings in binary format.<br> `data/EandV/` stores extracted V and E configurations in `.npy` files.<b>Examples of RSMI-NE optimised coarse graining filters</b> are provided in `paper_data/`.<b>Software toolbox</b>This repository also includes software to prepare the data in a format that can be used by [`rsmine`](https://github.com/RSMI-NE/RSMI-NE).1-<b> Data preparation</b><br> `data_generation.ipynb` processes the raw sample datasets in `data/` to extract the V and E configurations for `rsmine` and write them into `.npy` files stored in `data/EandV/`. Each choice of coarse graining block and environment is labelled by a unique "case" number. <br> E.g. `'case_no': 51` corresponds to the four-fold deflation of the central 8-vertex using the canonical 8-star tile of the AB quasicrystal.<br> `special_vertices.ipynb` contains the details of how to construct these canonical tiles for each neighbourhood and scale transformation.`ab_rsmi_regions.ipynb` visualises V and E regions on the Ammann-Beenker tiling by taking the 'case_no', and neighbourhood index, i.e. the index of the central node for the coarse grained block V.2-<b> Analysis of RSMI-NE results</b> `clocks.ipynb` contains code that identifies coarse-grained clock variables.<br>
DOI: 10.15468/dl.qbgma8
title: Occurrence Download

description: A dataset containing 1863 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Prionychus ater (Fabricius, 1775)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1863 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019276-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exg9pz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nesocaryum stylosum (Phil.) I.M.Johnst."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019277-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39n5bw
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balmea stormae Martínez"
 ]
}

 The dataset includes 51 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019280-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f97ec
title: Occurrence Download

description: A dataset containing 1684 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Isomira murina (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 1684 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019278-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqtgj8
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mycetochara flavipes (Fabricius, 1792)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 666 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019281-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enr99u
title: Occurrence Download

description: A dataset containing 575 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mycetochara axillaris (Paykull, 1799)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 575 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019282-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgnb6n
title: Occurrence Download

description: A dataset containing 4507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Tayassu pecari (Link, 1795)"
 ]
}

 The dataset includes 4507 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019284-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e95sxc
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mycetochara humeralis (Fabricius, 1787)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 394 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019285-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpdsqc
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "Geometry POLYGON((107.45799 13.14735,107.99592 13.1411,107.99592 13.65401,107.4705 13.65713,107.45799 13.14735))",
 "Year 2010-2024"
 ]
}

 The dataset includes 70 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019286-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w9hn6
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Mycetochara obscura (Zetterstedt, 1838)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 34, 42 34, 42 70, -26 70, -26 34))"
 ]
}

 The dataset includes 187 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019288-241007104925546/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.27245745
title: Table S1_168genes

description: Table S1 (Supplementary Table 1): 168 genes identified in a previous meta-analysis (DOI: https://doi.org/10.1038/s41531-024-00776-1)
DOI: 10.6084/m9.figshare.27245745.v1
title: Table S1_168genes

description: Table S1 (Supplementary Table 1): 168 genes identified in a previous meta-analysis (DOI: https://doi.org/10.1038/s41531-024-00776-1)
DOI: 10.15468/dl.j2yytz
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptantha argentea I.M.Johnst."
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019289-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.742892
title: Occurrence Download

description: A dataset containing 2634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenga engleri Becc.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2634 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061048-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/f33y-yy32
title: U.S. and China Flight Delay Datasets(including delay, weather categories, airport features, and aviation network crowdedness matrices)

description: The U.S. delay dataset is collected from Kaggle(https://www.kaggle.com/datasets/robikscube/flight-delay-dataset-20182022), covering three years of flight data from January 1, 2017, to December 31, 2019. The dataset originally collected includes data from 360 airports. We remove airports with fewer annual flight numbers and select data from 75 medium and large airports for our experiments. The weather dataset summarizes 12 weather categories, including normal weather, light rain, moderate rain, heavy rain, light snow, heavy snow, moderate fog, severe fog, precipitation, storm, hail, and severe cold. The China delay dataset was collected from Xiecheng(https://pan.baidu.com/s/1dEPyMGh\#list/path=\%2F), covering two years of flight data from May 1, 2015, to June 1, 2017. We select airports with a total number of flights exceeding 10000. From related special event data, 10 weather categories are obtained, including normal weather, thunderstorms, cloud, thunder, fog, strong winds, storms, snow, and severe convective weather. During the experiment, we only consider flight records between 6:00 AM and 11:59 PM, as very few flights were observed outside this time frame.
DOI: 10.14473/csda/eykpyz
title: Czech society's use of digital technologies in a health context

description: Cílem výzkumu bylo zmapovat používání digitálních technologií pro zdravotní účely u českých dospělých. Respondentů jsme se ptali na jejich návyky v používání mHealth aplikací, vyhledávání informací o zdraví na internetu či ochotu používat pro tyto účely umělou inteligenci. Dále jsme se zaměřili na psychologické proměnné, jako je zdravotní úzkost a kyberchondrie či důvěra v jednotlivé technologie, a fyzický stav, například BMI, subjektivně vnímaný zdravotní stav či fyzická aktivita. Sběr dat proběhl na podzim 2023. Zúčastnilo se ho 4 775 respondentů starších 18 let (50 % žen), kteří reprezentují českou společnost z hlediska vzdělání, bydliště a příjmu).
description: DATA A INFORMACE K TOMUTO VÝZKUMU JSOU ZATÍM PŘÍSTUPNÁ POUZE PRO VÝZKUMNÍKY PROJEKTU SYRI. PO UKONČENÍ TOHOTO PROJEKTU (KONEC ROKU 2025) BUDOU DATA A VŠECHNY DALŠÍ DOKUMENTY ZVEŘEJNĚNY PRO OSTATNÍ UŽIVATELE DATOVÉHO ARCHIVU.
DOI: 10.5281/zenodo.14505963
title: Reproduction package for "Demonstration of Ultra-Sensitive KIDs for Future THz Space Borne Polarimeters",

description: Reproduction package for "Demonstration of Ultra-Sensitive KIDs for Future THz Space Borne Polarimeters", S. J. C. Yates et al submitted to IEEE Transactions on THz Science and Technology, 2025.

Data format MATLAB v7.3 .mat files, hdf5 compatible. Scripts in MATLAB to reproduce figures, example python script to read in data.
DOI: 10.5517/ccdc.csd.cc2knn41
title: CCDC 2373333: Experimental Crystal Structure Determination

description: Related Article: Brett M. Lucht, Richard J. Monsky, Michael C. Rosko, Joseph M. Tanski, Jocelyn M. Nadeau|2025|Tetrahedron|170|134382|doi:10.1016/j.tet.2024.134382
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.cc2knn52
title: CCDC 2373334: Experimental Crystal Structure Determination

description: Related Article: Brett M. Lucht, Richard J. Monsky, Michael C. Rosko, Joseph M. Tanski, Jocelyn M. Nadeau|2025|Tetrahedron|170|134382|doi:10.1016/j.tet.2024.134382
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.cc2knn63
title: CCDC 2373335: Experimental Crystal Structure Determination

description: Related Article: Brett M. Lucht, Richard J. Monsky, Michael C. Rosko, Joseph M. Tanski, Jocelyn M. Nadeau|2025|Tetrahedron|170|134382|doi:10.1016/j.tet.2024.134382
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.779wfu
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenga pinnata (Wurmb) Merr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 259 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061050-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2m1fvz
title: CCDC 2414461: Experimental Crystal Structure Determination

description: Related Article: Huaxuan Zhang|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: 10.6084/m9.figshare.28156310
title: Dataset_From Social Media to Sustainability: The Role of Informational Social Influence in Green Consumer Decisions Online

description: This data covers responses aimed at investigating the mechanisms through which exposure to green content on social media drives green purchase intentions.
DOI: 10.15468/dl.b74tf2
title: Occurrence Download

description: A dataset containing 5525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artocarpus altilis (Parkinson) Fosberg",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5525 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061051-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10402473
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.z7kh7p
title: Occurrence Download

description: A dataset containing 2593837 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is 2023 Contributions of Plant Specimen Data inside China"
 ]
}

 The dataset includes 2593837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061046-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hba9va
title: Occurrence Download

description: A dataset containing 102847005 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 102847005 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061011-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cny78r
title: Occurrence Download

description: A dataset containing 49787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artocarpus heterophyllus Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49787 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061052-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4hjgj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sclerodermus sichuanensis"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061053-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67n5gm
title: Occurrence Download

description: A dataset containing 4399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Arecaceae"
 ]
}

 The dataset includes 4399 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061054-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcd8aj
title: Occurrence Download

description: A dataset containing 132983 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyrinidae"
 ]
}

 The dataset includes 132983 records from 790 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061047-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt4ysx
title: Occurrence Download

description: A dataset listing the 92 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "DatasetKey is one of (ZFMK Herpetology collection, CAS Herpetology (HERP), INSDC Sequences, Field Museum of Natural History (Zoology) Amphibian and Reptile Collection, Collection Herpetology SMF, MVZ Herp Collection (Arctos), naturgucker, Naturalis Biodiversity Center (NL) - Amphibia and Reptilia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset's 92 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061049-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y62xw
title: Occurrence Download

description: A dataset containing 27627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asimina triloba (L.) Dunal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27627 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061055-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.