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

description: A dataset containing 1037 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osyris quadripartita",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 1037 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017930-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcfem2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Myodes gapperi",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017902-250711103210423/datasets/export for details.
DOI: 10.15468/dl.yvkasz
title: Occurrence Download

description: A dataset containing 1554031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Setophaga magnolia)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 1554031 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017894-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph9zn4
title: Occurrence Download

description: A dataset containing 134382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NABU|naturgucker",
 "GadmGid is DEU.9.34_1"
 ]
}

 The dataset includes 134382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017906-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzg83r
title: Occurrence Download

description: A dataset containing 176002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Setophaga magnolia)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 176002 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017895-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g44jd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Microtus ochrogaster",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017901-250711103210423/datasets/export for details.
DOI: 10.15468/dl.nccqsp
title: Occurrence Download

description: A dataset containing 1629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "TaxonKey is Cordia lutea"
 ]
}

 The dataset includes 1629 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017932-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb9rvh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus crassiusculus, Xylosandrus crassiusculus, Anoplophora glabripennis, Pulvinaria hydrangeae, Agrilus planipennis)",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "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",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017933-250711103210423/datasets/export for details.
DOI: 10.15468/dl.ckvsaf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Napaeozapus insignis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017903-250711103210423/datasets/export for details.
DOI: 10.15468/dl.hr9n7t
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aethiomastacembelus congicus"
 ]
}

 The dataset includes 197 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017931-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/hdb4j6
title: Immunity against SARS-CoV-2 in immune-suppressed patients: increased risk of insufficient immunological memory or sufficient protection against re-infection - a Target to B! substudy
title: T2B! immunity after SARS-CoV-2

description: Observational, prospective, multicenter study on immunity and immune responses against SARS-CoV-2 in patients with inflammatory disorders
description: Castor
description: CSV files serology
description: cellular analyses
description: main articles of this project, describing overall methodology related to clinical studies, antibody and cellular studies
DOI: 10.15468/dl.rpx98h
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus crassiusculus, Xylosandrus crassiusculus, Anoplophora glabripennis, Pulvinaria hydrangeae, Agrilus planipennis)",
 "Year is one of (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017934-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkxnx5
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria crassistigma"
 ]
}

 The dataset includes 33 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017935-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x788me
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017936-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15922613
title: Programmable and somatosensory thermoresponsive soft robots
DOI: 10.15468/dl.6vq63z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus crassiusculus, Xylosandrus crassiusculus, Anoplophora glabripennis, Pulvinaria hydrangeae, Agrilus planipennis)",
 "Year is one of (2020, 2021, 2022, 2023, 2024)",
 "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",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017938-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.15922464
title: Nigeria Hospitality Research
DOI: 10.5281/zenodo.15922465
title: Nigeria Hospitality Research
DOI: 10.15468/dl.tpqufr
title: Occurrence Download

description: A dataset containing 130470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130470 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017912-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymnp5r
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microthlaspi mediterraneo-orientale"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017940-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qe4gdp
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xylosandrus crassiusculus, Xylosandrus crassiusculus, Anoplophora glabripennis, Pulvinaria hydrangeae, Agrilus planipennis)",
 "Year is one of (2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "DecimalLatitude is greater than or equal to 44.95782311925129",
 "DecimalLatitude is less than or equal to 58.30331634439415",
 "DecimalLongitude is greater than or equal to -10.001896207643075",
 "DecimalLongitude is less than or equal to 30.31691447027875",
 "Year is not null",
 "HasCoordinate is TRUE",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017937-250711103210423/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.cc2mdzrs
title: CCDC 2425556: Experimental Crystal Structure Determination

description: Related Article: Avinash Madhesiya, Saroj Maji, Gautam Panda, Tejender S. Thakur|2025|Cryst.Growth Des.|25|3394|doi:10.1021/acs.cgd.5c00219
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.ey9s3n
title: Occurrence Download

description: A dataset containing 287744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Macaulay Library Audio and Video Collection)",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Ramphastos sulfuratus"
 ]
}

 The dataset includes 287744 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017871-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xafdxu
title: Occurrence Download

description: A dataset containing 5222918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5222918 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017911-250711103210423/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.29149787
title: <b>UPLC-QTOF-MS Analysis of YXYS </b><b>Granules</b>

description: The YXYS extract was analyzed to identify its composition using a UPLC system coupled with a QTOF mass spectrometer. Both positive and negative ionization modes were employed for the analysis. The voltage settings were optimized, with a capillary voltage of +3.0 kV for positive mode and −2.5 kV for negative mode, alongside a sample cone voltage of 40 V and a source offset voltage range of 20–80 V.
DOI: 10.6084/m9.figshare.29149787.v1
title: <b>UPLC-QTOF-MS Analysis of YXYS </b><b>Granules</b>

description: The YXYS extract was analyzed to identify its composition using a UPLC system coupled with a QTOF mass spectrometer. Both positive and negative ionization modes were employed for the analysis. The voltage settings were optimized, with a capillary voltage of +3.0 kV for positive mode and −2.5 kV for negative mode, alongside a sample cone voltage of 40 V and a source offset voltage range of 20–80 V.
DOI: 10.5281/zenodo.15519670
title: 2016 - Reading URAO - L0, L1, L2

description: University of Reading Atmospheric Observatroy (URAO)

Data levels: L0, L1, L2

City: Reading

Site: URAO
DOI: 10.5281/zenodo.15519671
title: 2016 - Reading URAO - L0, L1, L2

description: University of Reading Atmospheric Observatroy (URAO)

Data levels: L0, L1, L2

City: Reading

Site: URAO
DOI: 10.15468/dl.fpvuvc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UF FLMNH Ichthyology",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001949-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyz6qx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Crustacea collection (TSZCr) The Arctic University Museum of Norway",
 "Country is Croatia"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001952-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4prvet
title: Occurrence Download

description: A dataset containing 91439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campylopus introflexus (Hedw.) Brid."
 ]
}

 The dataset includes 91439 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001948-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgpfb2
title: Occurrence Download

description: A dataset containing 11800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Pl@ntNet observations",
 "Country is Croatia"
 ]
}

 The dataset includes 11800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14212400
title: A Multi-Day, Multi-Floor, Multi-Environment 2.4 GHz Wi-Fi CSI Dataset for Fingerprint-Based Indoor Positioning and Temporal Stability Analysis
title: Supplementary materials for "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing"

description: The repository contains the data (and basic code to read it) for the paper "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing".

Two datasets are being released:



The first one, namely "Our novel IP (Indoor positioning) dataset" (see paper Section 4.3), provides CSI-based indoor positioning data collected with an ESP32S2 micro-controller in passive sniffing mode considering 21 reference points at a residential location spanning three floors. Data collection was repeated twice, on two separate days, capturing realistic conditions including random device orientations, and uncontrolled Wi-Fi access point.

The second one, namely "Our novel CSI signal temporal stability dataset" (see paper Section 4.4),  supports studies on CSI signal stability over time, collected continuously over a period of more than three weeks in a controlled 30 m² laboratory environment. Data includes 5,769,240 CSI samples captured under varying occupancy conditions, including workdays, weekends, and holidays, enabling comprehensive temporal analysis. Thid data is paired with historical weather temperature data as recorded by an outdoor weather station placed at ∼7km distance from the University.


If you use this data, please, cite the main paper as well:

@article{brunello2025time,
  title={Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing},
  author={Brunello, Andrea and Montanari, Angelo and Montoliu, Ra{\'u}l and Moreira, Adriano and Saccomanno, Nicola and Sansano-Sansano, Emilio and Torres-Sospedra, Joaqu{\'\i}n},
  journal={Internet of Things},
  pages={101634},
  year={2025},
  publisher={Elsevier}
}
DOI: 10.5281/zenodo.14212401
title: A Multi-Day, Multi-Floor, Multi-Environment 2.4 GHz Wi-Fi CSI Dataset for Fingerprint-Based Indoor Positioning and Temporal Stability Analysis
title: Supplementary materials for "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing"

description: The repository contains the data (and basic code to read it) for the paper "Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing".

Two datasets are being released:



The first one, namely "Our novel IP (Indoor positioning) dataset" (see paper Section 4.3), provides CSI-based indoor positioning data collected with an ESP32S2 micro-controller in passive sniffing mode considering 21 reference points at a residential location spanning three floors. Data collection was repeated twice, on two separate days, capturing realistic conditions including random device orientations, and uncontrolled Wi-Fi access point.

The second one, namely "Our novel CSI signal temporal stability dataset" (see paper Section 4.4),  supports studies on CSI signal stability over time, collected continuously over a period of more than three weeks in a controlled 30 m² laboratory environment. Data includes 5,769,240 CSI samples captured under varying occupancy conditions, including workdays, weekends, and holidays, enabling comprehensive temporal analysis. Thid data is paired with historical weather temperature data as recorded by an outdoor weather station placed at ∼7km distance from the University.


If you use this data, please, cite the main paper as well:

@article{brunello2025time,
  title={Time matters: Empirical insights into the limits and challenges of temporal generalization in CSI-based Wi-Fi sensing},
  author={Brunello, Andrea and Montanari, Angelo and Montoliu, Ra{\'u}l and Moreira, Adriano and Saccomanno, Nicola and Sansano-Sansano, Emilio and Torres-Sospedra, Joaqu{\'\i}n},
  journal={Internet of Things},
  pages={101634},
  year={2025},
  publisher={Elsevier}
}
DOI: 10.15468/dl.ubfws2
title: Occurrence Download

description: A dataset containing 1296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lebeda nobilis Walker, 1855"
 ]
}

 The dataset includes 1296 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001954-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87uex4
title: Occurrence Download

description: A dataset containing 11406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus jarrovii Cope, 1875"
 ]
}

 The dataset includes 11406 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001955-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t7t27
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus lemosespinali Lara-Góngora, 2004"
 ]
}

 The dataset includes 67 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001956-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uen5pk
title: Occurrence Download

description: A dataset containing 22262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strongylura marina (Walbaum, 1792)"
 ]
}

 The dataset includes 22262 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001957-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15520368
title: Cochlear_Registration_Activation_Maps_Segnet