cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25919/7aax-bm21
title: Parkes observations for project P1338 semester 2025APRS_35

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The repeating FRB 20240114A was recently discovered by CHIME/FRB, which has been seen to have an exceptionally high burst activity. Such extreme burst activity has not been seen in any other source. The repeating FRBs, such as FRB 20240114A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. The previous Parkes/Murriyang source follow-up has also revealed intriguing spectro-polarimetric properties, such as frequency-dependent evolution of burst central frequency or chromaticity, a possible activity window, significantly large circular polarisation (CP), and frequency-dependent CP. These properties hold the key towards understanding the circumburst environment of the FRBs, and test possible progenitor models. A large bandwidth instrument with reliable polarimetry has been critical in uncovering these properties. The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the source's wideband spectro-temporal and polarimetric behaviour. We propose a campaign to regularly follow up FRB 20240114A to ascertain its long-term evolution of spectro-temporal properties.
DOI: 10.15468/dl.wcfedv
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054157-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hx34e
title: Occurrence Download

description: A dataset containing 416192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila chrysaetos",
 "Year 1000-2025"
 ]
}

 The dataset includes 416192 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054125-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytsr5u
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 201 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054158-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gss5wk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Liechtenstein",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054162-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kty6wt
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 309 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054165-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.774dcu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054163-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byzucy
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus tremula",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054164-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntyw3a
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054166-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16478531
title: Green Pepper Point Cloud Dataset for Calyx Segmentation

description: This dataset contains 3D point cloud data of green peppers acquired using an RGB-D camera from a single top-down view under controlled conditions. It includes samples from four commonly consumed varieties: sweet pepper (Oigochu), long green pepper, Cheongyang pepper, and Shishito pepper. Each PCD file is labeled with variety information and preprocessed to remove outliers and normalize coordinates.

For segmentation, each point in the PCD files is labeled as either 0 = pericarp (edible body) or 1 = calyx (non-edible part). The dataset was used to train and evaluate variety-specific 3D deep learning models for segmentation and edible mass estimation.

If you use this dataset, please cite the following paper (currently under review):  A 3D deep learning framework for non-destructive estimation of edible mass in green peppers with attached calyx, Yang et al., 2025.
DOI: 10.5281/zenodo.16478532
title: Green Pepper Point Cloud Dataset for Calyx Segmentation

description: This dataset contains 3D point cloud data of green peppers acquired using an RGB-D camera from a single top-down view under controlled conditions. It includes samples from four commonly consumed varieties: sweet pepper (Oigochu), long green pepper, Cheongyang pepper, and Shishito pepper. Each PCD file is labeled with variety information and preprocessed to remove outliers and normalize coordinates.

For segmentation, each point in the PCD files is labeled as either 0 = pericarp (edible body) or 1 = calyx (non-edible part). The dataset was used to train and evaluate variety-specific 3D deep learning models for segmentation and edible mass estimation.

If you use this dataset, please cite the following paper (currently under review):  A 3D deep learning framework for non-destructive estimation of edible mass in green peppers with attached calyx, Yang et al., 2025.
DOI: 10.15468/dl.n7pg3c
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054167-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14029377
title: Two-Way-Ranging-based Cooperative Localization with an Open UWB Dataset from Bern-University (TWR-CLOUD-Bern)

description: TWR-CLOUD-Bern is the largest open-access, standardized dataset to date in terms of cooperative nodes performing cross-ranging, designed for researchers in wireless sensor networks (WSN), collaborative localization, and ultra-wideband (UWB) positioning. It enables fair and reproducible evaluations of localization methods by providing a comprehensive dataset and evaluation framework that captures real-world environments.

The complete technical documentation is available at twr-cloud.inf.unibe.ch
DOI: 10.5281/zenodo.16476264
title: Two-Way-Ranging-based Cooperative Localization with an Open UWB Dataset from Bern-University (TWR-CLOUD-Bern)

description: TWR-CLOUD-Bern is the largest open-access, standardized dataset to date in terms of cooperative nodes performing cross-ranging, designed for researchers in wireless sensor networks (WSN), collaborative localization, and ultra-wideband (UWB) positioning. It enables fair and reproducible evaluations of localization methods by providing a comprehensive dataset and evaluation framework that captures real-world environments.

The complete technical documentation is available at twr-cloud.inf.unibe.ch
DOI: 10.15468/dl.ep8jcv
title: Occurrence Download

description: A dataset containing 736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 736 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054168-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zw2hz
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "Country is Mexico",
 "TaxonKey is Verbesina coahuilensis"
 ]
}

 The dataset includes 148 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054169-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrnttj
title: Occurrence Download

description: A dataset containing 6014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6014 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054170-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdc2xs
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix matsudana",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054171-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqftpe
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 604 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054173-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8qje9
title: Occurrence Download

description: A dataset containing 619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 619 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054172-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgpcaj
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054174-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pub6at
title: Occurrence Download

description: A dataset containing 1882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1882 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054175-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16477533
title: Comprehensive assessment of clay soil stabilized by phosphate tailings: laboratory research, microscopic mechanism, and numerical simulation

description: The production of phosphate tailings (PT) is increasing, but utilization remains a challenge. In this study, PT was mixed with clay and stabilized with lime to prepare phosphate tailings stabilized soil (PTSS). Laboratory and microscopic tests were conducted to investigate the mechanical properties and mechanism of PTSS. Numerical simulation was used to analyze the deformation and dynamic response of PTSS.The optimal proportion was selected for field application. The results show that PTSS with 30% PT content has splendid mechanical properties, with unconfined compressive strength, California bearing ratio, and resilient modulus values of 0.55 MPa, 47.31%, and 71.49 MPa, respectively, well correlated among the three. The strength of PTSS is primarily influenced by particle gradation and the hydration reaction and pozzolanic reaction of lime with clay. The actual road performance was higher than the laboratory values.The sustainability indicators indicate that PTSS is an environmentally friendly and cost-effective subgrade material.
DOI: 10.5281/zenodo.16477534
title: Comprehensive assessment of clay soil stabilized by phosphate tailings: laboratory research, microscopic mechanism, and numerical simulation

description: The production of phosphate tailings (PT) is increasing, but utilization remains a challenge. In this study, PT was mixed with clay and stabilized with lime to prepare phosphate tailings stabilized soil (PTSS). Laboratory and microscopic tests were conducted to investigate the mechanical properties and mechanism of PTSS. Numerical simulation was used to analyze the deformation and dynamic response of PTSS.The optimal proportion was selected for field application. The results show that PTSS with 30% PT content has splendid mechanical properties, with unconfined compressive strength, California bearing ratio, and resilient modulus values of 0.55 MPa, 47.31%, and 71.49 MPa, respectively, well correlated among the three. The strength of PTSS is primarily influenced by particle gradation and the hydration reaction and pozzolanic reaction of lime with clay. The actual road performance was higher than the laboratory values.The sustainability indicators indicate that PTSS is an environmentally friendly and cost-effective subgrade material.
DOI: 10.15468/dl.mn93mp
title: Occurrence Download

description: A dataset containing 3660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nylanderia flavipes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3660 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054176-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntvcn8
title: Occurrence Download

description: A dataset containing 779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strumigenys emmae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 779 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054177-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn677b
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Tanzania, United Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 301 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054178-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjm4zu
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054179-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63f9un
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054180-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srrdbt
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054181-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyqqp2
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix pentandra",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 275 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054183-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kbkpw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heracleum sosnowskyi",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054182-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa8h79
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 157 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054184-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwwsbk
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054185-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkc86f
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Papaver somniferum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 620 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054186-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n45h83
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium strumarium",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054187-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8tdw7
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens connata",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054190-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hyfxsr
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix sepulcralis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 94 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054189-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.