cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14620779
title: Radio KPI & Latency Measurement of Cellular and Satellite Networks for Evaluating Multi-Connectivity Solutions in Livestock Transport Monitoring in Rural Areas

description: Data Description

This dataset, developed as part of the Horizon Europe COMMECT project, contains KPI measurements from 5G and satellite links collected by the Denmark Living Lab. The measurement campaign was conducted in the northern part of Denmark to evaluate the performance of a multi-connectivity solution aimed at ensuring seamless connectivity for monitoring livestock transport in rural areas. The dataset focuses on the integration of cellular and satellite links to address connectivity challenges in these regions.

The measurements include data from two 5G NSA (Non-Standalone) cellular operators and a satellite link. Each row represents a recorded data point, capturing critical radio parameters and latency performance.

Included Parameters:



Time: The timestamp indicates when the measurement was recorded.

RSRP (dBm): Reference Signal Received Power, representing the signal strength.

RSRQ (dB): Reference Signal Received Quality, reflecting the signal quality.

SNR (dB): Signal-to-Noise Ratio.

Latency (ms): The two-way time delay measured in milliseconds.


The dataset provides a foundation for analyzing multi-connectivity performance for delay-sensitive applications. It allows researchers to study the impact of latency on critical use cases, such as ensuring timely updates during livestock transport in rural areas. By comparing latency metrics across 5G and satellite links, the dataset helps evaluate the suitability of different network configurations for applications where low latency is crucial to maintaining seamless operations and decision-making.

The dataset is used in the following research papers:



“Connecting Rural Areas: An Empirical Assessment of 5G Terrestrial-LEO Satellite Multi-Connectivity” – This paper details the measurement campaign and its findings.


The dataset is available as a ZIP file containing the processed measurement data and the associated research paper.
DOI: 10.15468/dl.be793v
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028239-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a53247
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028252-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7np-ahc-knr
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kzy-529-jga
title: †Hemipneustes striatoradiatus (Leske, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w3l-rnw-hce
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcv-8g4-gxe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kb8-6lh-r72
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4cd-krz-ptx
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v07-qsa-aad
title: Acanthophyllia Wells, 1937

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/433-axq-0e1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9t-la1-r7k
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/89p-9m8-cv1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/da5-xxq-q4y
title: †Siderolites calcitrapoides Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7vk-vx1-z3b
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/77z-fla-q49
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rn4-r1l-cr7
title: Anomalinidae Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/beh-zh3-0jx
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fcl-e2w-4q0
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9st-6gs-zjt
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zv-8ln-k84
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b5c-k0z-ya0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szj-mdj-95f
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ea-kg4-g8y
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ha9-3ep-b4j
title: Canis lupus familiaris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ah-1xx-z6l
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/598-9ea-gr8
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/81h-zdg-3zk
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4mc-djh-3e7
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxt-7gx-94j
title: †Pygorhytis Pomel, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bqm-996-jqk
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egz-nek-s4j
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yes-3wf-r8t
title: Phillipsia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yaq-64a-m74
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yrl-j1t-psd
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0qe-4lk-fer
title: Squalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9jq-4vn-mam
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtm-c8x-7rc
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c3m-eeh-tza
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ljp-2z5-qx6
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rz4-bch-jpm
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w9x-cmk-xnx
title: Elephantidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fnt6uz
title: Occurrence Download

description: A dataset containing 1207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anemonoides trifolia (L.) Holub"
 ]
}

 The dataset includes 1207 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011033-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw34xt
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-12.04707 35.27061,-5.93412 35.27061,-5.93412 39.43753,-12.04707 39.43753,-12.04707 35.27061))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnodinium catenatum Graham, 1943"
 ]
}

 The dataset includes 247 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011035-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdevwg
title: Occurrence Download

description: A dataset containing 3462 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elona quimperiana (Blainville, 1821)"
 ]
}

 The dataset includes 3462 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011036-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b94z7k
title: Occurrence Download

description: A dataset containing 3554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter brevipes (Severtzov, 1850)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3554 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002158-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5ka9c
title: Occurrence Download

description: A dataset containing 1368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynometra ramiflora L."
 ]
}

 The dataset includes 1368 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002347-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66u48j
title: Occurrence Download

description: A dataset listing the 9155 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "DatasetKey is NSW DPI Biosecurity Collections",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 9155 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002350-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hf2y2
title: Occurrence Download

description: A dataset containing 23268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus fuscus (Rafinesque, 1820))"
 ]
}

 The dataset includes 23268 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002351-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddwhz9
title: Occurrence Download

description: A dataset listing the 12721 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2020-2025"
 ]
}

 The dataset's 12721 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001926-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se8rkc
title: Occurrence Download

description: A dataset containing 102002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is India Biodiversity Portal publication grade dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 102002 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001928-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/162427
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise EN718 using a SeaBird SBE-911+ instrument system onboard the platform RV Endeavor

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/162479
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise EN720 using a SeaBird SBE-911+ instrument system onboard the platform RV Endeavor

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/162496
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise EN721 using a SeaBird SBE-911+ instrument system onboard the platform RV Endeavor

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.9m2kwt
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium grande (Wight) Walp."
 ]
}

 The dataset includes 294 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028581-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk8x8m
title: Occurrence Download

description: A dataset containing 28143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tectona grandis L.f."
 ]
}

 The dataset includes 28143 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028577-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trm4sr
title: Occurrence Download

description: A dataset containing 1163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium aromaticum (L.) Merr. & L.M.Perry"
 ]
}

 The dataset includes 1163 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028579-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w8j45
title: Occurrence Download

description: A dataset containing 11198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephrosia purpurea (L.) Pers."
 ]
}

 The dataset includes 11198 records from 338 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028578-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2u34d
title: Occurrence Download

description: A dataset containing 17690 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium cumini (L.) Skeels"
 ]
}

 The dataset includes 17690 records from 395 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028580-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfemqp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Acalypha arvensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028582-250426092105405/datasets/export for details.
DOI: 10.3886/e197964
title: Data and Code for: Childcare, labor supply, and business development: Experimental evidence from Uganda

description: We randomly offered a childcare subsidy, an equivalent cash grant, or both to mothers of three-to-five-year-old children. The childcare subsidy substantially increased labor supply and earnings of single mothers, highlighting the importance of time constraints for them. Among couples, childcare did not affect mothers’ labor market outcomes but instead increased fathers’ salaried employment. At the household level, childcare led to higher income, consumption and improved child development. Cash grants positively affected mothers’ labor supply and income irrespective of the household structure, suggesting the general importance of credit constraints for women’s business development.
description: Mothers and households of three-to-five-year-old children in 9 districts across Uganda. Smallest Geographic Unit: village
DOI: 10.3886/e197964v1-177948
title: Data and Code for: Childcare, labor supply, and business development: Experimental evidence from Uganda

description: We randomly offered a childcare subsidy, an equivalent cash grant, or both to mothers of three-to-five-year-old children. The childcare subsidy substantially increased labor supply and earnings of single mothers, highlighting the importance of time constraints for them. Among couples, childcare did not affect mothers’ labor market outcomes but instead increased fathers’ salaried employment. At the household level, childcare led to higher income, consumption and improved child development. Cash grants positively affected mothers’ labor supply and income irrespective of the household structure, suggesting the general importance of credit constraints for women’s business development.
description: Mothers and households of three-to-five-year-old children in 9 districts across Uganda. Smallest Geographic Unit: village
DOI: 10.15468/dl.wdh2td
title: Occurrence Download

description: A dataset containing 1155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctinomops femorosaccus (Merriam, 1889)"
 ]
}

 The dataset includes 1155 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028586-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eep3xh
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.69758 16.56251,-94.68216 16.55706,-94.6705 16.57984,-94.68699 16.58503,-94.69758 16.56251))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 70 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028587-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s5y23
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Acalypha arvensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028585-250426092105405/datasets/export for details.
DOI: 10.3886/e228344
title: Data and Code for : Local Heterogeneity in Artificial Intelligence Jobs Over Time and Space

description: In this paper, we try to understand the spatial and temporal predictors of AI adoption between 2014 and 2023. Specifically, we run a horse-race among demographic,innovation, and industry factors.
description: All counties in the United States.
DOI: 10.3886/e228344v1
title: Data and Code for : Local Heterogeneity in Artificial Intelligence Jobs Over Time and Space

description: In this paper, we try to understand the spatial and temporal predictors of AI adoption between 2014 and 2023. Specifically, we run a horse-race among demographic,innovation, and industry factors.
description: All counties in the United States.
DOI: 10.15468/dl.59fs9p
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithonyssus sylviarum (Canestrini & Fanzago, 1877)"
 ]
}

 The dataset includes 1214 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028588-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtcbwe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Sudan, South Sudan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea aquatica Forssk."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028589-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14765453
title: Datasets for RIGNO

description: This folder contains datasets for "RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domains." Please see the readme.md file for instructions on how to use these files.