cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15678397
title: AOL4FOLTR
title: A Large-Scale Web Search Dataset for Federated Online Learning to Rank

description: AOL4FOLTR is the first learning-to-rank (LTR) dataset designed specifically for evaluating federated online learning-to-rank (FOLTR) algorithms.

Including user identifiers and timestamps, this dataset allows for the simulation of real user behavior with heterogeneous data and in asynchronous federated learning settings.

The dataset consists of two files



letor.txt.gz (55G uncompressed)

metadata.csv


letor.txt contains the query-document pairs for all query logs in standard LETOR format. Each query-document pair holds a binary label derived from user clicks, and is further represented by a 103-dimensional vector. We document the features in our code repository.

The query logs are cross-referenced (by qid) in metadata.csv, where contextual information is provided. This includes the user, timestamp, raw query, the target document ID, and a list of 20 candidate documents.

The document IDs and user IDs directly map to the AOL-IA dataset; the query IDs do not. For access to the raw document contents, please refer to this dataset.
DOI: 10.5281/zenodo.15689455
title: AOL4FOLTR
title: A Large-Scale Web Search Dataset for Federated Online Learning to Rank

description: AOL4FOLTR is the first learning-to-rank (LTR) dataset designed specifically for evaluating federated online learning-to-rank (FOLTR) algorithms.

Including user identifiers and timestamps, this dataset allows for the simulation of real user behavior with heterogeneous data and in asynchronous federated learning settings.

The dataset consists of two files



letor.txt.gz (55G uncompressed)

metadata.csv


letor.txt contains the query-document pairs for all query logs in standard LETOR format. Each query-document pair holds a binary label derived from user clicks, and is further represented by a 103-dimensional vector. We document the features in our code repository.

The query logs are cross-referenced (by qid) in metadata.csv, where contextual information is provided. This includes the user, timestamp, raw query, the target document ID, and a list of 20 candidate documents.

The document IDs and user IDs directly map to the AOL-IA dataset; the query IDs do not. For access to the raw document contents, please refer to this dataset.
DOI: 10.5281/zenodo.10054818
title: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium)

description: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium) is a bird tracking dataset published by the Research Institute for Nature and Forest (INBO). It contains animal tracking data collected by the LifeWatch GPS tracking network for large birds (http://lifewatch.be/en/gps-tracking-network-large-birds) for the project/study MEDGULL_ANTWERPEN, using trackers developed by Ornitela (https://www.ornitela.com). The study has been operational since 2021. In total 14 individuals of Mediterranean gull (Ichthyaetus melanocephalus) have been tagged in their breeding area near the city of Antwerp (Belgium), mainly to study their habitat use and migration behaviour. Data are automatically synced with Movebank and from there periodically archived on Zenodo (see https://github.com/inbo/bird-tracking).

Files

Data in this package are exported from Movebank study 1609400843. Fields in the data follow the Movebank Attribute Dictionary and are described in datapackage.json. Files are structured as a Frictionless Data Package. You can access all data in R via https://zenodo.org/records/10054818/files/datapackage.json using frictionless.



datapackage.json: technical description of the data files.

MEDGULL_ANTWERPEN-reference-data.csv: reference data about the animals, tags and deployments.

MEDGULL_ANTWERPEN-gps-yyyy.csv.gz: GPS data recorded by the tags, grouped by year.


Acknowledgements

This dataset was collected using infrastructure provided by INBO and funded by Research Foundation - Flanders (FWO) as part of the Belgian contribution to LifeWatch.
description: Changelog



Add data from 2022.

Add project-id and deploy-on-measurements to the reference-data.

Reference the latest Movebank Attribute Dictionary.
DOI: 10.15468/dl.r2a4kc
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.87163 46.46572,24.86502 41.27021,29.8663 41.22165,39.14054 46.17438,40.50011 49.86466,25.25346 49.62188,14.03698 48.35942,12.87163 46.46572))",
 "TaxonKey is Mus spicilegus Petényi, 1882"
 ]
}

 The dataset includes 589 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054135-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15462749
title: Dataset to "Techno-economic optimization of hybrid steam–electric energy systems with excess heat utilization and reserve market participation"

description: Base dataset and results for the paper "Techno-economic optimization of hybrid steam–electric energy systemswith excess heat utilization and reserve market participation"Description of files

Input data



data.csv. Input data to the numerical model for the year of 2024. The columns are as follows



date

Time (h)

Steam demand (kg/h)

Spot price DE (EUR/kWh)

Spot price NO3 (EUR/kWh)

Grid tariff DE (EUR/kWh)

Grid tariff NO3 (EUR/kWh)

FCR NO3 (EUR/kW)

FCR DE (EUR/kW)

FCR bid acceptance




Results



results_DE_grid_search.csv and results_NO3_grid_search. Results from grid search.

results_DE_sensitivity.csv and results_NO3_sensitivity.csv.. Results from sensitivity to cost factors.

district_DE.csv and district_NO3.csv. Results from grid search with various levels of preheating of inlet water.

If the row contains "inf" and empty cells the optimization was not able to find a solution, and the configuration is likely not able to meet the steam demand

The rows in the results are as follows



Qb. Size of BESS in kWh

yb. C-rate of BESS

Msa. Size of steam accumulator in kg of steam

Peb. Size of electrode boiler in W

investment cost in EUR

annual maintainance cost in EUR

npv (net present value) in EUR

total annual cost in EUR

initial cost in EUR

annual spot cost in EUR

annual grid tariff volume component in EUR

annual grid tariff capacity component in EUR

annual fcr profits in EUR

depreciation rate

lifetime in years

maintainance rate

T0 in K
DOI: 10.5281/zenodo.15462750
title: Dataset to "Techno-economic optimization of hybrid steam–electric energy systems with excess heat utilization and reserve market participation"

description: Base dataset and results for the paper "Techno-economic optimization of hybrid steam–electric energy systemswith excess heat utilization and reserve market participation"Description of files

Input data



data.csv. Input data to the numerical model for the year of 2024. The columns are as follows



date

Time (h)

Steam demand (kg/h)

Spot price DE (EUR/kWh)

Spot price NO3 (EUR/kWh)

Grid tariff DE (EUR/kWh)

Grid tariff NO3 (EUR/kWh)

FCR NO3 (EUR/kW)

FCR DE (EUR/kW)

FCR bid acceptance




Results



results_DE_grid_search.csv and results_NO3_grid_search. Results from grid search.

results_DE_sensitivity.csv and results_NO3_sensitivity.csv.. Results from sensitivity to cost factors.

district_DE.csv and district_NO3.csv. Results from grid search with various levels of preheating of inlet water.

If the row contains "inf" and empty cells the optimization was not able to find a solution, and the configuration is likely not able to meet the steam demand

The rows in the results are as follows



Qb. Size of BESS in kWh

yb. C-rate of BESS

Msa. Size of steam accumulator in kg of steam

Peb. Size of electrode boiler in W

investment cost in EUR

annual maintainance cost in EUR

npv (net present value) in EUR

total annual cost in EUR

initial cost in EUR

annual spot cost in EUR

annual grid tariff volume component in EUR

annual grid tariff capacity component in EUR

annual fcr profits in EUR

depreciation rate

lifetime in years

maintainance rate

T0 in K
DOI: 10.57780/prv-c7571b0
title: HIGHWAY_PROBAV_L3_S1_TOA_333M

description: Proba-V data in cloud-native format: S1 333M TOA
DOI: 10.5281/zenodo.15689819
title: DATASET FOR STUDY: Comparison of Short-term Effects of Eccentric Quasi-Isometric and Isokinetic Heavy-Slow Resistance Exercise on Pain, Range of Motion, and Strength Performance of Ankle Plantar Flexors

description: PURPOSE: Recently, there has been a growing interest in optimising exercise protocols in sports training and rehabilitation, with an increasing emphasis on eccentric quasi-isometric contraction, which involves maintaining joint/body position until isometric failure and resisting during the next eccentric phase. However, the research comparing EQI with other exercise modes is scarce. This study compared the short-term effects of ankle plantar flexors after executing either EQI or isokinetic heavy-slow resistance (IHSR) protocols on pain, range of motion (RoM), and strength performance. METHODS: A quasi-randomized study with 32 physically active participants divided into EQI (n = 16) and IHSR (n = 16) groups assessed outcomes at four-time points (pre-protocol, immediately post-protocol, 24- and 48-hour follow-ups), with each groups performing 3 sets of the exercise, interspersed with 3-min breaks. The primary outcomes were pain, ankle range of motion, strength performance and total impulse. RESULTS: The EQI group achieved significantly greater total impulse (p = 0.028), shorter time under tension (p = 0.001), and lower effort scores (p < 0.001). Group × time interaction revealed less decline in maximal voluntary isometric contraction torque (p = 0.002; η2 = 0.16), lower general pain (p < 0.001; η2 = 0.32) and activity-related pain (p < 0.001; η2 = 0.32) in the EQI group compared to IHSR, with no significant interaction for changes in ankle dorsal flexion RoM (p = 0.893). CONCLUSION: The EQI protocol was found to be more effective in accumulating high torque impulse while causing less fatigue and post-exercise pain than the IHSR protocol.
DOI: 10.5281/zenodo.15689820
title: DATASET FOR STUDY: Comparison of Short-term Effects of Eccentric Quasi-Isometric and Isokinetic Heavy-Slow Resistance Exercise on Pain, Range of Motion, and Strength Performance of Ankle Plantar Flexors

description: PURPOSE: Recently, there has been a growing interest in optimising exercise protocols in sports training and rehabilitation, with an increasing emphasis on eccentric quasi-isometric contraction, which involves maintaining joint/body position until isometric failure and resisting during the next eccentric phase. However, the research comparing EQI with other exercise modes is scarce. This study compared the short-term effects of ankle plantar flexors after executing either EQI or isokinetic heavy-slow resistance (IHSR) protocols on pain, range of motion (RoM), and strength performance. METHODS: A quasi-randomized study with 32 physically active participants divided into EQI (n = 16) and IHSR (n = 16) groups assessed outcomes at four-time points (pre-protocol, immediately post-protocol, 24- and 48-hour follow-ups), with each groups performing 3 sets of the exercise, interspersed with 3-min breaks. The primary outcomes were pain, ankle range of motion, strength performance and total impulse. RESULTS: The EQI group achieved significantly greater total impulse (p = 0.028), shorter time under tension (p = 0.001), and lower effort scores (p < 0.001). Group × time interaction revealed less decline in maximal voluntary isometric contraction torque (p = 0.002; η2 = 0.16), lower general pain (p < 0.001; η2 = 0.32) and activity-related pain (p < 0.001; η2 = 0.32) in the EQI group compared to IHSR, with no significant interaction for changes in ankle dorsal flexion RoM (p = 0.893). CONCLUSION: The EQI protocol was found to be more effective in accumulating high torque impulse while causing less fatigue and post-exercise pain than the IHSR protocol.
DOI: 10.5281/zenodo.10781309
title: A highly sensitive ratiometric optical thermometer based on Sr2MgWO6 double perovskite doped with Dy3+ exploiting thermally coupled and uncoupled levels

description: The increasing demand for highly sensitive optical thermometers operating within a wide temperature range necessitates the development of new phosphors. In this work, the potential of temperature sensing performance of a novel yellow-emitting phosphor, Sr2MgWO6 double perovskite, doped with varying concentrations of Dy3+ was investigated for the first time. Increasing the concentration of Dy3+ from 0% to 7% shifted the color of luminescence from blue to yellowish-orange within the CIE1931 color space. The energy transfer efficiency from (WO6)6- to Dy3+ also increased significantly to 98.4%. Moreover, the sample doped with 3% Dy3+ showed the highest emission intensity, with concentration beyond this threshold inducing concentration quenching. This phenomenon was primarily governed by dipole-dipole interactions. The highest quantum yield was found to be 30.7% for the sample doped with 3%Dy3+. Upon 266 nm excitation wavelength, the temperature sensing ability of the samples doped with 3%, 5%, and 7%Dy3+ was examined based on the fluorescent intensity ratio between thermally coupled and uncoupled levels. It showed that the relative thermal sensitivity of Sr can be tuned by changing the Dy3+ concentration. Sr-max = 3.24%K-1 was obtained for the sample doped with 3%Dy3+ at 193 K within the 80 - 273 K operating range for thermally uncoupled levels. For thermally coupled levels, the Sr-max value reached 1.35%K-1 at 333 K for the sample doped with 7%Dy3+ in the range of 293 – 593 K. These results demonstrated the enormous potential of the studied materials for thermal sensing application.
DOI: 10.17605/osf.io/c2fnb
title: Speech Pauses Facilitate Older Adults’ Comprehension of Complex Sentences: An EEG Study on Chinese Garden-path Sentence Processing
DOI: 10.5281/zenodo.15689527
title: Dataset for "Dispersion of Lamb Waves from the 2022 Hunga Tonga–Hunga Ha'apai Volcanic Eruption Reveals Coupling between Lower and Upper Atmospheric Layers"

description: This repository hosts datasets and scripts to reproduce all figures in the manuscript "Dispersion of Lamb Waves from the 2022 Hunga Tonga–Hunga Ha’apai Volcanic Eruption Reveals Coupling between Lower and Upper Atmospheric Layers" (submitted to Geophysical Research Letters).
DOI: 10.5281/zenodo.15689528
title: Dataset for "Dispersion of Lamb Waves from the 2022 Hunga Tonga–Hunga Ha'apai Volcanic Eruption Reveals Coupling between Lower and Upper Atmospheric Layers"

description: This repository hosts datasets and scripts to reproduce all figures in the manuscript "Dispersion of Lamb Waves from the 2022 Hunga Tonga–Hunga Ha’apai Volcanic Eruption Reveals Coupling between Lower and Upper Atmospheric Layers" (submitted to Geophysical Research Letters).
DOI: 10.5281/zenodo.15680564
title: A highly sensitive ratiometric optical thermometer based on Sr2MgWO6 double perovskite doped with Dy3+ exploiting thermally coupled and uncoupled levels

description: The increasing demand for highly sensitive optical thermometers operating within a wide temperature range necessitates the development of new phosphors. In this work, the potential of temperature sensing performance of a novel yellow-emitting phosphor, Sr2MgWO6 double perovskite, doped with varying concentrations of Dy3+ was investigated for the first time. Increasing the concentration of Dy3+ from 0% to 7% shifted the color of luminescence from blue to yellowish-orange within the CIE1931 color space. The energy transfer efficiency from (WO6)6- to Dy3+ also increased significantly to 98.4%. Moreover, the sample doped with 3% Dy3+ showed the highest emission intensity, with concentration beyond this threshold inducing concentration quenching. This phenomenon was primarily governed by dipole-dipole interactions. The highest quantum yield was found to be 30.7% for the sample doped with 3%Dy3+. Upon 266 nm excitation wavelength, the temperature sensing ability of the samples doped with 3%, 5%, and 7%Dy3+ was examined based on the fluorescent intensity ratio between thermally coupled and uncoupled levels. It showed that the relative thermal sensitivity of Sr can be tuned by changing the Dy3+ concentration. Sr-max = 3.24%K-1 was obtained for the sample doped with 3%Dy3+ at 193 K within the 80 - 273 K operating range for thermally uncoupled levels. For thermally coupled levels, the Sr-max value reached 1.35%K-1 at 333 K for the sample doped with 7%Dy3+ in the range of 293 – 593 K. These results demonstrated the enormous potential of the studied materials for thermal sensing application.
DOI: 10.57780/prv-5157970
title: HIGHWAY_PROBAV_L3_S1_TOA_100M

description: Proba-V data in cloud-native format: S1 100M TOA
DOI: 10.5281/zenodo.15685037
title: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium)

description: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium) is a bird tracking dataset published by the Research Institute for Nature and Forest (INBO). It contains animal tracking data collected by the LifeWatch GPS tracking network for large birds (http://lifewatch.be/en/gps-tracking-network-large-birds) for the project/study MEDGULL_ANTWERPEN, using trackers developed by Ornitela (https://www.ornitela.com). The study has been operational since 2021. In total 14 individuals of Mediterranean gull (Ichthyaetus melanocephalus) have been tagged in their breeding area near the city of Antwerp (Belgium), mainly to study their habitat use and migration behaviour. Data are automatically synced with Movebank and from there periodically archived on Zenodo (see https://github.com/inbo/bird-tracking).

Files

Data in this package are exported from Movebank study 1609400843. Fields in the data follow the Movebank Attribute Dictionary and are described in datapackage.json. Files are structured as a Frictionless Data Package. You can access all data in R via https://zenodo.org/records/15685037/files/datapackage.json using frictionless.



datapackage.json: technical description of the data files.

MEDGULL_ANTWERPEN-reference-data.csv: reference data about the animals, tags and deployments.

MEDGULL_ANTWERPEN-gps-yyyy.csv.gz: GPS data recorded by the tags, grouped by year.


Acknowledgements

This dataset was collected using infrastructure provided by INBO and funded by Research Foundation - Flanders (FWO) as part of the Belgian contribution to LifeWatch.
description: Changelog



Add data from 2024.

Reference the latest Movebank Attribute Dictionary.
DOI: 10.6084/m9.figshare.29352794
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: BEAST.zip
DOI: 10.6084/m9.figshare.29352794.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: BEAST.zip
DOI: 10.6084/m9.figshare.29352797
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.csv
DOI: 10.6084/m9.figshare.29352797.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.csv
DOI: 10.6084/m9.figshare.29352800
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.xlsx
DOI: 10.6084/m9.figshare.29352800.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.xlsx
DOI: 10.6084/m9.figshare.29352803
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: Genes.zip
DOI: 10.6084/m9.figshare.29352803.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: Genes.zip
DOI: 10.6084/m9.figshare.29352809
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.R
DOI: 10.6084/m9.figshare.29352809.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: xantusiid.R
DOI: 10.5281/zenodo.12623583
title: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium)

description: MEDGULL_ANTWERPEN - Mediterranean gulls (Ichthyaetus melanocephalus, Laridae) breeding near Antwerp (Belgium) is a bird tracking dataset published by the Research Institute for Nature and Forest (INBO). It contains animal tracking data collected by the LifeWatch GPS tracking network for large birds (http://lifewatch.be/en/gps-tracking-network-large-birds) for the project/study MEDGULL_ANTWERPEN, using trackers developed by Ornitela (https://www.ornitela.com). The study has been operational since 2021. In total 14 individuals of Mediterranean gull (Ichthyaetus melanocephalus) have been tagged in their breeding area near the city of Antwerp (Belgium), mainly to study their habitat use and migration behaviour. Data are automatically synced with Movebank and from there periodically archived on Zenodo (see https://github.com/inbo/bird-tracking).

Files

Data in this package are exported from Movebank study 1609400843. Fields in the data follow the Movebank Attribute Dictionary and are described in datapackage.json. Files are structured as a Frictionless Data Package. You can access all data in R via https://zenodo.org/records/12623583/files/datapackage.json using frictionless.



datapackage.json: technical description of the data files.

MEDGULL_ANTWERPEN-reference-data.csv: reference data about the animals, tags and deployments.

MEDGULL_ANTWERPEN-gps-yyyy.csv.gz: GPS data recorded by the tags, grouped by year.


Acknowledgements

This dataset was collected using infrastructure provided by INBO and funded by Research Foundation - Flanders (FWO) as part of the Belgian contribution to LifeWatch.
description: The id in datapackage.json is erroneously https://10.5281/zenodo.12623583 rather than https://doi.org/10.5281/zenodo.12623583.

Changelog



Add data from 2023.

Reference the latest Movebank Attribute Dictionary.
DOI: 10.6084/m9.figshare.29352815
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: BioGeoBears.zip
DOI: 10.6084/m9.figshare.29352815.v1
title: Supplementary Material from Night lizards survived the Cretaceous-Paleogene Mass Extinction near the asteroid impact

description: BioGeoBears.zip