cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6g7est
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhamphus gyldenstolpei",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063297-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28073
title: Chandra X-ray Observatory ObsId 28073

description: Capturing the Collimation and True Energy of the Brightest Gamma-ray Burst, GRB 221009A
DOI: 10.25574/28078
title: Chandra X-ray Observatory ObsId 28078

description: Searching for &gt;3000-day X-ray emission from old supernovae in dense environments
DOI: 10.6084/m9.figshare.30935729
title: Supplementary Data

description: Supplementary data provided for the CHAMP manuscript entitled " A Generalizable Assay for Intracellular Accumulation to Profile Cytosolic Drug Delivery in Mammalian Cells".
DOI: 10.6084/m9.figshare.30935729.v1
title: Supplementary Data

description: Supplementary data provided for the CHAMP manuscript entitled " A Generalizable Assay for Intracellular Accumulation to Profile Cytosolic Drug Delivery in Mammalian Cells".
DOI: 10.15468/dl.ezrfc4
title: Occurrence Download

description: A dataset containing 579328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-27",
 "EventDate is less than or equal to 2025-11-26",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 579328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063291-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18022648
title: Experimental Data for Nonlinear Time Series Forecasting via Recurrent Neural Network Optimized by Ising Machine

description: This dataset contains the experimental results and plotting data for the research paper. The provided data supports the comparative analysis of various recurrent neural network (RNN) training architectures.



 

The dataset (data_plot.zip) includes:

* Logistic Map Time-Series Data: The synthetic chaotic sequence generated with a bifurcation parameter r=3.65. It consists of a training set of 950 points and a testing set of 200 points.





Model Prediction Results: Comparative experimental trajectories for the following methods:

* Standard RNN based on Backpropagation Through Time (BPTT-RNN).

* Reservoir Computing based on Ridge Regression (Ridge-RC).

* The proposed Ising-based RNN (Ising-RNN) using Simulated Annealing (SA) and Simulated Ising Machine (SIM) solvers.

* RMSE Statistical Data: The Root Mean Square Error (RMSE) values calculated as a function of prediction time steps for all evaluated models.



Purpose:

This data is released to ensure the reproducibility of the findings and to provide a benchmark for next-generation neural computing systems powered by Ising machines.
DOI: 10.5281/zenodo.18022649
title: Experimental Data for Nonlinear Time Series Forecasting via Recurrent Neural Network Optimized by Ising Machine

description: This dataset contains the experimental results and plotting data for the research paper. The provided data supports the comparative analysis of various recurrent neural network (RNN) training architectures.



 

The dataset (data_plot.zip) includes:

* Logistic Map Time-Series Data: The synthetic chaotic sequence generated with a bifurcation parameter r=3.65. It consists of a training set of 950 points and a testing set of 200 points.





Model Prediction Results: Comparative experimental trajectories for the following methods:

* Standard RNN based on Backpropagation Through Time (BPTT-RNN).

* Reservoir Computing based on Ridge Regression (Ridge-RC).

* The proposed Ising-based RNN (Ising-RNN) using Simulated Annealing (SA) and Simulated Ising Machine (SIM) solvers.

* RMSE Statistical Data: The Root Mean Square Error (RMSE) values calculated as a function of prediction time steps for all evaluated models.



Purpose:

This data is released to ensure the reproducibility of the findings and to provide a benchmark for next-generation neural computing systems powered by Ising machines.
DOI: 10.15468/zhdtfm
title: A third fossil argid sawfly (Hymenoptera, Tenthredinoidea) from the Upper Miocene of Ardèche, southern France

description: This dataset contains the digitized treatments in Plazi based on the original journal article Muller, Valérie Ngô, Riou, Bernard, Nel, André (2025): A third fossil argid sawfly (Hymenoptera, Tenthredinoidea) from the Upper Miocene of Ardèche, southern France. Zoosystema 47 (32): 765-772, DOI: 10.5252/zoosystema2025v47a32, URL: https://sciencepress.mnhn.fr/sites/default/files/articles/pdf/zoosystema2025v47a32.pdfABSTRACTSpinarge miocenicus n. sp., first fossil representative of an extant argine genus, is described from the Upper Miocene lacustrine maar of montagne d’Andance (Coiron Massif, Ardèche, France). The extant species of Spinarge Wei, 1998 are distributed from Japan, China, Korea, and eastern Siberia to Europe and live on broad-leaved trees, which are well represented in this paleoflora. During the Late Miocene the area of the Coiron Massif was probably quite favorable for Argidae Konow, 1890 as two of the three described fossil argids also originate from this area and period.
DOI: 10.15468/dl.7p28xd
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Ricinus communis"
 ]
}

 The dataset includes 77 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063298-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u94t5d
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhamphus multostriatus",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 221 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063299-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/txhy9u
title: Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Babenko, Anatoly, Antipova, Maria (2025): Two new species of the springtail genus Ceratophysella Börner, 1932 from the Caucasus (Collembola: Hypogastruridae). Zootaxa 5725 (3): 391-408, DOI: 10.11646/zootaxa.5725.3.4, URL: https://doi.org/10.11646/zootaxa.5725.3.4AbstractTwo new species of the genus Ceratophysella Börner, 1932 are described from the Caucasus and Transcaucasia: C. dobrolyubovae sp. nov. and C. anacopica sp. nov. Both these species belong to the denticulata -group and are characterised by the fine and almost uniform cuticular granulation and relatively short dorsal setae. The former species from the mountainous Caucasian regions shows a complete set of papillae on the labium and only six dental setae, while the latter, inhabiting coastal communities, lacks labial papillae C, but has a complete set of seven dental setae. Additionally, molecular data for the cytochrome c oxidase subunit I gene (COI) were obtained for C. dobrolyubovae sp. nov. from four localities across the Caucasus. The first barcode sequences for C. caucasica Martynova, 1971 are also provided.
DOI: 10.3886/e230741
title: Data and Code for: Polling Place Location and the Costs of Voting

description: Code and Data for Replication of "Polling Place Location and the Costs of Voting"<br>Abstract: We study how distance to one's polling place affects the likelihood of voting using a geographic regression discontinuity design with data from Pennsylvania and Georgia. A one-mile increase in distance to polling place reduces the likelihood of voting in person by 1 to 3 percentage points. Effects are two to three times higher among those closest to the polling place. When available, voters substitute to mail-in voting as distance to polling place increases. In counterfactual exercises, we identify turnout-maximizing polling places. Some precincts have large potential gains in turnout, even when choosing from existing buildings.
description: All registered voters in Pennsylvania and Georgia in 2018. All registered voters in Pennsylvania in 2016. . Smallest Geographic Unit: Individual
description: other;
DOI: 10.5281/zenodo.18023436
title: Datos electorales de Aragón (1983-2023)

description: Datos de los resultados electorales en la Comunidad Autónoma de Aragón con cálculos de los índices NEP y LSq y Gráficos del trabajo académico "Evolución del sistema de partidos y gobernabilidad en Aragón (1983-2023).
DOI: 10.5281/zenodo.18023437
title: Datos electorales de Aragón (1983-2023)

description: Datos de los resultados electorales en la Comunidad Autónoma de Aragón con cálculos de los índices NEP y LSq y Gráficos del trabajo académico "Evolución del sistema de partidos y gobernabilidad en Aragón (1983-2023).
DOI: 10.3886/e230741v1
title: Data and Code for: Polling Place Location and the Costs of Voting

description: Code and Data for Replication of "Polling Place Location and the Costs of Voting"<br>Abstract: We study how distance to one's polling place affects the likelihood of voting using a geographic regression discontinuity design with data from Pennsylvania and Georgia. A one-mile increase in distance to polling place reduces the likelihood of voting in person by 1 to 3 percentage points. Effects are two to three times higher among those closest to the polling place. When available, voters substitute to mail-in voting as distance to polling place increases. In counterfactual exercises, we identify turnout-maximizing polling places. Some precincts have large potential gains in turnout, even when choosing from existing buildings.
description: All registered voters in Pennsylvania and Georgia in 2018. All registered voters in Pennsylvania in 2016. . Smallest Geographic Unit: Individual
description: other;
DOI: 10.34740/kaggle/dsv/14260679
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.6brjye
title: Occurrence Download

description: A dataset containing 2402 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sicyos microphyllus, Parthenocissus heptaphylla, Trichosanthes tricuspidata)"
 ]
}

 The dataset includes 2402 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063302-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a2d9h
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campylorhamphus probatus",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 701 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063303-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m97q6t
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is California",
 "TaxonKey is Ambystoma californiense",
 "Year 2020-2025"
 ]
}

 The dataset includes 482 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063304-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msjkac
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cantorchilus griseus",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 96 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063305-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6ng4t
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capito brunneipectus",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 552 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063306-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/7346656
title: EmoBrace
DOI: 10.15468/dl.vv2ct8
title: Occurrence Download

description: A dataset containing 365143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mimus saturninus"
 ]
}

 The dataset includes 365143 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063293-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e225801
title: Data and Code for: "Plata y Plomo: How Higher Wages Expose Politicians to Criminal Violence"

description: What is the effect of politicians’ wages on corruption in the presence of criminal groups, that use both bribes and violence? With a regression discontinuity design and three distinct proxies for corruption, we show that better paid Italian politicians are more likely to promote transparency and competition in procurement, but also more likely to incur criminal attacks. The effects of wages, which subside after three years, are driven by changes in incumbents' behavior rather than improved selection. These findings show how higher wages may curb corruption, but also foster the use of violence as an alternative tool to influence policymaking.
description: N.A.
description: Response Rates: N.A.
description: Presence of Common Scales: N.A.
description: N.A.
description: Smallest Geographic Unit: Municipality
description: other; web scraping; See the README.pdf file for full information.
DOI: 10.3886/e225801v1
title: Data and Code for: "Plata y Plomo: How Higher Wages Expose Politicians to Criminal Violence"

description: What is the effect of politicians’ wages on corruption in the presence of criminal groups, that use both bribes and violence? With a regression discontinuity design and three distinct proxies for corruption, we show that better paid Italian politicians are more likely to promote transparency and competition in procurement, but also more likely to incur criminal attacks. The effects of wages, which subside after three years, are driven by changes in incumbents' behavior rather than improved selection. These findings show how higher wages may curb corruption, but also foster the use of violence as an alternative tool to influence policymaking.
description: N.A.
description: Response Rates: N.A.
description: Presence of Common Scales: N.A.
description: N.A.
description: Smallest Geographic Unit: Municipality
description: other; web scraping; See the README.pdf file for full information.
DOI: 10.15468/dl.q2hztg
title: Occurrence Download

description: A dataset containing 2958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capito dayi",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 2958 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063307-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkkjft
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Mexico, Costa Rica, Colombia, Peru, Ecuador, Panama, Guatemala)",
 "TaxonKey is Mustelus henlei"
 ]
}

 The dataset includes 470 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063308-251120083545085/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.30707714.v1
title: The endomicrobiome and weed invasiveness in Mediterranean ecosystems

description: Mediterranean ecosystems, one of the most significant global hotspots of biodiversity, are threatened by invasive weeds. Although endomicrobiomes – the vast array of microbes colonising living plant tissues – are known to affect plant fitness, their contribution to weed invasiveness remains virtually unknown. Here we experimentally assessed the role of the<b> </b>endomicrobiome in the microevolution of <i>Taraxacum</i> <i>officinale</i> (common dandelion), a widespread invasive weed in Mediterranean ecosystems worldwide. In a culling experiment across five generations, we compared the microevolutionary rates of <i>T. officinale</i> from Mediterranean ecosystems on five continents grown with intact or reduced native seed-borne endomicrobiomes. Additionally, we conducted a competition experiment with F<sub>1</sub> and F<sub>5</sub> individuals to assess their impacts on native local Asteraceae species. We found <i>T. officinale</i> individuals growing with their intact endomicrobiomes to exhibit faster and more positive trait evolution than individuals growing with reduced endomicrobiomes. Enhanced competitiveness of endomicrobiome-colonized <i>T. officinale </i>plants<i> </i>with local Asteraceae species was apparently caused by increased synthesis of allelochemicals in shoots and rhizosphere soil, with gene expression analyses also showing the endomicrobiome to affect the expression by <i>T. officinale</i> of stress response and RNA-directed DNA methylation genes. Our findings provide novel insights into the mechanisms underlying weed invasiveness in Mediterranean ecosystems, highlighting the endomicrobiome as a potent driving force in the evolutionary processes associated with plant invasion success.
DOI: 10.6084/m9.figshare.30707714.v2
title: The endomicrobiome and weed invasiveness in Mediterranean ecosystems

description: Mediterranean ecosystems, one of the most significant global hotspots of biodiversity, are threatened by invasive weeds. Although endomicrobiomes – the vast array of microbes colonising living plant tissues – are known to affect plant fitness, their contribution to weed invasiveness remains virtually unknown. Here we experimentally assessed the role of the<b> </b>endomicrobiome in the microevolution of <i>Taraxacum</i> <i>officinale</i> (common dandelion), a widespread invasive weed in Mediterranean ecosystems worldwide. In a culling experiment across five generations, we compared the microevolutionary rates of <i>T. officinale</i> from Mediterranean ecosystems on five continents grown with intact or reduced native seed-borne endomicrobiomes. Additionally, we conducted a competition experiment with F<sub>1</sub> and F<sub>5</sub> individuals to assess their impacts on native local Asteraceae species. We found <i>T. officinale</i> individuals growing with their intact endomicrobiomes to exhibit faster and more positive trait evolution than individuals growing with reduced endomicrobiomes. Enhanced competitiveness of endomicrobiome-colonized <i>T. officinale </i>plants<i> </i>with local Asteraceae species was apparently caused by increased synthesis of allelochemicals in shoots and rhizosphere soil, with gene expression analyses also showing the endomicrobiome to affect the expression by <i>T. officinale</i> of stress response and RNA-directed DNA methylation genes. Our findings provide novel insights into the mechanisms underlying weed invasiveness in Mediterranean ecosystems, highlighting the endomicrobiome as a potent driving force in the evolutionary processes associated with plant invasion success.
DOI: 10.6084/m9.figshare.28311908.v3
title: Eye-tracking during natural reading of stories in Spanish

description: Eye-tracking is a well-established methodology to study reading processes. Our gaze jumps from word to word, sampling information from text almost sequentially. The time spent on each word, along with patterns of skipping or revisiting, provides proxies for different cognitive processes during comprehension. However, few studies have focused on Spanish, where empirical data remain scarce, and little is known about how findings from other languages translate to Spanish reading behavior. We present the largest publicly available Spanish eye-tracking dataset to date, comprising readings of self-contained stories from 113 native speakers (mean age 23.8; 61 females, 52 males). The dataset includes both long stories (3300 ± 747 words, 11 participants per item on average) and short stories (795 ± 135 words, 50 participants per item on average), providing extensive coverage of natural reading scenarios. This comprehensive resource offers valuable opportunities to investigate eye movement patterns during Spanish reading, explore language-specific cognitive processes, examine Spanish linguistic phenomena, and develop computational algorithms for reading research and natural language processing applications.To view and analyse the data, we recommend using the following: https://github.com/NeuroLIAA/reading-et