cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z4yhxv
title: Occurrence Download

description: A dataset containing 56396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vanellus spinosus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 56396 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076660-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krhssb
title: Occurrence Download

description: A dataset containing 11812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actinodura egertoni)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11812 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076686-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3eznh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076689-250717081556266/datasets/export for details.
DOI: 10.15468/dl.xjg9r5
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichomycterus migrans)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076688-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bktngg
title: Occurrence Download

description: A dataset containing 3436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actinodura ramsayi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3436 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076687-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25954/efmr-8313
title: Advanced nanostructured biointerfaces for cell capture [IWEMC-165]
DOI: 10.15468/dl.fugqv9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076691-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15786330
title: The Impact of Granting Undocumented Immigrants Driver's Licenses on Fatal Crashes

description: This dataset contains the data and code used to replicate the empirical results in the paper:“The Effect of Granting Driver’s Licenses to Undocumented Immigrants on Fatal Crashes.”

The paper examines the causal impact of granting undocumented immigrants driver's licenses on fatal vehicle crashes. Using county-level crash data from the Fatality and Injury Reporting System Tool (FIRST) and exploiting the staggered adoption of driver’s license policies across states, the analysis finds that such reforms increase fatal crashes by approximately 5%, with stronger effects in states with larger undocumented populations. The mechanism analysis suggests that increased risky driving behavior among licensed undocumented immigrants may explain the rise in crashes. 

This repository includes:





Cleaned and constructed data files




Stata code to replicate tables and figures




A README file with instructions for reproducing the results



All materials are intended for replication purposes.
DOI: 10.5281/zenodo.15786346
title: Dissociable Cortical Regions Represent Things and Stuff  in the Human Brain

description: Dataset relative to the following publication:

Paulun, VC, Pramod, RT, Tenenbaum, JB, & Kanwisher, N. (2025) Dissociable Cortical Regions Represent Things and Stuff in the Human Brain. Current Biology, 35, 1-9, https://doi.org/10.1016/j.cub.2025.07.027

PLEASE DO NOT distribute any of the stimulus materials or derivatives publicly! Any materials should appear in password-protected ZIP files or behind gated authentication mechanisms.Any use of stimulus materials in pretraining/training of models requires EXPLICIT ACKNOWLEDGMENT!
DOI: 10.15468/dl.mnfkzn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actinodura radcliffei)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076692-250717081556266/datasets/export for details.
DOI: 10.15468/dl.s7qfam
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum paniculatum",
 "Country is Niue",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076693-250717081556266/datasets/export for details.
DOI: 10.15468/dl.9jrh9b
title: Occurrence Download

description: A dataset containing 1035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anaphothrips obscurus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1035 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076695-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzpr2y
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076694-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkbe4e
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paspalum paniculatum",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076696-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25954/tmm3-wj74
title: Advanced nanostructured biointerfaces for cell capture [IWEMC-166]
DOI: 10.5281/zenodo.15451161
title: The Impact of Granting Undocumented Immigrants Driver's Licenses on Fatal Crashes

description: This dataset contains the data and code used to replicate the empirical results in the paper:“The Effect of Granting Driver’s Licenses to Undocumented Immigrants on Fatal Crashes.”

The paper examines the causal impact of granting undocumented immigrants driver's licenses on fatal vehicle crashes. Using county-level crash data from the Fatality and Injury Reporting System Tool (FIRST) and exploiting the staggered adoption of driver’s license policies across states, the analysis finds that such reforms increase fatal crashes by approximately 5%, with stronger effects in states with larger undocumented populations. The mechanism analysis suggests that increased risky driving behavior among licensed undocumented immigrants may explain the rise in crashes. 

This repository includes:





Cleaned and constructed data files




Stata code to replicate tables and figures




A README file with instructions for reproducing the results



All materials are intended for replication purposes.
DOI: 10.5281/zenodo.15728336
title: Transcriptomic analysis of lettuce seedlings in response to cytokinins and oxidative stress

description: This dataset includes transcriptomic profiles of Lactuca sativa (cv. Salinas) seedlings generated via high-depth RNA sequencing in two independent experiments:








GSE281401, refered ad CK— Seedlings treated with exogenous cytokinins (6-benzylaminopurine at 5 µM or 50 µM) for 6 and 24 hours. The aim of this experiment is to investigate cytokinin-responsive transcriptional networks, with a particular focus on Cytokinin Response Factors (CRFs), which play a crucial role in modulating plant growth and abiotic stress responses.



GSE281402, refered as OS— Seedlings exposed to hydrogen peroxide (H₂O₂) for 1 and 3 hours to explore the transcriptional response to oxidative stress.







Expression data are presented in the format of counts, TMM-normalized counts, TPM, FPKM

DEGS and Network Analysis results carried out using the CK dataset are also presented



Network analysis include k-mean clustering, WGCNA and topologycal analysis



A file containing manually curated annottations for CK, OS and photosynthesis pathways and the lettuce Transcription factors used for the interpretation of the results is included

Raw sequence files (SRA) are currently under embargo and will be publicly released on July 31, 2025 within the GSE281401 and GSE281402 GEO datasets


Both experiments include time course sampling and three biological replicates per condition. This dataset provides an integrated framework for investigating hormonal and environmental signal integration in Asteraceae crops. More experimental details in seq_template - CK (version 1).xlsb.xlsx and seq_template - OS (version 1).xlsb.xlsx
DOI: 10.5281/zenodo.15728595
title: Transcriptomic analysis of lettuce seedlings in response to cytokinins and oxidative stress

description: This dataset includes transcriptomic profiles of Lactuca sativa (cv. Salinas) seedlings generated via high-depth RNA sequencing in two independent experiments:








GSE281401, refered ad CK— Seedlings treated with exogenous cytokinins (6-benzylaminopurine at 5 µM or 50 µM) for 6 and 24 hours. The aim of this experiment is to investigate cytokinin-responsive transcriptional networks, with a particular focus on Cytokinin Response Factors (CRFs), which play a crucial role in modulating plant growth and abiotic stress responses.



GSE281402, refered as OS— Seedlings exposed to hydrogen peroxide (H₂O₂) for 1 and 3 hours to explore the transcriptional response to oxidative stress.







Expression data are presented in the format of counts, TMM-normalized counts, TPM, FPKM

DEGS and Network Analysis results carried out using the CK dataset are also presented



Network analysis include k-mean clustering, WGCNA and topologycal analysis



A file containing manually curated annottations for CK, OS and photosynthesis pathways and the lettuce Transcription factors used for the interpretation of the results is included

Raw sequence files (SRA) are currently under embargo and will be publicly released on July 31, 2025 within the GSE281401 and GSE281402 GEO datasets


Both experiments include time course sampling and three biological replicates per condition. This dataset provides an integrated framework for investigating hormonal and environmental signal integration in Asteraceae crops. More experimental details in seq_template - CK (version 1).xlsb.xlsx and seq_template - OS (version 1).xlsb.xlsx
DOI: 10.5281/zenodo.15699464
title: Transcriptomic analysis of lettuce seedlings in response to cytokinins and oxidative stress

description: This dataset includes transcriptomic profiles of Lactuca sativa (cv. Salinas) seedlings generated via high-depth RNA sequencing in two independent experiments:








GSE281401, refered ad CK— Seedlings treated with exogenous cytokinins (6-benzylaminopurine at 5 µM or 50 µM) for 6 and 24 hours. The aim of this experiment is to investigate cytokinin-responsive transcriptional networks, with a particular focus on Cytokinin Response Factors (CRFs), which play a crucial role in modulating plant growth and abiotic stress responses.



GSE281402, refered as OS— Seedlings exposed to hydrogen peroxide (H₂O₂) for 1 and 3 hours to explore the transcriptional response to oxidative stress.







Expression data are presented in the format of counts, TMM-normalized counts, TPM, FPKM

DEGS and Network Analysis results carried out using the CK dataset are also presented



Network analysis include k-mean clustering, WGCNA and topologycal analysis



A file containing manually curated annottations for CK, OS and photosynthesis pathways and the lettuce Transcription factors used for the interpretation of the results is included

Raw sequence files (SRA) are currently under embargo and will be publicly released on July 31, 2025 within the GSE281401 and GSE281402 GEO datasets


Both experiments include time course sampling and three biological replicates per condition. This dataset provides an integrated framework for investigating hormonal and environmental signal integration in Asteraceae crops. More experimental details in seq_template - CK (version 1).xlsb.xlsx and seq_template - OS (version 1).xlsb.xlsx
DOI: 10.5281/zenodo.15728420
title: Transcriptomic analysis of lettuce seedlings in response to cytokinins and oxidative stress

description: This dataset includes transcriptomic profiles of Lactuca sativa (cv. Salinas) seedlings generated via high-depth RNA sequencing in two independent experiments:








GSE281401, refered ad CK— Seedlings treated with exogenous cytokinins (6-benzylaminopurine at 5 µM or 50 µM) for 6 and 24 hours. The aim of this experiment is to investigate cytokinin-responsive transcriptional networks, with a particular focus on Cytokinin Response Factors (CRFs), which play a crucial role in modulating plant growth and abiotic stress responses.



GSE281402, refered as OS— Seedlings exposed to hydrogen peroxide (H₂O₂) for 1 and 3 hours to explore the transcriptional response to oxidative stress.







Expression data are presented in the format of counts, TMM-normalized counts, TPM, FPKM

DEGS and Network Analysis results carried out using the CK dataset are also presented



Network analysis include k-mean clustering, WGCNA and topologycal analysis



A file containing manually curated annottations for CK, OS and photosynthesis pathways and the lettuce Transcription factors used for the interpretation of the results is included

Raw sequence files (SRA) are currently under embargo and will be publicly released on July 31, 2025 within the GSE281401 and GSE281402 GEO datasets


Both experiments include time course sampling and three biological replicates per condition. This dataset provides an integrated framework for investigating hormonal and environmental signal integration in Asteraceae crops. More experimental details in seq_template - CK (version 1).xlsb.xlsx and seq_template - OS (version 1).xlsb.xlsx
DOI: 10.5281/zenodo.13992301
title: EU Wide Disaggregated CAPRI Model Data: Crops, Livestock, Nitrogen In- and Outputs (Timeseries 2000-2018)

description: The data set was derived by disaggregating regional CAPRI model output to so-called Farm Structure Units (FSU). FSUs are spatial units of varying size between 1 km2 and 100 km2, with median size of 11 km2.

The data set was created for the purpose of assessing spatially explicit farmland management intensity in Europe and its impact on the environment. 

The data is distributed as 1km x 1km *.tif raster files for EU member states (excluding Croatia) and UK as annual files for the time period 2000 - 2018. 

The following parameters are available:



Delineation of the Farm Structure Units (FSU)

Area and yield for 37 crop activities

Livestock densities for 17 livestock activities

Livestock densities for the categories: non grazing livestock, livestock grazing within utilized agricultural area, livestock extensively grazing outside utilized agricultural area

Area available for extensive grazing outside utilized agricultural area

N inputs to the utilized agricultural area from: atmospheric deposition, crop residues. biological fixation, manure applied to the field, manure deposited by grazing animals, mineral fertilizer

N removal by harvest (product and residues removed from the field)

N losses (gaseous emissions and run-off) from: manure management systems, manure application and manure deposited by grazing animals, mineral fertilizer application

N soil surplus

N deposited by extensively grazing livestock outside utilized agricultural area

Background data for the calculation of extensive grazing outside utilized agricultural area


The raster files (and additional data) are grouped thematically into .zip packages. Please consult the "readme_first.txt" file, which provides an overview about the content of the individual packages. Each package is accompanied by a "readme_zipfilename.txt", detailing the naming conventions and contents of the single files of the package.
DOI: 10.5281/zenodo.8132286
title: Potential distribution dynamics of Araucaria (Araucariaceae) in South America

description: The distribution dynamics of the genus Araucaria in South America over time was analyzed by obtaining species distribution models for Araucaria angustifolia and A. araucana from the Last Interglacial to present.
DOI: 10.5281/zenodo.15631606
title: Supplementary material associated to "Biarylacetamides: a novel class of late-stage autophagy inhibitors"
DOI: 10.5281/zenodo.15833235
title: Original experimental data for the paper "Comparative Raman study of well-protected atomically thin MnBi2Te4 and Bi2Te3"

description: The dataset consists of original experimental data for the paper "Comparative Raman study of well-protected atomically thin MnBi2Te4 and Bi2Te3". It includes XRD, optical contrast and Raman spectroscopy of MnBi2Te4 and Bi2Te3. 

The dataset contains files in the following formats: .xlsx
DOI: 10.5281/zenodo.14948089
title: Data from "Genetic population structure of the italian wall lizards Podarcis siculus (Squamata: Lacertidae): insight from Nuclear DNA markers"

description: Previous phylogeographic studies based on mitochondrial DNA (mtDNA) markers have revealed a complex evolutionary history for the Italian wall lizard, Podarcis siculus, characterized by a geographically structured diversity of lineages. These lineages were shaped by allopatric divergence within multiple southern refugia, likely during the Pleistocene. In this study, a total of 294 Podarcis siculus specimens from 121 localities were genetically analyzed using microsatellite markers to: (i) assess whether the genetic substructure detected in mtDNA is reflected in nuclear microsatellite markers, (ii) evaluate potential cases of mito-nuclear discordance, and (iii) determine the extent of admixture resulting from gene flow between mtDNA haplogroups. The analysis identified eight genetic clusters, whose spatial distribution partially aligns with the mitochondrial structure. However, several discrepancies were observed, primarily in Southern Italy and Sicily. These include differences in the location of the contact zone between the two main lineages and the absence of genetic structure in some regions (e.g., Sicily), despite the presence of multiple parapatric mtDNA lineages. Possible explanations for mito-nuclear discordance involve a combination of factors, including the different evolutionary timescales captured by mitochondrial DNA and microsatellites, differential introgression of nuclear versus mitochondrial genes, and distinct dispersal patterns, potentially influenced by sex-biased philopatry, which affect gene flow among populations.
DOI: 10.15468/dl.khdq4v
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urena lobata",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076697-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12640757
title: Supporting Data for "Climate benefits through innovative reforestation mosaics in Mata Atlântica, Brazil"

description: This data is related to the manuscript "Climate benefits through innovative reforestation mosaics in Mata Atlântica, Brazil" for the review process only.
DOI: 10.5281/zenodo.15504735
title: Data and code supporting "Can macroevolution inform contemporary invasion potential?"

description: These data and scripts allow to replicate the results of analyses presented in the article "Can macroevolution inform contemporary invasion potential?". In particular, they allow to

(1) investigate the effect of diversification rate on both naturalisation success (quantified as the proportion of naturalised species per family multiplied with the number of regions where each species was naturalised) and proportion of naturalised species per family in 122 plant families, and

(2) reconstruct biogeographic histories of 12 clades of tetrapods, to count the dispersal events that happened in the history of extant species, and to link the frequency of those past dispersal events to current naturalisation success.
DOI: 10.5281/zenodo.11657423
title: Bstricta climate change dataset
DOI: 10.5281/zenodo.15485860
title: Neotype designations for Hyla geographica Spix, 1824 and Hyla geographica var. sive semilineata Spix, 1824, and comments on the phylogeny, taxonomy, and diversity of the Boana semilineata species group (Anura: Hylidae)
DOI: 10.5281/zenodo.15788787
title: Data - Impact of environmental variables on elemental composition of calcite skeletons of barnacle Amphibalanus improvisus and bryozoan Einhornia crustulenta from the brackish Baltic Sea

description: Elemental concentrations in solid samples of calcitic skeletons of the barnacle Amphibalanus improvisus (AI) and the bryozoan Einhornia crustulenta (EC), determined using ICP-MS (V, Mn, Co, Cu, Cd, Pb, U) and ICP-OES (Ca, Mg, Sr, Na) techniques. The table includes the sample weights, the dilution factors applied during sample preparation, and the LOQ (limit of quantification) values for each element in the respective sample.