cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6412514
title: Runoff, suspended sediment, and solute contents data of the Binggou catchment during the spring snowmelt and summer rainfall periods

description: This is the runoff, suspended sediment, and solute contents data of the Binggou catchment during the spring snowmelt and summer rainfall periods. This is the dataset used in the paper pubished on Water, which can be cited as Xiao, X., Liu, Z., Liu, K., & Wang, J. (2022). Temporal Variation of Suspended Sediment and Solute Fluxes in a Permafrost-Underlain Headwater Catchment on the Tibetan Plateau. Water, 14(18), 2782. https://doi.org/10.3390/w14182782
DOI: 10.5281/zenodo.6412515
title: Runoff, suspended sediment, and solute contents data of the Binggou catchment during the spring snowmelt and summer rainfall periods

description: This is the runoff, suspended sediment, and solute contents data of the Binggou catchment during the spring snowmelt and summer rainfall periods. This is the dataset used in the paper pubished on Water, which can be cited as Xiao, X., Liu, Z., Liu, K., & Wang, J. (2022). Temporal Variation of Suspended Sediment and Solute Fluxes in a Permafrost-Underlain Headwater Catchment on the Tibetan Plateau. Water, 14(18), 2782. https://doi.org/10.3390/w14182782
DOI: 10.5281/zenodo.18772490
title: The DARRL dataset: Demonstrations for Action Recognition and Robot Learning

description: The DARRL dataset (Demonstrations for Action Recognition and Robot Learning) is a collection of 760 RGB-D videos of humans performing various manipulation tasks. It is provided with object and action annotations (in the COCO format) for 30 of those videos; segmentation masks are also provided. Additionnal gaze data collected from outside observers is shared for research on human attention and observation strategy analysis.

It can also be used as a basis for learning from demonstrations for a robotic arm, for instance.

 

This work is supported by Région Pays de la Loire.
DOI: 10.5281/zenodo.13778045
title: The DARRL dataset: Demonstrations for Action Recognition and Robot Learning

description: The DARRL dataset (Demonstrations for Action Recognition and Robot Learning) is a collection of 760 RGB-D videos of humans performing various manipulation tasks. It is provided with object and action annotations (in the COCO format) for 30 of those videos; segmentation masks are also provided. Additionnal gaze data collected from outside observers is shared for research on human attention and observation strategy analysis.

It can also be used as a basis for learning from demonstrations for a robotic arm, for instance.

 

This work is supported by Région Pays de la Loire.
DOI: 10.15468/dl.rq98bh
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.9_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 2025-2025"
 ]
}

 The dataset includes 369 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000083-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prybpx
title: Occurrence Download

description: A dataset containing 74998 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Naturbase - funksjonsområder for arter"
 ]
}

 The dataset includes 74998 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000072-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18525479
title: Data for benthic habitat changes in the Joulters cays and the North Abacos region, the Bahamas

description: The aim of this work is to understand how benthic habitat changes in the shallow water of the Bahamas in the last 80 years. Therefore, we compared the modern statellite images with historic images. 

This dataset contains:

Data S1: original individual vintage image.

Data S2: assembled vintage image.

Data S3: ArcGIS file that interpret vintage/modern images.

Data S4: Interpreted habitat maps (shapefile).

Data S5: Spreadsheet containing area and perimeter statistics for individual patches.

Data S6: Spreadsheet containing tracking results.

Data S7: Input and output of STACKER model.

 

The code assoicated with Data S6, S7 is stored in: https://github.com/MindTheGap-ERC/TrackingHabitat.git.
DOI: 10.5281/zenodo.18679043
title: Dataset and workflow for Flushing Ratio Calculation

description: Dataset and workflow for Flushing Ratio Calculation

This Zenodo record provides a complete, citable package for computing the Flushing Ratio (FR) from RGB imagery, including:



a snapshot of the analysis/processing code (mirroring the GitHub repository structure), and

the image data used in the study.


Flushing Ratio (FR) is defined as FR = BA/RA, where:- BA (Budburst Area) is the area of flushing (light-green) tissues,- RA (Ramet Area) is the area of the entire visible crown/ramet.BA and RA masks are obtained using CNN-based instance segmentation (YOLOv11) and subsequently used to compute FR and derived traits for downstream analyses.

Contents



code: snapshot of https://github.com/jirkachuchl/flushing-ratio (scripts/notebooks for data processing and statistical/genetic analyses)

data:



original_images - RGB image data used for training/validation and/or FR extraction

data - data obtained from images used for statistical analysis



weights: Notebook for model training and trained Yolo11 instance segmentation model for 2 classes:



norway-spruce

spruce-bud



Fig_1.png: graphical workflow

README.md: Introduction to each folder, summary


Citation

Please cite this Zenodo record (DOI) when using the code and/or the dataset.
DOI: 10.5281/zenodo.18767959
title: Agonistic Engagement in Memory Politics (Slovenia & Italy, 2022–2024): Annotated X and News Data, Coding Schemes, and LLM Prompts

description: This Zenodo record contains the research materials for the article “Agonistic Engagement in Memory Politics: Media Arenas, Normative Orientations, and Debates on Giorno del ricordo in Italy and Slovenia.” It includes anonymised and annotated datasets used to analyse debates across X and online news (2022–2024), the coding schemes, label definitions, the LLM prompts and the opinion poll questionnaire.
DOI: 10.5281/zenodo.18767958
title: Agonistic Engagement in Memory Politics (Slovenia & Italy, 2022–2024): Annotated X and News Data, Coding Schemes, and LLM Prompts

description: This Zenodo record contains the research materials for the article “Agonistic Engagement in Memory Politics: Media Arenas, Normative Orientations, and Debates on Giorno del ricordo in Italy and Slovenia.” It includes anonymised and annotated datasets used to analyse debates across X and online news (2022–2024), the coding schemes, label definitions, the LLM prompts and the opinion poll questionnaire.
DOI: 10.5281/zenodo.10117152
title: Isotopic data of precipitation and river water collected in the Binggou Basin

description: This is the dataset used in the paper pubished on Journal of Hydrology: Regional Studies, including the streamflow discharge, water chemistry, and water isotopic data of the Binggou Rriver, which can be cited as Xiao, X., Zhan, X., Wang, Y., Liu, J., Wu, H., Liu, K., ... & Liu, Z. (2025). The altitude effect of δ18O in precipitation and river water in a Permafrost-Underlain headwater Basin, Northeastern Tibetan Plateau, China. Journal of Hydrology, 658, 133185. https://doi.org/10.1016/j.jhydrol.2025.133185
DOI: 10.5281/zenodo.10117151
title: Isotopic data of precipitation and river water collected in the Binggou Basin

description: This is the dataset used in the paper pubished on Journal of Hydrology: Regional Studies, including the streamflow discharge, water chemistry, and water isotopic data of the Binggou Rriver, which can be cited as Xiao, X., Zhan, X., Wang, Y., Liu, J., Wu, H., Liu, K., ... & Liu, Z. (2025). The altitude effect of δ18O in precipitation and river water in a Permafrost-Underlain headwater Basin, Northeastern Tibetan Plateau, China. Journal of Hydrology, 658, 133185. https://doi.org/10.1016/j.jhydrol.2025.133185
DOI: 10.5281/zenodo.18772551
title: Information on the number of documents analyzed regarding enemy-of-democracy-related cases of civil disorder in European states

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290].
DOI: 10.5281/zenodo.18772552
title: Information on the number of documents analyzed regarding enemy-of-democracy-related cases of civil disorder in European states

description: The table was elaborated for the research project Civil Disorder in Pandemic-ridden European Union. The latter was financially supported by the National Science Centre, Poland [grant number 2021/43/B/HS5/00290].
DOI: 10.15468/dl.7bm7hq
title: Occurrence Download

description: A dataset containing 188837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Juncus effusus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 188837 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000047-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn7kba
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lynx pardinus",
 "Country is Spain",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "HasCoordinate is true"
 ]
}

 The dataset includes 369 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000084-260225131425191/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.28750130
title: Inducible Tomato Defences Persist in Detached Leaves, Despite Differential Plant Variety and Gene-dependent Expression

description: <b>Summary</b>The data and scripts presented were used to assess the relevance of plant integrity in plant-herbivore interactions. Using spider mites (<i>Tetranhycus urticae</i>) we examined the induction of direct plant defences after short infestations in intact and detached leaves of two tomato varieties (Castlemart and Moneymaker). We also tested whether induced defences persisted in detached leaves after long-term infestations. To test this, we measured the expression of plant defence-related genes PPO-D and PI-IIc (involved in the jasmonate signal pathway) and PR-1a (involved in the salicylic acid signal pathway).<br><b>Files available</b>We provide two dataset files (.csv):Dataset_entire_detached_defencesDataset_detached_long_infestWe also provide two script files (.Rmd):Script_IntactvsDetachedScript_detached_long_infest<br>
DOI: 10.6084/m9.figshare.28750130.v2
title: Inducible Tomato Defences Persist in Detached Leaves, Despite Differential Plant Variety and Gene-dependent Expression

description: <b>Summary</b>The data and scripts presented were used to assess the relevance of plant integrity in plant-herbivore interactions. Using spider mites (<i>Tetranhycus urticae</i>) we examined the induction of direct plant defences after short infestations in intact and detached leaves of two tomato varieties (Castlemart and Moneymaker). We also tested whether induced defences persisted in detached leaves after long-term infestations. To test this, we measured the expression of plant defence-related genes PPO-D and PI-IIc (involved in the jasmonate signal pathway) and PR-1a (involved in the salicylic acid signal pathway).<br><b>Files available</b>We provide two dataset files (.csv):Dataset_entire_detached_defencesDataset_detached_long_infestWe also provide two script files (.Rmd):Script_IntactvsDetachedScript_detached_long_infest<br>
DOI: 10.6084/m9.figshare.28750130.v1
title: <b>Inducible Tomato Defences Persist in Detached Leaves, Despite Differential Plant Variety and Gene-dependent Expression</b>m

description: The data and scripts presented here were used to assess the relevance of plant integrity in plant-herbivore interactions. To test this, we measured the expression of plant defence-related genes (PPO-D and PI-IIc, involved in the jasmonate signal pathway and PR-1a, involved in the salicylic acid signal pathway) in intact plants and detached leaves of two tomato varieties infested or not with the herbivorous spider mite <i>Tetranychus urticae</i>. We also tested whether defences persisted in detached leaves after one, four, seven or fourteen days of infestation.<br><br>We provide 4 files:<b>Two .Rmd files:</b> Script_IntactvsDetached, Script_detached_long_infest <b>Two .csv files:</b> Dataset_entire_detached_defences, Dataset_detached_long_infest<br>
DOI: 10.7910/dvn/cbp8jf
title: Replication data for: Do Sex Offender Registration and Notification Laws Affect Criminal Behavior?

description: Sex offenders have become the targets of some of the most far-reaching and novel crime legislation in the U.S. Two key innovations in recent decades have been registration and notification laws which, respectively, require that convicted sex offenders provide valid contact information to law enforcement authorities, and that information about sex offenders be made public. Using the evolution of state law during the 1990s and 2000s, we study how registration and notification affect the frequency of reported sex offenses and the incidence of such offenses across victims. We find evidence that registration reduces the frequency of sex offenses by providing law enforcement with information on local sex offenders. As we predict using a simple model of criminal behavior, this decrease in crime is concentrated among “local” victims (e.g., friends, acquaintances, neighbors) with no evidence of less crime occurring against strangers. We also find evidence that notification has reduced crime, but not, as legislators anticipated, by disrupting the criminal conduct of convicted sex offenders. Our results instead suggest that notification deters nonregistered sex offenders, and may, in fact, increase recidivism among registered offenders by reducing the relative attractiveness of a crime-free life. This finding is consistent with work by criminologists showing that notification imposes social and financial costs on registered sex offenders, perhaps offsetting the relative benefits of forgoing criminal activity. We regard this latter finding as important, given that the purpose of notification is to reduce recidivism.
DOI: 10.15468/dl.prafvh
title: Occurrence Download

description: A dataset containing 7943062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1980-2026"
 ]
}

 The dataset includes 7943062 records from 3825 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000021-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdn4t3
title: Occurrence Download

description: A dataset containing 815884 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-39.59126 -18.4981,-40.82095 -17.83406,-42.35806 -18.15378,-43.50167 -18.90389,-44.43623 -19.44496,-44.78055 -20.56397,-43.93206 -21.19112,-43.10817 -21.21571,-42.34576 -21.08044,-41.75551 -20.76072,-40.96851 -20.61316,-40.34137 -20.67465,-39.60355 -19.45725,-39.59126 -18.4981))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 815884 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074884-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3eskhr
title: Occurrence Download

description: A dataset containing 812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Cipangopaludina japonica (E.von Martens, 1861)"
 ]
}

 The dataset includes 812 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074910-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpsucs
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000568-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxu9hx
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia brunnea Cambess."
 ]
}

 The dataset includes 29 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074913-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnfupa
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-150211104439307/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1jj3db
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-150221044754056/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.22679080.v5
title: Supplementary Tables for Veseli et al. 2023

description: Supplementary tables for the study by Veseli et al. titled "High metabolic independence is a determinant of microbial resilience in the face of gut stress".
DOI: 10.15468/dl.bxlbxg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz8kxp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000568-150210113312293/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ozd4ad
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000571-150216165555722/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gn5kit
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw0vxp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009462-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qkozg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eghbpg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000571-150523225239109/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.