cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25413/sun.25050368
title: MapWAPS Invasive Alien Plant map for the Sabie-Crocodile Catchments

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the Sabie-Crocodile Catchments, derived from a Gradient Tree Boost (GTB) classification of a Sentinel-2 image at a 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training data.Condition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.25413/sun.25050368.v4
title: MapWAPS Invasive Alien Plant map for the Sabie-Crocodile Catchments

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the Sabie-Crocodile Catchments, derived from a Gradient Tree Boost (GTB) classification of a Sentinel-2 image at a 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training data.Condition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.25413/sun.25050368.v3
title: Invasive Alien Plant map for the Sabie-Crocodile Catchments

description: A map of the occurrence of key invasive alien plants in the Sabie-Crocodile Catchments, derived from a Gradient Tree Boost (GTB) classification of a Sentinel-2 image at a 10m spatial resolution<br>
DOI: 10.25413/sun.25050314
title: MapWAPS Invasive Alien Plant Map for the Luvuvhu Catchment

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the Luvuvhu Catchment, derived using a Random Forest classification of a Sentinel-2 image at 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training dataCondition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.25413/sun.25050314.v3
title: MapWAPS Invasive Alien Plant Map for the Luvuvhu Catchment

description: A map of the occurrence of the key woody invasive alien plants in the Luvuvhu Catchment, derived from a Random Forest classification of a Sentinel-2 image at 10 m spatial resolution.<br>
DOI: 10.25413/sun.25050314.v4
title: MapWAPS Invasive Alien Plant Map for the Luvuvhu Catchment

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the Luvuvhu Catchment, derived using a Random Forest classification of a Sentinel-2 image at 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training dataCondition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.25413/sun.25050401
title: MapWAPS Invasive Alien Plant Map for the uMzimvubu Catchment

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the uMzimvubu Catchment, derived using a Random Forest classification of a Sentinel-2 image at 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training dataCondition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.15468/dl.dxtg7c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041597-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25413/sun.25050401.v3
title: MapWAPS Invasive Alien Plant Map for the uMzimvubu Catchment

description: A map of the occurrence of key invasive alien plants in the uMzimvubu Catchment, derived using a Random Forest classification of a Sentinel-2 image at 10m spatial resolution.<br>
DOI: 10.25413/sun.25050401.v4
title: MapWAPS Invasive Alien Plant Map for the uMzimvubu Catchment

description: This archive contains the following data:A map of the occurrence of key invasive alien plants in the uMzimvubu Catchment, derived using a Random Forest classification of a Sentinel-2 image at 10m spatial resolution. (.tif file)A metadata file for the mapThe training data (.shp)A metadata file for the training dataCondition of useAll academics using this dataset in any scientific publication shall offer first right of refusal for co-authorship on any manuscripts.Practitioners are free to use the dataset.<b>Disclaimer</b>: This dataset is provided 'as is' without any guarantees or warranties of accuracy, completeness, or fitness for a particular purpose. Users are solely responsible for assessing and interpreting the data, and any reliance on the dataset is at their own risk. The publisher assumes no liability for any damages or losses resulting from the use or interpretation of the data. Users are advised to read and understand the limitations of the dataset before using it.Licence Type: CC-BY-SAThis license enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. CC BY-SA includes the following elements:BY: credit must be given to the creator.<br>SA: Adaptations must be shared under the same terms.
DOI: 10.15468/dl.ayeytt
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Japan",
 "GadmGid is JPN.45_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Ischaemum anthephoroides"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041596-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63k7gp
title: Occurrence Download

description: A dataset containing 22750204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUS.10_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 22750204 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041568-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtbhyk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haplochromis cinereus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041598-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mnzqga
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1298 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041599-250811113504898/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.27889212
title: Temporal secretome profiling of Botrytis cinerea reveals proteins involved in plant invasion and survival

description: Study of Botrytis cinerea secretome at different time scale of infection establishment.
DOI: 10.6084/m9.figshare.27889212.v1
title: Temporal secretome profiling of Botrytis cinerea reveals proteins involved in plant invasion and survival

description: Study of Botrytis cinerea secretome at different time scale of infection establishment.
DOI: 10.6084/m9.figshare.29978527
title: My final data.xlsx

description: Strengths and Gaps in Mass Gathering Event-Based Surveillance (EBS): A Scoping Review Data
DOI: 10.6084/m9.figshare.29978527.v1
title: My final data.xlsx

description: Strengths and Gaps in Mass Gathering Event-Based Surveillance (EBS): A Scoping Review Data
DOI: 10.5281/zenodo.16939399
title: Electric Resistivity and Magnetic studies at Dinogetia Roman Castrum, September 2021

description: Field campaign: SEPTEMBER 2021, faza 6

Acquisition instruments: AGI Ministing Resistivimeter, Geometrics G864 Magnetometer, Geometrics G856 Magnetometer/Gradientmeter   Locations: Garva, jud. Tulcea

Data operator/curator: Sorin Anghel, soanghel@geoecomar.ro

Coordinate System: Geographic - WGS 84/Stereo70 - Dealul Piscului 1970

Description: Identificarea obiectelor ingropate si submerse cu potential arheologic

Software: AGI Earth Imager 2D/3D, Geosoft Oasis Montaj, Microsoft Excel
DOI: 10.5281/zenodo.16939400
title: Electric Resistivity and Magnetic studies at Dinogetia Roman Castrum, September 2021

description: Field campaign: SEPTEMBER 2021, faza 6

Acquisition instruments: AGI Ministing Resistivimeter, Geometrics G864 Magnetometer, Geometrics G856 Magnetometer/Gradientmeter   Locations: Garva, jud. Tulcea

Data operator/curator: Sorin Anghel, soanghel@geoecomar.ro

Coordinate System: Geographic - WGS 84/Stereo70 - Dealul Piscului 1970

Description: Identificarea obiectelor ingropate si submerse cu potential arheologic

Software: AGI Earth Imager 2D/3D, Geosoft Oasis Montaj, Microsoft Excel
DOI: 10.15468/dl.cfe9th
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Japan",
 "GadmGid is JPN.45_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Lathyrus japonicus"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041600-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15349715
title: Coexisting with humans: genomic and behavioural consequences in a small and isolated bear population

description: Ursus arctos marsicanus — Frozen Release

Genome assembly: mUrsArc1.1.primarysoftmask.fasta.gz

BRAKER3 gene models: UrArMar.braker3.tsebra.gff3.gz

BRAKER3 protein sequences: UrArMar.braker3.tsebra.aa.gz

BRAKER3 protein sequences (longest transcript per gene only): UrArMar.braker3.tsebra.aa.LTPG.fa.gz

BRAKER3 coding sequences: UrArMar.braker3.tsebra.codingseq.gz

Functional annotation: UrArMar.braker3.tsebra.interproscan.Pfam.L.gff3

 

After manual curation of target genes

BRAKER3 gene models: UrArMar.braker3.tsebra.MANUAL.gff3.gz

BRAKER3 protein sequences (longest transcript per gene only): UrArMar.braker3.tsebra.aa.LTPG.MANUAL.fa.gz
DOI: 10.5281/zenodo.15349716
title: Coexisting with humans: genomic and behavioural consequences in a small and isolated bear population

description: Ursus arctos marsicanus — Frozen Release

Genome assembly: mUrsArc1.1.primarysoftmask.fasta.gz

BRAKER3 gene models: UrArMar.braker3.tsebra.gff3.gz

BRAKER3 protein sequences: UrArMar.braker3.tsebra.aa.gz

BRAKER3 protein sequences (longest transcript per gene only): UrArMar.braker3.tsebra.aa.LTPG.fa.gz

BRAKER3 coding sequences: UrArMar.braker3.tsebra.codingseq.gz

Functional annotation: UrArMar.braker3.tsebra.interproscan.Pfam.L.gff3

 

After manual curation of target genes

BRAKER3 gene models: UrArMar.braker3.tsebra.MANUAL.gff3.gz

BRAKER3 protein sequences (longest transcript per gene only): UrArMar.braker3.tsebra.aa.LTPG.MANUAL.fa.gz
DOI: 10.5281/zenodo.16939254
title: Perturbation datasets.
DOI: 10.15468/dl.2pk426
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041601-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16882238
title: Social Networks of Prosobab

description: This repository contains networks of people and documents mined from the database dump of Prosobab - an open access prosopography of Babylonia in the Neo-Babylonian and Persian periods (c. 620-330 BCE) at https://prosobab.leidenuniv.nl/ (Waerzeggers et al., 2019; Waerzeggers & Groß, 2022). The database was created by the ERC Consolidator Grant project Persia and Babylonia at Leiden University. The database can be browsed online but, as it is a university project, the continuance of the the site cannot be guaranteed.

From the database, we extracted information on all cuneiform documents, persons, and their attestations in documents. From this data, we created several node and edge lists that are ready-made for social network analysis. These include co-occurrence networks of persons and cuneiform documents, and several directed networks representing various social relations between persons. Node and edge lists contain rich metadata that has been extracted from Prosobab.

Folders- Networks: node and edge lists for social networks analysis.- ProsobabData: the data we extracted from the database, available as an Excel worksheet and TSV files.- Queries: the SQL queries used for extracting data from the database.- SupplementaryFiles: various files used in data processing.

ReferencesWaerzeggers, C., Groß, M., et al. (2019). Prosobab: Prosopography of Babylonia (c. 620–330 BCE). Leiden University. https://prosobab.leidenuniv.nl.Waerzeggers, C., & Groß, M. (2022). Prosobab (version 1.0). DANS Data Station Archaeology. https://doi.org/10.17026/dans-zvn-eece.
DOI: 10.5281/zenodo.16939454
title: Meteorological Data from Kardamyla, Chios: May 2025 Baseline Measurements for the MUSICA Project

description: Key Statistics





Monthly mean temperature: 19.8 °C




Maximum temperature: 31.8 °C




Minimum temperature: 8.6 °C




Total precipitation: 13.2 mm




Day of maximum precipitation: 26/05 (7.2 mm)




Total rainy days: 4 (2 days >2 mm, 0 days >20 mm)




Maximum wind gust: 90.1 km/h




Dominant wind direction: North



Brief Analysis

May 2025 marked the start of summer-like conditions.The mean monthly temperature rose to nearly 20 °C, with peak values exceeding 31 °C.Rainfall was very limited (13 mm), scattered in a few days, confirming dry late-spring weather.However, the month was windy, including an extreme gust of 90 km/h on the 16th, one of the strongest events of the year.
DOI: 10.5281/zenodo.16939455
title: Meteorological Data from Kardamyla, Chios: May 2025 Baseline Measurements for the MUSICA Project

description: Key Statistics





Monthly mean temperature: 19.8 °C




Maximum temperature: 31.8 °C




Minimum temperature: 8.6 °C




Total precipitation: 13.2 mm




Day of maximum precipitation: 26/05 (7.2 mm)




Total rainy days: 4 (2 days >2 mm, 0 days >20 mm)




Maximum wind gust: 90.1 km/h




Dominant wind direction: North



Brief Analysis

May 2025 marked the start of summer-like conditions.The mean monthly temperature rose to nearly 20 °C, with peak values exceeding 31 °C.Rainfall was very limited (13 mm), scattered in a few days, confirming dry late-spring weather.However, the month was windy, including an extreme gust of 90 km/h on the 16th, one of the strongest events of the year.
DOI: 10.15468/dl.vn7hs4
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 637 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041603-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ner6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cobitis australis)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041604-250811113504898/datasets/export for details.
DOI: 10.15468/dl.qxvm5c
title: Occurrence Download

description: A dataset containing 1469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Nepal, Bhutan, Myanmar, Thailand, Viet Nam, Lao People’s Democratic Republic, Cambodia, Chinese Taipei, Malaysia, Indonesia, Philippines)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tithonia diversifolia"
 ]
}

 The dataset includes 1469 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041605-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2pap2
title: Occurrence Download

description: A dataset containing 10842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex obtusifolius",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10842 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041606-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.