cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2p7199
title: CCDC 2479420: Experimental Crystal Structure Determination

description: Related Article: Yuyang Dai, Ping Cui, Chen‐Ho Tung, Lingbing Kong|2025|Angew.Chem.,Int.Ed.|64|e202518214|doi:10.1002/anie.202518214
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17724371
title: Potential Shallow Landslides 1 September 2025 Val Fontanabuona, Ligury, Italy

description: The database comes from the use of the PANDA (Notti et al., 2024) method to map the potential shallow landslides (PL) occurred during the extreme rainfall event happened the night of the 1st    September 2025 in a central sector of Val Fontanabuona (Liguria, Italy). 

A pre-event image acquired on 7 September 2024 and a post-event image acquired on 1 October 2025 were used, obtained by Sentinel-2 satellites (https://browser.dataspace.copernicus.eu/), both filtered with a 30% cloud-cover threshold. Subsequently, the CloudMask layer (available in the S2 dataset) was added to filter. 

Then the NDVI (Normalized Difference Vegetation Index) was calculated both for the pre the post event images, to calculate its variation by using the subsequent formula:

NDVIvar = NDVIpost - NDVIpre

 

The 5-m DTM of Regione Liguria was used in order to filter the PL with the derived slope degree. 

 In the end, to identify the PL polygons were used 2 thresholds:

 

NDVI variation ≤ -0.15;

Slope ≥ 15°;

 

The preliminary polygons obtained by using these first thresholds were further filtered by: 

- Removing PLs that were within the shadows of the clouds, that were not included by the CloudMask.

- Reclassifying PLs probably related to Hydraulic Processes using the distance from the polygon to the water bodies, and the percentage of area included inside the water course. Those polygons have been reclassified as HyP (Class 1).

- Removing land use change (related to variations of vegetation), by using two other satellite images, one from 13 August 2024 and one from 5 August 2025. Those polygons have been reclassified as LuC (Class 2).

 

The remaining polygons have been classified as Potential Landslides (Class 0).

 

The polygons obtained from these filters are inside the “PL_valFontanabuona_202509001” geopackage.

 

Then, inside “Ground_valFontanabuona_202509001” geopackage, it’s possible to find two validation points, that correspond to two geolocated ground truths based on photo and drone videos of landslides, published by the local news. Such information was used to validate the one identified by the PANDA method. Inside the attribute table, it is possible to find a field called “Validation” where there are the links to the local online news and drone flies.

 

References:

 

Notti, D., Cignetti, M., Godone, D., Cardone, D., & Giordan, D. (2024). The unsuPervised shAllow laNdslide rapiD mApping: PANDA method applied to severe rainfalls in northeastern appenine (Italy). International Journal of Applied Earth Observation and Geoinformation, 129, 103806.

 

Local Team:

https://www.localteam.it/video/nubifragi-liguria-frane-isolano-frazione-a-favale-di-malvaro-drone

 

Il Secolo XIX:

https://www.ilsecoloxix.it/liguria/2025/09/02/news/maltempo_frane_allagamenti_aggiornamenti-15291822/
DOI: 10.5281/zenodo.17724370
title: Potential Shallow Landslides 1 September 2025 Val Fontanabuona, Ligury, Italy

description: The database comes from the use of the PANDA (Notti et al., 2024) method to map the potential shallow landslides (PL) occurred during the extreme rainfall event happened the night of the 1st    September 2025 in a central sector of Val Fontanabuona (Liguria, Italy). 

A pre-event image acquired on 7 September 2024 and a post-event image acquired on 1 October 2025 were used, obtained by Sentinel-2 satellites (https://browser.dataspace.copernicus.eu/), both filtered with a 30% cloud-cover threshold. Subsequently, the CloudMask layer (available in the S2 dataset) was added to filter. 

Then the NDVI (Normalized Difference Vegetation Index) was calculated both for the pre the post event images, to calculate its variation by using the subsequent formula:

NDVIvar = NDVIpost - NDVIpre

 

The 5-m DTM of Regione Liguria was used in order to filter the PL with the derived slope degree. 

 In the end, to identify the PL polygons were used 2 thresholds:

 

NDVI variation ≤ -0.15;

Slope ≥ 15°;

 

The preliminary polygons obtained by using these first thresholds were further filtered by: 

- Removing PLs that were within the shadows of the clouds, that were not included by the CloudMask.

- Reclassifying PLs probably related to Hydraulic Processes using the distance from the polygon to the water bodies, and the percentage of area included inside the water course. Those polygons have been reclassified as HyP (Class 1).

- Removing land use change (related to variations of vegetation), by using two other satellite images, one from 13 August 2024 and one from 5 August 2025. Those polygons have been reclassified as LuC (Class 2).

 

The remaining polygons have been classified as Potential Landslides (Class 0).

 

The polygons obtained from these filters are inside the “PL_valFontanabuona_202509001” geopackage.

 

Then, inside “Ground_valFontanabuona_202509001” geopackage, it’s possible to find two validation points, that correspond to two geolocated ground truths based on photo and drone videos of landslides, published by the local news. Such information was used to validate the one identified by the PANDA method. Inside the attribute table, it is possible to find a field called “Validation” where there are the links to the local online news and drone flies.

 

References:

 

Notti, D., Cignetti, M., Godone, D., Cardone, D., & Giordan, D. (2024). The unsuPervised shAllow laNdslide rapiD mApping: PANDA method applied to severe rainfalls in northeastern appenine (Italy). International Journal of Applied Earth Observation and Geoinformation, 129, 103806.

 

Local Team:

https://www.localteam.it/video/nubifragi-liguria-frane-isolano-frazione-a-favale-di-malvaro-drone

 

Il Secolo XIX:

https://www.ilsecoloxix.it/liguria/2025/09/02/news/maltempo_frane_allagamenti_aggiornamenti-15291822/
DOI: 10.15468/dl.8bgzj9
title: Occurrence Download

description: A dataset containing 1902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii",
 "DecimalLongitude is not null",
 "DecimalLatitude is not null"
 ]
}

 The dataset includes 1902 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccx7s5
title: Occurrence Download

description: A dataset containing 18453 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi de l'expansion du Frelon asiatique (Vespa velutina) : données Frelon"
 ]
}

 The dataset includes 18453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009880-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17724044
title: Sample Student Records Spring 2025

description: This dataset contains fictional student academic records for Spring 2025, including GPA, major, and semester information. Intended for demonstration purposes in data curation and repository management exercises.
DOI: 10.5281/zenodo.17724043
title: Sample Student Records Spring 2025

description: This dataset contains fictional student academic records for Spring 2025, including GPA, major, and semester information. Intended for demonstration purposes in data curation and repository management exercises.
DOI: 10.5281/zenodo.17723595
title: Examination of Enablers and Barriers to Environmentally sustainability practice in the logistic operation of SMEs in Ethiopia
DOI: 10.5281/zenodo.17723594
title: Examination of Enablers and Barriers to Environmentally sustainability practice in the logistic operation of SMEs in Ethiopia
DOI: 10.15468/dl.vgkcb9
title: Occurrence Download

description: A dataset containing 10275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus maritimus"
 ]
}

 The dataset includes 10275 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009882-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fyh7u
title: Occurrence Download

description: A dataset containing 1624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dactylorhiza romana"
 ]
}

 The dataset includes 1624 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009883-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17611533
title: Morphometric and Environmental Data

description: This dataset is associated with the manuscript “Increase the magnification, they are shrinking! Morphometric variations of the planktic foraminifera Globigerina bulloides in response to environmental changes over the last 27.4 ka in the Ligurian Sea”, currently under revision in Marine Micropaleontology.
DOI: 10.17172/nomad/2025.11.26-1
title: NOMAD dataset: 6CPP-opening-on-Cu111
DOI: 10.15468/dl.jpbmwv
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.13.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Viburnum lantana"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009886-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf4a43
title: Occurrence Download

description: A dataset containing 23253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bulimulidae"
 ]
}

 The dataset includes 23253 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009887-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23669/cedmkr
title: Stavovi i percepcije braka i obitelji: kvalitativno istraživanje u sklopu kolegija "Mješovita metodologija u sociološkom istraživanjima" 2024./25.

description: Kvalitativna dionica projekta izvedenog u sklopu kolegija "Mješovita metodologija u sociološkim istraživanjima" u ljetnom semestru 2024./25. U fokusu ove dionice istraživanja su mišljenja i osjećaji o braku i obitelji. Pogotovo su od interesa bili različiti načini na koji raznoliki ljudi definiraju obitelj i brak, razmišljanja o drugim obiteljskim oblicima (npr. o kohabitaciji ili istospolnim partnerstvima) kao i o razvodu, roditeljstvu općenito te o razlozima zbog kojih se ljudi odlučuju (ne) imati djecu. Pri tome su od interesa bila i osobna iskustva sudionika vezano uz te teme (primjerice, odrastanje u određenim oblicima obitelji i sredinama ili vlastita romantična povijest) i kako su ona utjecala na njihova razmišljanja i osjećaje.
DOI: 10.17632/w23d2wss7g.1
title: Calcium-O-Sr-Nd isotope evidences for the origin of REE-bearing carbonatite from carbonate-metasomatized lithospheric mantle

description: The data present comprehensive results of bulk-rock and in-situ mineral (olivine, apatite, calcite, and dolomite) major, trace elements, and Ca-O-Sr-Nd isotopes for the Qieganbulake carbonatite, located at the northeastern margin of the Tarim craton
DOI: 10.17632/w23d2wss7g.2
title: Calcium-O-Sr-Nd isotope evidences for the origin of REE-bearing carbonatite from carbonate-metasomatized lithospheric mantle

description: The data present comprehensive results of bulk-rock and in-situ mineral (olivine, apatite, calcite, and dolomite) major, trace elements, and Ca-O-Sr-Nd isotopes for the Qieganbulake carbonatite, located at the northeastern margin of the Tarim craton
DOI: 10.17632/w23d2wss7g.3
title: Calcium-O-Sr-Nd isotope evidence for the origin of REE-bearing carbonatite from metasomatized lithospheric mantle without recycled carbonate

description: The data present comprehensive results of bulk-rock and in-situ mineral (olivine, apatite, calcite, and dolomite) major, trace elements, and Ca-O-Sr-Nd isotopes for the Qieganbulake carbonatite, located at the northeastern margin of the Tarim craton
DOI: 10.17632/kczkstgj8h
title: How Does Environmental Education Participation Influence College Students' Green Consumption Intention: A Moderated Chain Mediation Model

description: How Does Environmental Education Participation Influence College Students' Green Consumption Intention: A Moderated Chain Mediation Model
DOI: 10.17632/kczkstgj8h.1
title: How Does Environmental Education Participation Influence College Students' Green Consumption Intention: A Moderated Chain Mediation Model

description: How Does Environmental Education Participation Influence College Students' Green Consumption Intention: A Moderated Chain Mediation Model
DOI: 10.15468/dl.w66x3y
title: Occurrence Download

description: A dataset containing 58025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Barbarea vulgaris hirsuta, Barbarea vulgaris longisiliquosa, Barbarea vulgaris macrophylla, Barbarea vulgaris patens, Barbarea vulgaris rivularis, Barbarea vulgaris sibirica, Barbarea vulgaris sylvestris, Barbarea vulgaris typica, Barbarea vulgarus arcuata, Barbarea vulgarus brachycarpa, Barbarea vulgarus longisiliquosa, Barbarea vulgarus sylvestris, Campe barbarea, Campe barbarea, Campe barbarea hirsuta, Campe rivularis, Campe stricta taurica, Campe vulgaris, Cheiranthus ibericus, Cheiranthus laevigatus, Cheiranthus laevigatus, Crucifera arcuata, Crucifera barbaraea, Crucifera barbarea, Eruca barbarea, Erysimum arcuatum, Erysimum arcuatum, Erysimum barbarea, Erysimum barbarea patens, Erysimum lucidum, Erysimum lyratum, Erysimum lyrifolium, Sisymbrium barbarea, Sisymbrium barbarea, Centaurea montana, Centaurea angustifolia, Centaurea carpathica, Centaurea caucasica, Centaurea caucasica, Centaurea chlorantha, Centaurea chlorantha, Centaurea cyanantha, Centaurea floccosa, Centaurea floccosa, Centaurea graminifolia, Centaurea graminifolia, Centaurea granitica, Centaurea leucantha, Centaurea montana dentata, Centaurea montana montana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 58025 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049454-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/k73n-wq06
title: "Transition toward Carbon Neutrality"

description: "Provided in Manuscript "
DOI: 10.15468/dl.sndrvn
title: Occurrence Download

description: A dataset containing 1215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Philippines",
 "TaxonKey is Croton L."
 ]
}

 The dataset includes 1215 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007258-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25820/data.006185
title: Monthly 0.05° gross primary production, net ecosystem exchange, and evapotranspiration estimates for western U.S. drylands

description: This dataset includes monthly gross primary production (GPP), net ecosystem exchange (NEE), and evapotranspiration (ET) estimates for the western United States at 0.05° resolution for April 2015 through December 2020. Eddy covariance GPP, NEE, and ET observations from a network of 28 sites were upscaled using an ensemble of 560 artificial neural networks (ANNs) based on MODIS vegetation indices, MODIS land surface temperature, SMAP soil moisture/temperature, and Rangeland Analysis v3 sub pixel plant functional type fractional cover. The model ensemble captured &gt;70% of the monthly variance in GPP and ET and ~35% for NEE. The model also captured 70-80% of the spatial variance in GPP and ET (~50% for NEE) and ~80-98% of the mean seasonal variance in GPP and ET at the majority of the eddy covariance sites.
DOI: 10.15468/dl.jq86pp
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipremnum pinnatum (L.) Engl.",
 "Country is Indonesia"
 ]
}

 The dataset includes 172 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010711-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4j2gqn
title: Occurrence Download

description: A dataset containing 0 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 (Neofelis nebulosa (Griffith, 1821))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016082-250525065834625/datasets/export for details.
DOI: 10.25919/9p6s-gh69
title: Parkes observations for project PX500 semester 2025APRS_15

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.25919/ddpq-p336
title: Parkes observations for project PX500 semester 2025APRS_14

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.25919/e1d7-7f82
title: Parkes observations for project P1344 semester 2025APRS_05

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The commissioning of new dedicated FRB detection systems has led to an exponential increase in the detected FRBs over the last decade. Despite &gt;700 FRBs published to date, there is still a lack of understanding about the physical mechanisms through which FRB emission is produced. Due to the possibility of detecting multiple bursts from the same source in a repeating FRB, it forms an ideal sample set to uncover the physics of the source (e.g., emission mechanism, progenitor surrounding media), and test possible progenitor models. The coherent upgrade to the FRB detection system to ASKAP is expected to detect ~1 FRB/week. However, due to the limited fractional bandwidth available with ASKAP and survey nature of the telescope, probing the spectro-polarimetric characteristics of repeating sources is non-optimal. Hence, the large bandwidth offered by the ultra wideband-low (UWL) on Parkes/Murriyang is an ideal instrument to follow-up repeating FRB sources discovered through CRACO. We propose using the unallocated time/Green Time on UWL to follow up repeater-like sources to study their wideband spectro-polarimetric characteristics.
DOI: 10.15468/dl.9pj8wc
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-84.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Vipera seoanei Lataste, 1879"
 ]
}

 The dataset includes 100 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016083-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60859/8m8x-zp44
title: NG00082
DOI: 10.25420/britishmuseum.31066042
title: Lost Wax 1 - Annotations

description: eaf file for asset 2021LG04-A14-0411 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066042.v1
title: Lost Wax 1 - Annotations

description: eaf file for asset 2021LG04-A14-0411 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066060
title: Lost Wax 3 - Annotations

description: eaf file for asset 2021LG02-A14-0413 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066060.v1
title: Lost Wax 3 - Annotations

description: eaf file for asset 2021LG02-A14-0413 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066084
title: Lost Wax 4 - Annotations

description: eaf file for asset 2021LG02-A14-0414 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066084.v1
title: Lost Wax 4 - Annotations

description: eaf file for asset 2021LG02-A14-0414 with annotations in spanish and english.
DOI: 10.3535/lts-fw3-t7b
title: Amoria jansae van Pel & Moolenbeek, 2010

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.