cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13612636
title: GDCLD:A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images

description: GDCLD : A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images

Fang, C., Fan, X., Wang, X., Nava, L., Zhong, H., Dong, X., Qi, J., and Catani, F.: A globally distributed dataset of coseismic landslide mapping via multi-source high-resolution remote sensing images, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2024-239, in review, 2024.

 

Data description:

 

The training dataset and the validation dataset are composed of UAV, PlanetScope, Gaofen-6 and Map World images of the 5 earthquake regions of Luding, Nippes, Hokkaido, Jiuzhaigou and Mainling. There is no overlapping area in each TIFF. The training dataset and the validation dataset are randomly divided at a ratio of approximately 0.75:0.25.

 

train_dataset:

train_data: The train dataset part of the GDCLD data set contains 11162 data matrices (TIFF), and the shape of the matrix is (1024, 1024, 3) (TIFF).

train_label: The train dataset part of the GDCLD data set contains 11162 data matrices (TIFF), and the shape of the matrix is (1024, 1024, 1) (TIFF).

 

Validation_dataset

val_data: The validation dataset part of the GDCLD data set contains 4459 data matrices (TIFF), and the shape of the matrix is (1024, 1024, 3) (TIFF).

val_label: The validation dataset part of the GDCLD data set contains 4459 data matrices (TIFF), and the shape of the matrix is (1024, 1024, 1) (TIFF).

 

Test_dataset (Lushan, Sumatra, Mesetas and Palu dataset)

This package contains the original files of remote sensing images from three sources: UAV, Map World, and PlaneScope belonging to the Lushan, Sumatra, Mesetas and Palu earthquake regiones, which are used to display the test area.Future work:The future work includes additional landslide data that the authors will continue to upload. In this 2.0 version update, we have added UAV imagery and interpreted data for loess landslides triggered by the December 2023 M6.2 earthquake in Gansu, China, with a resolution of 0.1 m. Due to authorization constraints, we can only provide PNG files without geographic coordinates. Additionally, this update includes PlanetScope imagery of landslides induced by heavy rainfall in Guangdong, China, in 2024, as well as PlanetScope imagery and landslide labels for events triggered by the Hualien earthquake in Taiwan.Please note that this landslide dataset is publicly available exclusively for scientific research purposes and must not be used for commercial purposes.
DOI: 10.15468/dl.r9z3cd
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fabriciana elisa (Godart, 1823)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 226 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113088-240626123714530/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.26403523.v1
title: <b>Immune </b><b>e</b><b>ffects of </b><b>d</b><b>ifferent </b><b>f</b><b>orms of </b><b>bivalent</b><b> </b><b>v</b><b>accines </b><b>a</b><b>gainst ND and IBD in </b><b>c</b><b>hickens and </b><b>e</b><b>ffects on NDV </b><b>r</b><b>eplication</b>

description: In this study, two different forms of bivalent vaccines (rClone30-VP2L and rClone30+VP2L) was developed for preventing ND and IBD. The combined vaccine rClone30+VP2L stimulated stronger immune response in the initial stage of immunization, which affected replication of NDV, thereby reducing the immune effect of rClone30. The live vector vaccine rClone30-VP2L stimulated stronger immune response in the middle and late stage of immunization, which did not affected replication of NDV, therefore, the immunization effect of rClone30-VP2L was stronger than that of rClone30+VP2L vaccine. Therefore, the live vector vaccine can be used as a safe and effective vaccine candidate for preventing IBD and ND, and it provides an idea to develop other vaccines against viral infectious diseases.
DOI: 10.15468/dl.8yxrws
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanius fasciatus (Valenciennes, 1821)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 188 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgkru6
title: Occurrence Download

description: A dataset containing 14825804 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is naturgucker"
 ]
}

 The dataset includes 14825804 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113049-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/3j72dw
title: Flora of Amur Region (Starchenko, 2008): accepted names

description: A list of the tracheophyte names accepted in "Flora of Amur Region..." (Starchenko, 2008). The dataset was compiled as a first step towards further processing of the modern checklist for Amur Oblast, Russia.
Stable archival version (not edited, not curated).
The dataset includes 2,016 accepted species, subspecies and variety names. The original source listed 2,054 accepted taxa. We excluded 38 species marked "К" (cultivated): Allium cepa L., Allium fistulosum L., Allium sativum L., Aronia mitschurinii A.Skvorts. et Maitulina, Brassica oleracea L., Brassica rapa L., Campanula persicifolia L., Capsicum annuum L., Citrullus lanatus (Thunb.) Matsum. et Nakai, Cucumis sativus L., Cucurbita pepo L., Daucus carota L., Euryale ferox Salisb., Fragaria magna Thuill., Fragaria virginiana (Duch.) Mill., Grossularia reclinata (L.) Mill., Helianthus annuus L., Impatiens balsamina L., Lathyrus odoratus L., Lycopersicon esculentum Mill., Melo sativus Sager. ex M. Roem., Papaver somniferum L., Perilla frutensis (L.) Britt., Phaseolus coccineus L., Phaseolus vulgaris L., Phlox drummondii Hook, Phlox paniculata L., Prunus domestica L., Raphanus sativus L., Ribes aureum Pursh, Rudbeckia hirta L., Solanum melongena L., Solanum tuberosum L., Solidago gigantea Ait., Tagetes erecta L., Tagetes patula L., Zea mays L., Zinnia elegans Jacq. However, 45 species marked as either "К, АД" (cultivated and alien) or "К, РУ" (cultivated and ruderal) are included here.
Several minor orthographic errors in either scientific names or their authors were corrected manually. Some names were not automatically cross-linked with the GBIF backbone.
DOI: 10.15468/dl.pbecz5
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zingel asper (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 275 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj34qn
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Encyclia candollei (Lindl.) Schltr."
 ]
}

 The dataset includes 71 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113091-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy5ke2
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cottus petiti Băcescu & Băcescu-Meşter, 1964",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 309 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113092-240626123714530/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.26086030
title: Supplementary Dataset 1

description: Dataset for Mitigation of Motion Artifacts in Handheld Laser Speckle Contrast Imaging Illustrated on Psoriasis Lesions. https://doi.org/10.1109/TBME.2024.3438375This MATLAB dataset must be loaded in the provided software (https://doi.org/10.6084/m9.figshare.26086072.v1) for regeneration of the data shown in figures of the manuscript 'Mitigation of Motion Artifacts in Handheld Laser Speckle Contrast Imaging Illustrated on Psoriasis Lesions'
DOI: 10.15468/dl.jyfw39
title: Occurrence Download

description: A dataset containing 418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euproctus montanus (Savi, 1838)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 418 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113093-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk53j9
title: Occurrence Download

description: A dataset containing 2138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra lanzai Nascetti, Andreone, Capula & Bullini, 1988",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2138 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113094-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.387ssp
title: Occurrence Download

description: A dataset containing 203133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta garzetta (Linnaeus, 1766)",
 "Year 2019-2024"
 ]
}

 The dataset includes 203133 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113056-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr8c77
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus sardus Tschudi, 1837",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 766 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113095-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10435995
title: # Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?

description: This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5.
DOI: 10.5281/zenodo.10435996
title: # Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?

description: This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5.
DOI: 10.5281/zenodo.10541475
title: # Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?

description: This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5.
DOI: 10.5281/zenodo.10554618
title: # Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?

description: This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5.
DOI: 10.5281/zenodo.10556939
title: # Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?

description: This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5.
DOI: 10.6084/m9.figshare.3761562
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.15468/dl.bceu4k
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discoglossus montalentii Lanza, Nascetti, Capula & Bullini, 1984",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 232 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113097-240626123714530/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.26892547
title: MRL/lpr mouse gc-ms analysis database

description: database file of GC-MS analysis results from the MRL/LPR mouse model, including samples from the GI track, feces, and serum samples.
DOI: 10.6084/m9.figshare.26892547.v1
title: MRL/lpr mouse gc-ms analysis database

description: database file of GC-MS analysis results from the MRL/LPR mouse model, including samples from the GI track, feces, and serum samples.
DOI: 10.15468/dl.37r7rz
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyla sarda (De Betta, 1853)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 832 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113099-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zcj93
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Algyroides fitzingeri (Wiegmann, 1834)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 368 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113101-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nqwu6
title: Occurrence Download

description: A dataset containing 4949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Podarcis tiliguerta (Gmelin, 1789)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 4949 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113102-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y47fd
title: Occurrence Download

description: A dataset containing 13302582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Switzerland, Spain, Germany, France, Luxembourg, Belgium, Andorra, Liechtenstein, Slovakia, Slovenia, Czechia, Poland, Thailand, Cambodia, Myanmar, Lao People’s Democratic Republic, Viet Nam, Suriname, Costa Rica, French Guiana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Amphibia, Mammalia, Testudines, Crocodylia)"
 ]
}

 The dataset includes 13302582 records from 13371 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113058-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49a5sj
title: Occurrence Download

description: A dataset containing 2435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa sempervirens L.",
 "Year 1950-2025"
 ]
}

 The dataset includes 2435 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022344-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12208409
title: Code and model output to accompany "Internal ocean-atmosphere variability in kilometer-scale radiative-convective equilibrium" by Sokol et al. (2025)

description: This repository includes the SAM simulation output analyzed in Sokol et al. (2024).

File descriptions:



SAM_analysis.ipyn -- Jupyter notebook with code to conduct the analysis and recreate the figures in the paper

funcs.py and spm.py -- additional code used in the analysis notebook

data_files.zip -- contains 11 data files used in the analysis notebook. 


Contact: Adam Sokol (adam.sokol@princeton.edu)
DOI: 10.5281/zenodo.12208410
title: Code and model output to accompany "Internal ocean-atmosphere variability in kilometer-scale radiative-convective equilibrium" by Sokol et al. (2025)

description: This repository includes the SAM simulation output analyzed in Sokol et al. (2024).

File descriptions:



SAM_analysis.ipyn -- Jupyter notebook with code to conduct the analysis and recreate the figures in the paper

funcs.py and spm.py -- additional code used in the analysis notebook

data_files.zip -- contains 11 data files used in the analysis notebook. 


Contact: Adam Sokol (adam.sokol@princeton.edu)