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

description: A dataset containing 16922 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes japonicus (Theobald, 1901)"
 ]
}

 The dataset includes 16922 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007818-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/xjntfg
title: PAN-00175621 - pinch lead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175621&lt;/p&gt;
description: Modified: 2025-10-21T11:05:01+02:00
DOI: 10.15468/dl.cpna49
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia keerlii"
 ]
}

 The dataset includes 267 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039231-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ebpklj
title: PAN-00175131 - pinch lead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00175131&lt;/p&gt;
description: Modified: 2025-11-05T13:07:31+01:00
DOI: 10.15468/dl.wr473p
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia lasiocephala"
 ]
}

 The dataset includes 426 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039232-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26131/irsa566
title: Spitzer Cosmic Dawn Survey

description: Cosmic Dawn is a new infrared survey covering the three Euclid deep fields and four other Euclid calibration fields using Spitzer's Infrared Array Camera (IRAC). These new observations are combined with all relevant IRAC archival data of these fields in order to produce the deepest possible mosaics of these regions. In total, these observations represent nearly 11% of the total Spitzer mission time. The resulting mosaics cover a total of approximately 71.5 deg^2 in the 3.6 and 4.5 micron bands, and approximately 21.8 deg^2 in the 5.8 and 8 micron bands. They reach at least 24 AB magnitude in the 3.6 micron band and up to ~5 mag deeper in the deepest regions. The astrometry is tied to the Gaia astrometric reference system, and the typical astrometric uncertainty for sources with 16 &lt; [3.6] &lt; 19 is 0.15". The photometric calibration is in excellent agreement with previous WISE measurements. Given that the Spitzer Space Telescope has now been decommissioned these mosaics are likely to be the definitive reduction of these IRAC data. This survey therefore represents an essential first step in assembling multi-wavelength data on the Euclid deep fields which are set to become some of the premier fields for extragalactic astronomy in the 2020s.

This dataset or service is made available by the Infrared Science Archive (IRSA) at IPAC, which is operated by the California Institute of Technology under contract with the National Aeronautics and Space Administration.
DOI: 10.15468/dl.7yat4w
title: Occurrence Download

description: A dataset listing the 4134441 species recorded in GBIF matching the query:
{ }

 The dataset's 4134441 records were derived from 87666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039211-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajxhrj
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia lavanduloides"
 ]
}

 The dataset includes 1263 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039233-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26131/irsa654
title: An Improved Atlas of Full-Scan Spectra from ISO/SWS (SWS_Atlas)

description: This dataset contains an updated atlas of spectra from the Short-Wavelength Spectrometer (SWS) on the Infrared Space Observatory (ISO), which took spectra from 2.4 to 45 um. The updated atlas of Mizuno et al. (2025) contains 1035 spectra that were reprocessed starting from the "pws" files from the original atlas of Sloan et al. (2003).
This dataset or service is made available by the Infrared Science Archive (IRSA) at IPAC, which is operated by the California Institute of Technology under contract with the National Aeronautics and Space Administration.
DOI: 10.15468/dl.w7dufr
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia leucantha"
 ]
}

 The dataset includes 130 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039234-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqkxbk
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia lycioides"
 ]
}

 The dataset includes 103 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039235-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13853323
title: Dataset for the numerical simulation in the article "Catalytically biased self-assembly by hybridization of reversibility and irreversibility in a reaction network"

description: This dataset includes the essential source code and the corresponding numerical data for the self-assembly of a M6L4 square-based pyramid (SP) complex. 

The associated study is described in 

"Catalytically biased self-assembly by hybridization of reversibility and irreversibility in a reaction network", by T. Abe, S. Takahashi, H. Sato, and S. Hiraoka.
description: Included files are: 

NoCatalyst.f90: Main program producing the .dat files below for the case without ReO4-.

M6L4SP_AllReactions.pdf: All the elementary reactions considered in the chemical reaction network model. Numbering for the chemical species and the elementary reactios are given by the creator (S.T.) for the sake of numerical calculations. 

NumericalData.zip: Includes the following files, 

- Ratio.dat: Time evolution data of the existence ratios for the substances and the products. 

- nk.dat: Time evolution data of <n> and <k> values. 

- AllFreqTotalDiff.dat: Net reaction frequencies for all the elementary reactions included in the reaction network. 

- ARFF.dat, ARFB.dat, ARFD.dat: Given are the data of the reaction frequencies for forward and backward reactions and the difference between them for each elementary reaction in a predetermined time bins. 

- CompLbased.dat, CompMbased.dat: Time evolution data for the existence ratios of all the chemical species considered in the reaction network, calculated based on the total numbers of ligand and metal ion, respectively. 

- ExisNoCatalyst_L_Ini_Fin_220_X_n_k.dat: Experimental data of existence ratios for L, MX2, M6L4, M2L2, and X, and <n> and <k> values in the case without ReO4-.

 

While NoCatalyst.f90 is the program for simulating the case without ReO4-, it is possible to track the time evolution for the case with ReO4- by changing the integer values JK1f, ... to the corresponding values shown in the main text of the article. Based on NoCatalyst.f90, programs for searching rate constant parameters in 22 parameter space can be constructed. And simulations with different initial conditions as shown in the article can also be performed by changing the corresopnding numerical figures. 

Additional information is available upon request to S.T.
DOI: 10.5281/zenodo.13853324
title: Dataset for the numerical simulation in the article "Catalytically biased self-assembly by hybridization of reversibility and irreversibility in a reaction network"

description: This dataset includes the essential source code and the corresponding numerical data for the self-assembly of a M6L4 square-based pyramid (SP) complex. 

The associated study is described in 

"Catalytically biased self-assembly by hybridization of reversibility and irreversibility in a reaction network", by T. Abe, S. Takahashi, H. Sato, and S. Hiraoka.
description: Included files are: 

NoCatalyst.f90: Main program producing the .dat files below for the case without ReO4-.

M6L4SP_AllReactions.pdf: All the elementary reactions considered in the chemical reaction network model. Numbering for the chemical species and the elementary reactios are given by the creator (S.T.) for the sake of numerical calculations. 

NumericalData.zip: Includes the following files, 

- Ratio.dat: Time evolution data of the existence ratios for the substances and the products. 

- nk.dat: Time evolution data of <n> and <k> values. 

- AllFreqTotalDiff.dat: Net reaction frequencies for all the elementary reactions included in the reaction network. 

- ARFF.dat, ARFB.dat, ARFD.dat: Given are the data of the reaction frequencies for forward and backward reactions and the difference between them for each elementary reaction in a predetermined time bins. 

- CompLbased.dat, CompMbased.dat: Time evolution data for the existence ratios of all the chemical species considered in the reaction network, calculated based on the total numbers of ligand and metal ion, respectively. 

- ExisNoCatalyst_L_Ini_Fin_220_X_n_k.dat: Experimental data of existence ratios for L, MX2, M6L4, M2L2, and X, and <n> and <k> values in the case without ReO4-.

 

While NoCatalyst.f90 is the program for simulating the case without ReO4-, it is possible to track the time evolution for the case with ReO4- by changing the integer values JK1f, ... to the corresponding values shown in the main text of the article. Based on NoCatalyst.f90, programs for searching rate constant parameters in 22 parameter space can be constructed. And simulations with different initial conditions as shown in the article can also be performed by changing the corresopnding numerical figures. 

Additional information is available upon request to S.T.
DOI: 10.15468/dl.76pws5
title: Occurrence Download

description: A dataset containing 8131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((78.01599 27.83154, 78.17186 27.83154, 78.17186 27.9587, 78.01599 27.9587, 78.01599 27.83154))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 8131 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044635-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8avgyz
title: Occurrence Download

description: A dataset containing 88516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((75.5033 20.96531, 75.61782 20.96531, 75.61782 21.03173, 75.5033 21.03173, 75.5033 20.96531))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 88516 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044636-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yg7fg
title: Occurrence Download

description: A dataset containing 2021 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Reptiles and Amphibians in World Museum, National Museums Liverpool"
 ]
}

 The dataset includes 2021 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044637-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9559373
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.cyt76n
title: Occurrence Download

description: A dataset containing 3242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((78.00253 27.55198, 78.08529 27.55198, 78.08529 27.6282, 78.00253 27.6282, 78.00253 27.55198))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 3242 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044638-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9559396
title: BBC Burmese News rss
DOI: 10.5281/zenodo.13895206
title: QCA-2024-SCC-XV23010 R&D data

description: Project Code: QCA-2024-SCC-XV23010.This project is classified as CONFIDENTIAL. All information, data, and results associated with this project are strictly restricted to authorized personnel only. Any dissemination, distribution, or copying of the project details is strictly prohibited without prior approval from the project lead and the university's Office of Research Compliance.
DOI: 10.5281/zenodo.13895207
title: QCA-2024-SCC-XV23010 R&D data

description: Project Code: QCA-2024-SCC-XV23010.This project is classified as CONFIDENTIAL. All information, data, and results associated with this project are strictly restricted to authorized personnel only. Any dissemination, distribution, or copying of the project details is strictly prohibited without prior approval from the project lead and the university's Office of Research Compliance.
DOI: 10.15468/dl.bqe94u
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((75.18303 19.82126, 75.27564 19.82126, 75.27564 19.87093, 75.18303 19.87093, 75.18303 19.82126))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044639-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13759307
title: Mineral phases and growth conditions of morphologically diverse shelfal ferromanganese concretions

description: Data set used in the article "Mineral phases and growth conditions of morphologically diverse shelfal ferromanganese concretions"
DOI: 10.5281/zenodo.13759308
title: Mineral phases and growth conditions of morphologically diverse ferromanganese concretions from the Baltic Sea

description: Data set used in the article "Mineral phases and growth conditions of morphologically diverse ferromanganese concretions from the Baltic Sea"
DOI: 10.5281/zenodo.13893101
title: Mineral phases and growth conditions of morphologically diverse shelfal ferromanganese concretions

description: Data set used in the article "Mineral phases and growth conditions of morphologically diverse shelfal ferromanganese concretions"
DOI: 10.15468/dl.w2yv5m
title: Occurrence Download

description: A dataset containing 2618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "StateProvince is Texas",
 "Year is 2019"
 ]
}

 The dataset includes 2618 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044640-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7h5x8
title: Occurrence Download

description: A dataset containing 1009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((78.62753 28.76539, 78.84246 28.76539, 78.84246 28.90149, 78.62753 28.90149, 78.62753 28.76539))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1009 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044641-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnjz77
title: Occurrence Download

description: A dataset containing 13681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((75.25672 19.81298, 75.42559 19.81298, 75.42559 19.9289, 75.25672 19.9289, 75.25672 19.81298))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 13681 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044642-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13893976
title: Gunshot sound files and spectrogram images from passive acoustic monitoring data in Vietnam.

description: Introduction

This dataset was created to support benchmarking of automated gunshot detection models using 'torch for R'. The data includes recordings collected from Chu Mom Ray National Park in Vietnam combined with an open dataset of gunshots from Belize (Katsis et al. 2022). The dataset is organized into several folders containing .jpg images and their corresponding .wav audio clips. 

Data Summary

The dataset is divided into three main categories based on the region and use case:



imagesvietnamunbalanced: Contains spectrogram images and audio data collected from Chu Mom Ray National Park in Vietnam. These data are used for training and evaluating automated gunshot detection models.

imagesvietnam_belize: Includes spectrogram images and audio data from both Vietnam and Belize. The data in this folder is used for benchmarking model performance across different geographical regions.

testdatacombined: Separate test data to evaluate performance with a large number of noise clips, representing real-world automated detection scenarios.


Each .jpg image in these directories is associated with a .wav file representing a corresponding audio clip. The .wav files were recorded using passive acoustic monitoring and clips were isolated using manual annotations in Raven Pro Software.

If used please cite: 

Vu, T. T., Phan, D. V., Le, T. S., & Clink, D. J. (2024). Investigating hunting in a protected area in Southeast Asia using passive acoustic monitoring with mobile smartphones and deep learning. Ecological Indicators. 

Vu, T. T., Phan, D. V., Le, T. S., & Clink, D. J. (2024). Gunshot sound files and images from passive acoustic monitoring data in Vietnam. [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13893977

Katsis, Lydia; Hill, Andrew; Piña-Covarrubias, Evelyn; Prince, Peter; Rogers, Alex; Doncaster, C. Patrick; Snaddon, Jake (2022), “Tropical forest gunshot classification training audio dataset”, Mendeley Data, V3, doi: 10.17632/x48cwz364j.3
DOI: 10.5281/zenodo.13893977
title: Gunshot sound files and spectrogram images from passive acoustic monitoring data in Vietnam.

description: Introduction

This dataset was created to support benchmarking of automated gunshot detection models using 'torch for R'. The data includes recordings collected from Chu Mom Ray National Park in Vietnam combined with an open dataset of gunshots from Belize (Katsis et al. 2022). The dataset is organized into several folders containing .jpg images and their corresponding .wav audio clips. 

Data Summary

The dataset is divided into three main categories based on the region and use case:



imagesvietnamunbalanced: Contains spectrogram images and audio data collected from Chu Mom Ray National Park in Vietnam. These data are used for training and evaluating automated gunshot detection models.

imagesvietnam_belize: Includes spectrogram images and audio data from both Vietnam and Belize. The data in this folder is used for benchmarking model performance across different geographical regions.

testdatacombined: Separate test data to evaluate performance with a large number of noise clips, representing real-world automated detection scenarios.


Each .jpg image in these directories is associated with a .wav file representing a corresponding audio clip. The .wav files were recorded using passive acoustic monitoring and clips were isolated using manual annotations in Raven Pro Software.

If used please cite: 

Vu, T. T., Phan, D. V., Le, T. S., & Clink, D. J. (2024). Investigating hunting in a protected area in Southeast Asia using passive acoustic monitoring with mobile smartphones and deep learning. Ecological Indicators. 

Vu, T. T., Phan, D. V., Le, T. S., & Clink, D. J. (2024). Gunshot sound files and images from passive acoustic monitoring data in Vietnam. [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13893977

Katsis, Lydia; Hill, Andrew; Piña-Covarrubias, Evelyn; Prince, Peter; Rogers, Alex; Doncaster, C. Patrick; Snaddon, Jake (2022), “Tropical forest gunshot classification training audio dataset”, Mendeley Data, V3, doi: 10.17632/x48cwz364j.3
DOI: 10.15468/dl.gxyhpu
title: Occurrence Download

description: A dataset containing 28160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((77.91098 27.08665, 78.08544 27.08665, 78.08544 27.24732, 77.91098 27.24732, 77.91098 27.08665))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 28160 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044643-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.