cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6f6etd
title: Occurrence Download

description: A dataset containing 1109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "StateProvince is Occitanie",
 "TaxonKey is Julida"
 ]
}

 The dataset includes 1109 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020232-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79znef
title: Occurrence Download

description: A dataset containing 4826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Myioborus miniatus"
 ]
}

 The dataset includes 4826 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020231-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nz8u2s
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cascabela thevetia",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020233-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14647824
title: Synopeas, SMNS_Hym_Pla_001002 (JA11), synchrotron tomography dataset

description: Synopeas

SMNS_Hym_Pla_001002

JA11

D, BW, Lkr. Biberach, Altheim, N48°08.395' E9°26.943. 544 m, MF, 01.ix - 02.x.2013, leg. H. Schmalfuß

KIT synchrotron, 10x
DOI: 10.5281/zenodo.14647825
title: Synopeas, SMNS_Hym_Pla_001002 (JA11), synchrotron tomography dataset

description: Synopeas

SMNS_Hym_Pla_001002

JA11

D, BW, Lkr. Biberach, Altheim, N48°08.395' E9°26.943. 544 m, MF, 01.ix - 02.x.2013, leg. H. Schmalfuß

KIT synchrotron, 10x
DOI: 10.15468/dl.su2frz
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cascabela thevetia",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020234-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fjjun
title: Occurrence Download

description: A dataset containing 1524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parantica aglea",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1524 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020235-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14648079
title: Synopeas, (JA17), synchrotron tomography dataset

description: Synopeas

JA17

Chile: X Los Lagos, Chiloe Prov., Terao, -42.706212 -73.646343, 12.ii.2018, 61 m, sweep, morning + afternoon. Valdivian forest, leg. Lars Krogmann, 2018/021

KIT synchrotron, 10x
DOI: 10.5281/zenodo.14648080
title: Synopeas, (JA17), synchrotron tomography dataset

description: Synopeas

JA17

Chile: X Los Lagos, Chiloe Prov., Terao, -42.706212 -73.646343, 12.ii.2018, 61 m, sweep, morning + afternoon. Valdivian forest, leg. Lars Krogmann, 2018/021

KIT synchrotron, 10x
DOI: 10.15468/dl.m889m2
title: Occurrence Download

description: A dataset containing 14102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apteryx"
 ]
}

 The dataset includes 14102 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020236-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2510558-1
title: Investigating Spin-Wave Excitations in CsCuCl₃ and CsCoCl₃ via Inelastic Neutron Scattering

description: CsCuCl₃ and CsCoCl₃ are triangular lattice antiferromagnets (TLAs) with complex magnetic phases due to geometrical frustration. CsCuCl₃ features quantum phase transitions and chiral helimagnetic structures, while CsCoCl₃ shows domain-wall solitons and spin-wave excitations with two distinct magnetic transitions at 20 K and 8 K. However, the magnetic ground states of these systems remain unclear. This proposal aims to investigate the spin dynamics and magnetic excitations in CsCuCl₃ and CsCoCl₃ via inelastic neutron scattering (INS) using the MARI spectrometer. We will focus on low-energy excitations to understand quantum fluctuations, the role of the Dzyaloshinskii-Moriya (DM) interaction in stabilizing chiral magnetic structures, and solitonic excitations in CsCoCl₃. Measurements will be performed at multiple temperatures and energies (5–30 meV) to capture detailed spin dynamics. The study will provide key insights into the magnetic behaviour of these frustrated systems, advancing the understanding of TLAs. We request five days of beam time on the MARI spectrometer to complete this investigation.
DOI: 10.5286/isis.e.rb2510558
title: Investigating Spin-Wave Excitations in CsCuCl₃ and CsCoCl₃ via Inelastic Neutron Scattering

description: CsCuCl₃ and CsCoCl₃ are triangular lattice antiferromagnets (TLAs) with complex magnetic phases due to geometrical frustration. CsCuCl₃ features quantum phase transitions and chiral helimagnetic structures, while CsCoCl₃ shows domain-wall solitons and spin-wave excitations with two distinct magnetic transitions at 20 K and 8 K. However, the magnetic ground states of these systems remain unclear. This proposal aims to investigate the spin dynamics and magnetic excitations in CsCuCl₃ and CsCoCl₃ via inelastic neutron scattering (INS) using the MARI spectrometer. We will focus on low-energy excitations to understand quantum fluctuations, the role of the Dzyaloshinskii-Moriya (DM) interaction in stabilizing chiral magnetic structures, and solitonic excitations in CsCoCl₃. Measurements will be performed at multiple temperatures and energies (5–30 meV) to capture detailed spin dynamics. The study will provide key insights into the magnetic behaviour of these frustrated systems, advancing the understanding of TLAs. We request five days of beam time on the MARI spectrometer to complete this investigation.
DOI: 10.5281/zenodo.14990258
title: Synopeas, DPI_FSCA 00009688

description: Synopeas, DPI_FSCA 00009688

ET 008

KIT Synchrotron, 10x
DOI: 10.5281/zenodo.14990257
title: Synopeas, DPI_FSCA 00009688

description: Synopeas, DPI_FSCA 00009688

ET 008

KIT Synchrotron, 10x
DOI: 10.15468/dl.bwmbdz
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Cyclamen balearicum)"
 ]
}

 The dataset includes 1311 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020237-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2gqrb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cascabela thevetia",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020238-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3paud
title: Occurrence Download

description: A dataset containing 146490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trogon collaris",
 "Year 1970-2025"
 ]
}

 The dataset includes 146490 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020177-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14990351
title: Synopeas, DPI_FSCA 00009654

description: Synopeas, DPI_FSCA 00009654

ET 012

KIT Synchrotron, 10x
DOI: 10.5281/zenodo.14990352
title: Synopeas, DPI_FSCA 00009654

description: Synopeas, DPI_FSCA 00009654

ET 012

KIT Synchrotron, 10x
DOI: 10.15468/dl.u7464w
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cascabela thevetia",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020239-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v46e25
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parantica sita",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 515 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020240-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17204242
title: Indoor UWB Jammer Localization Dataset (Classification, Regression, Domain Alignment)

description: This dataset is used in the paper "Machine and Deep Learning for Indoor UWB Jammer Localization". It contains measurements of two types: per-corner diagnostic readings from DW-3000 registers and raw Channel Impulse Response (CIR) taps.

The dataset is organized into two parts:





Dataset.zip contains the source domain data in four folders (1, 2, 3, 4), each corresponding to a specific receiver position. This part has a total of 461,795 samples.




test_setup.zip contains measurements from a modified room layout for testing, also in four folders (1, 2, 3, 4). This part has a total of 28,793 samples.



The Positions.xlsx file, located inside the Dataset folder, provides the (x,y) coordinates for all samples. All data points are labeled with their folder name, identifying the receiver that recorded the data. This setup allows the dataset to be used for both classification (assigning the jammer to a predefined position on the grid) and regression (precise jammer localization).

Two additional files are provided for the Domain Alignment models: 



internal_baked.npz contains the extracted magnitude, sine phase, and cosine phase of the source dataset's complex-valued CIR samples.

external_baked.npz contains the extracted magnitude, sine phase, and cosine phase of the target dataset's complex-valued CIR samples.


See Additional details for Repository URL.
DOI: 10.5281/zenodo.17199559
title: Indoor UWB Jammer Localization Dataset (Classification, Regression, Domain Alignment)

description: This dataset is used in the paper "Machine and Deep Learning for Indoor UWB Jammer Localization". It contains measurements of two types: per-corner diagnostic readings from DW-3000 registers and raw Channel Impulse Response (CIR) taps.

The dataset is organized into two parts:





Dataset.zip contains the source domain data in four folders (1, 2, 3, 4), each corresponding to a specific receiver position. This part has a total of 461,795 samples.




test_setup.zip contains measurements from a modified room layout for testing, also in four folders (1, 2, 3, 4). This part has a total of 28,793 samples.



The Positions.xlsx file, located inside the Dataset folder, provides the (x,y) coordinates for all samples. All data points are labeled with their folder name, identifying the receiver that recorded the data. This setup allows the dataset to be used for both classification (assigning the jammer to a predefined position on the grid) and regression (precise jammer localization).

Two additional files are provided for the Domain Alignment models: 



internal_baked.npz contains the extracted magnitude, sine phase, and cosine phase of the source dataset's complex-valued CIR samples.

external_baked.npz contains the extracted magnitude, sine phase, and cosine phase of the target dataset's complex-valued CIR samples.


See Additional details for Repository URL.
DOI: 10.15468/dl.js48vy
title: Occurrence Download

description: A dataset containing 71778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arundo donax)",
 "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 71778 records from 653 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020211-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tauuae
title: Occurrence Download

description: A dataset containing 71736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alopias vulpinus)",
 "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 71736 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020224-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdhtnq
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Cyclamen cilicium)"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020241-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17193121
title: Datasets for: When Islands Collide: Divergence Predicts Outcomes of Secondary Contact During the Fusion of Sulawesi's Paleo-Archipelago

description: Datasets for phylogenomic study of Sulawesi and Borneo Eutropis. This includes:



Phylogenomic alignments and corresponding gene trees

Input files for phylogenomic analyses – including bpp, hhsd, structure, etc.

Genus-wide supermatrix – including concatenated and single locus alignments, accession table, and maximum SVL table.
DOI: 10.5281/zenodo.17193122
title: Datasets for: When Islands Collide: Divergence Predicts Outcomes of Secondary Contact During the Fusion of Sulawesi's Paleo-Archipelago

description: Datasets for phylogenomic study of Sulawesi and Borneo Eutropis. This includes:



Phylogenomic alignments and corresponding gene trees

Input files for phylogenomic analyses – including bpp, hhsd, structure, etc.

Genus-wide supermatrix – including concatenated and single locus alignments, accession table, and maximum SVL table.
DOI: 10.15468/dl.eszgzy
title: Occurrence Download

description: A dataset containing 2600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Apteryx"
 ]
}

 The dataset includes 2600 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020243-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18738/t8/vwrpqn
title: Testing Materials

description: Comprehension and Production Tasks
DOI: 10.5281/zenodo.14647269
title: Trichacis, SMNS_Hym_Pla_000769 (JA9), synchrotron tomography dataset

description: Trichacis

SMNS_Hym_Pla_000769

JA9

MF 2) D, BW, Tübingen, Steinenberg, N 48°31.837' E009°01.870', 471 m, 25.iv. - 13.v.2014, leg. T. Kothe, M. Engelhardt & Ch. König (Flurstücknr. 2906)

KIT synchrotron, 10x
DOI: 10.5281/zenodo.14647270
title: Trichacis, SMNS_Hym_Pla_000769 (JA9), synchrotron tomography dataset

description: Trichacis

SMNS_Hym_Pla_000769

JA9

MF 2) D, BW, Tübingen, Steinenberg, N 48°31.837' E009°01.870', 471 m, 25.iv. - 13.v.2014, leg. T. Kothe, M. Engelhardt & Ch. König (Flurstücknr. 2906)

KIT synchrotron, 10x
DOI: 10.17632/79g59sp69z
title: Fake Audio Dataset (ElevenLabs & Respeecher)

description: This dataset was created during the first semester of 2025. It consists of 600 synthetic audios generated with the ElevenLabs and Respeecher tools. It includes both audios generated with TTS (text-to-speech) and V2V (voice-to-voice). Specifically, there are 335 audios generated with ElevenLabs, of which 282 correspond to V2V and 53 to TTS; while 265 audios were generated with Respeecher, of which 210 are V2V and 55 are TTS. This results in a total of 492 V2V audios and 108 TTS audios. In terms of gender distribution, 49% of the audios are male voices, while 51% are female voices. The duration of the audios ranges from 8 to 10 seconds, with a sampling rate of 22,050 Hz. Most of the voices correspond to adults (538 out of 600).
This dataset can be used for: (1) training synthetic audio classification models, (2) performing external validation of synthetic audio classification models, and (3) applying attacks to audios and verifying the robustness of synthetic audio classification models.
DOI: 10.15468/dl.vehtxp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plumeria rubra",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020245-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/79g59sp69z.1
title: Fake Audio Dataset (ElevenLabs & Respeecher)

description: This dataset was created during the first semester of 2025. It consists of 600 synthetic audios generated with the ElevenLabs and Respeecher tools. It includes both audios generated with TTS (text-to-speech) and V2V (voice-to-voice). Specifically, there are 335 audios generated with ElevenLabs, of which 282 correspond to V2V and 53 to TTS; while 265 audios were generated with Respeecher, of which 210 are V2V and 55 are TTS. This results in a total of 492 V2V audios and 108 TTS audios. In terms of gender distribution, 49% of the audios are male voices, while 51% are female voices. The duration of the audios ranges from 8 to 10 seconds, with a sampling rate of 22,050 Hz. Most of the voices correspond to adults (538 out of 600).
This dataset can be used for: (1) training synthetic audio classification models, (2) performing external validation of synthetic audio classification models, and (3) applying attacks to audios and verifying the robustness of synthetic audio classification models.
DOI: 10.15468/dl.x3ueeh
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parantica swinhoei",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 540 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020244-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25390/caryinstitute.11689263
title: Cary Environmental Monitoring Program UVB Solar Radiation Data: 2000-2025

description: This dataset is a contribution to the Cary Institute of Ecosystem Studies Environmental Monitoring Program. This program is a long-term data collection program designed to understand how the environment changes over time. Originally, the program included variables related to air pollution, such as acid deposition and ozone, water pollution and other streamwater chemistry and solar radiation, including diffuse and global photosynthetically active radiation (PAR), diffuse and global shortwave radiation, net radiation and ultraviolet radiation. In 2025 the pollution and solar radiation measurements ended. The program currently includes the co-located US Climate Reference Network (CRN) station, NY DEC ozone monitoring, the Cary Institute stream gauge and meteorological data not collected at the CRN station.Data provided in this dataset include 3-minute summaries of ultraviolet radiation variables.The Cary Institute of Ecosystem Studies, Environmental Monitoring Program furnishes data under the following conditions: The data have received quality assurance scrutiny by our program, and, although we are confident of the accuracy of these data, Cary Institute will not be held liable for errors in these data. Data are subject to change resulting from updates in data screening or models used.Those wishing to publish data from Cary Institute of Ecosystem Studies, Environmental Monitoring Program are encouraged to contact data manager Vicky Kelly, kellyv@caryinstitute.org.
DOI: 10.25390/caryinstitute.11689263.v8
title: Cary Environmental Monitoring Program UVB Solar Radiation Data: 2000-2025

description: This dataset is a contribution to the Cary Institute of Ecosystem Studies Environmental Monitoring Program. This program is a long-term data collection program designed to understand how the environment changes over time. Originally, the program included variables related to air pollution, such as acid deposition and ozone, water pollution and other streamwater chemistry and solar radiation, including diffuse and global photosynthetically active radiation (PAR), diffuse and global shortwave radiation, net radiation and ultraviolet radiation. In 2025 the pollution and solar radiation measurements ended. The program currently includes the co-located US Climate Reference Network (CRN) station, NY DEC ozone monitoring, the Cary Institute stream gauge and meteorological data not collected at the CRN station.Data provided in this dataset include 3-minute summaries of ultraviolet radiation variables.The Cary Institute of Ecosystem Studies, Environmental Monitoring Program furnishes data under the following conditions: The data have received quality assurance scrutiny by our program, and, although we are confident of the accuracy of these data, Cary Institute will not be held liable for errors in these data. Data are subject to change resulting from updates in data screening or models used.Those wishing to publish data from Cary Institute of Ecosystem Studies, Environmental Monitoring Program are encouraged to contact data manager Vicky Kelly, kellyv@caryinstitute.org.