cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16780744
title: Datasets for Quantum relaxometry for detecting biomolecular interactions with single NV centers

description: Datasets for the following publication:

M. Li, Q. Zhang, X. Kong, S. Zhao, B. Pan, Z. Sun, P. Yu, Z. Wang, M. Wang, W. Ji, F. Kong, G. Cheng, S. Wu, Y. Wang, S. Chen, X. Su & F. Shi, Quantum relaxometry for detecting biomolecular interactions with single NV centers, Proc. Natl. Acad. Sci. U.S.A. 122: e2509102122, https://doi.org/10.1073/pnas.2509102122 (2025).

Please contact zhq2011@ustc.edu.cn, xunchengsu@nankai.edu.cn, or fzshi@ustc.edu.cn with any issues.
DOI: 10.5281/zenodo.16780745
title: Datasets for Quantum relaxometry for detecting biomolecular interactions with single NV centers

description: Datasets for the following publication:

M. Li, Q. Zhang, X. Kong, S. Zhao, B. Pan, Z. Sun, P. Yu, Z. Wang, M. Wang, W. Ji, F. Kong, G. Cheng, S. Wu, Y. Wang, S. Chen, X. Su & F. Shi, Quantum relaxometry for detecting biomolecular interactions with single NV centers, Proc. Natl. Acad. Sci. U.S.A. 122: e2509102122, https://doi.org/10.1073/pnas.2509102122 (2025).

Please contact zhq2011@ustc.edu.cn, xunchengsu@nankai.edu.cn, or fzshi@ustc.edu.cn with any issues.
DOI: 10.15468/dl.fbyx95
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilinus bimaculatus"
 ]
}

 The dataset includes 86 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032796-250802193616735/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.29875097.v1
title: Qin seal. Appendix.

description: Contents of the supplementar,y materials related to the paper
DOI: 10.6084/m9.figshare.29875097
title: Qin seal. Appendix.

description: Contents of the supplementar,y materials related to the paper
DOI: 10.15468/dl.cgf8d7
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uroglaux dimorpha)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 219 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032797-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16785912
title: FabricPerf: A Novel Experimental Blockchain Network Dataset with Performance Metrics from Hyperledger Fabric

description: Will be added...Dear reviewers, please do not download and share this dataset. This is a restricted dataset.
DOI: 10.5281/zenodo.14578217
title: Biodiversity and mass effects co-regulate urban forest drought resistance

description: Codes and data for "Biodiversity and mass effects co-regulate urban forest drought resistance". We used extensive ground measurements across 1,115 forest patches and 477 tree species in Yunnan Province, China, and revealed that species richness and forest cover co-regulate drought resistance in urban settings.
DOI: 10.5281/zenodo.16785947
title: Biodiversity and mass effects co-regulate urban forest drought resistance

description: Codes and data for "Biodiversity and mass effects co-regulate urban forest drought resistance". We used extensive ground measurements across 1,115 forest patches and 477 tree species in Yunnan Province, China, and revealed that species richness and forest cover co-regulate drought resistance in urban settings.
DOI: 10.15468/dl.a5qfnw
title: Occurrence Download

description: A dataset containing 3028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uromyias agilis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3028 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032800-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mns97n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC7530"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032799-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15746447
title: 2D and 3D binary-single Tsunami simulation outcomes

description: Pandas-ready hdf5 files in the Tsunami output format. Reduced sets of only 10^5 simulations. Includes both 3D and 2D simulations. See Manwadkar V., Kol B., Trani A.A., Leigh N.W.C., 2021, MNRAS, 506, 692. doi:10.1093/mnras/stab1689
DOI: 10.5281/zenodo.16785805
title: 2D and 3D binary-single Tsunami simulation outcomes

description: Pandas-ready hdf5 files in the Tsunami output format. Reduced sets of only 10^5 simulations. Includes both 3D and 2D simulations. See Manwadkar V., Kol B., Trani A.A., Leigh N.W.C., 2021, MNRAS, 506, 692. doi:10.1093/mnras/stab1689
DOI: 10.15468/dl.d5wj9w
title: Occurrence Download

description: A dataset containing 3418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uropelia campestris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3418 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032803-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nub4rw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilinus ceramensis"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032804-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzhds8
title: Occurrence Download

description: A dataset containing 206222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urocolius indicus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 206222 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032791-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkxghz
title: Occurrence Download

description: A dataset containing 1036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uromyias agraphia)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1036 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032805-250802193616735/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/12719397
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.rtebq5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilinus mossambicus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032806-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ennkvd
title: Occurrence Download

description: A dataset containing 9256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uropsalis lyra)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9256 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032807-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7cm8c
title: Occurrence Download

description: A dataset containing 2424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uropsalis segmentata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2424 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032808-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8rkdd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilinus bifasciatus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032809-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9uet8
title: Occurrence Download

description: A dataset containing 31853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Uropsila leucogastra)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 31853 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032810-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj6rv2
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urosphena subulata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1379 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032811-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16785888
title: Lower Fungom Ajumbu Tentative Noun Classes

description: Ajumbu (ISO 639-3: muc) is a variety of Yemne-Kimbi (Good et al 2011) spoken in Lower Fungom in Fungom Subdivision in Menchum Division in the North West Region of Cameroon. Ajumbu is a tonal language with noun class affixes. A presentation of the noun classes of Ajumbu can be seen in (Good et al 2011:137) while tentative noun classes, shows more sample words per noun class. There is ongoing research to sieve out words which purely belong to gender 5/6 from gender 9/10 which for now they have been collapsed in 5/6 due to a unique concord system existing for both gender 5/6 and 9/10 ( y- / y-) in Ajumbu. We shall greatly rely on the nature of the nominal prefixes, concord and the tonal patterns to separate the genders.
DOI: 10.5281/zenodo.16785889
title: Lower Fungom Ajumbu Tentative Noun Classes

description: Ajumbu (ISO 639-3: muc) is a variety of Yemne-Kimbi (Good et al 2011) spoken in Lower Fungom in Fungom Subdivision in Menchum Division in the North West Region of Cameroon. Ajumbu is a tonal language with noun class affixes. A presentation of the noun classes of Ajumbu can be seen in (Good et al 2011:137) while tentative noun classes, shows more sample words per noun class. There is ongoing research to sieve out words which purely belong to gender 5/6 from gender 9/10 which for now they have been collapsed in 5/6 due to a unique concord system existing for both gender 5/6 and 9/10 ( y- / y-) in Ajumbu. We shall greatly rely on the nature of the nominal prefixes, concord and the tonal patterns to separate the genders.
DOI: 10.5281/zenodo.16785984
title: FabricPerf: A Novel Experimental Blockchain Network Dataset with Performance Metrics from Hyperledger Fabric

description: Will be added...Dear reviewers, please do not download and share this dataset. This is a restricted dataset. The dataset contains the first 100 rows. The whole dataset will be uploaded after acceptance.
DOI: 10.15468/dl.evxx9y
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxycheilinus orientalis"
 ]
}

 The dataset includes 831 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032812-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2394rv
title: Occurrence Download

description: A dataset containing 1861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urosphena whiteheadi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1861 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032813-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmthpq
title: Occurrence Download

description: A dataset containing 83502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urolestes melanoleucus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 83502 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032801-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vamx9a
title: Occurrence Download

description: A dataset containing 66304 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 (Himantopus himantopus)",
 "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 66304 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032802-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntfy6x
title: Occurrence Download

description: A dataset containing 25675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urosticte benjamini)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 25675 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032814-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vd39yp
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAU2638"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032815-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvnp2e
title: Occurrence Download

description: A dataset containing 2640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urosticte ruficrissa)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2640 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032816-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8krsnw
title: Occurrence Download

description: A dataset containing 3259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urothraupis stolzmanni)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3259 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032817-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvug2h
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Urotriorchis macrourus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1066 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032819-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pu2w8
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxycheilinus rhodochrous"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032820-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yt458
title: Occurrence Download

description: A dataset containing 24661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Happywhale - Humpback whale in South Pacific Ocean",
 "TaxonKey is Megaptera"
 ]
}

 The dataset includes 24661 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032821-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6471429
title: Data products of A&A 680 A2 (2023) - Final Version

description: Data product release for the manuscript published at



Scheel-Platz et al., A&A 680 A2 (2023)

https://arxiv.org/abs/2204.09360v2


General DescriptionThis data collection contains the numerical results of the Gamma-ray sky reconstructions discussed in the above-mentioned paper. The results of the reconstructions based on models M1 and M2 are stored in separate ZIP archives.

For each reconstruction (M1, M2) and sky component I^c (see Fig. A.1 for the model graph), we provide the following data products:



the reconstructed posterior samples of I^c_ij

posterior sample means and sample standard deviations of I^c_ij


All maps are given in units of 1/(s m² sr) and are contained in HDF5 files named after the components, following the naming conventions in the paper. Each HDF5 file contains the data groups 'samples' and 'stats', with the former containing the posterior samples and the latter containing the posterior sample mean and standard deviation.

Pixelation in the spatial domainThe sky sphere is pixelated following the HEALPix 'RING' scheme with a NSIDE of 128. This pixelation is used throughout all energy bins.

Pixelation in the spectral (energy) domainThe energy dimension is pixelated as a regular grid on a logarithmic energy scale. The energy bin boundaries are the same for both reconstructions and are stored in the file 'energy_bins.hdf5'.

A note on summary statisticsThe posterior mean and standard deviations contained in the HDF5 files are calculated directly from the posterior samples as given. However, for many analyses, it is more appropriate to use the mean and standard deviation on a logarithmic scale, which need to be computed from the given samples.

Updates with respect to v2.1.1- adjusted description to be in sync with the peer-reviewed publication of the manuscript- added missing energy_bins.hdf5 file

Updates with respect to v2.1.0- removed v1.0 README file
DOI: 10.5281/zenodo.7970865
title: Data products of A&A 680 A2 (2023) - Final Version

description: Data product release for the manuscript published at



Scheel-Platz et al., A&A 680 A2 (2023)

https://arxiv.org/abs/2204.09360v2


General DescriptionThis data collection contains the numerical results of the Gamma-ray sky reconstructions discussed in the above-mentioned paper. The results of the reconstructions based on models M1 and M2 are stored in separate ZIP archives.

For each reconstruction (M1, M2) and sky component I^c (see Fig. A.1 for the model graph), we provide the following data products:



the reconstructed posterior samples of I^c_ij

posterior sample means and sample standard deviations of I^c_ij


All maps are given in units of 1/(s m² sr) and are contained in HDF5 files named after the components, following the naming conventions in the paper. Each HDF5 file contains the data groups 'samples' and 'stats', with the former containing the posterior samples and the latter containing the posterior sample mean and standard deviation.

Pixelation in the spatial domainThe sky sphere is pixelated following the HEALPix 'RING' scheme with a NSIDE of 128. This pixelation is used throughout all energy bins.

Pixelation in the spectral (energy) domainThe energy dimension is pixelated as a regular grid on a logarithmic energy scale. The energy bin boundaries are the same for both reconstructions and are stored in the file 'energy_bins.hdf5'.

A note on summary statisticsThe posterior mean and standard deviations contained in the HDF5 files are calculated directly from the posterior samples as given. However, for many analyses, it is more appropriate to use the mean and standard deviation on a logarithmic scale, which need to be computed from the given samples.

Updates with respect to v2.1.1- adjusted description to be in sync with the peer-reviewed publication of the manuscript- added missing energy_bins.hdf5 file

Updates with respect to v2.1.0- removed v1.0 README file