cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30634511.v1
title: A Detailed Archaeological Dataset of megalithic Complex at Vindhyan Highlands: A Case Study of Dantari Hill, India

description: The dataset presents the physical and spatial features of the megalithic complex at Dantari Hill, Mirzapur District, Uttar Pradesh, India. It records funerary monuments (n= 482), microliths (n= 303), rock paintings (n= 119), and habitation sites (n=3) identified through field surveys and GIS analysis. Physical attributes include monument types, dimensions, and preservation status, while spatial variables cover elevation, slope, density, proximity to water, and visibility. The dataset is available in Microsoft Excel, KML, chart, and GIS map formats. It offers significant reuse potential for comparative and interpretive studies of South Asian megalithic cultures.
DOI: 10.6084/m9.figshare.30634511
title: A Detailed Archaeological Dataset of megalithic Complex at Vindhyan Highlands: A Case Study of Dantari Hill, India

description: The dataset presents the physical and spatial features of the megalithic complex at Dantari Hill, Mirzapur District, Uttar Pradesh, India. It records funerary monuments (n= 482), microliths (n= 303), rock paintings (n= 119), and habitation sites (n=3) identified through field surveys and GIS analysis. Physical attributes include monument types, dimensions, and preservation status, while spatial variables cover elevation, slope, density, proximity to water, and visibility. The dataset is available in Microsoft Excel, KML, chart, and GIS map formats. It offers significant reuse potential for comparative and interpretive studies of South Asian megalithic cultures.
DOI: 10.5281/zenodo.17628123
title: MOH Dataset

description: Ministry of Health Malaysia (MOH) - database of registered pharmaceutical products, including both local and imported products (n = 36,465; 2020-2024). (refer to Appendix 2)
DOI: 10.5281/zenodo.17628122
title: MOH Dataset

description: Ministry of Health Malaysia (MOH) - database of registered pharmaceutical products, including both local and imported products (n = 36,465; 2020-2024). (refer to Appendix 2)
DOI: 10.34740/kaggle/dsv/13762669
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.3535/1d8-nyz-k6e
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yd-4t5-k8w
title: Amphicoryna rugosa (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15795553
title: Observational Constraints Suggest a Smaller Effective Radiative Forcing from Aerosol-Cloud Interactions (Data)

description: This dataset contains variables calculated for the analysis presented in "Observational constraints suggest a smaller effective radiative forcing from aerosol-cloud interactions" by Park et al. (2025).

 

The dataset contains regression coefficients derived from monthly data spanning 2003–2019 across the 60°S–60°N latitude band, with a focus on ocean regions. All variables are derived using a cloud controlling factor (CCF) analysis, which constrains the influence of environmental conditions on cloud droplet number concentration (Nd) and the non-obscured low-level cloud radiative effect (CRE_lcld). The regression framework includes six environmental factors from MERRA-2 reanalysis—sea surface temperature, estimated inversion strength, horizontal surface temperature advection, relative humidity at 700 hPa, vertical velocity at 700 hPa, and near-surface wind speed—along with aerosol proxies on a natural logarithm scale: sulfate aerosol mass concentration at 925 hpa (SO₄) from MERRA-2 and aerosol index (AI) from MODIS.

 





activation_rate.nc: This file contains the activation rate of Nd in response to aerosol proxies (SO₄ and AI). The activation rate is calculated as ∂ln(Nd)/∂ln(X), where X is either SO₄ or AI, while controlling for meteorological variability using the CCF regression framework.




susceptibility_with_activation.nc: This file provides the susceptibility of CRE_lcld to aerosol concentrations (SO₄ and AI), explicitly incorporating the activation rate. This corresponds to ∂CRE_lcld/∂ln(Nd) × ∂ln(Nd)/∂ln(X), while holding all other environmental conditions constant, as described in Eq. (2) of the paper.




susceptibility_without_activation.nc: This file provides the susceptibility of CRE_lcld to aerosol concentrations (SO₄ and AI) without explicitly including the activation rate. This corresponds to the regression of CRE_lcld anomalies onto ln(X), while holding all other environmental conditions constant, as described in Eq. (1) of the paper.



 

All other datasets used in the paper are publicly available from their respective repositories and are listed in the "Data Availability" section of the paper.
DOI: 10.3535/8f8-ass-7kz
title: Peneroplis planatus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mke-mw5-ty0
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15795552
title: Observational Constraints Suggest a Smaller Effective Radiative Forcing from Aerosol-Cloud Interactions (Data)

description: This dataset contains variables calculated for the analysis presented in "Observational constraints suggest a smaller effective radiative forcing from aerosol-cloud interactions" by Park et al. (2025).

 

The dataset contains regression coefficients derived from monthly data spanning 2003–2019 across the 60°S–60°N latitude band, with a focus on ocean regions. All variables are derived using a cloud controlling factor (CCF) analysis, which constrains the influence of environmental conditions on cloud droplet number concentration (Nd) and the non-obscured low-level cloud radiative effect (CRE_lcld). The regression framework includes six environmental factors from MERRA-2 reanalysis—sea surface temperature, estimated inversion strength, horizontal surface temperature advection, relative humidity at 700 hPa, vertical velocity at 700 hPa, and near-surface wind speed—along with aerosol proxies on a natural logarithm scale: sulfate aerosol mass concentration at 925 hpa (SO₄) from MERRA-2 and aerosol index (AI) from MODIS.

 





activation_rate.nc: This file contains the activation rate of Nd in response to aerosol proxies (SO₄ and AI). The activation rate is calculated as ∂ln(Nd)/∂ln(X), where X is either SO₄ or AI, while controlling for meteorological variability using the CCF regression framework.




susceptibility_with_activation.nc: This file provides the susceptibility of CRE_lcld to aerosol concentrations (SO₄ and AI), explicitly incorporating the activation rate. This corresponds to ∂CRE_lcld/∂ln(Nd) × ∂ln(Nd)/∂ln(X), while holding all other environmental conditions constant, as described in Eq. (2) of the paper.




susceptibility_without_activation.nc: This file provides the susceptibility of CRE_lcld to aerosol concentrations (SO₄ and AI) without explicitly including the activation rate. This corresponds to the regression of CRE_lcld anomalies onto ln(X), while holding all other environmental conditions constant, as described in Eq. (1) of the paper.



 

All other datasets used in the paper are publicly available from their respective repositories and are listed in the "Data Availability" section of the paper.
DOI: 10.3535/bjv-3mb-g5g
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8v-dss-bpg
title: Borelis Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjl-226-579
title: Technitella legumen Norman, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbl-0fm-0ya
title: Articulina paucicostata Cushman, 1944

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k61-r2x-93a
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ww-76y-3w7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tcn-634-lzk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd9-yfa-2v8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykp-tx2-lcs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ckz-h7b-c8d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s54-t48-6kj
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nd8-y6f-872
title: Laticarinina pauperata (Parker & Jones, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkf-75x-xnf
title: Elphidium craticulatum (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37z-y5a-yam
title: Cycloforina contorta (d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bzc-c0l-e41
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yw1-fl7-368
title: Belemnites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wm-cgz-nf4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/me2-0ej-fn9
title: †Paranotacythere Bassiouni, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8x4-zxr-ztr
title: Cancris auricula (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rp4-7fm-s1g
title: Rupertina stabilis (Wallich, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m52-ngw-q4d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nz7-yqa-l57
title: Cyclammina cancellata Brady, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86z-dcw-khp
title: Frondicularia paucicostata Hofker, 1978

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7l5-j5s-6y2
title: †Lophocythere (Lophocythere) Sylvester-bradley, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xka-0l4-k7s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/am4-vq9-4nz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyp-wp1-7al
title: Olcostephanus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3br-ajv-kb1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y7w-haf-025
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l8w-q5z-cbv
title: Ammobaculites calcareus (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/jno1mj
title: ReadMe Neural Mechanisms Underlying Diversification of Choice

description: Contents of the repository
description: This entry is a one-file data package totaling 4.1 KB, containing a file in .txt format.If you use this dataset, please cite: Boksem, Maarten (2020). ReadMe Neural Mechanisms Underlying Diversification of Choice. Erasmus University Rotterdam (EUR). Media. https://doi.org/10.25397/eur.12238034
DOI: 10.3535/fk1-4z6-68e
title: Uvigerina peregrina Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcy-05s-5ge
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tgw-vbn-d4n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xmp-2yg-cyh
title: Elongobula spinigera (Cushman, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hb7-62g-wng
title: Pyrgo denticulata (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xcx-758-7cs
title: †Globorotalia menardii (d'Orbigny in Parker, Jones & Brady, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46q-rb1-53r
title: Quinqueloculina disparilis d'Orbigny in Schlumberger, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qkhpj3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmeriformes",
 "Geometry POLYGON ((35.9648 -7.1504, 26.9648 -7.1504, 26.9648 -16.1504, 35.9648 -16.1504, 35.9648 -7.1504))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008317-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2ga7c7
title: Occurrence Download

description: A dataset containing 2383789 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Aves [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL.2_2)"
 ]
 }
 ]
}

 The dataset includes 2383789 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036631-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwdbmh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litopenaeus vannamei",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036704-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bq657t
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghum halepense",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036705-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghmhra
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghum halepense",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036706-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkwnkr
title: Occurrence Download

description: A dataset containing 4672 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago scutellata"
 ]
}

 The dataset includes 4672 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036703-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.saya6s
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ericameria fasciculata"
 ]
}

 The dataset includes 243 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036707-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gqt3w
title: Occurrence Download

description: A dataset containing 2079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia michauxiana"
 ]
}

 The dataset includes 2079 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036710-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75zkgb
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sempervivum heuffelii"
 ]
}

 The dataset includes 394 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036712-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha5cbu
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron religiosus"
 ]
}

 The dataset includes 258 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036713-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdanrd
title: Occurrence Download

description: A dataset containing 13141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia douglasiana"
 ]
}

 The dataset includes 13141 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036711-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvy358
title: Occurrence Download

description: A dataset containing 1337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia santonicum"
 ]
}

 The dataset includes 1337 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036714-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3mfk7
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio varicosus"
 ]
}

 The dataset includes 441 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036715-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bty9mj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciaenops ocellatus",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036717-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ey32te
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago soleirolii"
 ]
}

 The dataset includes 609 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036716-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vja8cm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciaenops ocellatus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036719-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6ddx5x
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciaenops ocellatus",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036718-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wb8qd
title: Occurrence Download

description: A dataset containing 204454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Buteo regalis"
 ]
}

 The dataset includes 204454 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036628-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p23cjs
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melaleuca lateritia"
 ]
}

 The dataset includes 596 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036720-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4wmwz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghum halepense",
 "Country is Nicaragua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7umdg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghum halepense",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036724-250811113504898/datasets/export for details.