cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8ze2e6
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Minnivola pyxidata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 64 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018874-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw88wa
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cissus verticillata",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018875-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17159853
title: GAP interatomic potential for CNa

description: This is a Gaussian approximation potential (GAP [1]) for carbon and sodium. The potential can be used to model sodium in carbon materials, including hard carbon, C60, defected graphite and amorphous carbon. This potential is composed of a reference carbon GAP [2] and a delta-GAP which represents the energy (or forces) difference induced by Na insertion into carbon matrices.

It has been fitted with gap_fit [3] by generating a new database of atomic structures containing dimers, C60 isomers, nanoporous carbon, defected graphite and amorphous carbon. 

The calculations were carried out at the PBE level of theory [4] using the VASP code [5, 6]. This potential uses 2-body (distance_2b) and SOAP (soap_turbo) [7, 8] descriptors. The files can be used both with QUIP/GAP (compiled with the soap_turbo librairies) and TurboGAP [9].

A reference to the relevant paper with more details and applications of the potential will be published here when they are available.
DOI: 10.5281/zenodo.17160218
title: Formation Mechanism of Seafloor Gas Seeps and Pockmarks at Active Continental Margins: Insights from the Gulf of Oman

description: 2D seismic reflection and bathymetry data along the northeastern margin of the Arabian Plate.
DOI: 10.5281/zenodo.17160219
title: Formation Mechanism of Seafloor Gas Seeps and Pockmarks at Active Continental Margins: Insights from the Gulf of Oman

description: 2D seismic reflection and bathymetry data along the northeastern margin of the Arabian Plate.
DOI: 10.6084/m9.figshare.30165457
title: <b>From lab success to field uncertainty: Limits to biochar’s N₂O mitigation</b>

description: <b>Nitrous oxide (N</b><sub><strong>2</strong></sub><b>O), a potent greenhouse gas and the leading ozone-depleting substance, poses a major threat to climate stability and environmental sustainability. While biochar shows promise for mitigating soil </b><b>N</b><sub><strong>2</strong></sub><b>O</b><b> emissions in labs, its long-term field efficacy remains uncertain, limiting its scalability as a mitigation strategy.</b><b> </b><b>By synthesizing 874 paired N</b><sub><strong>2</strong></sub><b>O measurements </b><b>from global soils with and without biochar amendment</b><b>, we reveal a pronounced lab–field disparity: robust reductions (–31%, 95% CI: –41</b><b>%</b><b> to –19%) in </b><b>incubation</b><b>s</b><b> but only marginal effects (–11%, 95% CI: –27% to 10%) in the field. Mechanistically, </b><b>diminished acid buffering from biochar aging and attenuated nitrogen substrate limitation in field soils constrain its capacity to enhance complete denitrification (N</b><sub><strong>2</strong></sub><b>O→N</b><sub><strong>2</strong></sub><b>) and suppress nitrifier activity. </b><b>These constraints challenge the direct extrapolation of lab-scale results to agriculture settings and </b><b>underscore the urgent need to refine biochar design and application strategies to unlock its full climate mitigation potential.</b>
DOI: 10.6084/m9.figshare.30165457.v1
title: <b>From lab success to field uncertainty: Limits to biochar’s N₂O mitigation</b>

description: <b>Nitrous oxide (N</b><sub><strong>2</strong></sub><b>O), a potent greenhouse gas and the leading ozone-depleting substance, poses a major threat to climate stability and environmental sustainability. While biochar shows promise for mitigating soil </b><b>N</b><sub><strong>2</strong></sub><b>O</b><b> emissions in labs, its long-term field efficacy remains uncertain, limiting its scalability as a mitigation strategy.</b><b> </b><b>By synthesizing 874 paired N</b><sub><strong>2</strong></sub><b>O measurements </b><b>from global soils with and without biochar amendment</b><b>, we reveal a pronounced lab–field disparity: robust reductions (–31%, 95% CI: –41</b><b>%</b><b> to –19%) in </b><b>incubation</b><b>s</b><b> but only marginal effects (–11%, 95% CI: –27% to 10%) in the field. Mechanistically, </b><b>diminished acid buffering from biochar aging and attenuated nitrogen substrate limitation in field soils constrain its capacity to enhance complete denitrification (N</b><sub><strong>2</strong></sub><b>O→N</b><sub><strong>2</strong></sub><b>) and suppress nitrifier activity. </b><b>These constraints challenge the direct extrapolation of lab-scale results to agriculture settings and </b><b>underscore the urgent need to refine biochar design and application strategies to unlock its full climate mitigation potential.</b>
DOI: 10.48320/d44d68df-d7d3-4001-8e2e-676952b71f34
title: Media Survey in Georgia (2009 & 2011)
DOI: 10.5281/zenodo.17160328
title: Media Survey in Georgia (2009 & 2011)

description: Media survey in Georgia was conducted by Caucasus Research Resource Centers (CRRC) in 2009 and 2011. It investigated public views and preferences on the media sources and assessed political pluralism of media sources and perceived impartiality of journalists and media managers

Population: Adults (18 years old and over), excluding the populations living in territories affected by military conflict (South Ossetia and Abkhazia).

Sample Design: Multi-stage cluster sampling with preliminary stratification.

Sample Size in 2009: 1767 respondents.
Sample Size in 2011: 2009 respondents.

Response rate in 2009: 64%.
Response rate in 2011: 78%.

Survey mode: Face-to-face paper-and-pencil interview (PAPI).

Interview languages: Georgian.

Fieldwork Dates in 2009: October 1, 2009 to October 16, 2009.
Fieldwork Dates in 2011: March 30, 2011 to April 11, 2011.

Results are weighted.
description: Published on Discuss Data, https://discuss-data.net/dataset/d44d68df-d7d3-4001-8e2e-676952b71f34/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey , Survey
DOI: 10.5281/zenodo.17160329
title: Media Survey in Georgia (2009 & 2011)

description: Media survey in Georgia was conducted by Caucasus Research Resource Centers (CRRC) in 2009 and 2011. It investigated public views and preferences on the media sources and assessed political pluralism of media sources and perceived impartiality of journalists and media managers

Population: Adults (18 years old and over), excluding the populations living in territories affected by military conflict (South Ossetia and Abkhazia).

Sample Design: Multi-stage cluster sampling with preliminary stratification.

Sample Size in 2009: 1767 respondents.
Sample Size in 2011: 2009 respondents.

Response rate in 2009: 64%.
Response rate in 2011: 78%.

Survey mode: Face-to-face paper-and-pencil interview (PAPI).

Interview languages: Georgian.

Fieldwork Dates in 2009: October 1, 2009 to October 16, 2009.
Fieldwork Dates in 2011: March 30, 2011 to April 11, 2011.

Results are weighted.
description: Published on Discuss Data, https://discuss-data.net/dataset/d44d68df-d7d3-4001-8e2e-676952b71f34/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey , Survey
DOI: 10.15468/dl.ndsjvf
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphyosemion bitaeniatum)",
 "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 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018879-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbtaxd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Nigritella stiriaca"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018880-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48320/519c3c04-cec8-4a06-9075-d9c65d4b552c
title: Conflicts in Georgia: Perceptions, Attitudes and Expectations 2024
DOI: 10.5281/zenodo.17160332
title: Conflicts in Georgia: Perceptions, Attitudes and Expectations 2024

description: Representative survey: Georgian speaking adult (18 and older) population, excluding populations living in territories affected by military conflict (South Ossetia/Tskhinvali region and Abkhazia)

Sample Design:Multi-stage cluster sampling with preliminary stratification

Number of completed interviews: 1,995 respondents

Survey mode: Computer-assisted personal interview (CAPI)

Interview languages: Georgian

Fieldwork Dates: May 29, 2024 – July 2, 2024

Results are weighted.

Remark: There might be slight differences (1%) in frequencies across online data on ODA and Stata and SPSS versions of the datasets, due to rounding of weight coefficients.
description: Published on Discuss Data, https://discuss-data.net/dataset/519c3c04-cec8-4a06-9075-d9c65d4b552c/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey
DOI: 10.5281/zenodo.17160333
title: Conflicts in Georgia: Perceptions, Attitudes and Expectations 2024

description: Representative survey: Georgian speaking adult (18 and older) population, excluding populations living in territories affected by military conflict (South Ossetia/Tskhinvali region and Abkhazia)

Sample Design:Multi-stage cluster sampling with preliminary stratification

Number of completed interviews: 1,995 respondents

Survey mode: Computer-assisted personal interview (CAPI)

Interview languages: Georgian

Fieldwork Dates: May 29, 2024 – July 2, 2024

Results are weighted.

Remark: There might be slight differences (1%) in frequencies across online data on ODA and Stata and SPSS versions of the datasets, due to rounding of weight coefficients.
description: Published on Discuss Data, https://discuss-data.net/dataset/519c3c04-cec8-4a06-9075-d9c65d4b552c/
description: Method(s) of data collection: Face-To-Face Survey, Quantitative Survey
DOI: 10.15468/dl.ggnu79
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cissus verticillata",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018882-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbsspw
title: Occurrence Download

description: A dataset containing 17803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anodorhynchus hyacinthinus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "DecimalLatitude is greater than or equal to -60.0",
 "DecimalLatitude is less than or equal to 40.0",
 "DecimalLongitude is greater than or equal to -90.0",
 "DecimalLongitude is less than or equal to 55.0",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17803 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018881-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk4hg8
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mizuhopecten yessoensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 102 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018884-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x9v7u
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus formosae",
 "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 173 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018883-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97zrwv
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.41148 -34.00633,23.50737 -34.00633,23.50737 -33.91619,23.41148 -33.91619,23.41148 -34.00633))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 14 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018859-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17160338
title: GreenInformationFactory – Processed Data, Model & Performance

description: Train/test splits, trained model, and evaluation figure generated by the GreenInformationFactory pipeline. Raw data: 10.5281/zenodo.16256961.
DOI: 10.5281/zenodo.17160339
title: GreenInformationFactory – Processed Data, Model & Performance

description: Train/test splits, trained model, and evaluation figure generated by the GreenInformationFactory pipeline. Raw data: 10.5281/zenodo.16256961.
DOI: 10.5281/zenodo.17160182
title: Root traits and plant community characteristics in restored sand grassland

description: This dataset describes aboveground plant community characteristics and corresponding belowground root traits in a dry sand grassland restoration trial and assess drought effects on vegetation and root traits.
DOI: 10.5281/zenodo.17160183
title: Root traits and plant community characteristics in restored sand grassland

description: This dataset describes aboveground plant community characteristics and corresponding belowground root traits in a dry sand grassland restoration trial and assess drought effects on vegetation and root traits.
DOI: 10.15468/dl.g83krd
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nodipecten nodosus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 79 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018886-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gthanq
title: Occurrence Download

description: A dataset containing 343578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Pakistan",
 "Year 1990-2025"
 ]
}

 The dataset includes 343578 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018839-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53txj6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus cistoides",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018888-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21954/ou.rd.30161896
title: Dataset of dialogue snippets with coherence ratings

description: This resource consists of a dataset of short dialogue snippets that have been rated for their coherence. The dataset was collected for a research project that developed a novel method for testing the components of theories of (dialogue) coherence through utterance substitution. The method, described in the paper, is applied to Inference Anchoring Theory (IAT) in a large scale experimental study with 933 dialogue snippets and 87 annotators. IAT has been used for substantial corpus annotation and practical applications. To address the aim of finding out if and to what extent two aspects of IAT -- illocutionary acts and propositional relations -- contribute to dialogue coherence, we designed an experiment for systematically comparing the coherence ratings for several variants of short debate snippets. The comparison is between original human-human debate snippets, snippets generated with an IAT-compliant algorithm and snippets produced with ablated versions of the algorithm. This allows us to systematically compare snippets that have identical underlying structures as well as IAT-deficient structures with each other. We found that propositional relations do impact on dialogue coherence (at a statistically highly significant level) whereas we found no such effect for illocutionary act expression. This result suggests that fine-grained inferential relations impact on dialogue coherence, complementing the higher-level coherence structures of, for instance, Rhetorical Structure Theory.
DOI: 10.21954/ou.rd.30161896.v1
title: Dataset of dialogue snippets with coherence ratings

description: This resource consists of a dataset of short dialogue snippets that have been rated for their coherence. The dataset was collected for a research project that developed a novel method for testing the components of theories of (dialogue) coherence through utterance substitution. The method, described in the paper, is applied to Inference Anchoring Theory (IAT) in a large scale experimental study with 933 dialogue snippets and 87 annotators. IAT has been used for substantial corpus annotation and practical applications. To address the aim of finding out if and to what extent two aspects of IAT -- illocutionary acts and propositional relations -- contribute to dialogue coherence, we designed an experiment for systematically comparing the coherence ratings for several variants of short debate snippets. The comparison is between original human-human debate snippets, snippets generated with an IAT-compliant algorithm and snippets produced with ablated versions of the algorithm. This allows us to systematically compare snippets that have identical underlying structures as well as IAT-deficient structures with each other. We found that propositional relations do impact on dialogue coherence (at a statistically highly significant level) whereas we found no such effect for illocutionary act expression. This result suggests that fine-grained inferential relations impact on dialogue coherence, complementing the higher-level coherence structures of, for instance, Rhetorical Structure Theory.
DOI: 10.15468/dl.7y8a9e
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus cistoides",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018890-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdymm7
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ophthalmotilapia ventralis)",
 "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 98 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018887-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4hn9d
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tribulus cistoides",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018889-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejfpvd
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus monoceros",
 "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 618 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018891-250914085247600/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/13109227
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.nrdckw
title: Occurrence Download

description: A dataset containing 3102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Lilium pomponium"
 ]
}

 The dataset includes 3102 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018892-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.