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

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimmatom nanus Winterbottom & Emery, 1981"
 ]
}

 The dataset includes 158 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058538-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112034997
title: Cuneiform Tablet 1913.14.1676, Spurlock 1913.14.1676

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1676; CDLI P421527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Brownish Pink (5YR 8/2) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 9.3 x 8.8 x 3.2 cm (202 g)
DOI: 10.15468/dl.vam87f
title: Occurrence Download

description: A dataset containing 358953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvia borin (Boddaert, 1783)",
 "Year 1970-2023"
 ]
}

 The dataset includes 358953 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237671-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112034908
title: Cuneiform Tablet 1913.14.1676, Spurlock 1913.14.1676

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1676; CDLI P421527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Brownish Pink (5YR 8/2) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 9.3 x 8.8 x 3.2 cm (202 g)
DOI: 10.15468/dl.nas55b
title: Occurrence Download

description: A dataset containing 3240 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus fusca (Raf.) C.K.Schneid."
 ]
}

 The dataset includes 3240 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243833-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp7xbm
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus atroviolaceus Boiss."
 ]
}

 The dataset includes 455 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228756-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd3erh
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enneapterygius triserialis Fricke, 1994"
 ]
}

 The dataset includes 79 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058575-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35qpbg
title: Occurrence Download

description: A dataset containing 345198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ligustrum vulgare L."
 ]
}

 The dataset includes 345198 records from 1003 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181592-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112035176
title: Cuneiform Tablet 1913.14.1676, Spurlock 1913.14.1676

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1676; CDLI P421527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Brownish Pink (5YR 8/2) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 9.3 x 8.8 x 3.2 cm (202 g)
DOI: 10.15468/dl.2m4qsx
title: Occurrence Download

description: A dataset containing 35936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material citation, Specimen, Material sample, Living Specimen, Occurrence evidence, Machine Observation)",
 "Country is Portugal",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 2d1fabab-9504-4cd8-aa19-79627dd3b010, 823818f6-0696-4e29-bc4c-b6f3817535a7, 7338b4d9-d75b-4edb-b238-b09f52397f49, ada19a05-4216-44c7-aa4f-6e7177bcb0ac, ebda1cab-dda8-418b-8f25-df1e71ff5bc2, 1cd669d0-80ea-11de-a9d0-f1765f95f18b, 53f347a7-99ce-4528-a085-5c76eb1301a0, e3aa237e-53c8-4c46-93ef-77a18bb9c80e)",
 "TaxonKey is one of (Estrilda astrild (Linnaeus, 1758), Myiopsitta monachus (Boddaert, 1783), Poicephalus senegalus (Linnaeus, 1766), Streptopelia decaocto (Frivaldszky, 1838), Psittacula krameri (Scopoli, 1769))",
 "Year 1980-2023"
 ]
}

 The dataset includes 35936 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243826-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112035037
title: Cuneiform Tablet 1913.14.1676, Spurlock 1913.14.1676

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1676; CDLI P421527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Brownish Pink (5YR 8/2) Yellowish Gray (10YR 8.5/2) ❧ [Physical Object Note:] 9.3 x 8.8 x 3.2 cm (202 g)
DOI: 10.15468/dl.a9zf3h
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nymphargus grandisonae (Cochran & Goin, 1970)"
 ]
}

 The dataset includes 416 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228764-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnuwt8
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraclinus altivelis (Lockington, 1881)"
 ]
}

 The dataset includes 114 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058564-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss5c68
title: Occurrence Download

description: A dataset containing 4914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urosaurus nigricauda (Cope, 1864)"
 ]
}

 The dataset includes 4914 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276586-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6pgac
title: Occurrence Download

description: A dataset containing 1779 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium atroviolaceum Boiss."
 ]
}

 The dataset includes 1779 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006565-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhje44
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ozotoceros bezoarticus"
 ]
}

 The dataset's 8 records were derived from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006958-251025141854904/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.30483125
title: S6-ResearchDataset

description: This dataset consists of 13,359 images and has been separated into "has_person" and "no_person" folders
DOI: 10.6084/m9.figshare.30483125.v1
title: S6-ResearchDataset

description: This dataset consists of 13,359 images and has been separated into "has_person" and "no_person" folders
DOI: 10.15468/dl.43accx
title: Occurrence Download

description: A dataset containing 3747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus ruderatus",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3747 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006971-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2qh94
title: Occurrence Download

description: A dataset containing 6669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Kazakhstan",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((70.14921 42.03923,72.42748 42.03923,72.42748 43.16498,70.14921 43.16498,70.14921 42.03923))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6669 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006970-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzgn7x
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Ceratophrys cranwelli"
 ]
}

 The dataset includes 317 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006974-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7294/25856260
title: Data for Vertical Land Motion and Building Damage Risk for the Indian Megacities

description: The dataset contains Interferometric Synthetic Aperture Radar (InSAR)-derived Vertical Land Motion (VLM) measurements and building damage risk maps for five rapidly growing Indian megacities: New Delhi, Mumbai, Bengaluru, Chennai, and Kolkata. Researchers can visualize and extract values, including latitude and longitude information, using ArcGIS, QGIS, or any programming language that supports the ESRI shapefile format.
DOI: 10.7294/25856260.v3
title: Data for Vertical Land Motion and Building Damage Risk for the Indian Megacities

description: The dataset contains Interferometric Synthetic Aperture Radar (InSAR)-derived Vertical Land Motion (VLM) measurements and building damage risk maps for five rapidly growing Indian megacities: New Delhi, Mumbai, Bengaluru, Chennai, and Kolkata. Researchers can visualize and extract values, including latitude and longitude information, using ArcGIS, QGIS, or any programming language that supports the ESRI shapefile format.
DOI: 10.7294/25856260.v2
title: Data for Vertical Land Motion and Building Damage Risk for the Indian Megacities

description: The dataset contains Interferometric Synthetic Aperture Radar (InSAR)-derived Vertical Land Motion (VLM) measurements and building damage risk maps for five rapidly growing Indian megacities: New Delhi, Mumbai, Bengaluru, Chennai, and Kolkata. Researchers can visualize and extract values, including latitude and longitude information, using ArcGIS, QGIS, or any programming language that supports the ESRI shapefile format.
DOI: 10.5281/zenodo.17477719
title: Environmental Ethics Awareness in STEAM Education: Cross-national Student Survey Dataset (Portugal, Turkey, Poland)

description: This dataset contains anonymized survey responses from 283 students aged approximately 10–14 years, enrolled in compulsory education in Portugal, Türkiye, and Poland. All participating schools are partner institutions in the Erasmus+ “Eco-Maker” project (“Production of Prototypes with STEAM Content in Maker Workshops Against Climate Change”, KA220-SCH, ID 20231PT01KA220SCH000155915), which focuses on STEAM education and climate change.

The dataset was collected to assess students’ environmental ethics awareness and to compare patterns across countries and gender. The final analytical sample includes 283 valid cases; rows with missing core demographic information were excluded from analysis.The Environmental Ethics Awareness Scale was used (Karakaya and Yılmaz, 2017). 

Karakaya, F., & Yılmaz, M. (2017). Environmental ethics awareness of teachers. International Electronic Journal of Environmental Education, 7(2), 105-115.
DOI: 10.5281/zenodo.17477720
title: Environmental Ethics Awareness in STEAM Education: Cross-national Student Survey Dataset (Portugal, Turkey, Poland)

description: This dataset contains anonymized survey responses from 283 students aged approximately 10–14 years, enrolled in compulsory education in Portugal, Türkiye, and Poland. All participating schools are partner institutions in the Erasmus+ “Eco-Maker” project (“Production of Prototypes with STEAM Content in Maker Workshops Against Climate Change”, KA220-SCH, ID 20231PT01KA220SCH000155915), which focuses on STEAM education and climate change.

The dataset was collected to assess students’ environmental ethics awareness and to compare patterns across countries and gender. The final analytical sample includes 283 valid cases; rows with missing core demographic information were excluded from analysis.The Environmental Ethics Awareness Scale was used (Karakaya and Yılmaz, 2017). 

Karakaya, F., & Yılmaz, M. (2017). Environmental ethics awareness of teachers. International Electronic Journal of Environmental Education, 7(2), 105-115.
DOI: 10.5281/zenodo.17477877
title: Energy consumption dataset of air conditioners in Mexico

description: Adequate heating and cooling of residential spaces are essential components of sustainable development. In the Global North, several ongoing discussions focus on transitions toward more efficient household climatization through technologically advanced equipment. In contrast, analyses in regions of the Global South reveal a different reality, starting with challenges related to the basic classification and estimation of the energy consumed for climatization. This dataset presents energy estimations that consider the type of equipment, climatic zone, locality size, socioeconomic stratum, and household size for heating and cooling of Mexican households. With these data, it is possible to conduct more precise studies on the economic, social, and environmental impacts of air conditioner use in Mexico, thereby filling an important information gap. The dataset also enables the development of prospective analyses, such as baselines and future scenarios, of these impacts.
DOI: 10.5281/zenodo.17477878
title: Energy consumption dataset of air conditioners in Mexico

description: Adequate heating and cooling of residential spaces are essential components of sustainable development. In the Global North, several ongoing discussions focus on transitions toward more efficient household climatization through technologically advanced equipment. In contrast, analyses in regions of the Global South reveal a different reality, starting with challenges related to the basic classification and estimation of the energy consumed for climatization. This dataset presents energy estimations that consider the type of equipment, climatic zone, locality size, socioeconomic stratum, and household size for heating and cooling of Mexican households. With these data, it is possible to conduct more precise studies on the economic, social, and environmental impacts of air conditioner use in Mexico, thereby filling an important information gap. The dataset also enables the development of prospective analyses, such as baselines and future scenarios, of these impacts.
DOI: 10.5281/zenodo.16752794
title: Volume-Preserving Deformation of Honeycomb Wire Media Enables Broad Plasma Frequency Tunability (Data)

description: This dataset includes both numerical and experimental data obtained in the study titled "Volume-Preserving Deformation of Honeycomb Wire Media Enables Broad Plasma Frequency Tunability". This data was collected, processed, and analyzed by J. A. Enriquez and D. Sakhno, with contributions from P. Belov as part of the collaborative research project.
DOI: 10.5281/zenodo.16752795
title: Volume-Preserving Deformation of Honeycomb Wire Media Enables Broad Plasma Frequency Tunability (Data)

description: This dataset includes both numerical and experimental data obtained in the study titled "Volume-Preserving Deformation of Honeycomb Wire Media Enables Broad Plasma Frequency Tunability". This data was collected, processed, and analyzed by J. A. Enriquez and D. Sakhno, with contributions from P. Belov as part of the collaborative research project.
DOI: 10.15468/dl.qfyyb5
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthophora aestivalis",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1300 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006975-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8kzdw
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Populus italica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006977-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zg8vb
title: Occurrence Download

description: A dataset containing 51827 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Coleoptera collection (EC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 51827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006962-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17477543
title: The Berlin Studies (Carol W. Pfaff)
title: Studies of Language Development of Turkish L1, German L2, English by children and adolescents in Berlin, 1978-2013

description: These are subsamples for the corpus files from Carol W. Pfaff, specifically the following corpora:

SES    1978     



Turkish 7th graders beginning integrated class

pupils in Greek heritage afternoon class


EKMAUS  1983-86   Turkish/German primary school children



3 bilingual groups, differing in extent of contact with German peers        A – in Berlin-Kreuzberg  (SO36)  - little contact to German peers        B – in Berlin  Wedding and Tempelhof- more contact to German peers        C – „Seiteneinsteiger“  -- not many due to policy changes

2 monolingual comparison groups        D – Ankara – district with many immigrants from Eastern Anatolia        E – Berlin & other W. German cities; various neighborhoods


More information is provided in the attached slides.
DOI: 10.6084/m9.figshare.29692839
title: Improved Bounds and Inference on Optimal Regimes

description: Point identification of causal effects requires strong assumptions that are unreasonable in many practical settings. However, bounds on these effects can often be derived under plausible assumptions. Even when these bounds are wide or cover null effects, they can guide practical decisions based on formal decision theoretic criteria. Here we derive new results on optimal treatment regimes in settings where the effect of interest is bounded. These results are driven by consideration of superoptimal regimes; we define regimes that leverage an individual’s natural treatment value, which is typically ignored in the existing literature. We obtain (sharp) bounds for the value function of superoptimal regimes, and provide performance guarantees relative to conventional optimal regimes. As a case study, we consider a commonly studied Marginal Sensitivity Model and illustrate that the superoptimal regime can be identified when conventional optimal regimes are not. We similarly illustrate this property in an instrumental variable setting. Finally, we derive efficient estimators for upper and lower bounds on the superoptimal decision criteria value functions in instrumental variable settings, building on recent results on covariate adjusted Balke-Pearl bounds. These estimators are applied to study the effect of prompt ICU admission on survival. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29692839.v1
title: Improved bounds and inference on optimal regimes

description: Point identification of causal effects requires strong assumptions that are unreasonable in many practical settings. However, bounds on these effects can often be derived under plausible assumptions. Even when these bounds are wide or cover null effects, they can guide practical decisions based on formal decision theoretic criteria. Here we derive new results on optimal treatment regimes in settings where the effect of interest is bounded. These results are driven by consideration of superoptimal regimes; we define regimes that leverage an individual’s natural treatment value, which is typically ignored in the existing literature. We obtain (sharp) bounds for the value function of superoptimal regimes, and provide performance guarantees relative to conventional optimal regimes. As a case study, we consider a commonly studied Marginal Sensitivity Model and illustrate that the superoptimal regime can be identified when conventional optimal regimes are not. We similarly illustrate this property in an instrumental variable setting. Finally, we derive efficient estimators for upper and lower bounds on the superoptimal decision criteria value functions in instrumental variable settings, building on recent results on covariate adjusted Balke-Pearl bounds. These estimators are applied to study the effect of prompt ICU admission on survival.