cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5cx6fx8kx7.1
title: Dataset - The heart of a daily journey: How emotional are landmarks?

description: The objective of this study was to examines whether the spatial landmarks that people use during a familiar and frequently taken path possess an affective component. Participants completed an online questionnaire in which they were instructed to think of a route they take on a regular basis, and to name five landmarks that spontaneously came to their mind along that path. After reporting these landmarks, participants were asked to rank them by order of importance and to indicate the emotion that they associated with them in terms of valence and arousal. Individual characteristics of participants (age, gender, activity, home environment, etc.), the specific features of their path (departure and arrival, distance travelled, mode of transport, etc.), and the nature of the landmarks reported were also considered. 
Our hypotheses were that a significant proportion of the landmarks reported by participants should be affecively laden and that this affective value would be linked to their subjective importance. As regards the nature of landmarks reported, we expected to observe a majority of buildings, but also a significant proportion of road infrastructureand natural elements.
The results obtained indicate that, irrespective of individual characteristics, participants predominantly reported positively valenced, highly arousing landmarks. Depending on their nature and associated emotions, different landmark profiles emerged, with a positive correlation between a landmark’s valence and its subjective importance. Overall, these findings confirm the existence of an affective component in most of the landmarks used by individuals in their everyday life and corroborate the relevance of the recent line of research studying its impact on spatial learning. 

Description of the content of the CSV file: Each line corresponds to a participant's response and contains their socio-demographic information (gender, age, type of environment of residence, activity), each of the 5 landmarks they reported with their associated valence and arousal score, subjective importance rank, the category into which they were classified (according to their nature, translated into English) as well as the characteristics of the route reported (duration, approximate length, mode of transport used, frequency of travel, departure and arrival etc.).
DOI: 10.17632/myjcs97g33.1
title: Neurotransmitters in ASD

description: The plasma and urine neurotransmitters of ASD and healthy controls
DOI: 10.17632/gf5c94fk4y.1
title: Groundwater chemistry for East Anglia Chalk

description: The data were collected as part of programme to manage Chalk groundwater resources in a sustainable way. The data are mainly the results from pumped samples of open boreholes used for public, industrial and private supply, collected over a timespan of 40 years, and cover ~900 sites. Measured results are ‘major ions’ + Sr and F and the equilibrium PCO2 value has been computed. The results comprise both fresh and brackish water. 
The fresh waters have been classified on the basis of a subset of the analytical data, and these classes have been assigned to larger groups that are chemically and geologically coherent. Nitrate-containing waters have evolved under closed system conditions where the Chalk crops out or is covered by sands, and under open-system conditions where the cover is the Lowestoft Till Formation (Group A). Nitrate depleted waters may also have been recharged under open or closed-system conditions (Group B). Nitrate reduction may be ongoing. Some low-nitrate waters show the effects of pyrite oxidation in the Lowestoft Formation, and some show the results of ion exchange in the overlying Thanet Formation.
Sr and F-enriched brackish waters have been identified as resulting from a marine incursion at c. 2Ma, depositing the Crag Group sands (Group C). There are also effects from historic saline intrusion from the North Sea (Group D).
The distribution of chemical groups is considered to be consistent with the distribution of recharge to the Chalk aquifer used by the current calibrated groundwater model used for water resource management.
DOI: 10.25976/qcsx-0960
title: Analysis of forestry effects on Pacific salmon in Musgamagw Dzawada’enuxw territory and across coastal BC. Water Quality Data.

description: This dataset contains continuous water temperature measurements from salmon-bearing watersheds in Musgamagw Dzawada'enuxw territory (Broughton Archipelago region of British Columbia). The data were collected as part of a collaborative monitoring program between Ecofish Research Ltd. (ERL), Salmon Coast Society (SCS), and the Musgamagw Dzawada'enuxw Fisheries Group Society (MDFGS). Monitoring stations were established in eleven rivers (Mackenzie River, Embley Creek, Kingcome River, Lahlah River, Ahta (Hada) River, Satsalla River, Clearwater River, Atlatzi River, Wahpeeto Creek, Wakeman River and Atwaykellesse River) in the territory to assess the cumulative effects of forest harvesting and climate change on salmon populations in these watersheds. Water temperature was measured at 15-minute intervals using ONSET Hobo TidbiT v2 sensors starting summer 2023, as part of a broader hydrometric and water quality monitoring network consisting of eleven stations across the region.
description: Water temperature was measured using ONSET Hobo TidbiT v2 sensors mounted to boulders or bedrock using chains and metal housings. Installation targeted capturing representative water temperature at the middle to bottom of the water column, and position is fixed so depth of sensor varies with water level. For redundancy and quality control, two temperature sensors were installed at each site. Data from both sensors were averaged during post-processing. Water temperatures were recorded at 15-min intervals. Biannually, the data are downloaded. During these site visits, crews also take manual water temperature measurements for quality control purposes.
description: Data underwent thorough cleaning and quality control processes including:
- Review against surrogate information (stage data, spot measurements)
- Identification and removal of suspicious spikes and other erroneous data
- Grading and synthesis of data gaps where necessary
- Senior professional review of all cleaned data
DOI: 10.15468/dl.x9rsj6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-10.6036 29.6447,-11.635 28.8496,-9.0352 28.8496,-9.0352 33.4562,-9.6631 32.8696,-9.7766 32.3158,-10.3241 31.5424,-10.3942 30.6542,-10.1716 30.2225,-10.6036 29.6447))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010573-250525065834625/datasets/export for details.
DOI: 10.5883/ds-300525
title: Chester J Sands

description: DNA barcode data hosted in the Data Portal of the Barcode of Life Data Systems. Records consist of specimen metadata, specimen images, and sequence data.
DOI: 10.3886/e231504
title: Replication data for: Dynamic Debt Deleveraging and Optimal Monetary Policy

description: This paper proposes a postcrisis New Keynesian model that incorporates agent heterogeneity in borrowing and lending with a minimum set of assumptions. Unlike the standard framework, this model makes the natural rate of interest endogenous and dependent on macroeconomic policy. The main application is to study optimal monetary policy at the zero lower bound (ZLB). Such policy succeeds in raising the natural rate of interest by creating an environment that speeds up deleveraging and thus endogenously shortens the crisis and the duration of binding ZLB. Inflation should be front-loaded and should overshoot its long-term target during the ZLB episode.
DOI: 10.3886/e231504v1
title: Replication data for: Dynamic Debt Deleveraging and Optimal Monetary Policy

description: This paper proposes a postcrisis New Keynesian model that incorporates agent heterogeneity in borrowing and lending with a minimum set of assumptions. Unlike the standard framework, this model makes the natural rate of interest endogenous and dependent on macroeconomic policy. The main application is to study optimal monetary policy at the zero lower bound (ZLB). Such policy succeeds in raising the natural rate of interest by creating an environment that speeds up deleveraging and thus endogenously shortens the crisis and the duration of binding ZLB. Inflation should be front-loaded and should overshoot its long-term target during the ZLB episode.
DOI: 10.3886/e231505
title: Replication data for: Endogenous Infrastructure Development and Spatial Takeoff in the First Industrial Revolution

description: This paper develops a model in which the evolution of the transport sector occurs alongside the growth in trade and output of agricultural and manufacturing firms. Simulation output captures aspects of the historical record of England and Wales over 1710–1881. A number of counterfactuals demonstrate the role that the timing and spatial distribution of infrastructure development play in determining the timing of takeoff. There can be a role for policy in accelerating takeoff through improving infrastructure, but the spatial distribution of that improvement matters.
DOI: 10.3886/e231505v1
title: Replication data for: Endogenous Infrastructure Development and Spatial Takeoff in the First Industrial Revolution

description: This paper develops a model in which the evolution of the transport sector occurs alongside the growth in trade and output of agricultural and manufacturing firms. Simulation output captures aspects of the historical record of England and Wales over 1710–1881. A number of counterfactuals demonstrate the role that the timing and spatial distribution of infrastructure development play in determining the timing of takeoff. There can be a role for policy in accelerating takeoff through improving infrastructure, but the spatial distribution of that improvement matters.
DOI: 10.15468/dl.2vgfrj
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049227-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbk24p
title: Occurrence Download

description: A dataset containing 35854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bothriochloa ischaemum"
 ]
}

 The dataset includes 35854 records from 678 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049225-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17596412
title: Testing the feasibility of tech-enhanced community pharmacies to increase Hepatitis B case finding in Vietnam

description: This dataset contains anonymized digital survey data from community pharmacists participating in the “Testing the feasibility of tech-enhanced community pharmacies to increase Hepatitis B case finding in Vietnam” study.The dataset includes raw data (in Vietnamese), a cleaned and coded dataset, an English codebook describing all variables, and a README file detailing structure and usage.Data are shared under a CC-BY 4.0 license.Ethics approval was obtained from the Hanoi University of Public Health IRB (Decision No. 37/2025/YTCC-HD3).Funding was provided by Gilead Sciences (Agreement No. 00537200.0).
DOI: 10.5281/zenodo.17596411
title: Testing the feasibility of tech-enhanced community pharmacies to increase Hepatitis B case finding in Vietnam

description: This dataset contains anonymized digital survey data from community pharmacists participating in the “Testing the feasibility of tech-enhanced community pharmacies to increase Hepatitis B case finding in Vietnam” study.The dataset includes raw data (in Vietnamese), a cleaned and coded dataset, an English codebook describing all variables, and a README file detailing structure and usage.Data are shared under a CC-BY 4.0 license.Ethics approval was obtained from the Hanoi University of Public Health IRB (Decision No. 37/2025/YTCC-HD3).Funding was provided by Gilead Sciences (Agreement No. 00537200.0).
DOI: 10.15468/dl.trgkjb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present",
 "StateProvince is Caqueta"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030199-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkwrra
title: Occurrence Download

description: A dataset containing 10 records in GBIF matching the query:
SELECT scientificName, eventDate, decimalLatitude, decimalLongitude
 FROM occurrence
 WHERE GBIF_Within('POLYGON((2 42, 2.01 42, 2.01 42.01, 2 42.01, 2 42))', decimalLatitude, decimalLongitude) = TRUE
 LIMIT 10

 The dataset's 10 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030192-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkjj5b
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Duttaphrynus hololius"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030202-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcdqsa
title: Occurrence Download

description: A dataset containing 37899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.2.103_2"
 ]
}

 The dataset includes 37899 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030201-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aas4cv
title: Occurrence Download

description: A dataset containing 77369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 77369 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030194-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hne9u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.2.103_2",
 "TaxonKey is Cabassous centralis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030204-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm23ez
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera multijuga",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 365 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030203-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17450071
title: BEdKG (Bangladesh Education Knowledge Graph)

description: Abstract from the paper:

In an era where data plays a pivotal role in shaping policy and driving progress, especially in education, the need for well-informed decision-making is more important than ever. Like other governments, Bangladesh regularly publishes education data as part of open data policies to promote transparency and accessibility. However, while Bangladesh’s educational data is rich in key metrics, it faces limitations such as 1) a lack of a unified analytical format and insufficient aggregation, which restricts its usability for Business Intelligence, Online Analytical Processing (OLAP), and gaining a complete view of the data to extract meaningful insights; 2) limited interoperability and accessibility. In this study, we model Bangladesh’s education data across multiple dimensions, integrating diverse sources into a multidimensional framework using Data Warehousing technology. This enables OLAP-like analysis for comprehensive insights. To improve interoperability and accessibility, the data is integrated into a Knowledge Graph called BEdKG. BEdKG is modeled with the Resource Description Framework (RDF) model and composed of 337,308 RDF triples, adheres to Findability, Accessibility, Interoperability, and Reusability (FAIR) principles, and is linked to 72 external resources. Finally, evaluations through a query interface show that BEdKG, with a size of 45.3 MB, effectively addresses the issue of insufficient aggregation by providing interactive query responses and performing operations over 99% faster than manual methods.
DOI: 10.5281/zenodo.17449563
title: BEdKG (Bangladesh Education Knowledge Graph)

description: Abstract from the paper:

In an era where data plays a pivotal role in shaping policy and driving progress, especially in education, the need for well-informed decision-making is more important than ever. Like other governments, Bangladesh regularly publishes education data as part of open data policies to promote transparency and accessibility. However, while Bangladesh’s educational data is rich in key metrics, it faces limitations such as 1) a lack of a unified analytical format and insufficient aggregation, which restricts its usability for Business Intelligence, Online Analytical Processing (OLAP), and gaining a complete view of the data to extract meaningful insights; 2) limited interoperability and accessibility. In this study, we model Bangladesh’s education data across multiple dimensions, integrating diverse sources into a multidimensional framework using Data Warehousing technology. This enables OLAP-like analysis for comprehensive insights. To improve interoperability and accessibility, the data is integrated into a Knowledge Graph called BEdKG. BEdKG is modeled with the Resource Description Framework (RDF) model and composed of 337,308 RDF triples, adheres to Findability, Accessibility, Interoperability, and Reusability (FAIR) principles, and is linked to 72 external resources. Finally, evaluations through a query interface show that BEdKG, with a size of 45.3 MB, effectively addresses the issue of insufficient aggregation by providing interactive query responses and performing operations over 99% faster than manual methods.
DOI: 10.15468/dl.twhbyb
title: Occurrence Download

description: A dataset containing 32274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((-130.36807 12.64707,-57.28925 12.64707,-57.28925 52.329,-130.36807 52.329,-130.36807 12.64707))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lonicera japonica"
 ]
}

 The dataset includes 32274 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030205-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-5505
title: Source Code of DA-FDM API for semi-automated subject indexing

description: This is the source code for the DA-FDM API. The API provides access to a backend model that generated automated subject indexing suggestions for research data based on textual input such as full texts, abstracts, or description fields.&lt;br&gt;
The API itself handles the communication and data exchange, while the underlying model performed the semantic analysis and concept mapping.&lt;br&gt;
The model suggested relevant concepts and classifications from established knowledge systems DFG Classification System, GND and Wikidata.&lt;br&gt;
This dataset includes the source code as well as the corresponding &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=442622" &gt;documentation&lt;/a&gt;.
DOI: 10.5281/zenodo.17596563
title: Data for Towards global reaction feasibility and robustness prediction with high throughput data and bayesian deep learning
DOI: 10.5281/zenodo.12920293
title: Data for Towards global reaction feasibility and robustness prediction with high throughput data and bayesian deep learning
DOI: 10.15468/dl.23bwnj
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ammospermophilus interpres"
 ]
}

 The dataset includes 755 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030206-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfyb33
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Country is Papua New Guinea",
 "TaxonKey is Aphantophryne sabini"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030207-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4ddse
title: Occurrence Download

description: A dataset containing 2761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((117.56989 20.25569,154.81125 34.70082,149.09721 66.74894,94.64129 45.53854,93.56885 32.78847,80.69961 34.69502,77.00567 30.64359,89.15994 24.80478,101.91002 22.18327,97.73943 14.19958,107.2722 15.6295,106.79556 20.39588,113.34933 20.51503,117.56989 20.25569))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysanthemum indicum"
 ]
}

 The dataset includes 2761 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030208-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.