cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17513807
title: Dataset for paper: Species-specific strontium distribution and environment in coccolithophores revealed by X-ray fluorescence and spectroscopy

description: Data for the upcoming submission entitled:  Species-specific strontium distribution and environment in coccolithophores revealed by X-ray fluorescence and spectroscopy.

Data were collected using I14 Beamline at Diamond Light Source.
DOI: 10.5281/zenodo.17748940
title: Do Term Spreads Predict Recessions? Lessons from a Meta-Analysis

description: This dataset contains the compiled meta-analysis data for the study "Do Term Spreads Predict Recessions? Lessons from a Meta-Analysis."

The Excel file includes data extracted and compiled from multiple peer-reviewed studies examining the relationship between term spreads and economic recessions. The dataset comprises the following key variables:

·       Study characteristics: Author, publication year, journal, and impact factor

·       Time period information: Study period start and end years, data frequency

·       Sample information: Sample sizes

·       Methodology: Country, regression lag length, number of regressors, and regressor names

·       Results: Regression coefficients, standard errors, and pseudo R-squared values

·       Recession definition and measurement approaches used in each study

This data enables the meta-analytic evaluation of whether term spreads can reliably predict economic recessions across different studies, methodologies, and time periods.
DOI: 10.5281/zenodo.17748941
title: Do Term Spreads Predict Recessions? Lessons from a Meta-Analysis

description: This dataset contains the compiled meta-analysis data for the study "Do Term Spreads Predict Recessions? Lessons from a Meta-Analysis."

The Excel file includes data extracted and compiled from multiple peer-reviewed studies examining the relationship between term spreads and economic recessions. The dataset comprises the following key variables:

·       Study characteristics: Author, publication year, journal, and impact factor

·       Time period information: Study period start and end years, data frequency

·       Sample information: Sample sizes

·       Methodology: Country, regression lag length, number of regressors, and regressor names

·       Results: Regression coefficients, standard errors, and pseudo R-squared values

·       Recession definition and measurement approaches used in each study

This data enables the meta-analytic evaluation of whether term spreads can reliably predict economic recessions across different studies, methodologies, and time periods.
DOI: 10.15468/dl.6cs66k
title: Occurrence Download

description: A dataset containing 332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola sinuata"
 ]
}

 The dataset includes 332 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013952-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmpn6g
title: Occurrence Download

description: A dataset containing 900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enaphalodes rufulus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 900 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013953-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfn9ck
title: Occurrence Download

description: A dataset containing 9097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.1_1, DEU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pholidoptera griseoaptera",
 "Year 2015-2025"
 ]
}

 The dataset includes 9097 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013955-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffr76s
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saperda candida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 767 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013954-251120083545085/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.26974540.v1
title: <b>Dataset-The Past and Future of Food from Forest in</b><b> China</b>

description: Food security issues arising from hunger and unscientific diets are threatening the realization of the overarching goal of sustainable development in many countries. When food from traditionally cultivated land is not sufficient to meet demand, food from forests will be able to effectively supplement it. Here we examine the development and spatial and temporal evolution of forest food in China over the past fifteen years (2006-2020), based mainly on empirical evidence from China, while measuring the number of people that forest food can feed and the amount of agricultural carbon emissions it replaces. According to our results, most of China's forest food is distributed in collective forest areas, and its share in major agricultural products is increasing year by year, approaching 10% in 2020. Under our given five SSPs scenarios, the SSP1 scenario has the most forest food equivalents in 2050, while the demand-side data of forest food measured based on the population data calculated by the cohort factor method is matched with the supply-side data of the previous projections to obtain the highest number of males, females, and the average population that can be fed under the SSP1 scenario, which is close to the SSP2 scenario. The proportion of agricultural carbon emissions that can be replaced in the SSP1 scenario also increases over the years, with clear environmental benefits. Finally, the ability to drive forest food growth obtained in structural equation modeling depends on factors such as economic level, population size and technological innovation.
DOI: 10.15468/dl.47sbm8
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola amabilis"
 ]
}

 The dataset includes 56 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013957-251120083545085/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/13907524
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.vtpzbj
title: Occurrence Download

description: A dataset containing 13335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118 37,120 37,120 39,118 39,118 37))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 13335 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013956-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh479y
title: Occurrence Download

description: A dataset containing 7126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agriotes pallidulus"
 ]
}

 The dataset includes 7126 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013958-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15544850
title: Geospatial datasets for Amarnath Valley Flash Flood (July 2022) Assessment

description: The present geospatial datasets are based on the research article "Exploring the capability of Earth Observation data and a new ‘4S’ framework for Disaster Risk Reduction: An experience from July 2022 flash floods in Amarnath valley, India". The repository contains all the analysed raster and vector datasets associated with the research article and has been made available under FAIR data principles.

These datasets aim to facilitate multi-stakeholder engagement in assessing unseen risks and implementing the proposed ‘4S’ framework - 'source', 'setting', 'susceptibility', and 'solution' - for comprehensive flash flood risk assessment aligned with global goals (UN-SDGs) and national (PM-10 point) DRR agendas.

The various results can be visualised through the interactive dashboard based on the Google Earth Engine app.

Read our research article from the following link.

This research work has been featured by the UN DRR Prevention Web.
description: Spatial extent: Lon (N): 75.47501, 75.55237; Lat (E): 34.20153, 34.23433 (xmin, xmax; ymin, ymax)

Amarnath Cave shrine location: 34.21507 N, 75.503056 E

Database: Vector (Polygon, Polyline and Point) - Produced from georeferenced Survey of India Open Series Maps 1:50,000 scale [Sheet No.: I43J7, I43J8 (Kashmir South/Anantnag district) and I43J12 (Udhampur district) - UT of J&K]; Raster - Derived from USGS SRTM DEM v3.0 (1-arc second spatial resolution)

Coordinate reference system: EPSG:32643 - WGS 84 / UTM zone 43N

Available format: Vector - ESRI Shapefiles; Raster - GeoTIFF
DOI: 10.5281/zenodo.15544851
title: Geospatial datasets for Amarnath Valley Flash Flood (July 2022) Assessment

description: The present geospatial datasets are based on the research article "Exploring the capability of Earth Observation data and a new ‘4S’ framework for Disaster Risk Reduction: An experience from July 2022 flash floods in Amarnath valley, India". The repository contains all the analysed raster and vector datasets associated with the research article and has been made available under FAIR data principles.

These datasets aim to facilitate multi-stakeholder engagement in assessing unseen risks and implementing the proposed ‘4S’ framework - 'source', 'setting', 'susceptibility', and 'solution' - for comprehensive flash flood risk assessment aligned with global goals (UN-SDGs) and national (PM-10 point) DRR agendas.

The various results can be visualised through the interactive dashboard based on the Google Earth Engine app.

Read our research article from the following link.

This research work has been featured by the UN DRR Prevention Web.
description: Spatial extent: Lon (N): 75.47501, 75.55237; Lat (E): 34.20153, 34.23433 (xmin, xmax; ymin, ymax)

Amarnath Cave shrine location: 34.21507 N, 75.503056 E

Database: Vector (Polygon, Polyline and Point) - Produced from georeferenced Survey of India Open Series Maps 1:50,000 scale [Sheet No.: I43J7, I43J8 (Kashmir South/Anantnag district) and I43J12 (Udhampur district) - UT of J&K]; Raster - Derived from USGS SRTM DEM v3.0 (1-arc second spatial resolution)

Coordinate reference system: EPSG:32643 - WGS 84 / UTM zone 43N

Available format: Vector - ESRI Shapefiles; Raster - GeoTIFF
DOI: 10.5281/zenodo.14622187
title: Data used in the paper "Second-order nonlinear frequency conversion in InGaP-on-insulator waveguides"

description: Data recorded for the paper "Second-order nonlinear frequency conversion in InGaP-on-insulator waveguides". The majority of the data are in HDF5 format, providing a dictionary like structure, thus labeling each dataset. Each measurement folder contains a detector_designation.txt, indicating the measured quantity of each detector nr. Most nonlinear frequency conversion measurements are provided as raw data, and calibrated to be on chip as plotted in the paper.

Notes:

Relevant calibrations can generally be recognized by overlapping dates with data. Power calibrations are made between taps and the input lensed fiber (See fig. 1d in paper).

For cutback loss measurements the following waveguide lengths can be used, related to file wg annotation - wg1 = 1.988 mm, wg2 = 4.626 mm, wg3 = 6.692 mm, wg4 = 8.340 mm and wg5 = 9.957 mm.

For etch comparison, QC1 and QC2 were made with a CH4 based etch chemistry and QC3 and QC4 were etched based on BCl3
DOI: 10.5281/zenodo.14622188
title: Data used in the paper "Second-order nonlinear frequency conversion in InGaP-on-insulator waveguides"

description: Data recorded for the paper "Second-order nonlinear frequency conversion in InGaP-on-insulator waveguides". The majority of the data are in HDF5 format, providing a dictionary like structure, thus labeling each dataset. Each measurement folder contains a detector_designation.txt, indicating the measured quantity of each detector nr. Most nonlinear frequency conversion measurements are provided as raw data, and calibrated to be on chip as plotted in the paper.

Notes:

Relevant calibrations can generally be recognized by overlapping dates with data. Power calibrations are made between taps and the input lensed fiber (See fig. 1d in paper).

For cutback loss measurements the following waveguide lengths can be used, related to file wg annotation - wg1 = 1.988 mm, wg2 = 4.626 mm, wg3 = 6.692 mm, wg4 = 8.340 mm and wg5 = 9.957 mm.

For etch comparison, QC1 and QC2 were made with a CH4 based etch chemistry and QC3 and QC4 were etched based on BCl3
DOI: 10.15468/dl.s5e99a
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vespa basalis",
 "Year 1981-2024"
 ]
}

 The dataset includes 161 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013959-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v248pw
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei, Japan)",
 "TaxonKey is Potamogeton lucens"
 ]
}

 The dataset includes 141 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013960-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2ebn9
title: Occurrence Download

description: A dataset containing 953 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lacerta diplochondrodes"
 ]
}

 The dataset includes 953 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013962-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6s4be
title: Occurrence Download

description: A dataset containing 12445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-9939.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formica rufa",
 "Year 1970-2025"
 ]
}

 The dataset includes 12445 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013961-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbgtry
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodiola liciae"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013963-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4naftf
title: Occurrence Download

description: A dataset containing 2722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.1_1, DEU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Platycleis albopunctata",
 "Year 2015-2025"
 ]
}

 The dataset includes 2722 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013964-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5287/ora-5r08j6x1e
title: Glycodeoxycholic and deoxycholic bile acids impair recognition and spatial memory in adult mice, and reduce central CREB-BDNF signaling and cytokine expression with neuroanatomical specificity

description: These data were created over the past 18 months as part of a UKRI grant. Mouse behaviour and brain gene expression data are in an SPSS file. Metagenomic data accrued from faecal samples and bile acid levels in plasma from mice included in the study are in Excel or CSV format so they can be used in most analysis packages, such as 'R'. A Word document detailing all the methods is also provided.
DOI: 10.34894/jlkiny
title: Supplemental materials for "The Effect of Analytical Rigor on Accuracy of Intelligence Forecasts"

description: Supplemental materials for a study examining the relationship between analytical rigor (product quality) and the accuracy of intelligence forecasts (predictive accuracy) in intelligence organizations. By investigating the dynamics of analytical processes and accuracy, this study aims to enhance our understanding of what drives effectiveness in intelligence organisations.
DOI: 10.15468/dl.qe475v
title: Occurrence Download

description: A dataset containing 5834780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapoda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Specimen"
 ]
 }
 },
 "Year is greater than or equal to 1950",
 "CoordinateUncertaintyInMeters is less than or equal to 20000"
 ]
}

 The dataset includes 5834780 records from 1292 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013946-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2z4gy
title: Occurrence Download

description: A dataset containing 5811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pistacia chinensis Bunge"
 ]
}

 The dataset includes 5811 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174191-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t56m3y
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Balaenoptera acutorostrata Lacépède, 1804"
 ]
}

 The dataset includes 257 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241690-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l0ooyd
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "TaxonKey is Tecoma stans (L.) Juss. ex Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 62 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001914-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44zmyn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Mexico",
 "Geometry POLYGON((-126.33837 -0.72552,-60.87296 -0.72552,-60.87296 34.57085,-126.33837 34.57085,-126.33837 -0.72552))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tagetes erecta L."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174161-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qdlw0
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Elevation 3959.0-6773.0m",
 "Geometry POLYGON((76.69556 33.57801,77.53052 32.30571,78.1073 32.88881,78.71155 33.54139,77.48108 34.70549,76.23413 34.28899,76.69556 33.57801))",
 "TaxonKey is Poaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1691 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026343-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcwjf3
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachymeles ilocandia Siler, Davis, Freitas, Huron, Geheber, Watters, Penrod, Papes, Amrein, Anwawr, Cooper Hein, Manning, Patel, Pinaroc, Diesmos, Diesmos, Oliveros & Brown, 2016"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001914-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.447455
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Observation",
 "TaxonKey is Tyrannus melancholicus Vieillot, 1819"
 ]
}

 The dataset includes 135 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174166-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.or4xtj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clethra fragrans L.M.González & R.Delgad."
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001914-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.