cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kx2sjf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuphea carthagenensis",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046661-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/utn7k2
title: Gridded Population of the World, Version 4 (GPWv4): National Identifier Grid, Revision 11

description: The Gridded Population of the World, Version 4 (GPWv4): National Identifier Grid, Revision 11 is a raster representation of nation-states in GPWv4 for use in aggregating population data. This data set was produced from the input census units which were used to create a raster surface where pixels that cover the same census data source (most often a country or territory) have the same value. Note that these data are not official representations of country boundaries; rather, they represent the area covered by the input data. In cases where multiple countries overlapped a given pixel (e.g. on national borders), the pixels were assigned the country code of the input data set which made up the majority of the land area. The data file was produced as a global raster at 30 arc-second (~1 km at the equator) resolution. To enable faster global processing, and in support of research communities, the 30 arc-second data were aggregated to 2.5 arc-minute, 15 arc-minute, 30 arc-minute and 1 degree resolutions. Each level of aggregation results in the loss of one or more countries with areas smaller than the cell size of the final raster. Rasters of all resolutions were also converted to polygon shapefiles.
description: To provide a raster representation of nation-states in GPWv4 for use in aggregating population data.
DOI: 10.5281/zenodo.17087975
title: AlcheMISC demo data (3)
DOI: 10.5281/zenodo.17087976
title: AlcheMISC demo data (3)
DOI: 10.15468/dl.cfdty6
title: Occurrence Download

description: A dataset containing 1580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuphea carthagenensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1580 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046662-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dswpj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sida pernambucensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046663-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30090271
title: model_performance_test com.xlsx

description: TEST&...
DOI: 10.6084/m9.figshare.30090271.v1
title: model_performance_test com.xlsx

description: TEST&...
DOI: 10.7910/dvn/zkloex
title: Gridded Population of the World, Version 4 (GPWv4): Land and Water Area, Revision 11

description: The Gridded Population of the World, Version 4 (GPWv4): Land and Water Area, Revision 11 consists of two rasters that measure surface areas of land and water in square kilometers per pixel. The Land Area raster provides estimates of the land area, excluding permanent ice and water, within each pixel, and was used to calculate the population density rasters. The Water Area raster provides estimates of the water area (permanent ice and water) within each pixel. The sum of land area and water area of a pixel equals the total surface area of that pixel. The data files were produced as global rasters at 30 arc-second (~1 km at the equator) resolution. To enable faster global processing, and in support of research communities, the 30 arc-second data were aggregated to 2.5 arc-minute, 15 arc-minute, 30 arc-minute and 1 degree resolutions.
description: To provide pixel-level land and water surface area estimates.
DOI: 10.25625/ahd7mt/ueq9yx
title: Analysis_eco_subsample_data_Ghana.do

description: :unav
DOI: 10.25625/ahd7mt/xrokdf
title: eco_subsample_dataset_ghana_05.07.24.csv

description: :unav
DOI: 10.25625/ahd7mt/jffcgp
title: Analysis_hh_data_Ghana.do

description: :unav
DOI: 10.25625/ahd7mt/d5j0zd
title: Replication package for Wätzold et al. (2025).txt

description: :unav
DOI: 10.25625/ahd7mt/zep3yc
title: hh_dataset_ghana_05.07.24.tab

description: :unav
DOI: 10.25625/ahd7mt/0qml20
title: eco_subsample_dataset_ghana_13.09.24b.csv

description: :unav
DOI: 10.25625/ahd7mt/oteev8
title: Analysis_eco_subsample_data_Ghana.do

description: :unav
DOI: 10.25625/ahd7mt/ygyyru
title: Analysis_hh_data_Ghana.do

description: :unav
DOI: 10.25625/ahd7mt/h9dz6a
title: hh_dataset_ghana_13.09.24b.csv

description: :unav
DOI: 10.25625/ahd7mt
title: Replication package for Wätzold et al. (2025) Ecol. Economics

description: Title Do voluntary sustainability standards improve socioeconomic and ecological outcomes? Evidence from Ghana's cocoa sector Abstract Voluntary sustainability standards offer potential for sustainable development by improving the livelihoods of smallholder farmers while conserving biodiversity. However, their overall implications remain poorly understood, as studies have mostly focused on assessing their effects on single sustainability dimensions. Here, we use an interdisciplinary approach to understand the simultaneous effects of sustainability standards (e.g. Fairtrade, Rainforest Alliance, Cocoa Life) on socioeconomic and ecological outcomes in Ghana's cocoa sector. Our study is based on a rich dataset comprising household data from 814 smallholder cocoa-producing households from five major cocoa regions and ecological data from 119 cocoa plots. Results from the endogenous switching regression approach suggest that sustainability standards have positive effects on socioeconomic outcomes such as cocoa yield, net cocoa income and returns to land. However, using generalized linear mixed effects models, we do not find any significant associations with ecological outcomes related to vegetation structure and animal diversity. Our results indicate that sustainability standards in Ghana's cocoa sector lead to socioeconomic benefits but not to ecological benefits for the plot environment. Nevertheless, yield increases do not come at the expense of biodiversity. We conclude that sustainability standards have the potential to improve socioeconomic outcomes, without significantly creating trade-offs with ecological outcomes.
DOI: 10.15468/dl.v4wuvp
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.28.82_2",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Crocodylia, Testudines)"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046664-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17088504
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909u Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909u Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17088505
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909u Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909u Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.yhktrm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuphea carthagenensis",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046665-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17088448
title: The Galactic Dynamics of the Fundamental Speed Theory: Numerical Solution of the Spherically Symmetric Field Equation and Comparison with SPARC Galaxy Data

description: This work presents the numerical solution to the core field equation of the Fundamental Speed Theory (FST) in a static, spherically symmetric configuration. The equation governing the spatial profile of the vector field V^\mu is solved numerically using Python, yielding the field behavior V(r) and its induced acceleration a_V(r) . The results demonstrate a characteristic screening mechanism where the field is suppressed in high-density regions while contributing significantly to the dynamics in galactic outskirts. The model accurately reproduces the rotation curves of galaxies from the SPARC database (e.g., NGC 2403 and UGC 128) without invoking dark matter. Furthermore, a testable prediction for gravitational lensing in dwarf galaxies is proposed, with a detectable correction \varepsilon_V \approx 2.3 \times 10^{-5} . This study establishes a direct link between the galactic dynamics of FST and its cosmological implications, using consistent parameters ( m_V = 3.2 \times 10^{-30} eV, \( \lambda = 10^{-4} \)) across scales.
DOI: 10.5281/zenodo.17088449
title: The Galactic Dynamics of the Fundamental Speed Theory: Numerical Solution of the Spherically Symmetric Field Equation and Comparison with SPARC Galaxy Data

description: This work presents the numerical solution to the core field equation of the Fundamental Speed Theory (FST) in a static, spherically symmetric configuration. The equation governing the spatial profile of the vector field V^\mu is solved numerically using Python, yielding the field behavior V(r) and its induced acceleration a_V(r) . The results demonstrate a characteristic screening mechanism where the field is suppressed in high-density regions while contributing significantly to the dynamics in galactic outskirts. The model accurately reproduces the rotation curves of galaxies from the SPARC database (e.g., NGC 2403 and UGC 128) without invoking dark matter. Furthermore, a testable prediction for gravitational lensing in dwarf galaxies is proposed, with a detectable correction \varepsilon_V \approx 2.3 \times 10^{-5} . This study establishes a direct link between the galactic dynamics of FST and its cosmological implications, using consistent parameters ( m_V = 3.2 \times 10^{-30} eV, \( \lambda = 10^{-4} \)) across scales.
DOI: 10.15468/dl.8dhg2x
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parasesarma austrawati"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046666-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c92vb
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Boana crepitans",
 "Year 2015-2025"
 ]
}

 The dataset includes 351 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046667-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x43pdk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parasesarma batavianum"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046668-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ftf52
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parasesarma bengalense"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046669-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f84dx9
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caperonia zaponzeta Mansf."
 ]
}

 The dataset includes 44 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118316-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdh585
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caperonia subrotunda Chiov."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118312-230224095556074/datasets/export for details.
DOI: 10.15468/dl.pweail
title: Occurrence Download

description: A dataset containing 399113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grossulariaceae",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 399113 records from 820 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038413-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acrsha
title: Occurrence Download

description: A dataset containing 55742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actaea spicata L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 55742 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228609-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vqmfr
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Hylophilus decurtatus (Bonaparte, 1838)"
 ]
}

 The dataset includes 626 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008653-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9733nw
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capillipedium laoticum A.Camus"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118333-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqtzzy
title: Occurrence Download

description: A dataset containing 11794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moehringia muscosa L., Moenchia mantica (L.) Bartl.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 11794 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282538-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wubwpg
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capillipedium assimile (Steud.) A.Camus"
 ]
}

 The dataset includes 1072 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118321-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qhs9s
title: Occurrence Download

description: A dataset listing the 15 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "or" : [
 "StateProvince ~Boyaca",
 "StateProvince is boyaca"
 ]
 },
 "GadmGid is one of (COL.7.21_2, COL.7.114_2, COL.7.60_2, COL.7.99_2, COL.7.117_2, COL.7.110_2, COL.7.92_2)"
 ]
 }
 ]
}

 The dataset's 15 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023242-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.temjxu
title: Occurrence Download

description: A dataset containing 16431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1000-2020",
 {
 "or" : [
 "DatasetKey is CUMV Fish Collection",
 "DatasetKey is VIS - Fishes in inland waters in Flanders, Belgium",
 "DatasetKey is Données ONEMA BDMAP 1966/2012",
 "DatasetKey is Atlas des poissons d'eau douce de France métropolitaine (2001)",
 "DatasetKey is NCSM Ichthyology Collection",
 "DatasetKey is Freshwater fishes of Italy",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is Invasive species - American bullfrog (Lithobates catesbeianus) in Flanders, Belgium",
 "DatasetKey is University of Michigan Museum of Zoology, Division of Fishes",
 "DatasetKey is USGS Nonindigenous Aquatic Species database"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Lepomis gibbosus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16431 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013320-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrgap9
title: Occurrence Download

description: A dataset containing 228750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tragopogon pratensis L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 228750 records from 1429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118325-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7ma68
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tegolophus Keifer, 1961"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005640-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d37f4y
title: Occurrence Download

description: A dataset containing 88085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Empidonax wrightii",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 88085 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070866-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b89ngf
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acantholobulus pacificus (Edmondson, 1931)"
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111604-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.