cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ngpc3n
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.17139 19.40949,-99.15582 19.40949,-99.15582 19.41857,-99.17139 19.41857,-99.17139 19.40949))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026024-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9f8ah
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schwenkia americana",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026023-250811113504898/datasets/export for details.
DOI: 10.15468/dl.pq4sk7
title: Occurrence Download

description: A dataset containing 13084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amanita muscaria",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 13084 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026021-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16914464
title: Active Regions with Multiple NOAA Numbers, 2011-2019

description: This is a list of active regions which have been identified as lasting for multiple rotations, and their subsequent-rotation NOAA number designation. For more information on the creation of this dataset, please refer to (ApJ link coming).
DOI: 10.3886/e179401v2-187119
title: The Census Place Project: A Method for Geolocating Unstructured Place Names

description: Researchers use microdata to study the economic development of the United States and the causal effects of historical policies. Much of this research focuses on county- and state-level patterns and policies because comprehensive sub-county data is not consistently available. We describe a new method that geocodes and standardizes the towns and cities of residence for individuals and households in decennial census microdata from 1790--1940. We release public crosswalks linking individuals and households to consistently-defined place names, longitude-latitude pairs, counties, and states. Our method dramatically increases the number of individuals and households assigned to a sub-county location relative to standard publicly available data: we geocode an average of 83% of the individuals and households in 1790--1940 census microdata, compared to 23% in widely-used crosswalks. In years with individual-level microdata (1850--1940), our average match rate is 94% relative to 33% in widely-used crosswalks. To illustrate the value of our crosswalks, we measure place-level population growth across the United States between 1870 and 1940 at a sub-county level, confirming predictions of Zipf's Law and Gibrat's Law for large cities but rejecting similar predictions for small towns. We describe how our approach can be used to accurately geocode other historical datasets.
DOI: 10.15468/dl.yezkmt
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astyanax bacalarensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 321 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026027-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnpb3z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum betaceum",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026028-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ys7qh8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum betaceum",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026029-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7u6qs
title: Occurrence Download

description: A dataset containing 55745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenocarpus bataua"
 ]
}

 The dataset includes 55745 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026013-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbjtcq
title: Occurrence Download

description: A dataset containing 10429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Argentina, Chile)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campephilus magellanicus",
 "Year 1970-2025"
 ]
}

 The dataset includes 10429 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026030-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttca68
title: Occurrence Download

description: A dataset containing 23301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Iris sibirica"
 ]
}

 The dataset includes 23301 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026031-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10313363
title: Atmospheric Surface Flux Station #50 measurements (level 2 Processed), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), October 2021-June 2023

description: Processed (Level 2) measurements and derived variables from the Atmospheric Surface Flux Station #50 (ASFS-50) deployed at the Avery Picnic site (38°58.3455' N, 106°59.8113' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from October 2021 through June 2023. The ASFS measured variables of the surface energy budget, momentum flux, near-surface meteorology, and soil properties. Measurements of high-resolution 3-dimensional winds were observed at a nominal height of 4.6 m (depending on snow depth). Measurements of upwelling broadband radiation and meteorology observed from a nominal height of 2.9 m. The measurements are included in three netCDF files per day. The "sledmet" files are comprised of 1-min averages of measured and derived variables, including near-surface meteorology, surface skin temperature, snow depth, radiative fluxes, and conductive fluxes. The "sledseb" files are 10-min averages of the same variables as in the 1-min files and also include calculations of turbulent sensible and latent heat fluxes, momentum flux, and associated diagnostics, surface stress, and Monin-Obukhov parameters using both eddy covariance and bulk methodologies, all valid for the 10-min intervals. Both of these file types also contain a "_qc" variable paired with each measurement variable, or family of variables, that is a temporally-matched quality control code: 0 = good data, 1 = caution (data may be suspect), 2 = bad data, and -1 = missing (no data was collected). The "10hz" files include 3-dimensional winds and gas densities of water vapor and carbon dioxide that are quality-controlled, aggregated to a regular 10-Hz temporal grid, and (for winds) rotated into the earth coordinate frame. A detailed documentation of the measurement conditions, the processing steps taken to construct this data set, and other caveats and uncertainties will be provided in an accompanying published data manuscript.

Note on update: v2_1 update provides double rotation ("dbl") turbulent fluxes in addition to planar fit ("pf"), as well as corrects a rotation problem with the v2 data that primarily affects the momentum fluxes. v2_1 only includes updates for the sledseb file set: for sledmet and sledwind10hz, continue to refer to v2 data set.
DOI: 10.5281/zenodo.15283524
title: Atmospheric Surface Flux Station #50 measurements (level 2 Processed), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), October 2021-June 2023

description: Processed (Level 2) measurements and derived variables from the Atmospheric Surface Flux Station #50 (ASFS-50) deployed at the Avery Picnic site (38°58.3455' N, 106°59.8113' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from October 2021 through June 2023. The ASFS measured variables of the surface energy budget, momentum flux, near-surface meteorology, and soil properties. Measurements of high-resolution 3-dimensional winds were observed at a nominal height of 4.6 m (depending on snow depth). Measurements of upwelling broadband radiation and meteorology observed from a nominal height of 2.9 m. The measurements are included in three netCDF files per day. The "sledmet" files are comprised of 1-min averages of measured and derived variables, including near-surface meteorology, surface skin temperature, snow depth, radiative fluxes, and conductive fluxes. The "sledseb" files are 10-min averages of the same variables as in the 1-min files and also include calculations of turbulent sensible and latent heat fluxes, momentum flux, and associated diagnostics, surface stress, and Monin-Obukhov parameters using both eddy covariance and bulk methodologies, all valid for the 10-min intervals. Both of these file types also contain a "_qc" variable paired with each measurement variable, or family of variables, that is a temporally-matched quality control code: 0 = good data, 1 = caution (data may be suspect), 2 = bad data, and -1 = missing (no data was collected). The "10hz" files include 3-dimensional winds and gas densities of water vapor and carbon dioxide that are quality-controlled, aggregated to a regular 10-Hz temporal grid, and (for winds) rotated into the earth coordinate frame. A detailed documentation of the measurement conditions, the processing steps taken to construct this data set, and other caveats and uncertainties will be provided in an accompanying published data manuscript.

Note on update: v2_1 update provides double rotation ("dbl") turbulent fluxes in addition to planar fit ("pf"), as well as corrects a rotation problem with the v2 data that primarily affects the momentum fluxes. v2_1 only includes updates for the sledseb file set: for sledmet and sledwind10hz, continue to refer to v2 data set.
DOI: 10.15468/dl.pawwfv
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmorhiza chilensis"
 ]
}

 The dataset includes 1300 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005682-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18413024
title: Predicting Consumer Purchase Frequency: A Hybrid Analysis Using SEM-PLS and Decision Tree on AI based Recommendations, Digital Marketing, and Food Vloggers

description: This study analyzes the impact of investment in AI-based recommendation systems and food vloggers on consumer purchase frequency. By combining the PLS-SEM method and Data Mining techniques, this study aims to identify the most effective determinants in driving consumption behavior. The dataset includes digital marketing variables and respondent profiles used to measure the efficiency of capital allocation in modern culinary marketing strategies.

The research findings show that AI-based recommendations have the most significant influence on increasing purchase frequency, while the food vlogger factor is found to be insignificant. In addition, the Data Mining results confirm that employment status is the most influential demographic variable. This data provides strategic insights for industry players to prioritize AI technology over traditional promotional channels in optimizing sales conversions.
DOI: 10.5281/zenodo.18413025
title: Predicting Consumer Purchase Frequency: A Hybrid Analysis Using SEM-PLS and Decision Tree on AI based Recommendations, Digital Marketing, and Food Vloggers

description: This study analyzes the impact of investment in AI-based recommendation systems and food vloggers on consumer purchase frequency. By combining the PLS-SEM method and Data Mining techniques, this study aims to identify the most effective determinants in driving consumption behavior. The dataset includes digital marketing variables and respondent profiles used to measure the efficiency of capital allocation in modern culinary marketing strategies.

The research findings show that AI-based recommendations have the most significant influence on increasing purchase frequency, while the food vlogger factor is found to be insignificant. In addition, the Data Mining results confirm that employment status is the most influential demographic variable. This data provides strategic insights for industry players to prioritize AI technology over traditional promotional channels in optimizing sales conversions.
DOI: 10.15468/dl.yu44p4
title: Occurrence Download

description: A dataset containing 6831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is July",
 "Sex is one of (Mixed, Indeterminate)"
 ]
}

 The dataset includes 6831 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005684-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xefv6
title: Occurrence Download

description: A dataset containing 42078 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spatially explicit database of tree related microhabitats (TreMs)"
 ]
}

 The dataset includes 42078 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005683-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23zbwf
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "StateProvince is one of (Tawi Tawi Province, Tawi Tawi, Tawi-Tawi Province, Tawi Tawi Island, Tawi Tawi I., Tawi Tawi, Sulu Islands)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 335 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005686-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmymqg
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedlundia austriaca",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 125 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005687-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ydgjhu
title: The nomenclature and taxonomy of the Malagasy Kalanchoe macrochlamys (Crassulaceae [subfam. Cotyledonoideae] tr. Kalanchoeae), and inclusion of K. maromokotrensis in its synonymy, with notes on the natural geographical distribution range, ecology, and reproductive biology of the species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Smith, Gideon F., Shtein, Ronen, Klein, David-Paul (2025): The nomenclature and taxonomy of the Malagasy Kalanchoe macrochlamys (Crassulaceae [subfam. Cotyledonoideae] tr. Kalanchoeae), and inclusion of K. maromokotrensis in its synonymy, with notes on the natural geographical distribution range, ecology, and reproductive biology of the species. Phytotaxa 718 (4): 265-282, DOI: 10.11646/phytotaxa.718.4.2, URL: https://doi.org/10.11646/phytotaxa.718.4.2AbstractThe nomenclature and taxonomy of the Malagasy Kalanchoe macrochlamys (Crassulaceae [subfam. Cotyledonoideae] tr. Kalanchoeae), one of the kalanchoes described by the French botanist Henri Perrier de la Bâthie in 1928, are discussed and clarified. The species has remained little-known for nearly 100 years, likely because it had not been illustrated until 2006, and then as K. maromokotrensis. The typification of the name K. macrochlamys is corrected and it is shown that K. maromokotrensis belongs in the synonymy of K. macrochlamys. A map and discussion of the natural geographical distribution range of K. macrochlamys are provided, along with an amplified description of the species, and illustrations of it from several localities as well as its multiple reproductive strategies. Kalanchoe macrochlamys is also compared to K. cymbifolia.
DOI: 10.15468/dl.qy49n5
title: Occurrence Download

description: A dataset containing 1597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctiphanes australis",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 1597 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005689-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq4ejr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allorhadinorhynchus segmentatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005690-260126135527185/datasets/export for details.
DOI: 10.15468/dl.ezrksb
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boechera divaricarpa"
 ]
}

 The dataset includes 1386 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005693-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wggkyk
title: Occurrence Download

description: A dataset containing 1573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-134.59065 30.47918,-74.40935 30.47918,-74.40935 54.52082,-134.59065 54.52082,-134.59065 30.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Microseris cuspidata"
 ]
}

 The dataset includes 1573 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005694-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rwbv2
title: Occurrence Download

description: A dataset containing 1413 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gleichenia alpina"
 ]
}

 The dataset includes 1413 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005695-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6rbhy
title: Occurrence Download

description: A dataset containing 13527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.24054 45.50155,9.40958 45.50155,9.40958 45.59202,9.24054 45.59202,9.24054 45.50155))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13527 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005696-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8nbzw
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.4827 36.88529,8.47983 36.88092,8.4756 36.87753,8.47348 36.87245,8.46682 36.86689,8.45986 36.85624,8.45563 36.84244,8.46138 36.83977,8.46622 36.83275,8.47106 36.82621,8.48709 36.82403,8.49556 36.825,8.52656 36.84511,8.52808 36.85117,8.53897 36.86012,8.54048 36.86908,8.53503 36.88312,8.51749 36.87973,8.50297 36.8807,8.4827 36.88529))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 445 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005698-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvh4yu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.94 8.32, -81.92 8.32, -81.92 8.34, -81.94 8.34, -81.94 8.32))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005699-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.