cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k3xtaa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocigrapha normani Grote, 1874",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0370211-210914110416597/datasets/export for details.
DOI: 10.15468/dl.dgdh5s
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax calophylla Wall. ex A.DC."
 ]
}

 The dataset includes 156 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135346-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agf633
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neocentropogon japonicus Matsubara, 1943"
 ]
}

 The dataset includes 56 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062018-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnx3fn
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scirpus rosthornii Diels"
 ]
}

 The dataset includes 443 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119360-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm5gxt
title: Occurrence Download

description: A dataset containing 44204297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Continent is one of (Africa, Asia, Europe, North America, South America, Oceania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Year 1961-2023",
 "Year 1964-2023"
 ]
 }
 ]
}

 The dataset includes 44204297 records from 1041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031702-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2r6a5
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scyllarides herklotsii (Herklots, 1851)"
 ]
}

 The dataset includes 35 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0132294-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knmdwv
title: Occurrence Download

description: A dataset containing 8053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microhyla heymonsi Vogt, 1911"
 ]
}

 The dataset includes 8053 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.994cw7
title: Occurrence Download

description: A dataset containing 36011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Herniaria alpina Chaix, Herniaria glabra L., Herniaria cinerea DC.)",
 "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 36011 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242202-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sbcqz
title: Occurrence Download

description: A dataset containing 968086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gobio gobio (Linnaeus, 1758)"
 ]
}

 The dataset includes 968086 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001085-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13011/m3-7tts-2f87
title: FOXDEN dataset /beamline=3a/btr=test-123-a/cycle=2024-1/sample_name=hollow_pyramid_foxden_test3/user=ad785:20250908_140306
DOI: 10.7910/dvn/5zpwqi
title: Gridded Species Distribution: Global Mammal Richness Grids, 2015 Release

description: The 2015 Release of the Global Mammal Richness Grids data set of the Gridded Species Distribution collection are aggregations of the presence grids data for the entire class, individual families, and International Union for the Conservation of Nature (IUCN) Red List status categories. The data are available in 30 arc-second (~1 km) resolutions. The grid cell values represent the number of species in a particular class, family or IUCN threatened category. The input vector layers are based on the IUCN Red List and the grids are compiled by the Columbia University Center for International Earth Science Information Network (CIESIN). The data from IUCN were downloaded in April 2013.
description: To provide information on the number of mammal species present at a one-kilometer spatial resolution which can be used in modeling efforts, wildlife conservation planning, natural resource management, policy-making, biodiversity studies and human-environment interactions.
DOI: 10.15468/dl.j3ayxm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metapenaeus stebbingi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043233-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080839
title: Restricted Dataset to: Drivers of Biomass Yield and Climate Benefits in Short Rotation Forestry: A Semi-Quantitative Review of 80 Years of German Research

description: This dataset contains yield data from short rotation forestry (SRC) trials in Germany. It includes information on tree species, rotation lengths, planting density, and site characteristics. The dataset is restricted and access will be granted on request after the review process of the associated paper submission.
DOI: 10.15468/dl.u6jwpv
title: Occurrence Download

description: A dataset containing 61963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-79.06627021327634 43.095068914302985, -79.06963763361301 43.095966737548814, -79.0731794282501 43.096365749188905, -79.07675939268839 43.096250603276054, -79.08023985135365 43.0956257283493, -79.08348696355901 43.094515156707494, -79.08637588042662 43.09296159801168, -79.0887955525335 43.091024793252586, -79.09065300203712 43.0887792130583, -79.09187689441256 43.08631118969179, -79.0924202727505 43.08371559388855, -79.0922623506145 43.08109218507335, -79.09140929634032 43.078541775816745, -79.08989398084725 43.07616235820904, -79.08777470095835 43.074045340929295, -79.08513292933925 43.07227204118198, -79.08207017900408 43.07091056559544, -79.07870410357248 43.0700131990533, -79.07516398293474 43.06961440087235, -79.07158576673883 43.069729484502545, -79.0681068644049 43.07035403088681, -79.06486087968241 43.07146405774401, -79.06197248980023 43.0730169383515, -79.0595526639526 43.07495303495142, -79.05769440338771 43.07719798472648, -79.05646916610722 43.07966555138933, -79.05592411377012 43.08226093373348, -79.05608028766392 43.0848844048313, -79.05693178560692 43.08743514263037, -79.05844597361707 43.08981510502268, -79.06056472652037 43.091932800390715, -79.06320665188004 43.0937068082972, -79.06627021327634 43.095068914302985))",
 "Year is one of (2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 61963 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043192-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080838
title: Restricted Dataset to: Drivers of Biomass Yield and Climate Benefits in Short Rotation Forestry: A Semi-Quantitative Review of 80 Years of German Research

description: This dataset contains yield data from short rotation forestry (SRC) trials in Germany. It includes information on tree species, rotation lengths, planting density, and site characteristics. The dataset is restricted and access will be granted on request after the review process of the associated paper submission.
DOI: 10.15468/dl.th29uu
title: Occurrence Download

description: A dataset containing 86639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petasites albus"
 ]
}

 The dataset includes 86639 records from 492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043151-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjx6d5
title: Occurrence Download

description: A dataset containing 124208 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Ontario Museum - Mammalogy"
 ]
}

 The dataset includes 124208 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043207-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080658
title: Dataset for "Applicability of two CFD models and one mesoscale model for predicting urban heat island circulation"

description: This dataset contains processed simulation outputs and Python scripts from three models (PALM, WRF, and Fluent) used in the article “Applicability of two CFD models and one mesoscale model for predicting urban heat island circulation”.





PALM: whole-domain averaged fields (theta, u, w).




WRF: whole-domain averaged fields (theta, u, w,).




Fluent: slice-based outputs (velocity, temperature, pressure in xy, yz, and xz planes).




Python scripts   to reproduce figures and analyses.



Large raw outputs are not included due to size limits but are available from the authors upon request.
DOI: 10.5281/zenodo.17080659
title: Dataset for "Applicability of two CFD models and one mesoscale model for predicting urban heat island circulation"

description: This dataset contains processed simulation outputs and Python scripts from three models (PALM, WRF, and Fluent) used in the article “Applicability of two CFD models and one mesoscale model for predicting urban heat island circulation”.





PALM: whole-domain averaged fields (theta, u, w).




WRF: whole-domain averaged fields (theta, u, w,).




Fluent: slice-based outputs (velocity, temperature, pressure in xy, yz, and xz planes).




Python scripts   to reproduce figures and analyses.



Large raw outputs are not included due to size limits but are available from the authors upon request.
DOI: 10.7910/dvn/xetuhw
title: Gridded Species Distribution: Global Amphibian Richness Grids, 2015 Release

description: The 2015 Release of the Global Amphibian Richness Grids data set of the Gridded Species Distribution collection are aggregations of the presence grids data for the entire class, individual families, and International Union for the Conservation of Nature (IUCN) Red List status categories. The data are available in 30 arc-second (~1 km) resolutions. The grid cell values represent the number of species in a particular class, family or IUCN threatened category. The input vector layers are based on the IUCN Red List and the grids are compiled by the Columbia University Center for International Earth Science Information Network (CIESIN). The data from IUCN were downloaded in April 2013.
description: To provide information on the number of amphibian species present at a one-kilometer spatial resolution which can be used in modeling efforts, wildlife conservation planning, natural resource management, policy-making, biodiversity studies and human-environment interactions.
DOI: 10.15468/dl.bh7man
title: Occurrence Download

description: A dataset containing 4207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 4207 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043237-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17080879
title: Dogs tracking data Junin 2023
DOI: 10.5281/zenodo.17080910
title: A list of news domains

description: A list of news domains compiled from multiple existing sources. 

See https://github.com/yang3kc/list_of_news_domains for details.
DOI: 10.15468/dl.e9824u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lithogenes villosus)",
 "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 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043240-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/segper
title: Global Database of Light-based Geospatial Income Inequality (LGII) Measures, Version 1

description: The Global Database of Light-based Geospatial Income Inequality (LGII) Measures, Version 1 data set contains Gini-coefficients of inequality for 234 countries and territories from 1992 to 2013. The measurement unit is the Gini-Coefficient (Range: 0-1), with higher values representing higher inequality. These measures are constructed using worldwide geospatial satellite data on nighttime lights emission as a proxy for economic prosperity, matched with varying sources of data on geo-located population counts. The nighttime lights data were supplied by the National Oceanic and Atmospheric Administration (NOAA), National Centers for Environmental Information (NCEI), Earth Observation Group (EOG), and Operational Linescan System (OLS) instruments. The population data used consisted of CIESIN's Gridded Population of the World (GPW) collection, and the Oak Ridge National Laboratory (ORNL) LandScan (LSC) data set. The nighttime lights and population data were combined to produce an array of geospatially-informed Gini-coefficients, which were then weighted to optimize their correlation with a benchmark - specifically, the Standardized World Income Inequality Database (SWIID), to generate a parsimonious composite inequality metric.
description: To provide a database of inequality measures using satellite and population data at a global scale.
DOI: 10.15468/dl.au2rtr
title: Occurrence Download

description: A dataset containing 475515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes vulpes",
 "HasCoordinate is true",
 "Country is Spain"
 ]
}

 The dataset includes 475515 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043190-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbbbd8
title: Occurrence Download

description: A dataset containing 44780 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otospermophilus beecheyi"
 ]
}

 The dataset includes 44780 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043241-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5nvva
title: Occurrence Download

description: A dataset containing 1182267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-07-14",
 "EventDate is less than or equal to 2025-08-13",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1182267 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043211-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d66589
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043243-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17078459
title: Analogue Seismograms Scans For Khait Earthquake
DOI: 10.5281/zenodo.17078460
title: Analogue Seismograms Scans For Khait Earthquake
DOI: 10.7910/dvn/nkij0c
title: Global Gridded Geographically Based Economic Data (G-Econ), Version 4

description: The Global Gridded Geographically Based Economic Data (G-Econ), Version 4 contains derived one degree grid cells of Gross Domestic Product (GDP) data in Grid and ASCII formats for both Market Exchange Rate (MER) and Purchasing Power Parity (PPP) for the years 1990, 1995, 2000 and 2005. MER is the exchange rate between local and U.S. dollar currencies for a given time period established by the market. PPP is the exchange rate between a country's currency and U.S. dollars adjusted to reflect the actual cost in U.S. dollars of purchasing a standardized market basket of goods in that country using the country's currency. The original data from the G-Econ Project at Yale University is also available in tabular format and includes latitude and longitude geographic coordinates of the grid cells, area of grid cells, as well as country names, distance to coast, elevation, vegetation, population, precipitation and temperature.
description: To provide global gridded Gross Domestic Product (GDP) data in both Market Exchange Rate (MER) and Purchasing Power Parity (PPP) to be used for socioeconomic, environmental, climate, and other related research.
DOI: 10.15468/dl.e29ec3
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbena rigida",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 349 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043245-250827131500795/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.30080998
title: Library Automation and Digital Resilience at CUNY: A Case Study of York College Library During and After the Pandemic

description: This article, <i>Library Automation and Digital Resilience at CUNY: A Case Study of York College Library During and After the Pandemic</i>, examines how automation supported academic library services during COVID-19 and shaped sustainable post-pandemic practices. Using a mixed-methods design, the study integrates quantitative data (e-resource usage, virtual reference inquiries, cost savings) with qualitative insights (surveys and interviews) to evaluate York College Library’s response.Findings reveal a 200% surge in virtual reference inquiries and a 45% increase in e-resource use, demonstrating the library’s critical role as a digital hub during campus closures. Post-pandemic, hybrid service models, analytics-driven decision-making, and accessibility compliance emerged as best practices. Cost analyses showed notable efficiencies in labor, printing, and digital resource management.The study contributes to literature on digital transformation in higher education, highlighting opportunities, challenges, and long-term strategies for resilience. Recommendations include biannual IT training, AI-driven service enhancements, and CUNY-wide policy frameworks. The research offers scalable insights for librarians, MLS students, and higher education administrators navigating digital futures