cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7924/r4x35282r
title: Data and scripts from: Influence of Flash Droughts and High Fuel Prices on Recent Spikes in Grain Barge Rates on the Mississippi River

description: Data and scripts used to test the hypothesis  that  spikes in barge rates on the Mississippi River during the 2022, 2023 and 2024 corn and soybean harvest season were not just due to flash droughts at these times, but also higher fuel prices over the same period. The key data used were grain barge spot prices, river level stage, counts of grain barge unloads in New Orleans, LA, USA, and barge fuel costs as represented by the price of No. 2 diesel along the US Gulf Coast. The data were used to develop a dynamic regression model in which the barge spot prices are dependent on the stage of the lower Mississippi River, barge unloads, and the price of diesel. All data used were from US government agencies , were publically available on the internet, and downloaded from US federal government agency websites.
DOI: 10.15468/dl.z5dnt9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus sartorii Liebm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Mexico",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2015"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048987-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rtgydk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Iolana gigantea (Grumm-Grshimailo, 1885)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048989-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpwf9v
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psittacus erithacus Linnaeus, 1758",
 "HasCoordinate is true",
 "Geometry POLYGON((2.676932 4.272244, 14.678014 4.272244, 14.678014 13.865923, 2.676932 13.865923, 2.676932 4.272244))"
 ]
}

 The dataset includes 525 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048988-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5ktxe
title: Occurrence Download

description: A dataset containing 142363 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SDNHM Paleontology Collection"
 ]
}

 The dataset includes 142363 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048984-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xuwrx
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.49887 43.63272,11.91149 43.61047,11.95801 44.01297,11.59191 44.02915,11.49887 43.63272))",
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)",
 "Year 2017-2024"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048990-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qpg8j
title: Occurrence Download

description: A dataset containing 653 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (eac88d99-9f6c-4031-8fc4-8088f0e0dfe7)",
 "TaxonKey is one of (Sturnira Gray, 1842)",
 "CollectionCode is one of (ICN-MNH)"
 ]
 }
 ]
}

 The dataset includes 653 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048992-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj4f65
title: Occurrence Download

description: A dataset containing 1825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hancornia speciosa Gomes",
 "Year 1970-2025"
 ]
}

 The dataset includes 1825 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048991-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7y66n
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Phengaris atroguttata (Oberthür, 1876)"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048993-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15556484
title: AgriPotential dataset

description: This is the official page for AgriPotential, a publicly available benchmark dataset designed for assessing agricultural potentials using remote sensing data. It integrates 11  Sentinel-2 satellite images from 2019 across 10 spectral bands, covering agricultural regions in the Hérault Department, Southern France. The dataset includes pixel-wise labels representing agricultural potential levels (from Very Low to Very High) across three crop types: viticulture, market gardening, and field crops. Ground truth annotations are derived from the BD Sol - GDPA database and validated by domain experts. The dataset is stored in HDF5 format and supports a range of machine learning tasks, including ordinal classification, regression, segmentation, and spatio-temporal modeling.

This dataset facilitates scalable, data-driven solutions for land suitability analysis, agricultural planning, and sustainable resource management.

On this page you will find a PDF with supplmentary results for the paper.

A tutorial GitHub is also available: https://github.com/MohammadElSakka/agripotential-dataset 

Raw data that was used to make this dataset can be found here (there isn't much to do there apart from downloading it): https://zenodo.org/records/15551802
DOI: 10.15468/dl.28t8hk
title: Occurrence Download

description: A dataset containing 16655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ilex vomitoria Aiton",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 16655 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048994-250525065834625/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/12185620
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wa7zzj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus sartorii Liebm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-87.626915 14.923554, -86.912025 14.923554, -86.912025 15.411319, -87.626915 15.411319, -87.626915 14.923554))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048996-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bv38ab
title: Occurrence Download

description: A dataset containing 2485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Euchrysops cnejus (Fabricius, 1798)"
 ]
}

 The dataset includes 2485 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048997-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10696562
title: Generative artificial intelligence predicts human performance

description: Research data for a study that used generative artificial intelligence (i.e., ChatGPT with the GPT-4 and the Google Gemini 2.0 Flash models) to predict human performance in a language-based memory task. In particular, we studied the effects of context on the relatedness and memorability of garden-path sentences.
DOI: 10.5281/zenodo.15676060
title: Generative artificial intelligence predicts human performance

description: Research data for a study that used generative artificial intelligence (i.e., ChatGPT with the GPT-4 and the Google Gemini 2.0 Flash models) to predict human performance in a language-based memory task. In particular, we studied the effects of context on the relatedness and memorability of garden-path sentences.
DOI: 10.6084/m9.figshare.29329484
title: Dataset CHSH and correlation curve tests

description: This study is an investigation of the interaction between entangled photons and various gas species to assess their relevance for hollow core fiber-based quantum communication. Using a type-I SPDC setup, polarization-entangled photon pairs were generated and analyzed within a vacuum/gas cell system. The system demonstrated statistically significant non-classical correlations, with negligible signal attenuation differences across most gas configurations, except for Neon which consistently showed lower correlation values.
DOI: 10.6084/m9.figshare.29329484.v1
title: Dataset CHSH and correlation curve tests

description: This study is an investigation of the interaction between entangled photons and various gas species to assess their relevance for hollow core fiber-based quantum communication. Using a type-I SPDC setup, polarization-entangled photon pairs were generated and analyzed within a vacuum/gas cell system. The system demonstrated statistically significant non-classical correlations, with negligible signal attenuation differences across most gas configurations, except for Neon which consistently showed lower correlation values.
DOI: 10.7266/n7-wa5p-jk51
title: Ship mounted ADCP data collected during the Submesoscale Processes and Lagrangian Analysis on the Shelf (SPLASH) experiment in the Louisiana Bight on 2017-05-02
DOI: 10.25934/pr00010938
title: Surveillance of global clinical isolates of Acinetobacter baumannii-calcoaceticus complex collected from 2016-2021

description: Measure the in vitro activity of sulbactam-durlobactam and 9 comparator agents against global clinical isolates of Acinetobacter baumannii-calcoaceticus complex collected from 2016 to 2021
description: All isolates were cultured from patients receiving care in hospital and were limited to one isolate per infected patient. The genus and species of all isolates were confirmed using matrix-assisted laser desorption ionization�time of flight mass spectrometry (MALDI-TOF).  5,032 ABC isolates were collected by clinical laboratories in 264 medical centers in 33 countries across five global regions (Europe, 42.2% of all isolates tested; North America [United States], 29.9%; Asia/South Pacific, 13.6%; Latin America, 12.6%; Middle East [Israel], 1.7%) from 2016 to 2021. 
Broth microdilution was used to determine in vitro susceptibility to sulbactam-durlobactam, sulbactam, amikacin, cefepime, ciprofloxacin, colistin, imipenem, meropenem, minocycline, and tigecycline. 
The percentages of all isolates tested by year were 16.8% from 2016, 16.4% from 2017, 18.4% from 2018, 17.1% from 2019, 15.8% from 2020, and 15.5% from 2021. Isolates tested were limited to one isolate per patient and were primarily from five common infection sources: lower respiratory (54.3% of all isolates tested), bloodstream (20.2%), urinary tract (16.5%), skin and soft tissue (4.5%), and intraabdominal (4.3%). To be consistent with clinical experience, 80.2% of the isolates in the survey were A. baumannii, followed by 12.7% A. pittii, 5.9% A. nosocomialis, and 1.1% A. calcoaceticus.
DOI: 10.5281/zenodo.15675963
title: Rapid evolutionary response to salinity fluctuations in a coastal Daphnia population

description: Data and R code associated with the article "Rapid evolutionary response to salinity fluctuations in a coastal Daphnia population" published in The American Naturalist.
DOI: 10.5281/zenodo.15675964
title: Rapid evolutionary response to salinity fluctuations in a coastal Daphnia population

description: Data and R code associated with the article "Rapid evolutionary response to salinity fluctuations in a coastal Daphnia population" published in The American Naturalist.
DOI: 10.15468/dl.dymfg4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus sartorii Liebm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Mexico",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1990"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048999-250525065834625/datasets/export for details.
DOI: 10.2908/tgs00003
title: Regionales Bruttoinlandsprodukt nach NUTS-2-Region
title: Produit intérieur brut régional par région NUTS 2
title: Regional gross domestic product by NUTS 2 region

description: BIP (Bruttoinlandsprodukt; d. h. der Gesamtwert der produzierten Waren und Dienstleistungen abzüglich des Werts der Waren und Dienstleistungen, die bei ihrer Produktion als Vorleistungen verwendet werden) nach NUTS-2-Region. Ausgedrückt in Millionen Euro und in Millionen Kaufkraftstandards (KKS).
description: PIB (produit intérieur brut ; c'est-à-dire la valeur totale de tous les biens et services produits diminué de la valeur des biens et services utilisés dans la consommation intermédiaire pour leur production), par région NUTS 2. Exprimé en millions d'euros et en millions de standards de pouvoir d'achat (SPA).
description: GDP (gross domestic product; i.e. the total value of all goods and services produced less the value of goods and services used for intermediate consumption in their production), by NUTS 2 region. Expressed in million euro and million purchasing power standards (PPS).
DOI: 10.2908/tgs00004
title: Produit intérieur brut régional (Mio. SPA), par région NUTS 2
title: Regional gross domestic product (million PPS) by NUTS 2 region
title: Regionales Bruttoinlandsprodukt (Mio. KKS), nach NUTS-2-Region

description: Das BIP (Bruttoinlandsprodukt) ist ein Indikator für die Produktionstätigkeit eines Landes oder einer Region. Es entspricht dem Gesamtwert der produzierten Waren und Dienstleistungen abzüglich des Werts der Waren und Dienstleistungen, die bei ihrer Produktion als Vorleistungen verwendet werden. Wird das BIP in KKS (Kaufkraftstandards) ausgedrückt, so werden die Unterschiede der Preisniveaus zwischen den Ländern ausgeschaltet. Berechnungen auf Basis je Einwohner ermöglichen der Vergleich von Volkswirtschaften und Regionen von erheblich unterschiedlicher absoluter Größe. Das regionale BIP je Einwohner in KKS ist die zentrale Variable zur Festlegung der Förderfähigkeit der NUTS Ebene 2 Regionen im Rahmen der Strukturpolitik der Europäischen Union.
description: GDP (gross domestic product) is an indicator of the output of a country or a region. It reflects the total value of all goods and services produced less the value of goods and services used for intermediate consumption in their production. Expressing GDP in PPS (purchasing power standards) eliminates differences in price levels between countries. Calculations on a per inhabitant basis allow for the comparison of economies and regions significantly different in absolute size. GDP per inhabitant in PPS is the key variable for determining the eligibility of NUTS 2 regions in the framework of the European Union's structural policy.
description: Le PIB (produit intérieur brut) est un indicateur de la production d'un pays ou d'une région. Il reflète la valeur totale de tous les biens et services produits, diminué de la valeur des biens et services utilisés dans la consommation intermédiaire pour leur production. En exprimant le PIB en SPA (standards de pouvoir d'achat), on élimine les différences de niveaux de prix entre les pays. Les calculs par habitant permettent de comparer des économies et des régions présentant d'importantes différences en taille absolue. Le PIB régional par habitant en SPA est la variable principale pour déterminer si les régions du niveau NUTS 2 sont susceptibles de bénificier d'une aide dans la cadre de la politique structurelle de l'Union Européenne.
DOI: 10.15468/dl.78yxf3
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrhybopsis meeki (Jordan & Evermann, 1896)"
 ]
}

 The dataset includes 881 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049003-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39qu7k
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrhybopsis tetranema (Gilbert, 1886)"
 ]
}

 The dataset includes 342 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049001-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gybrb
title: Occurrence Download

description: A dataset containing 1117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Potamochoerus porcus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1117 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049002-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njscj5
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Myanmar, Nepal, Bhutan, Bangladesh, Pakistan, Afghanistan)",
 "TaxonKey is Polyommatus icadius (Grum-Grshimailo, 1890)"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049005-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veh3eb
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrhybopsis marconis (Jordan & Gilbert, 1886)"
 ]
}

 The dataset includes 513 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049004-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuamsu
title: Occurrence Download

description: A dataset containing 6018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aglaonema nitidum (Jack) Kunth, Ambystoma mavortium Baird, 1850)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 6018 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049006-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c53hys
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcebus berthae Rasoloarison, Goodman & Ganzhorn, 2000"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049007-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a55zv
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Thailand, Viet Nam, Malaysia, Lao People’s Democratic Republic, Myanmar, Cambodia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cycadaceae"
 ]
}

 The dataset includes 602 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049008-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15676021
title: Datasets for Floral height influences the abundance and species richness of insect visitors

description: The csv files contain all data used in the manuscript "Floral height influences the abundance and species richness of insect visitors."
DOI: 10.5281/zenodo.15676022
title: Datasets for Floral height influences the abundance and species richness of insect visitors

description: The csv files contain all data used in the manuscript "Floral height influences the abundance and species richness of insect visitors."
DOI: 10.15468/dl.ynjtjz
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Svastra aegis (LaBerge, 1956)"
 ]
}

 The dataset includes 187 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049009-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctwj4r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasalis larvatus (van Wurmb, 1787)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Malaysia",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1990"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049010-250525065834625/datasets/export for details.