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

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.2910676999999993 42.6501264999999989, -83.2910676999999993 42.6512958900000001, -83.2910676999999993 42.6526323399999967, -83.2910676999999993 42.6537182000000001, -83.2910676999999993 42.6550546499999967, -83.2910676999999993 42.6568922700000002, -83.2910676999999993 42.6584793000000033, -83.2898990599999962 42.6584793000000033, -83.2883965999999987 42.6584793000000033, -83.2861429099999953 42.6584793000000033, -83.2835553400000066 42.6584793000000033, -83.2814685799999950 42.6584793000000033, -83.2802165300000041 42.6584793000000033, -83.2788810100000063 42.6584793000000033, -83.2773785499999946 42.6584793000000033, -83.2751248000000004 42.6584793000000033, -83.2751248000000004 42.6573099100000022, -83.2751248000000004 42.6553887600000010, -83.2751248000000004 42.6540523199999981, -83.2751248000000004 42.6523817599999973, -83.2751248000000004 42.6514629500000026, -83.2751248000000004 42.6501264999999989, -83.2767107899999957 42.6501264999999989, -83.2790479500000060 42.6501264999999989, -83.2807173500000033 42.6501264999999989, -83.2830545099999995 42.6501264999999989, -83.2846404499999977 42.6501264999999989, -83.2856420899999961 42.6501264999999989, -83.2872280200000006 42.6501264999999989, -83.2887304799999981 42.6501264999999989, -83.2910676999999993 42.6501264999999989))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103035-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-81762
title: Pentecost, nos. 3-6, Mar.-Dec. 1948

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.m84ybp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calotes desilvai Bahir & Maduwage, 2005)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028794-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-82641
title: Pentecost, nos. 7-10, Mar.-Dec. 1949

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.tmdfe7
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicoides areolatus Hale, 1946"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117166-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjbpkd
title: Occurrence Download

description: A dataset containing 137684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Observation, Living Specimen, Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heracleum mantegazzianum Sommier & Levier"
 ]
}

 The dataset includes 137684 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028756-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-81769
title: Pentecost, nos. 3-6, Mar.-Dec. 1948

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.25549/pcra-c14-135396
title: Fountain Trust Gospel & Spirit, 1977

description: [description english/roman)] A joint statement prepared and agreed by a group nominated by the Fountain Trust and the Church of England Evangelical Council [12 pages]. An examination of attitudes held by both charismatic and non-charismatic leaders of Anglican Evangelicalism to explore charismatic beliefs and practices in the light of Biblical teaching with the aim of producing greater unity, understanding and trust. Subjects include spiritual gifts, Baptism in the Spirit; Initial evidence, apostleship, exorcism.
DOI: 10.25549/pcra-c14-81851
title: Pentecost, nos. 15-18, Mar.-Dec. 1951

description: [description english/roman)] Issued quarterly in March, June, Sept. & Dec. "A review of world-wide pentecostal missionary and revival news" -- subtitle from cover. "A quarterly review of world-wide pentecostal activity" -- subtitle from masthead.
DOI: 10.15468/dl.ws8ydw
title: Occurrence Download

description: A dataset containing 64006491 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Africa"
 ]
}

 The dataset includes 64006491 records from 6237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059477-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/31x6-6h65
title: Parkes observations for project P1328 semester 2025APRS_16

description: Fast radio bursts are peculiar micro-millisecond duration transients, which have been seen to be extragalactic in origin. Since their discovery, a dichotomy has emerged in their population. Some FRBs have been seen to be repeating, while others have not been seen to be repeating. The repeating FRBs, such as FRB 20180301A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. Additionally, FRB 20180301A has been seen to have interesting polarisation properties, such as a switch in the sign of RM, indicating a reversal in the magnetic field and a marked reduction in the linear polarisation fraction towards lower frequencies (depolarisation). The previous Parkes/Murriyang source follow-up has also revealed a temporal evolution in the dispersion measure (DM) of the source and tentative evidence for correlation in the DM and rotation measure (RM). The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the wideband spectro-temporal and polarimetric behaviour of the source. We propose regular monitoring of FRB 20180301A using UWL to model the magnetic field evolution, study its circumburst media using depolarisation behaviour, and constrain any correlation of DM and RM.
DOI: 10.15468/dl.jquadb
title: Occurrence Download

description: A dataset containing 2093 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium porrifolium"
 ]
}

 The dataset includes 2093 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044010-250827131500795/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.30081982
title: Hallucination by Design: The Hidden Incentives of AI

description: Hallucination by Design: The Hidden Incentives of AI investigates the structural roots and systemic persistence of hallucinations in generative artificial intelligence. Moving beyond anecdotal accounts such as Mata v. Avianca (2023), where lawyers relied on fabricated precedents produced by ChatGPT, this paper reframes hallucination as an inevitable statistical consequence of language model training and evaluation. Drawing on the theoretical framework proposed by Kalai, Nachum, and Zhang in their seminal 2025 paper Why Language Models Hallucinate, the analysis demonstrates that generative error is not a mysterious anomaly but a mathematically predictable outcome of epistemic uncertainty, data sparsity, and inadequate modeling. More crucially, it argues that the persistence of hallucinations is reinforced by sociotechnical incentives: benchmark regimes that penalize abstention and reward confident guessing, effectively training models to behave like “test-taking students” who never leave a question blank. Technical mitigations such as Retrieval-Augmented Generation (RAG) alleviate but do not resolve this incentive misalignment. The study concludes that trustworthy AI will not emerge spontaneously from larger models, but must be engineered through new evaluation paradigms, regulatory frameworks, and ethical commitments that reward epistemic humility and veracity. For law, medicine, and other high-stakes domains, this shift reframes hallucination from a computational defect into a matter of professional responsibility, demanding a cultural, legal, and philosophical reorientation toward integrity rather than mere performance.<br>
DOI: 10.6084/m9.figshare.30081982.v1
title: Hallucination by Design: The Hidden Incentives of AI

description: Hallucination by Design: The Hidden Incentives of AI investigates the structural roots and systemic persistence of hallucinations in generative artificial intelligence. Moving beyond anecdotal accounts such as Mata v. Avianca (2023), where lawyers relied on fabricated precedents produced by ChatGPT, this paper reframes hallucination as an inevitable statistical consequence of language model training and evaluation. Drawing on the theoretical framework proposed by Kalai, Nachum, and Zhang in their seminal 2025 paper Why Language Models Hallucinate, the analysis demonstrates that generative error is not a mysterious anomaly but a mathematically predictable outcome of epistemic uncertainty, data sparsity, and inadequate modeling. More crucially, it argues that the persistence of hallucinations is reinforced by sociotechnical incentives: benchmark regimes that penalize abstention and reward confident guessing, effectively training models to behave like “test-taking students” who never leave a question blank. Technical mitigations such as Retrieval-Augmented Generation (RAG) alleviate but do not resolve this incentive misalignment. The study concludes that trustworthy AI will not emerge spontaneously from larger models, but must be engineered through new evaluation paradigms, regulatory frameworks, and ethical commitments that reward epistemic humility and veracity. For law, medicine, and other high-stakes domains, this shift reframes hallucination from a computational defect into a matter of professional responsibility, demanding a cultural, legal, and philosophical reorientation toward integrity rather than mere performance.<br>
DOI: 10.15468/dl.h372qa
title: Occurrence Download

description: A dataset containing 4310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium scabrum"
 ]
}

 The dataset includes 4310 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044011-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg74ar
title: Occurrence Download

description: A dataset containing 1693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuscuta australis",
 "Year 1970-2020"
 ]
}

 The dataset includes 1693 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044013-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be3x8u
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cuscuta reflexa",
 "Year 1970-2020"
 ]
}

 The dataset includes 129 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044014-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.854993
title: Plant height along the plant diversity gradient in the Jena Experiment (Main Experiment, year 2002)

description: This data set contains measurements of plant height: vegetative height (non-flowering indviduals) and regenerative height (flowering individuals) in 2002 from the Main Experiment plots of a large grassland biodiversity experiment (the Jena Experiment; see further details below). In the Main Experiment, 82 grassland plots of 20 x 20 m were established from a pool of 60 species belonging to four functional groups (grasses, legumes, tall and small herbs). In May 2002, varying numbers of plant species from this species pool were sown into the plots to create a gradient of plant species richness (1, 2, 4, 8, 16 and 60 species) and functional richness (1, 2, 3, 4 functional groups). Plots were maintained by bi-annual weeding and mowing. In 2002, plant height was recorded twice a year: in late June and just before biomass harvest during peak standing biomass in late August. For 3 target plant individuals (if present) per sown species from the central area of the plots, vegetative height (non-flowering indviduals) and regenerative height (flowering individuals) were measured as stretched height. Provided are the indivdiual measurements and the mean over the measured plants per plot (in June) and the mean over the measured plants per plot (in August).
description: There are two types of missing values contained in the dataset. Empty cells represent missing values that result from the design of the experiment when the respective value does not occur and could thus not be measured. For example, in the case of species-specific biomass cells are left blank, when the species was not sown into the respective plot. Missing values that resulted from methodological problems, sampling errors, or lost samples/data are marked with "-9999".This datasets is part of a collection of measurements of plant height in the Jena Experiment. Similar data from other experiments (e.g. Main Experiment, Dominance Experiment; see details above), other years, or other methods quantifying related data might be available (doi:10.1594/PANGAEA.855002).
DOI: 10.1594/pangaea.854367
title: Mineral nitrogen from KCl extractions of soil from the Jena Experiment (Main Experiment up to 30cm depth, year 2004)

description: As an estimate of plant‐available N, this data set contains measurements of inorganic nitrogen (NO3‐N and NH4‐N, the sum of which is termed mineral N or Nmin) determined by extraction with 1 M KCl solution of soil samples from the main experiment plots of a large grassland biodiversity experiment (the Jena Experiment; see further details below). In the main experiment, 82 grassland plots of 20 x 20 m were established from a pool of 60 species belonging to four functional groups (grasses, legumes, tall and small herbs). In May 2002, varying numbers of plant species from this species pool were sown into the plots to create a gradient of plant species richness (1, 2, 4, 8, 16 and 60 species) and functional richness (1, 2, 3, 4 functional groups). Plots were maintained by bi-annual weeding and mowing. Soil sampling and analysis: Five soil cores (diameter 0.01 m) were taken at a depth of 0 to 0.15 m and 0.15 to 0.3 m of the mineral soil from each of the experimental plots in March and October 2004. Samples of the soil cores per plot were pooled during each sampling campaign. NO3‐N and NH4‐N concentrations were determined by extraction of soil samples with 1 M KCl solution and were measured in the soil extract with a Continuous Flow Analyzer (CFA, Skalar, Breda, Netherlands).
description: In addition to measurements of mineral nitrogen from KCl-extractions of soil samples, measurements of total nitrogen determined from dried soil samples and measurements of dissolved nitrogen in soil solution are available.This datasets is part of a time series of soil nitrogen measurements in the Main Experiment since 2002 (doi:10.1594/PANGAEA.854372).
DOI: 10.1594/pangaea.76039
title: Plankton biomass of mocness net M44/4_D-MOC229
DOI: 10.1594/pangaea.865131
title: Soil temperature along a plant diversity gradient in the Jena Experiment (Main Experiment, 2006)

description: Soil temperature (in °C) was determined using a PT100 resistance thermometer that was inserted 5 cm into the ground. Soil temperature was recorded every hour of the day during July 2006. The average of five monthly measurements of soil temperature was calculated. All data where measured in the main experiment plots of a large grassland biodiversity experiment (the Jena Experiment; see further details below). In the main experiment, 82 grassland plots of 20 x 20 m were established from a pool of 60 species belonging to four functional groups (grasses, legumes, tall and small herbs). In May 2002, varying numbers of plant species from this species pool were sown in the plots to create a gradient of plant species richness (1, 2, 4, 8, 16 and 60 species) and functional richness (1, 2, 3, or 4 functional groups). Plots were maintained by bi-annual weeding and mowing.
description: This dataset is part of a collection of measurements on environmental conditions at the field site of the Jena Experiment. Data for other abiotic measurements, from other experiments (e.g. Main Experiment, Dominance Experiment; see details above), other years, or other methods quantifying related data might be available (doi:10.1594/PANGAEA.865134).
DOI: 10.1594/pangaea.865133
title: Soil temperature along a plant diversity gradient in the Jena Experiment (Main Experiment, 2013)

description: Soil temperature (in °C) was determined using a frequency domain sensor probe (WET-2 Sensor, Delta-T Devices, Cambridge, United Kingdom) on 1st August 2013. The device was inserted from the top 6 cm deep (length of the prongs) into the soil. The average of three measurements on the same day was calculated. All data where measured in the main experiment plots of a large grassland biodiversity experiment (the Jena Experiment; see further details below). In the main experiment, 82 grassland plots of 20 x 20 m were established from a pool of 60 species belonging to four functional groups (grasses, legumes, tall and small herbs). In May 2002, varying numbers of plant species from this species pool were sown in the plots to create a gradient of plant species richness (1, 2, 4, 8, 16 and 60 species) and functional richness (1, 2, 3, or 4 functional groups). Plots were maintained by bi-annual weeding and mowing.
description: This dataset is part of a collection of measurements on environmental conditions at the field site of the Jena Experiment. Data for other abiotic measurements, from other experiments (e.g. Main Experiment, Dominance Experiment; see details above), other years, or other methods quantifying related data might be available (doi:10.1594/PANGAEA.865134).
DOI: 10.5281/zenodo.17082159
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909b 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 MS250909b Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17082160
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909b 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 MS250909b Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.ks6urr
title: Occurrence Download

description: A dataset containing 661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Decalobanthus peltatus",
 "Year 1970-2020"
 ]
}

 The dataset includes 661 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044015-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.685592
title: (Appendix B1) Diversity and acculmulation rates of radiolarian faunas across the Oligocene/Miocene boundary in ODP Hole 199-1218A in the equatorial Pacific
DOI: 10.1594/pangaea.745273
title: Seston properties for multinet station L2-04

description: Data acquired during the ORCAS project (Ocean Reef Coupling in the Andaman Sea) in cooperation with the Phuket Marine Biological Center, Thailand, funded by NRCT-DFG
DOI: 10.1594/pangaea.82460
title: Makrozooplankton at ALOHA Station during cruise HOT-118

description: Nets are towed obliquely at approx. 1 knot, from the surface to approx. 175 m. Towing time is approx. 20 minutes. Zooplankton (weak swimmers &gt;200µm) are collected using oblique tows of a 1 m**2 net (3m length) with 202µm mesh Nitex netting.
DOI: 10.1594/pangaea.955057
title: Mesocosm experiment with salt marsh vegetation from the low marsh dominated by Elymus athericus and pioneer zone dominated by Spartina anglica

description: The data originates from a mesocosm experiment with salt marsh plants from the Wadden Sea (Hamburger Hallig: 54°36 06N, 8°49'08E), investigating the impact of increased temperature and CO₂ on salt marsh vegetation. The investigation was conducted over 100days from May to August 2021 using 12 largescale mesocosms (1900L) in a full factorial design with an enhancement of temperature to +3C above ambient temperature and CO2 enrichment of 800ppm. The ambient water temperature was identical to the temperature of the coastal water pumped into mesocosms ranging from 11-22°C over the 100 days of incubation. In the increased temperature treatments, the temperature was kept at 3°C above the ambient temperature, regulated via a system of heaters and coolers. In the ambient CO₂ treatments, atmospheric air was pumped into the systems and reached an air concentration of 380ppm, whereas in the enriched CO2 treatment, atmospheric air was enriched with CO₂ to a concentration of 800ppm and pumped into the systems. CO2 measured in the mesocosms air compartment was 50-150ppm above the ambient concentration, as some CO2 was lost to water and vegetation.
DOI: 10.1594/pangaea.396029
title: Zooplankton biomass at Seine Seamount of MOCNESS net tow station POS309_17

description: Samples L3, R3 were taken 20 m above ground. Sample R9 was taken 10 m above ground and Depth, water was calculated between event depth (elevation) and depth above ground.