cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18445562
title: Design And Implementation Of The G-80 Ai Pro: A 2026 Framework For Multi-Modal Embedded Intelligence
DOI: 10.7910/dvn/pebdof
title: Curricula of the Ministry of Education (2003–2011)

description: This dataset contains official curricula issued by the Ministry of Education in Israel between 2003 and 2011, focusing on subjects central to the debate over secular education in ultra-Orthodox schools. The documents, obtained from the Ministry’s Chief Executive Office, are not systematically archived online and were curated to provide a coherent collection. They offer primary evidence for analyzing religion–state relations, educational policy, and the dynamics of democratic governance under conditions of religious fundamentalism.
DOI: 10.15468/dl.tzqk2u
title: Occurrence Download

description: A dataset containing 5017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (May, June)",
 "OccurrenceStatus is Present",
 "TaxonKey is Luscinia megarhynchos",
 "Year 2021-2021"
 ]
}

 The dataset includes 5017 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003739-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/v1th00
title: Replication Data for: Mona Lisa is not smiling anymore: climate protests targeting artwork and their impact on public opinion

description: Since May 2022, activists in many countries have been protesting targeting artworks in famous museums and squares, capturing the attention of citizens, media, and authorities. This new wave of protests was not immune to criticism from bystanders, media and public institutions. Some governments issued legislation to specifically sanction climate activists who target cultural heritage. Hence, the question arises as to how exposure to such protests negatively affects citizens' attitudes and behaviors towards the environment. To address that question, this study relies on an original pre-registered survey experiment (n≈1,000), conducted in August-September 2024 in Italy, where the highest concentrations of such acts of protest was recorded. This paper examines whether exposure to climate protests targeting artwork negatively impacts public opinion levels of environmental concern, pro-environmental voting, and pro-environmental behavior. The results suggest that public opinion does not endorse climate protests targeting artwork, but exposure to it has no meaningful causal eﬀect on their stances on environmental protection.
description: This folder contains data and replication code for the analysis conducted in the article "Mona Lisa is not smiling anymore: climate protests targeting artwork and their impact on public opinion".
DOI: 10.15468/dl.pcc38c
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plumbago pulchella"
 ]
}

 The dataset includes 1476 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003740-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xjimqn
title: CAF3_structural_models

description: This dataset contains the structural models for results in the manuscript "Improving AlphaFold3 by Engineering MSA and Template Inputs"
DOI: 10.15468/dl.bk969m
title: Occurrence Download

description: A dataset containing 4417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ghana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anura"
 ]
}

 The dataset includes 4417 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003742-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e244799
title: Blessed Martins College of Nursing Sciences, Ohatekwe, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110)

description: Blessed Martins College of Nursing Sciences, Ohatekwe, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (08058556110) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar Year.{08058556110}
DOI: 10.15468/dl.km7pke
title: Occurrence Download

description: A dataset containing 58724545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Africa",
 "Geometry POLYGON((-5.64263 35.94656,-6.05023 36.01685,-21.09759 32.41849,-29.32711 14.92702,-13.37001 -4.58365,16.41299 -38.83948,39.72995 -34.76205,70.10078 -20.40604,53.11871 9.73393,55.09263 12.58753,53.2226 13.49841,50.98896 12.79024,44.39192 10.96032,38.53321 20.71075,34.45959 27.83501,34.97182 29.55052,34.06378 31.31699,34.13363 31.73377,26.17846 32.71702,21.42624 33.40539,19.19681 32.32125,12.27803 33.99112,11.63266 35.39002,11.04597 37.32698,7.9365 37.83841,3.59497 37.42023,-1.97861 35.96192,-3.93014 35.70929,-5.64263 35.94656))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EW, CR, EN, VU, NT, LC, DD, NE)",
 "OccurrenceStatus is Present",
 "Year 1900-2026"
 ]
}

 The dataset includes 58724545 records from 1979 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003735-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.uw6avoms
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2132 records)
DOI: 10.15468/dl.jj6cqw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3006 -16.7147,40.6365 -16.1504,35.9648 -16.1504,35.9648 -19.5556,36.0796 -19.4498,36.663 -19.2358,37.5966 -18.1093,38.5624 -17.638,39.3949 -17.5133,39.577 -17.186,40.3006 -16.7147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010403-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28845977.v1
title: Result of dark mode color

description: Explore users' perception of colors in different backgrounds and construct the mapping relationship of the subjective same color in different display modes.
DOI: 10.15468/dl.zrk3z9
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "TaxonKey is Woodsia mollis (Kaulf.) J.Sm."
 ]
}

 The dataset includes 199 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001798-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rezw3p
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (TWN, TWN.3_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrops candelaria (Linnaeus, 1758)"
 ]
}

 The dataset includes 166 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001799-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbanhv
title: Occurrence Download

description: A dataset containing 1898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela nigripes (Audubon & Bachman, 1851)"
 ]
}

 The dataset includes 1898 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001801-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370497
title: Anton Kulaga genome

description: I, Anton Kulaga, share my genome and other personal health data to this repository to be freely used by others for research.
DOI: 10.5281/zenodo.18370498
title: Anton Kulaga genome

description: I, Anton Kulaga, share my genome and other personal health data to this repository to be freely used by others for research.
DOI: 10.15468/dl.bamhy7
title: Occurrence Download

description: A dataset containing 2366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucrypta chrysanthemifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2366 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011309-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4hafb
title: Occurrence Download

description: A dataset containing 40277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 40277 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011310-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ahsqgq
title: Replication Data for: Visibility Projects and De-Privatization: A Case of China’s Urban Bus Sector

description: This article introduces the concept of visibility in infrastructure politics and public projects. I introduce what “visibility projects” are—distorted public projects aimed at increasing government officials’ visibility in politics and career prospects. These projects are highly costly and often compromise business interests because political visibility does not often translate into business profits. Using China’s urban bus sector as a case, I further show that when a sector is selected for visibility projects, government officials can seek financial contributions and operational changes from businesses in the sector, creating an uneven playing field between private companies and state-owned enterprises. Private companies, facing hard budget constraints, are more likely to resist visibility projects than state-owned firms, which can ultimately lead to de-privatization of a sector. I show these dynamics with a quantitative analysis based on an original dataset, a process-tracing case study, and in-depth interviews.
DOI: 10.15468/dl.uew9eh
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Megaptera novaeangliae",
 "Year 1990-2026"
 ]
}

 The dataset includes 389 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011311-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7fh2h
title: Occurrence Download

description: A dataset containing 191761 records in GBIF matching the query:
SELECT
 '431' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 41.89415215079384
 AND decimalLatitude &lt;= 46.479780028101516
 AND decimalLongitude &gt;= -94.41597137694312
 AND decimalLongitude &lt;= -83.91704653307544
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 191761 records were derived from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011303-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95v4b7
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Balaenoptera physalus",
 "Year 1990-2026"
 ]
}

 The dataset includes 116 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011312-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fyenr
title: Occurrence Download

description: A dataset containing 660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euploca filiformis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 660 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011313-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/kq8m-b396
title: Parkes observations for project P1183 semester 2025OCTS_17

description: After nearly three years of monitoring, comprising with the Parkes telescope and the FAST telescopes, FRB 20220529 is proven to be an extremely interesting repeater. It exhibits one of the longest activity durations and a potential ~200-day RM period. Due to frequent observations scheduled with both Parkes and FAST, an abrupt rotation measure (RM) flare has been observed in this source. This is the first detection of such an ``RM flare'' in a fast radio burst (FRB), suggesting that the source is in an environment with occasionally erupting coronal mass ejection. This presents a unique opportunity to study the eruption environment of FRBs and investigate the relation between burst activity and other burst parameters. If confirmed, the periodicity and the ``RM flare'' of FRB 20220529 would corroborate each other and become a ``smoking gun'' of the binary origin of FRB. In previous analysis, both Parkes and FAST observations have proven essential. While FAST's higher sensitivity has enabled the capture of many bursts, Parkes' wideband receiver has provided a good burst detection rate even during low-rate phases. Notably, during the RM flare, two high signal-to-noise ratio bursts from Parkes have been crucial in understanding the RM variations. To further investigate FRB 20220529, we have scheduled regular FAST observations every fortnight, monitoring the source for 20 minutes each time. Therefore, we also propose to monitor FRB 20220529 using the Parkes UWL receiver, ensuring high-time resolution and employing full-polarization observations.
DOI: 10.15468/dl.cwgthm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Balaenoptera musculus",
 "Year 1990-2026"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011314-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpmjve
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Physeter macrocephalus",
 "Year 1990-2026"
 ]
}

 The dataset includes 42 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011315-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.665rv7
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euploca mexicana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 189 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011316-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myz9de
title: Occurrence Download

description: A dataset containing 4003 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aenocyon dirus"
 ]
}

 The dataset includes 4003 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011317-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.583guy
title: Occurrence Download

description: A dataset containing 662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euploca tenella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 662 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011319-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybsrjs
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gastrocotyle hispida",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 55 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011320-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18370397
title: A Systematic Literature Review on the Use of Large Language Models for Optimization Algorithms

description: Context: Large language models (LLMs) are becoming popular in nearly every industry, with their problem-solving capabilities, ease of use, and interpretable results touted for complex optimization problems. However, LLMs used for optimization problems are prone to hallucinations and unstructured search techniques. Meanwhile, optimization algorithms (OA) have been used for such problems for years but are often designed for specific use cases and require domain expertise. This motivated a new combined field of LLM-modified OA.

Objective: Recent studies on LLM-modified OA reveal promising results in improving optimization algorithms’ capabilities but demonstrate poor standardization, use of metrics, and repeatability. 

Method: In this paper, we surveyed research published from January 2017 to November 2024 to uncover how researchers are using LLMs and optimization algorithms in combination and review the quality of LLM-OA research. Following an extensive manual filtering procedure and critical analysis process, we evaluated 41 relevant papers merging LLMs and optimization algorithms to answer five research questions. 

Results: Although, the majority (62.2\%) of studies use LLMs during the search process (in-the-loop), we also found an absence of repeatability measures, statistical validity tests, and accountability for LLM hallucination in LLM-OA research. Since \pct{29} of papers do not provide adequate statistical analysis and \pct{30} disregard hallucinations, we propose a standardized research methodology and highlight avenues for future research.

Conclusions: LLMs for OAs remain largely unexplored, presenting several research opportunities.
DOI: 10.15468/dl.sq4t98
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halgania anagalloides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 306 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011321-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u99xv2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Desmodus draculae"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011323-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sk4yqn
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliotropium messerschmidioides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 61 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011324-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.