cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0156802.10fu
title: SH0156802.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.ug6pkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptosomiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 0,60 0,60 30,30 30,30 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064945-250920141307145/datasets/export for details.
DOI: 10.15468/dl.3gydmj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptosomiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 0,30 0,30 30,0 30,0 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064943-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.18498411
title: SPOKEN DISCOURSE: A LINGUISTIC AND PEDAGOGICAL ANALYSIS

description: This article examines spoken discourse as a fundamental mode of human communication, exploring its distinctive linguistic features, pragmatic dimensions, and pedagogical significance. Through analyzing conversation patterns, discourse markers, turn-taking mechanisms, and prosodic elements, this study demonstrates how spoken discourse differs from written language and operates through systematic organizational principles. The findings highlight the importance of incorporating spoken discourse analysis into language teaching to develop learners' authentic communicative competence. This research contributes to understanding language as an interactive social phenomenon and provides practical implications for effective pedagogy.
DOI: 10.15468/dl.jgjxbh
title: Occurrence Download

description: A dataset containing 1225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Switzerland",
 "DatasetKey is Swiss National Databank of Vascular Plants",
 "OccurrenceStatus is Present",
 "PublishingOrg is 64ee55c9-570a-42af-b7da-3f13c6b4e5a9",
 "TaxonKey is Tracheophyta",
 "Year 2026-2026"
 ]
}

 The dataset includes 1225 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014517-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18326068
title: Source Data - Hybrid antiferroelectric–ferroelectric domain walls in noncollinear antipolar oxides
DOI: 10.15468/dl.j4zv52
title: Occurrence Download

description: A dataset containing 29526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Convolvulus arvensis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 29526 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014521-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zyrgt
title: Occurrence Download

description: A dataset listing the 410 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-117.421875 31.952162, -91.933594 -6.315299, -81.386719 -6.315299, -76.113281 7.710992, -82.089844 8.581021, -87.011719 13.581921, -104.238281 20.303418, -112.5 32.249974, -117.421875 31.952162))",
 "TaxonKey is one of (Myxini, Petromyzonti, Elasmobranchii, Holocephali)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 410 records were derived from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014489-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5dwye6
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma velasci"
 ]
}

 The dataset's 3 records were derived from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014482-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cngmdt
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Letestudoxa bella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 116 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014522-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1339sxq
title: Luminescence, charcoal abundance, and radiocarbon data for: Geochronologic data reveal late Pleistocene to Holocene debris-flow history and wildfire association within Whiskeytown National Recreation Area, Klamath Mountains, northern California

description: This report summarizes the dating results from sedimentary deposits sampled by the National Park Service and the U.S. Geological Survey and analyzed at the USGS Luminescence Geochronology Laboratory. Within this report, we detail the luminescence measurement, equivalent dose determination, and dating-related calculations. We recommend that this report be included as the supplementary material for any publication (s) that use the ages within this report.
DOI: 10.5517/ccdc.csd.cc11tmn4
title: CCDC 977946: Experimental Crystal Structure Determination

description: Related Article: Iravatham Rama, Singaravel Nathiya, Murugesan Panneerselvam, Annamalai Subashini, Luciano T. Costa, Gothandam Jeeva, Shanmugam Achiraman, Kumar Dhinesh|2024|Appl.Organomet.Chem.|38|e7737|doi:10.1002/aoc.7737
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc12m922
title: CCDC 1001643: Experimental Crystal Structure Determination

description: Related Article: Iravatham Rama, Singaravel Nathiya, Murugesan Panneerselvam, Annamalai Subashini, Luciano T. Costa, Gothandam Jeeva, Shanmugam Achiraman, Kumar Dhinesh|2024|Appl.Organomet.Chem.|38|e7737|doi:10.1002/aoc.7737
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fxn89
title: CCDC 2261861: Experimental Crystal Structure Determination

description: Related Article: Ying-Ying Xue, Jiao Lei, Hong-Juan Lv, Pan Liang, Lianqing Li, Quan-Guo Zhai|2024|Small|20|2311555|doi:10.1002/smll.202311555
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fxn9b
title: CCDC 2261862: Experimental Crystal Structure Determination

description: Related Article: Ying-Ying Xue, Jiao Lei, Hong-Juan Lv, Pan Liang, Lianqing Li, Quan-Guo Zhai|2024|Small|20|2311555|doi:10.1002/smll.202311555
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2h4t3l
title: CCDC 2298529: Experimental Crystal Structure Determination

description: Related Article: Anuvasita Parikh, Parmeshthi Parikh, Vimal Kumar Madduluri, Ajay K. Sah|2025|Chem.Asian J.|20|e202401336|doi:10.1002/asia.202401336
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2km8gy
title: CCDC 2372010: Experimental Crystal Structure Determination

description: Related Article: Xiaoxiao Liang, Shiyuan Liu, Long Deng, Weiqi Liu, Yanbin Jiang|2025|Int.J.Pharm.|670|125145|doi:10.1016/j.ijpharm.2024.125145
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2km8dw
title: CCDC 2372008: Experimental Crystal Structure Determination

description: Related Article: Xiaoxiao Liang, Shiyuan Liu, Long Deng, Weiqi Liu, Yanbin Jiang|2025|Int.J.Pharm.|670|125145|doi:10.1016/j.ijpharm.2024.125145
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2km8hz
title: CCDC 2372011: Experimental Crystal Structure Determination

description: Related Article: Xiaoxiao Liang, Shiyuan Liu, Long Deng, Weiqi Liu, Yanbin Jiang|2025|Int.J.Pharm.|670|125145|doi:10.1016/j.ijpharm.2024.125145
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kps13
title: CCDC 2374415: Experimental Crystal Structure Determination

description: Related Article: Anuvasita Parikh, Parmeshthi Parikh, Vimal Kumar Madduluri, Ajay K. Sah|2025|Chem.Asian J.|20|e202401336|doi:10.1002/asia.202401336
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pgw9c
title: CCDC 2486953: Experimental Crystal Structure Determination

description: Related Article: Hua-Tian Shi, Weibin Yu, Ai-Quan Jia, Xianwen Wei|2026|Transition Met.Chem.|51|15|doi:10.1007/s11243-025-00688-w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pgwbd
title: CCDC 2486954: Experimental Crystal Structure Determination

description: Related Article: Hua-Tian Shi, Weibin Yu, Ai-Quan Jia, Xianwen Wei|2026|Transition Met.Chem.|51|15|doi:10.1007/s11243-025-00688-w
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xa8w9a
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.94371 19.46268,-96.94339 19.46128,-96.94307 19.45996,-96.94251 19.45845,-96.94104 19.45837,-96.93901 19.45877,-96.93757 19.45941,-96.93677 19.4608,-96.93633 19.46208,-96.93773 19.46395,-96.93909 19.46519,-96.94144 19.46555,-96.94275 19.46463,-96.94371 19.46268))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014523-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/qpvlns
title: 1H-NMR metabolic profiles at birth and after suckling in serum of piglets

description: Metabolic adaptations are essential for the survival and the development of newborns. We used an untargeted metabolomics 1H-NMR approach to investigate the metabolomic changes in piglet serum (41 piglets, 82 NMR spectra) between birth and the day after birth (day 1), i.e., before and after colostrum consumption. Piglets were born from two lines of sows that have been divergently selected on residual feed intake (RFI); 2 LRFI sows (22 piglets, Low RFI, more feed efficient) and 3 HRFI sows (21 piglets, High RFI, less feed effcient). Because piglet birth weight is a major determinant for growth and survival, relations between body weight and metabolic profiles were investigated too. The animals were raised at the French Experimental Unit GenESI, INRAE, UE1372, Surgères, France, doi: 10.15454/1.5572415481185847E12.
DOI: 10.15468/dl.h2ggp2
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleurodema kriegi"
 ]
}

 The dataset includes 112 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014526-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc7qzn
title: Occurrence Download

description: A dataset containing 2816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample, Material citation)",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Hydnoporia corrugata, Hydnoporia tabacina, Hypocreopsis rhododendri, Hypocreopsis lichenoides)"
 ]
}

 The dataset includes 2816 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014524-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k42xv4
title: Occurrence Download

description: A dataset containing 17802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Conyza canadensis, Erigeron canadensis, Erigeron canadensis, Erigeron canadensis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 17802 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014525-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/serc.30906545
title: Data and code: Root causes of belowground processes: Tree mycorrhizal associations outweigh tree richness

description: This repository contains the R code and data used to analyze the relationships among tree diversity, mycorrhizal associations, soil microbial communities, and ecosystem functions in this study. Using a long‑term tree diversity experiment at the Smithsonian Environmental Research Center, we tested how tree species richness and tree mycorrhizal association (arbuscular vs. ectomycorrhizal) shape soil microbial diversity and composition. Ectomycorrhizal (EM) fungal diversity and turnover were strongly driven by tree mycorrhizal association, while arbuscular mycorrhizal (AM) fungal abundance responded to mycorrhizal association and AM biomass increased with tree richness. Soil ecosystem functions were not directly affected by tree richness or mycorrhizal type, but instead by shifts in fungal diversity and community composition, which correlated with nutrient pools and soil organic carbon. These results demonstrate that tree mycorrhizal association influences both EM and AM fungal communities and indirectly shapes ecosystem processes via belowground microbiomes.
DOI: 10.25573/serc.30906545.v1
title: Data and code: Root causes of belowground processes: Tree mycorrhizal associations outweigh tree richness

description: This repository contains the R code and data used to analyze the relationships among tree diversity, mycorrhizal associations, soil microbial communities, and ecosystem functions in this study. Using a long‑term tree diversity experiment at the Smithsonian Environmental Research Center, we tested how tree species richness and tree mycorrhizal association (arbuscular vs. ectomycorrhizal) shape soil microbial diversity and composition. Ectomycorrhizal (EM) fungal diversity and turnover were strongly driven by tree mycorrhizal association, while arbuscular mycorrhizal (AM) fungal abundance responded to mycorrhizal association and AM biomass increased with tree richness. Soil ecosystem functions were not directly affected by tree richness or mycorrhizal type, but instead by shifts in fungal diversity and community composition, which correlated with nutrient pools and soil organic carbon. These results demonstrate that tree mycorrhizal association influences both EM and AM fungal communities and indirectly shapes ecosystem processes via belowground microbiomes.
DOI: 10.15468/dl.d8wmg5
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lettowianthus stellatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 141 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014527-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvxxrf
title: Occurrence Download

description: A dataset containing 2592699 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 2592699 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014497-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7912/vdx6-kc21
title: Local-LLM Sentiment Analysis of Open-Ended Survey Responses And Sentimental Analysis Outputs
DOI: 10.5281/zenodo.18498451
title: ALGORITHMIC STABILITY AND GENERALIZATION ABILITY OF COGNITIVE CONTROL ALGORITHMS

description: Cognitive control is increasingly adopted in industrial automation due to its ability to learn, adapt, and optimize decisions online; however, its practical deployment is often limited by insufficient guarantees of stability and poor generalization under changing operating conditions. This paper investigates cognitive control algorithms from a unified perspective that links algorithmic stability (sensitivity to data perturbations) with generalization ability (performance retention under distribution and regime shifts) while maintaining closed-loop performance. A generic nonlinear discrete-time plant model is considered, and a cognitive control architecture is formulated with state estimation, decision-making policy, and online parameter updating. An experimental protocol is developed in a digital-twin environment using repeated trials across a structured set of scenarios, including nominal operation, parameter drift, increased disturbances, measurement noise, network delay/dropouts, regime switching, and distribution shift. Control quality is evaluated via integral error indices (IAE/ISE/ITAE) and control-effort measures, while learning robustness is quantified using an empirical algorithmic-stability indicator  and a generalization gap . The results demonstrate a consistent trade-off between aggressive adaptation (improved nominal tracking) and increased sensitivity to data and condition shifts, highlighting that low is strongly associated with improved generalization under regime changes. The proposed methodology provides a reproducible framework for selecting and tuning cognitive controllers under explicit stability–generalization constraints, supporting safer and more reliable deployment in cyber-physical industrial systems.