cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4d3gsc
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synotis simonsii (C.B.Clarke) C.Jeffrey & Y.L.Chen"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116142-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqs3w3
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium skiophilum (Duthie) Airy Shaw"
 ]
}

 The dataset includes 38 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116143-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufw3e8
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suzukia luchuensis Kudô"
 ]
}

 The dataset includes 167 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116144-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6573f4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaeranthus samburuensis Beentje"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116145-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9qaes
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptopetalum luteoglandulosum R.Fern."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116146-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuxc2d
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synotis sinica (Diels) C.Jeffrey & Y.L.Chen"
 ]
}

 The dataset includes 12 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116147-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s37nb3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium sleumeri Craven"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116148-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wgvrw
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suzukia shikikunensis Kudô"
 ]
}

 The dataset includes 258 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116149-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkm2ue
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaeranthus senegalensis DC."
 ]
}

 The dataset includes 354 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0116150-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysgw6f
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tremex fuscicornis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1027 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018787-250827131500795/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/12939647
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.3929/ethz-b-000666683
title: 2-μm 1.5-W Optically Pumped Semiconductor Membrane Laser
DOI: 10.6084/m9.figshare.29538290
title: <b>Framing for Business</b>

description: This study investigates how cognitive processing styles and regional contexts influence consumers’ responses to advertising framing in Armenia, with the goal of informing business marketing strategies. Using data from Yerevan (urban market) and Kapan (regional market), it analyzes perceptions of advertising framed positively, negatively, goal-oriented, loss-averse, and emphasizing provenness.
DOI: 10.6084/m9.figshare.29538290.v1
title: <b>Framing for Business</b>

description: This study investigates how cognitive processing styles and regional contexts influence consumers’ responses to advertising framing in Armenia, with the goal of informing business marketing strategies. Using data from Yerevan (urban market) and Kapan (regional market), it analyzes perceptions of advertising framed positively, negatively, goal-oriented, loss-averse, and emphasizing provenness.
DOI: 10.15468/dl.wm2jmw
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphessobrycon langeanii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018789-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5qktb
title: Occurrence Download

description: A dataset containing 1246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crypsis alopecuroides celakovskyi, Crypsis alopecuroides nigricans, Crypsis alopecuroides nigricans, Crypsis alopecuroides sicula, Crypsis alopecuroides sicula, Crypsis alopecuroides tenella, Crypsis alopecuroides tenella, Crypsis brachystachys, Crypsis explicata, Crypsis geniculata, Crypsis macrostachya, Crypsis nigricans, Crypsis phalarioides, Crypsis phalaroides, Crypsis schoenoides, Crypsis schoenoides, Crypsis sicula, Crypsis tenella, Crypsis tenuissima, Heleochloa alopecuroides, Heleochloa alopecuroides, Heleochloa alopecuroides subvaginata, Heleochloa alopecuroides celakovskyi, Heleochloa alopecuroides nigricans, Heleochloa alopecuroides nigricans, Heleochloa brachystachys, Heleochloa explicata, Heleochloa explicata, Heleochloa nigricans, Phalaris explicata, Phalaris geniculata, Phleum alopecuroides, Vilfa brachystachys, Sporobolus maritimus, Cynodon pungens, Dactylis cynosuroides, Dactylis maritima, Dactylis stricta, Limnetis pungens, Paspalum strictum, Poa ternitana, Poa ternitana, Rottboellia stricta, Spartina capensis, Spartina capensis, Spartina intermedia, Spartina intermedia, Spartina maritima, Spartina maritima stricta, Spartina pungens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1246 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018790-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14525772
title: Supplementary Data: COVID-19 and Digital Health Communication on Rheumatoid Arthritis: A Natural Language Processing Analysis of Reddit Discussion
DOI: 10.5281/zenodo.14525773
title: Supplementary Data: COVID-19 and Digital Health Communication on Rheumatoid Arthritis: A Natural Language Processing Analysis of Reddit Discussion
DOI: 10.15468/dl.p3az6v
title: Occurrence Download

description: A dataset containing 49557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucaena leucocephala"
 ]
}

 The dataset includes 49557 records from 787 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018788-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17035982
title: The SPAF Manifesto: A Scientific Architecture for the Autopoietic Enterprise and the Engineering of Sustainable Alpha

description: **Executive Summary: The Synergistic Profit Amplification Framework (SPAF)**

This manifesto presents the Synergistic Profit Amplification Framework (SPAF) as a scientific architecture to catalyze a phase transition in corporate ontology, evolving the firm from a static, mechanistic entity into a self-creating, adaptive **autopoietic enterprise**. SPAF is engineered to generate **sustainable alpha**, benchmarked at a **40% net profit increase** within a 24-month horizon, isolated from market-wide effects.

The framework's power derives from the radical synthesis of three co-evolving pillars:

1.  **Cognitive-Behavioral Synthesis (CBS):** A neuro-symbolic AI engine that moves beyond mere nudging to induce a state of deep **cognitive resonance**, systemically aligning stakeholder actions with strategic intent.2.  **Computational Supremacy via Quantum-Inspired Heuristics (QSH):** A suite of algorithms providing a super-polynomial advantage in solving intractable, NP-hard optimization problems in logistics, resource allocation, and strategy, conferring a decisive competitive edge.3.  **Autopoietic Value Ecosystems (AVE):** A self-regulating, cryptoeconomic protocol built on a high-throughput blockchain. It uses a novel "Dynamic Proof-of-Value" consensus and tokenized incentives to create a frictionless, autonomous layer for bottom-up innovation and value circulation.

SPAF is not a speculative model; its claims are subject to a rigorous, three-phase validation protocol, including digital twin simulation, a single-blind Randomized Controlled Trial (RCT), and causal inference modeling. Ultimately, SPAF provides the constitutional code for a new generation of enterprises—those designed not merely to compete, but to evolve.
DOI: 10.5281/zenodo.17035981
title: The SPAF Manifesto: A Scientific Architecture for the Autopoietic Enterprise and the Engineering of Sustainable Alpha

description: **Executive Summary: The Synergistic Profit Amplification Framework (SPAF)**

This manifesto presents the Synergistic Profit Amplification Framework (SPAF) as a scientific architecture to catalyze a phase transition in corporate ontology, evolving the firm from a static, mechanistic entity into a self-creating, adaptive **autopoietic enterprise**. SPAF is engineered to generate **sustainable alpha**, benchmarked at a **40% net profit increase** within a 24-month horizon, isolated from market-wide effects.

The framework's power derives from the radical synthesis of three co-evolving pillars:

1.  **Cognitive-Behavioral Synthesis (CBS):** A neuro-symbolic AI engine that moves beyond mere nudging to induce a state of deep **cognitive resonance**, systemically aligning stakeholder actions with strategic intent.2.  **Computational Supremacy via Quantum-Inspired Heuristics (QSH):** A suite of algorithms providing a super-polynomial advantage in solving intractable, NP-hard optimization problems in logistics, resource allocation, and strategy, conferring a decisive competitive edge.3.  **Autopoietic Value Ecosystems (AVE):** A self-regulating, cryptoeconomic protocol built on a high-throughput blockchain. It uses a novel "Dynamic Proof-of-Value" consensus and tokenized incentives to create a frictionless, autonomous layer for bottom-up innovation and value circulation.

SPAF is not a speculative model; its claims are subject to a rigorous, three-phase validation protocol, including digital twin simulation, a single-blind Randomized Controlled Trial (RCT), and causal inference modeling. Ultimately, SPAF provides the constitutional code for a new generation of enterprises—those designed not merely to compete, but to evolve.
DOI: 10.5281/zenodo.17035825
title: Dataset of "Spatially Engineered Ternary Schottky/S-Scheme Heterojunctions forArtificial Photosynthesis"

description: This dataset underpins the following article published in Angewandte Chemie "Spatially Engineered Ternary Schottky/S-Scheme Heterojunctions for Artificial Photosynthesis"

https://doi.org/10.1002/anie.202513364
DOI: 10.5281/zenodo.17035989
title: Dataset of "Spatially Engineered Ternary Schottky/S-Scheme Heterojunctions forArtificial Photosynthesis"

description: This dataset underpins the following article published in Angewandte Chemie "Spatially Engineered Ternary Schottky/S-Scheme Heterojunctions for Artificial Photosynthesis"

https://doi.org/10.1002/anie.202513364
DOI: 10.15468/dl.sfrvyd
title: Occurrence Download

description: A dataset containing 7903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melampodium divaricatum"
 ]
}

 The dataset includes 7903 records from 254 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018791-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17035905
title: Collection of 3D data useful for surveying and digitizing cultural heritage using UAV photogrammetry and lidar sensors: Iuvanum 3D dataset

description: The digitization of Cultural Heritage (CH) through 3D data acquisition has become a key tool in archaeological surveying and modeling, offering accurate documentation, preservation, and analysis of fragile artifacts and sites. In the last years, increasingly advanced technologies and methods allow for the digitization of cultural heritage such as Unmanned Aerial Vehicle (UAV) photogrammetry, Terrestrial Laser Scanning (TLS), and Simultaneous Localization and Mapping (SLAM). In this study, we present a multi-sensor dataset collected at the archaeological site of Iuvanum (Italy), focusing on the ancient theater. The survey combined UAV-based photogrammetry, SLAM, TLS, and Matterport Pro3 acquisition, supported by Ground Control Points (GCPs) measured with GNSS to ensure precise georeferencing. The shared dataset includes raw images, GCP coordinates, and processed 3D models, openly available for replication and reuse under FAIR principles (Findable, Accessible, Interoperable, and Reusable). This contribution not only supports heritage documentation and archaeological research but also provides a valuable benchmark for developing and testing innovative methods in 3D reconstruction, semantic classification, and digital preservation.

The final version will be updated after publication
DOI: 10.5281/zenodo.16994499
title: Collection of 3D data useful for surveying and digitizing cultural heritage using UAV photogrammetry and lidar sensors: Iuvanum 3D dataset

description: The digitization of Cultural Heritage (CH) through 3D data acquisition has become a key tool in archaeological surveying and modeling, offering accurate documentation, preservation, and analysis of fragile artifacts and sites. In the last years, increasingly advanced technologies and methods allow for the digitization of cultural heritage such as Unmanned Aerial Vehicle (UAV) photogrammetry, Terrestrial Laser Scanning (TLS), and Simultaneous Localization and Mapping (SLAM). In this study, we present a multi-sensor dataset collected at the archaeological site of Iuvanum (Italy), focusing on the ancient theater. The survey combined UAV-based photogrammetry, SLAM, TLS, and Matterport Pro3 acquisition, supported by Ground Control Points (GCPs) measured with GNSS to ensure precise georeferencing. The shared dataset includes raw images, GCP coordinates, and processed 3D models, openly available for replication and reuse under FAIR principles (Findable, Accessible, Interoperable, and Reusable). This contribution not only supports heritage documentation and archaeological research but also provides a valuable benchmark for developing and testing innovative methods in 3D reconstruction, semantic classification, and digital preservation.

The final version will be updated after publication
DOI: 10.15468/dl.67vu8g
title: Occurrence Download

description: A dataset containing 98671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carex spicata"
 ]
}

 The dataset includes 98671 records from 1261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018702-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqmrmr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex malmei Kalela",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007877-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwyzrm
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ardisia dekinderi Govaerts"
 ]
}

 The dataset includes 11 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011189-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvp4by
title: Occurrence Download

description: A dataset containing 4224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bryozoa"
 ]
}

 The dataset includes 4224 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300956-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guq6wl
title: Occurrence Download

description: A dataset containing 1283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stipa comata Trin. & Rupr."
 ]
}

 The dataset includes 1283 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007877-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs6jb7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum chrysanthum Hágsater & Dodson"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159892-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bk3xkk
title: Occurrence Download

description: A dataset containing 269801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megascops asio (Linnaeus, 1758)",
 "HasCoordinate is True",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2021",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 269801 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004506-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urrfn9
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodolirion buchananii (Baker) Baker"
 ]
}

 The dataset includes 159 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011236-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oymbna
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pygoderma bilabiatum (Wagner, 1843)",
 "Country is Brazil"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007877-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmm3px
title: Occurrence Download

description: A dataset containing 441862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platyhelminthes"
 ]
}

 The dataset includes 441862 records from 748 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0308931-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enh8bx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodocephala coursii Humbert"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011208-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5fmus
title: Occurrence Download

description: A dataset containing 1185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia leucocephala Lotsy"
 ]
}

 The dataset includes 1185 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159893-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhvqca
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nannofossil abundance of Hole 74-526A"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007877-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.