cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17708425
title: Syncretic Research Synthesis Bibliography - Arranged By Author

description: This is a PDF version of my Syncretic Research Synthesis Bibliography - Arranged By Author.  A standard research synthesis and its associated bibliography are curated before research begins, narrowing the field by eliminating irrelevant or poorly structured research from its purview.  A syncretic research synthesis eliminates nothing since its aim is to look for patterns that will emerge from the uncurated collection.  In this sense, it is structured like an LLM running Transformer or RoFormer pattern-recognition algorithms seeking meaning from the chaos.
DOI: 10.5281/zenodo.17708426
title: Syncretic Research Synthesis Bibliography - Arranged By Author

description: This is a PDF version of my Syncretic Research Synthesis Bibliography - Arranged By Author.  A standard research synthesis and its associated bibliography are curated before research begins, narrowing the field by eliminating irrelevant or poorly structured research from its purview.  A syncretic research synthesis eliminates nothing since its aim is to look for patterns that will emerge from the uncurated collection.  In this sense, it is structured like an LLM running Transformer or RoFormer pattern-recognition algorithms seeking meaning from the chaos.
DOI: 10.5519/qd.jdwvt2k5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1290 records)
DOI: 10.15468/dl.u42ngb
title: Occurrence Download

description: A dataset containing 9811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus nutans",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 9811 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008172-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdx7t6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Accipiter erythropus",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008173-251120083545085/datasets/export for details.
DOI: 10.15468/dl.28jqth
title: Occurrence Download

description: A dataset containing 275754 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is Cundinamarca",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 275754 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008126-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.brzivgv8
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5286/isis.e.rb2500092-1
title: Temperature dependent structure of glassy carbon - a new cell material for high-temperature molten samples

description: High temperature melts, especially molten oxides, are highly challenging to deal with as samples in neutron experiments due to their reactive, corrosive and inviscid nature. Recently, thin-walled Pt cells have been used in conjunction with beam masking to obtain good-quality diffraction data on SANDALS up to 1300 K. Above this temperature, sample loss due to the open cell exposing the sample to vacuum was experienced. Thus there is a need for improved cell materials to allow the sample to remain either sealed within the cell, or to be exposed to a controlled gas composition and pressure, at temperatures above 1300 K. Such cells would need to withstand elevated pressures, requiring reasonably thick walls. Thick walled Pt is not suitable due to strong Bragg diffraction arising from it (as well as expense). Standard materials such as silica, V or TiZr are not suitable since they react with oxide melts. A possible solution is glassy carbon, which has all of the desirable characteristics, including minimal Bragg scattering, very low incoherent scattering, low reactivity and wetting with oxide melts and high strength. This XPress measurement is to study the temperature dependent diffraction pattern from a glassy carbon rod (SIGRADUR G), to assess its suitability as a container material from the neutron scattering perspective, and in particular to confirm that any structural evolution with temperature is reversible upon cooling, which would allow cells to be reusable.
DOI: 10.5286/isis.e.rb2500092
title: Temperature dependent structure of glassy carbon - a new cell material for high-temperature molten samples

description: High temperature melts, especially molten oxides, are highly challenging to deal with as samples in neutron experiments due to their reactive, corrosive and inviscid nature. Recently, thin-walled Pt cells have been used in conjunction with beam masking to obtain good-quality diffraction data on SANDALS up to 1300 K. Above this temperature, sample loss due to the open cell exposing the sample to vacuum was experienced. Thus there is a need for improved cell materials to allow the sample to remain either sealed within the cell, or to be exposed to a controlled gas composition and pressure, at temperatures above 1300 K. Such cells would need to withstand elevated pressures, requiring reasonably thick walls. Thick walled Pt is not suitable due to strong Bragg diffraction arising from it (as well as expense). Standard materials such as silica, V or TiZr are not suitable since they react with oxide melts. A possible solution is glassy carbon, which has all of the desirable characteristics, including minimal Bragg scattering, very low incoherent scattering, low reactivity and wetting with oxide melts and high strength. This XPress measurement is to study the temperature dependent diffraction pattern from a glassy carbon rod (SIGRADUR G), to assess its suitability as a container material from the neutron scattering perspective, and in particular to confirm that any structural evolution with temperature is reversible upon cooling, which would allow cells to be reusable.
DOI: 10.15468/dl.37724j
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.20_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Procyon lotor",
 "Year 2015-2025"
 ]
}

 The dataset includes 325 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008175-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vaz7cp
title: Occurrence Download

description: A dataset containing 10040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 10040 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008177-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8q3ej
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (Sistema de Información de la vegetación Ibérica y Macaronésica, Herbario de la Universidad de Sevilla, Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA)",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio lividus"
 ]
}

 The dataset includes 433 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008178-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17714790
title: Effect of Heuristic Bias on Crypto Asset Trading Decision Moderated by Risk Tolerance

description: Dataset acquired from questionnaire from respondents
DOI: 10.5281/zenodo.17714791
title: Effect of Heuristic Bias on Crypto Asset Trading Decision Moderated by Risk Tolerance

description: Dataset acquired from questionnaire from respondents
DOI: 10.5281/zenodo.14517106
title: Dataset and code of root traits from BTNR

description: These files contain the compiled dataset and analysis of root traits of 33 species from Bukit Timah Nature Reserve, Singapore. 

Accompanying the excel sheet is the R code used to produce the analysis in the manuscript Lee et al., (2025), along with the 3 phylogenetic tree files (.tre) supporting the phylogenetic analysis within the code. All code and datasets will be made public following publication of this study.
DOI: 10.5281/zenodo.17714780
title: Dataset and code of root traits from BTNR

description: These files contain the compiled dataset and analysis of root traits of 33 species from Bukit Timah Nature Reserve, Singapore. 

Accompanying the excel sheet is the R code used to produce the analysis in the manuscript Lee et al., (2025), along with the 3 phylogenetic tree files (.tre) supporting the phylogenetic analysis within the code. All code and datasets will be made public following publication of this study.
DOI: 10.15468/dl.byyb68
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corydoras acrensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008179-251120083545085/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.29039540
title: Data and code for manuscript <b>Artificial Surface Water Broadens the Spatiotemporal Footprint of Herbivores and Alters Species Responses, published in Ecological Applications</b>

description: <b>Abstract</b><br>Artificial surface water (ASW) is increasingly deployed in arid protected areas to support wildlife. However, our understanding of how and why ASW shapes the spatiotemporal activity and ecologically relevant biomass of large mammalian herbivores remains limited. We evaluated whether dammed seasonal drainages creating reservoirs alter the metabolic biomass, spatial distribution, and seasonal activity patterns of large herbivores. Specifically, we tested whether ASW shifts large herbivore use from seasonal pulses to persistent disturbance, modifies species activity patterns, and if large herbivore distributions correspond with their theoretical water dependence. Using a paired catchment design, we deployed camera traps around 11 reservoirs and 11 undammed drainages in Kruger National Park. Cameras were placed along 2250 m transects. Species-specific activity and metabolic biomass were modeled as a function of catchment type, season, and distance from the edge of ASW or undammed drainage. Reservoirs concentrated large herbivore activity year-round, indicating a shift from seasonal to persistent disturbance regimes. Dammed catchments supported higher large herbivore metabolic biomass in both wet and dry seasons, with effects extending to just over 1 km in the dry season and &gt; 2 km during the wet season. Elephants comprised more than 50% of the observed biomass, and other species such as hippopotamus, impala, and zebra, also concentrated their activity near ASW. In contrast, browsing species like giraffe, duiker, and steenbok were more active in catchments with undammed drainages. Contrary to expectation, species’ water-dependence scores did not consistently predict species responses. While ASW can enhance wildlife visibility and forage access, it also risks excluding some species and concentrating herbivore impacts, with implications for vegetation change, human-wildlife conflict along park boundaries, and ecosystem resilience. We recommend adaptive ASW management strategies, including the strategic placement and temporal manipulation of surface water, to balance wildlife needs with long-term conservation goals—particularly under increasing climatic variability.
DOI: 10.21227/b00x-hn76
title: "\u201cStrengthening Governance through Blockchain: Insights from Meta-Analysis\u201d"

description: "Governance is shaped by digital innovations, with blockchain emerging as a transformative tool that aligns decentralisation, immutability, transparency, interoperability, smart contracts, and scalability with core principles of legitimacy, accountability, inclusiveness, efficiency, and citizen trust. This study systematically investigates the role of blockchain in governance using the Adoption\u2013Decision\u2013Outcome (ADO) framework, combining evidence from a systematic literature review and meta-analysis. The findings demonstrate that human-centric dimensions such as trust, transparency, and inclusiveness exert the strongest influence on governance outcomes, while technical features such as scalability, tokenisation, and automation act as complementary enablers. Meta-analytical results confirm significant improvements in accountability and citizen confidence, underscoring blockchain capacity to strengthen governance processes and public value creation. The study highlights that blockchain contribution lies in complementing rather than replacing the normative foundations of governance, thereby reinforcing legitimacy and participatory practices. Nonetheless, adoption is constrained by technological, organisational, regulatory, and ethical barriers, emphasising the socio-political character of governance reform. The study advances theory by integrating blockchain adoption within public management frameworks and provides practical guidance for policymakers seeking transparent, citizen-centric, and sustainable governance reforms."
DOI: 10.15468/dl.u89ntg
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.01892 -16.62742,-9.98108 -16.62742,-9.98108 28.62742,-123.01892 28.62742,-123.01892 -16.62742))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichechus manatus manatus"
 ]
}

 The dataset includes 215 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003841-251120083545085/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.30687449.v1
title: An Electroencephalogram Dataset of Learner Interest States in Online Education Tasks

description: 构建了一个面向真实主题内容、兼顾普遍性和专业化的多元学习兴趣脑电图数据集。该数据集包含14名学生的学习过程数据，为探究教育神经科学领域学习兴趣本质提供了工具。为了获得有效的学习兴趣脑电图数据，我们从每个受试者中挑选了1到2段20分钟的教学视频。学习者首先通过预实验验证，确认他们首次接触视频，消除了重复暴露效应。该实验完全模拟了真实教室的多样环境。采用了16通道Ag/AgCl电极帽，采用国际10/20系统，采样率为250Hz。离线预处理在MATLAB 2024a和EEGLAB 2024.2中完成，包括1–75Hz带通滤波、48–52Hz呸滤波、ICA伪影校正和片段抑制，有效消除噪声和伪影干扰。特征提取涵盖了五个经典频段（δ、θ、α、β、γ）的能量和峰值频率，为后续分析提供了有力支持。为确保数据有效性，我们采用了五个机器学习模型——逻辑回归、范量法、决策树、k-NN和朴素贝叶斯——来分类兴趣/非兴趣状态，准确率超过99%。这确保了数据集的稳健性和可靠性。
DOI: 10.15468/dl.pdatzp
title: Occurrence Download

description: A dataset containing 1044539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "GadmGid is IND"
 ]
}

 The dataset includes 1044539 records from 373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003835-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17685838
title: Part I: The Universal Law — Past, Present, Future and Fluctuations

description: Abstract

 

We demonstrate that the Golden Ratio (Φ ≈ 1.618) operates as a fluctuating evolutionary law governing all stable structure from the Big Bang to present. Beginning with systematic evidence that no physical "constant" is truly constant—G varies by 0.5%, H₀ by 8%, α shows spatial drift, rp changed 4% when measurement improved—we establish that all laws fluctuate around optimization targets. We then trace cosmic history as a 13.8-billion-year convergence toward Φ-geometry: quantum foam (10⁻⁴³ s) had no structure; inflation (10⁻³² s) created boundary conditions; nucleosynthesis (3 min) locked light elements into Φ-binding ratios; recombination (380 kyr) imprinted Φ onto CMB acoustic peaks (observed ratio 1.636 ± 0.021); structure formation (100 Myr-13 Gyr) produced Φ-spiraled galaxies; abiogenesis (3.8 Gyr ago) required Φ-optimized molecular cavities for 99% photosynthesis efficiency; evolution (540 Myr-present) selected Φ-morphology across 48,000 fossil specimens. At every epoch, only Φ-adherent structures survived. Deviations >10% led to instability, decay, or extinction. This is not numerology—it is the empirical signature of constrained optimization operating across cosmic history. We provide the mathematical mechanism (boundary stress minimization), quantify tolerances (thermal noise permits ±2-5% fluctuation), and offer 12 falsifiable predictions for 2025-2040. Matter as we know it cannot exist without fluctuating around Φ.
DOI: 10.5281/zenodo.17685916
title: Part I: The Universal Law — Past, Present, Future and Fluctuations

description: Abstract

 

We demonstrate that the Golden Ratio (Φ ≈ 1.618) operates as a fluctuating evolutionary law governing all stable structure from the Big Bang to present. Beginning with systematic evidence that no physical "constant" is truly constant—G varies by 0.5%, H₀ by 8%, α shows spatial drift, rp changed 4% when measurement improved—we establish that all laws fluctuate around optimization targets. We then trace cosmic history as a 13.8-billion-year convergence toward Φ-geometry: quantum foam (10⁻⁴³ s) had no structure; inflation (10⁻³² s) created boundary conditions; nucleosynthesis (3 min) locked light elements into Φ-binding ratios; recombination (380 kyr) imprinted Φ onto CMB acoustic peaks (observed ratio 1.636 ± 0.021); structure formation (100 Myr-13 Gyr) produced Φ-spiraled galaxies; abiogenesis (3.8 Gyr ago) required Φ-optimized molecular cavities for 99% photosynthesis efficiency; evolution (540 Myr-present) selected Φ-morphology across 48,000 fossil specimens. At every epoch, only Φ-adherent structures survived. Deviations >10% led to instability, decay, or extinction. This is not numerology—it is the empirical signature of constrained optimization operating across cosmic history. We provide the mathematical mechanism (boundary stress minimization), quantify tolerances (thermal noise permits ±2-5% fluctuation), and offer 12 falsifiable predictions for 2025-2040. Matter as we know it cannot exist without fluctuating around Φ.
DOI: 10.15468/dl.mfzh9n
title: Occurrence Download

description: A dataset containing 139699 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Aves [GBIF Backbone Taxonomy])",
 "Geometry POLYGON((-75.19339 4.42794,-75.17558 4.37369,-75.09373 4.3036,-74.90658 4.25115,-74.86658 4.3256,-74.83059 4.43194,-74.79059 4.50239,-74.79459 4.58744,-74.80726 4.61535,-74.84592 4.61668,-74.87592 4.60804,-74.93724 4.55023,-74.99457 4.50438,-75.0459 4.45653,-75.10123 4.43527,-75.15455 4.42663,-75.18455 4.42663,-75.19339 4.42794))"
 ]
 }
 ]
}

 The dataset includes 139699 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003840-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buws8a
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.01892 -16.62742,-9.98108 -16.62742,-9.98108 28.62742,-123.01892 28.62742,-123.01892 -16.62742))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichechus manatus manatus"
 ]
}

 The dataset's 1 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003842-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17685934
title: Data Set and RStudio Analysis

description: Data set and RStudio analysis
DOI: 10.5281/zenodo.17685935
title: Data Set and RStudio Analysis

description: Data set and RStudio analysis
DOI: 10.34740/kaggle/dsv/13835061
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5880/crc1211db.91
title: Morphostratigraphic differentiation of coastal alluvial fans and associated sample areas for Schmidt hammer exposure dating at the south-central coast of the Atacama Desert

description: This dataset contains shapefiles of (i) the mapped morphostratigraphy of 12 multi-stage coastal alluvial fans distributed along the south-central coast of the Atacama Desert and (ii) the associated sample areas for Schmidt hammer exposure dating. Polygons are provided as ESRI shapefiles (.shp) and in the projected coordinate system WGS 1984 UTM Zone 19S.
DOI: 10.5880/crc1211db.90
title: Schmidt hammer R-values of coastal alluvial fan surface generations at the south-central coast of the Atacama Desert

description: This dataset contains Schmidt hammer R-values from, in total, 23 morphostratigraphic units of 12 multi-stage coastal alluvial fans distributed along the south-central coast of the Atacama Desert. Schmidt hammer readings were obtained from exposed boulders of plutonic composition. Individual R-values are provided and stored in a .csv table.
DOI: 10.5880/crc1211db.89
title: Cosmogenic nuclide exposure dating results from the paleo-drainage of the Paranal clay pan

description: Cosmogenic nuclide exposure (CNE) ages derived from 21Ne dating of fluvially rounded quartz clasts collected from the abandoned paleo-drainage of the Paranal clay pan.