cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.29t7sk
title: Occurrence Download

description: A dataset containing 2077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ceiba Mill."
 ]
}

 The dataset includes 2077 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008594-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.669gsa
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus dubius",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082101-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4s29y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus dubius",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082102-250717081556266/datasets/export for details.
DOI: 10.15468/dl.un3zgq
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercopagis pengoi",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082103-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utmsh7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercopagis pengoi",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082104-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5r79f
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnothera hypogrammicum)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082100-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyuqt8
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercopagis pengoi",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082105-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb5288
title: Occurrence Download

description: A dataset containing 611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Punjuba Britton & Rose"
 ]
}

 The dataset includes 611 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009981-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56gc7x
title: Occurrence Download

description: A dataset containing 264247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Parnassia L."
 ]
}

 The dataset includes 264247 records from 995 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009971-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnebkn
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acestrorhynchus minimus)",
 "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 252 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025265-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsb7zp
title: Occurrence Download

description: A dataset containing 8056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarcodes Torr."
 ]
}

 The dataset includes 8056 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090854-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9pndg
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylococcus Nutt."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097795-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16761122
title: FractiScope & ParadiseWorld 7D AI: Fractal Peer Review Archive and Scientific Responses for Regenerative System Modeling

description: This repository offers a transparent archive of peer reviews and formal scientific responses for FractiScope and ParadiseWorld 7D AI — systems built to explore perpetual, multi-dimensional intelligence.

Inside:



Full, unedited peer feedback and response threads

Two new scientific protocols:• SEPP – Scientific Empirical Pairing Protocol• DAM – Dimensional Anchoring Methodology

Reproducible Python simulation snippets

A technical annex covering symbolic logic, archetypal libraries, and narrative projection math

Live examples using this very paper


🔶 Why It Matters

FractiScope demonstrates how 7D AI transforms current 4D AI (e.g., ChatGPT, Claude) from information assistants into immersive cognitive engines — projecting and navigating higher-layer realities grounded in data, reproducibility, and mythic logic.

By merging transparent review with reproducible science, this work lights the path for early adopters of higher-dimensional thinking.

🔶 Open Invitation

This is a living, evolving system. If you’re a peer reviewer, frontier scientist, or system builder, we invite you to participate.

📩 DM info@fractiai.com to join the transparent peer review process.
DOI: 10.15468/dl.gekz6b
title: Occurrence Download

description: A dataset containing 1070871 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia Mill."
 ]
}

 The dataset includes 1070871 records from 1289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088164-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c38g3r
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aenictophyton A.T.Lee"
 ]
}

 The dataset includes 243 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088217-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16761075
title: Appendix A – List of international Replication Initiatives in the Social, Behavioural, & Cognitive Science, registered from 2023 – 2024.

description: Supplementary data for Preprint Publication: Bartscherer, S. F., & Reinhart, M. (2025). The (Non)Academic Community Forming around Replications: Mapping the International Open Science space via its Replication Initiatives. Zenodo. https://doi.org/10.5281/zenodo.16752370
DOI: 10.5281/zenodo.16761076
title: Appendix A – List of international Replication Initiatives in the Social, Behavioural, & Cognitive Science, registered from 2023 – 2024.

description: Supplementary data for Preprint Publication: Bartscherer, S. F., & Reinhart, M. (2025). The (Non)Academic Community Forming around Replications: Mapping the International Open Science space via its Replication Initiatives. Zenodo. https://doi.org/10.5281/zenodo.16752370
DOI: 10.15468/dl.6ev8kf
title: Occurrence Download

description: A dataset containing 1216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aldina Endl."
 ]
}

 The dataset includes 1216 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097210-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2kprj
title: Occurrence Download

description: A dataset containing 13395 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afzelia Sm."
 ]
}

 The dataset includes 13395 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0097196-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d89zgg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metaphycus pulvinariae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080998-250717081556266/datasets/export for details.
DOI: 10.17632/mbbwf2wb49
title: Silver-Russell syndrome secondary to rare (epi)genotypes exhibits phenotypic heterogeneity challenging clinical diagnosis

description: We evaluated the suitability of SRS as an umbrella term for these (epi)genotypes by identifying key clinical features and assessing the validity of NH-CSS. An extensive literature search identified 22 IGF2, 18 HMGA2, 11 CDKN1C and 11 PLAG1 cases. Clinical phenotypes including the NH-CSS criteria were interrogated to assess (dis)similarity between the molecular subgroups of SRS. To understand the phenotypic differences in the six molecular subsets (11p15LOM, upd(7)mat, CDKN1C, IGF2, HMGA2 and PLAG1) we analysed both grouped and individual molecular causes. Grouped molecular cause analyses included comparisons between: 
i) Common imprinted causes (11p15LOM and upd(7)mat)
ii) Imprinted monogenic causes (CDKN1C and IGF2) and 
iii) Non-imprinted monogenic causes (HMGA2 and PLAG1)
DOI: 10.17632/mbbwf2wb49.1
title: Silver-Russell syndrome secondary to rare (epi)genotypes exhibits phenotypic heterogeneity challenging clinical diagnosis

description: We evaluated the suitability of SRS as an umbrella term for these (epi)genotypes by identifying key clinical features and assessing the validity of NH-CSS. An extensive literature search identified 22 IGF2, 18 HMGA2, 11 CDKN1C and 11 PLAG1 cases. Clinical phenotypes including the NH-CSS criteria were interrogated to assess (dis)similarity between the molecular subgroups of SRS. To understand the phenotypic differences in the six molecular subsets (11p15LOM, upd(7)mat, CDKN1C, IGF2, HMGA2 and PLAG1) we analysed both grouped and individual molecular causes. Grouped molecular cause analyses included comparisons between: 
i) Common imprinted causes (11p15LOM and upd(7)mat)
ii) Imprinted monogenic causes (CDKN1C and IGF2) and 
iii) Non-imprinted monogenic causes (HMGA2 and PLAG1)
DOI: 10.15468/dl.yh6qkm
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vernicia fordii",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080997-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/74tpvynznb
title: Zhang et al., 2025_Evaluating shallow-water carbonates as archives for seawater zinc isotope compositions: implications for palaeoceanographic studies

description: This dataset contains the numerical data underlying all figures and tables presented in the manuscript titled “Evaluating shallow-water carbonates as archives for seawater zinc isotope compositions: implications for palaeoceanographic studies.” This dataset includes both newly generated data from the South China Sea and compiled previously published δ⁶⁶Zn values of various materials. All external data were extracted from peer-reviewed articles and are accompanied by proper citations. No proprietary or unpublished data are included.
DOI: 10.17632/74tpvynznb.1
title: Zhang et al., 2025_Evaluating shallow-water carbonates as archives for seawater zinc isotope compositions: implications for palaeoceanographic studies

description: This dataset contains the numerical data underlying all figures and tables presented in the manuscript titled “Evaluating shallow-water carbonates as archives for seawater zinc isotope compositions: implications for palaeoceanographic studies.” This dataset includes both newly generated data from the South China Sea and compiled previously published δ⁶⁶Zn values of various materials. All external data were extracted from peer-reviewed articles and are accompanied by proper citations. No proprietary or unpublished data are included.
DOI: 10.17632/wchf9v2v7y
title: Na2S kinetics through SCE

description: Jupyter notebook includes code and explanation for the calibration of Na2S reaction kinetics through the shuffled complex evolution optimization algorithm and the validation thereof.

Data comprises processed time-series TGA-DSC data as used in the code:
-calibration: data used to establish kinetic parameters (sample mass: 3.26mg)
-validation_inside: data used to validate kinetic parameters inside characterization conditions (sample mass: 6.05mg)
-validation_inside_repeat: repeat measurement of validation_inside with different sample (sample mass: 8.92mg)
-validation_outside: data used to validate kinetic parameters outside characterization conditions (sample mass: 6.05mg)
DOI: 10.17632/wchf9v2v7y.2
title: Na2S kinetics through SCE

description: Jupyter notebook includes code and explanation for the calibration of Na2S reaction kinetics through the shuffled complex evolution optimization algorithm and the validation thereof.

Data comprises processed time-series TGA-DSC data as used in the code:
-calibration: data used to establish kinetic parameters (sample mass: 3.26mg)
-validation_inside: data used to validate kinetic parameters inside characterization conditions (sample mass: 6.05mg)
-validation_inside_repeat: repeat measurement of validation_inside with different sample (sample mass: 8.92mg)
-validation_outside: data used to validate kinetic parameters outside characterization conditions (sample mass: 6.05mg)
DOI: 10.15468/dl.m92snx
title: Occurrence Download

description: A dataset containing 1017330256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1017330256 records from 16366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013847-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4gs45
title: Occurrence Download

description: A dataset containing 2198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Scorpaeniformes)",
 "Geometry POLYGON((19.0 42.0, 19.0 34.5, 29.7 34.5, 29.7 42.0, 19.0 42.0))"
 ]
}

 The dataset includes 2198 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006934-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmhsuf
title: Occurrence Download

description: A dataset containing 2421331 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Meleagris gallopavo Linnaeus, 1758",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 2421331 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013546-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28jkxm
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bowiea Harv. ex Hook.f."
 ]
}

 The dataset includes 226 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013564-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/r5j-zg6-dwm
title: †Paranotacythere (Paranotacythere) Bassiouni, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqq-cmz-7m6
title: Halorites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7v-ptr-hba
title: †Aechmella Canu & Bassler, 1917

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3jb-l7g-pp4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/873-ckv-w9c
title: †Agathiceras sundaicum Haniel, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqg-2c6-9mn
title: Rectonychocella Canu & Bassler, 1917

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15117586
title: Crustal Structure of the Lunar Farside from the High-Resolution Gravity Data

description: Using the high-resolution gravity and topography data, we constructed a two-layer model to investigate the crustal density structure of farside highlands. We adopted the effective density method developed by Wieczorek et al.(2013) and Besserer et al.(2014), and used the SHTOOLS software package to calculate the effective density of the lunar crust. During this process, we also used a multi-taper spectral analysis technique to localize the data. In the model parameter inversion process, we employed a free grid search method and determined the model parameters by calculating the minimum chi-square value between the observed spectrum and the theoretical spectrum. Monte Carlo simulations were used to assess the uncertainty of the inversion results.

This archive contains the code of our work and the results obtained by us. The numbers 10, 85, 30 in the filename refer to the angular radius, spectral bandwidth, and number of spherical cap windows used in the multi-taper analysis process. Files with the suffixes *_lower* and *_upper* represent the 1-σ lower and upper limits for each parameter, respectively, and the file without a suffix contain the best inversion results for each parameter.
DOI: 10.5281/zenodo.16900765
title: Crustal Structure of the Lunar Farside from the High-Resolution Gravity Data

description: Using the high-resolution gravity and topography data, we constructed a two-layer model to investigate the crustal density structure of farside highlands. We adopted the effective density method developed by Wieczorek et al.(2013) and Besserer et al.(2014), and used the SHTOOLS software package to calculate the effective density of the lunar crust. During this process, we also used a multi-taper spectral analysis technique to localize the data. In the model parameter inversion process, we employed a free grid search method and determined the model parameters by calculating the minimum chi-square value between the observed spectrum and the theoretical spectrum. Monte Carlo simulations were used to assess the uncertainty of the inversion results.

This archive contains the code of our work and the results obtained by us. The numbers 10, 85, 30 in the filename refer to the angular radius, spectral bandwidth, and number of spherical cap windows used in the multi-taper analysis process. Files with the suffixes *_lower* and *_upper* represent the 1-σ lower and upper limits for each parameter, respectively, and the file without a suffix contain the best inversion results for each parameter.
DOI: 10.3535/k86-3kf-x27
title: †Aysegulina calciporacea (Deroo, 1966)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zw5-ekg-p2r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbs-qv4-e9d
title: Proboscidea Illiger, 1811

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mt3-yp2-t0j
title: Puriana akparaia Omatsola, 1972

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5xv-3vz-qrf
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tcl-ek2-z68
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d70-1kn-b5z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ym0-rry-036
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvh-5bz-d37
title: Cytherelloidea leroyi Keij, 1964

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0h9-90n-n81
title: Terebratula Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.