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

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Country is one of (Venezuela (Bolivarian Republic of), Guyana, Brazil, French Guiana, Suriname)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchocyclus olivaceus"
 ]
}

 The dataset includes 93 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035982-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17618354
title: Wave propagation in fluid-saturated porous rocks under stress: An integrated approach_data and code

description: This repository contains the datasets and MATLAB codes used in the manuscript:

GEO-2025-0519 — Wave propagation in fluid-saturated porous rocks under stress: An integrated approach.

The uploaded files include:

1. MATLAB Codes

(1) aspect_ratio_density.m — computes crack aspect ratio and crack density from velocity–pressure data.(2) attenuation_calculation.m — calculates ultrasonic attenuation during pressure loading.(3) Pade_vs_Chi_3States.m — evaluates the relationship between χ (normalized crack indicator) and Padé coefficients for the three saturation conditions.(4) Pade_vs_Chi_all_data.m — combines all saturation states to examine the unified scaling between χ and Padé coefficients.(5) Pclose_calculate.m — computes crack-closure pressure based on Walsh’s model.(6) Velocity_fitting.m — fits velocity–pressure curves and extracts the third-order elastic constants and Padé coefficients.

2. Experimental Data

Velocity.xlsx — measured P- and S-wave velocities under different confining pressures and saturation conditions.

Vp_FoSp75.xlsx — P-waveform data for the 7% porosity Fontainebleau sandstone sample.

Vs_FoSp75.xlsx — S-waveform data for the same specimen.

These datasets and codes support the reproducibility of the nonlinear acoustoelastic and Padé acoustoporoelastic analyses presented in the manuscript.
DOI: 10.5281/zenodo.17618601
title: Wave propagation in fluid-saturated porous rocks under stress: An integrated approach_data and code

description: This repository contains the datasets and MATLAB codes used in the manuscript:

GEO-2025-0519 — Wave propagation in fluid-saturated porous rocks under stress: An integrated approach.

The uploaded files include:

1. MATLAB Codes

(1) aspect_ratio_density.m — computes crack aspect ratio and crack density from velocity–pressure data.(2) attenuation_calculation.m — calculates ultrasonic attenuation during pressure loading.(3) Pade_vs_Chi_3States.m — evaluates the relationship between χ (normalized crack indicator) and Padé coefficients for the three saturation conditions.(4) Pade_vs_Chi_all_data.m — combines all saturation states to examine the unified scaling between χ and Padé coefficients.(5) Pclose_calculate.m — computes crack-closure pressure based on Walsh’s model.(6) Velocity_fitting.m — fits velocity–pressure curves and extracts the third-order elastic constants and Padé coefficients.

2. Experimental Data

Velocity.xlsx — measured P- and S-wave velocities under different confining pressures and saturation conditions.

Vp_FoSp75.xlsx — P-waveform data for the 7% porosity Fontainebleau sandstone sample.

Vs_FoSp75.xlsx — S-waveform data for the same specimen.

These datasets and codes support the reproducibility of the nonlinear acoustoelastic and Padé acoustoporoelastic analyses presented in the manuscript.
DOI: 10.15468/dl.tg2tfr
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.2188 26.39913, -110.0688 26.39913, -110.0688 26.54913, -110.2188 26.54913, -110.2188 26.39913))"
 ]
}

 The dataset includes 76 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035985-251025141854904/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.30627917
title: <b>Climate warming, rather than nitrogen deposition, reduces plant diversity and increases community homogenization in a desert steppe</b>

description: It is still unclear how increasing nitrogen (N) deposition, climate warming, and their interaction affect biotic impoverishment (decreases in α-diversity) and homogenization (decreases in β-diversity) of plant communities at taxonomic, functional, and phylogenetic levels. To address this, we conducted a long-term (17-year) field experiment in Inner Mongolia's temperate desert steppe to investigate the effects of warming and nitrogen deposition on plant taxonomic, functional, and phylogenetic α- and β-diversity. Over this period (2006–2022), warming (mean annual temperature + 1.4°C) significantly decreased species richness and functional α-diversity throughout the experiment, whereas its effects on phylogenetic α-diversity and community phylogenetic structure were significant only before 2015 and disappeared thereafter, likely due to an extreme drought that reset the community composition. In contrast, β-diversity steadily declined over the entire period. These dynamics led to a shift in the community phylogenetic structure from overdispersion towards randomness during the first 10 years. Nitrogen addition (10 g m<sup>2</sup> yr<sup>-1</sup>) had no significant impact on diversity at the functional and phylogenetic levels but increased β-diversity at the taxonomic level. Our findings reveal that relatively rare species were more likely to go extinct, while species with higher leaf nitrogen concentrations were more prone to colonization, and these patterns were observed across all treatments. These findings suggest that warming can contribute to biotic impoverishment and homogenization by causing the extinction of species distantly related to the resident community.Species richness, functional α-diversity (FDα_q), phylogenetic α-diversity (PD) and net relatedness index (NRI) for experimental plots during experimental period.
DOI: 10.6084/m9.figshare.30627917.v1
title: <b>Climate warming, rather than nitrogen deposition, reduces plant diversity and increases community homogenization in a desert steppe</b>

description: It is still unclear how increasing nitrogen (N) deposition, climate warming, and their interaction affect biotic impoverishment (decreases in α-diversity) and homogenization (decreases in β-diversity) of plant communities at taxonomic, functional, and phylogenetic levels. To address this, we conducted a long-term (17-year) field experiment in Inner Mongolia's temperate desert steppe to investigate the effects of warming and nitrogen deposition on plant taxonomic, functional, and phylogenetic α- and β-diversity. Over this period (2006–2022), warming (mean annual temperature + 1.4°C) significantly decreased species richness and functional α-diversity throughout the experiment, whereas its effects on phylogenetic α-diversity and community phylogenetic structure were significant only before 2015 and disappeared thereafter, likely due to an extreme drought that reset the community composition. In contrast, β-diversity steadily declined over the entire period. These dynamics led to a shift in the community phylogenetic structure from overdispersion towards randomness during the first 10 years. Nitrogen addition (10 g m<sup>2</sup> yr<sup>-1</sup>) had no significant impact on diversity at the functional and phylogenetic levels but increased β-diversity at the taxonomic level. Our findings reveal that relatively rare species were more likely to go extinct, while species with higher leaf nitrogen concentrations were more prone to colonization, and these patterns were observed across all treatments. These findings suggest that warming can contribute to biotic impoverishment and homogenization by causing the extinction of species distantly related to the resident community.Species richness, functional α-diversity (FDα_q), phylogenetic α-diversity (PD) and net relatedness index (NRI) for experimental plots during experimental period.
DOI: 10.15468/dl.9m4czm
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aclypea undata"
 ]
}

 The dataset includes 498 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjm42p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia kykesis",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035987-251025141854904/datasets/export for details.
DOI: 10.15468/dl.v6mgjt
title: Occurrence Download

description: A dataset containing 32844718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 32844718 records from 1492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035886-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmybsv
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coragyps atratus (Bechstein, 1793)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 363 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010937-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/215-rkl-cy5
title: Globobulimina subaffinis (Cushman, 1921)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v05-29j-cyy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jk-h0a-qft
title: Globorotalia scitula (Brady, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f27-gvn-ml0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tl6-dy7-d2w
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8q-dv5-x6j
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f8-8y5-43q
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7qe-cbc-ppq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fl1-q9h-96q
title: Belemnites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/903-l8c-zcr
title: Globigerina bulloides d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tv5-rdc-6ar
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/42m-bpj-cmy
title: Cyclammina cancellata Brady, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5f7-x9t-lwa
title: Alveolophragmium Shchedrina, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqd-pqt-wmt
title: Textulariella barrettii (Jones & Parker, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sqz-gl4-7sh
title: Miliolidae Ehrenberg, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6mx-695-kda
title: Cornuspira foliacea (Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chg-5s0-lm5
title: Flintina bradyana Cushman, 1921

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tq6-mk0-037
title: Borelis schlumbergeri (Reichel, 1937)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/prn-yx3-02p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ya0-r89-5yl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5hk-vkn-m40
title: Labrospira crassimargo (Norman, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6s-4n5-585
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wh-vgb-lrs
title: Nonion Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hb8-3db-99q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8n-p42-jrj
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ra1-xg7-p9t
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8jw-0r1-v0v
title: Myricaria Desv.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqq-eg7-hry
title: †Paracytheretta Triebel, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16905176
title: AwarenessAI EnterpriseWorld 7D AI Whitepapers

description: This repository houses the official EnyerpriseWorld 7D AI whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7D AI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.3535/6g9-k7z-p5q
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dnd-dlp-ptp
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/96k-z2l-3tt
title: Ginkgoales

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpz-6q6-803
title: Karreriella catenata (Cushman, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jck-a1f-6zc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3c-h94-trf
title: Popanoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6pg-slw-ykn
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhl-sa2-ssc
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3s7-lyg-3fh
title: †Metalegoceras evolutum (Haniel, 1915)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0z-8fk-z48
title: Nonionoides grateloupii (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmk-z37-rr0
title: Rhabdammina Sars in Carpenter, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdw-rlc-0l1
title: †Metalegoceras sundaicum (Haniel, 1915)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/46j-qf3-8gq
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rlj-wnz-ywp
title: Haynesina depressula (Walker & Jacob, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1g5-bpp-t75
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v91-rem-y46
title: Quinqueloculina elongata Natland, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ea-zrt-xwz
title: †Lophocythere (Lophocythere) Sylvester-bradley, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.17591159
title: Theory of Persistent Perception

description: Abstract

The Theory of Persistent Perception proposes that perception and awareness persist in memory even when attention is temporarily diverted. This theory integrates concepts from cognitive science, psychology, and philosophy of mind, suggesting that residual perception allows individuals to maintain continuity of experience despite momentary lapses in conscious attention.
DOI: 10.5281/zenodo.17585055
title: Theory of Persistent Perception

description: Abstract

The Theory of Persistent Perception proposes that perception and awareness persist in memory even when attention is temporarily diverted. This theory integrates concepts from cognitive science, psychology, and philosophy of mind, suggesting that residual perception allows individuals to maintain continuity of experience despite momentary lapses in conscious attention.
DOI: 10.5281/zenodo.17423607
title: Test data for the eitprocessing software package

description: Healthy volunteer data used for testing the eitprocessing software. This data was specifically collected for this purpose, or selected from existing datasets. All data has been published with the explicit permission of the subject and data owner.

Annotations:



draeger_20Hz_healthy_volunteer.bin - Recorded using the Dräger Pulmovista V500 at 20Hz sample frequency, using software V1.3. Semi-recumbent position. Chaotic breathing, talking, movement artifacts.

draeger_20Hz_healthy_volunteer_fixed_rr.bin - Recorded using the Dräger Pulmovista V500 at 20Hz sample frequency, using software V1.3.  Semi-recumbent position. Duration: ~6 minutes. ~2 minutes at a fixed 10 breaths per minute, ~2 minutes with changing respiratory rate, and finally ~2 minutes at a fixed 15 breaths per minute.

draeger_20Hz_healthy_volunteer_pressure_pod.bin - Recorded using the Dräger Pulmovista V500 at 20Hz sample frequency, using software V1.3.  Semi-recumbent position. Short section of quiet breathing with (unrelated!) pressure pod data measured simultaneously. 

draeger_50Hz_healthy_volunteer_pressure_pod.bin - Recorded using the Dräger Pulmovista V500 at 50Hz sample frequency, using software V1.3.  Semi-recumbent position. Short section of quiet breathing with (unrelated!) pressure pod data measured simultaneously. 

draeger_20Hz_healthy_volunteer_time_wrap_v120.bin - Recorded using the Dräger Pulmovista V500 at 20Hz sample frequency, using software V1.3, but exported using the V1.2 software. Recorded around midnight (starting before, ending after 0:00) for testing the time wrapping back to 0. Upright sitting position. Short section of regular breathing. 

draeger_20Hz_healthy_volunteer_time_wrap_v120.bin - Recorded using the Dräger Pulmovista V500 at 20Hz sample frequency, using software V1.3, and exported using the V1.3 software. Recorded around midnight (starting before, ending after 0:00) for testing the time wrapping back to 0. Upright sitting position. Short section of regular breathing. 

sentec_healthy_volunteer_1a.zri - Recorded using the Sentec LuMon system. Semi-recumbent position. Relatively stable breathing. File 1/2 of recording.

sentec_healthy_volunteer_1b.zri - Recorded using the Sentec LuMon system. Semi-recumbent position. Relatively stable breathing. File 2/2 of recording.

sentec_healthy_volunteer_2a.zri - Recorded using the Sentec LuMon system. Semi-recumbent position. Relatively stable breathing. File 1/2 of recording.

sentec_healthy_volunteer_2b.zri - Recorded using the Sentec LuMon system. Semi-recumbent position. Relatively stable breathing. File 2/2 of recording.

timpel_healthy_volunteer_1.txt - Recorded using the Timpel Enlight system. Semi-recumbent position. Sections of stable breathing with movement artifacts. 

timpel_healthy_volunteer_2.txt - Recorded using the Timpel Enlight system. Semi-recumbent position. Sections of stable breathing with movement artifacts.