cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7xrq3w
title: Occurrence Download

description: A dataset containing 172000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is RSPB Annual Reserve Avian Monitoring"
 ]
}

 The dataset includes 172000 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009875-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tffnr
title: Occurrence Download

description: A dataset containing 12093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon montanus Highton & Peabody, 2000)"
 ]
}

 The dataset includes 12093 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009882-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/6gauah
title: A16_32504.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bbe06a8e-2b22-497c-b432-faab72110409'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bbe06a8e-2b22-497c-b432-faab72110409
DOI: 10.7910/dvn/kukjbm
title: A12_22620.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0bf52502-036b-4c5c-9870-d201ae905db8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0bf52502-036b-4c5c-9870-d201ae905db8
DOI: 10.15468/dl.ckunby
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates kauffeldi (Feinberg, Newman, Watkins-Colwell, Schlesinger, Zarate, Curry, Shaffer & Burger, 2014))"
 ]
}

 The dataset includes 484 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009883-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bkpaqn
title: A13_24258.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/98f0394a-b5b9-4485-8723-8cde66722dd4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/98f0394a-b5b9-4485-8723-8cde66722dd4
DOI: 10.7910/dvn/bicmos
title: A12_20910.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/b375f617-ee13-4b70-8e65-80d62c8f920d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b375f617-ee13-4b70-8e65-80d62c8f920d
DOI: 10.7910/dvn/6ldqwc
title: Mapping Subsidized Housing Programs in Toronto: A Dual Map Visualization

description: Created by Alice Jiao, this interactive mapping project provides a comprehensive visualization of subsidized housing programs in Toronto, offering insights into their spatial distribution and relationship with low-income and immigrant populations. Using open-source data from Toronto (2021), the project employs a dual-map interface, allowing users to compare different socioeconomic factors across the city.

The left panel displays the density of low-income and immigrant populations, while the right panel highlights subsidized housing locations and availability. Users can toggle map layers, explore detailed neighborhood statistics, and access external resources for further analysis. The synchronized maps ensure seamless interaction, making it easier to identify housing disparities and policy gaps.

This project serves as a valuable tool for urban planners, policymakers, researchers, and community advocates, helping to drive data-informed decisions for affordable housing strategies in Toronto.

Explore the interactive map at: https://astatinealice.github.io
DOI: 10.7910/dvn/bl8tdw
title: MADRS_MaddenDissertation_Chapter3_250FilesTAACOResults

description: This spreadsheets contains the results that were calculated using the TAACO software application for 83 different linguistic variables relating to cohesion for each of 250 files used to build the MADRS readability formula. Details are reported in Chapter 3 of Mike Madden's doctoral dissertation.
DOI: 10.7910/dvn/gfjkk2
title: Statement Concerning the Air Transport Agreement with Kenya, with Annex Signed At Washington June 18, 2008 Entered Into Force June 18, 2008

description: TIAS 08-618

First signed 06/18/2008
Last signed 06/18/2008
Entry into force (supplemented by last signed) 06/18/2008

CAR 2008-115

stamped 08-115

C06572689

cover memo
DOI: 10.15468/dl.wmkp34
title: Occurrence Download

description: A dataset containing 1407186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus L'Hér.",
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Occurrence evidence"
 ]
 }
 ]
}

 The dataset includes 1407186 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009865-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/6jgea5
title: Replication Data for: Development models in the EU: opportunities and challenges

description: Contains data and code to replicate the results from the abovementioned paper.
description: For more information see the associated Github repo:
https://github.com/graebnerc/poleconEU23
DOI: 10.7910/dvn/5mqwbc
title: A14_26283.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/c79a79e9-7f5a-49e7-9c1f-51753b04bd09'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/c79a79e9-7f5a-49e7-9c1f-51753b04bd09
DOI: 10.7910/dvn/ftncmd
title: A11_19890.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/94ff6d18-7bbc-4b35-a6d2-c7e16531a756'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/94ff6d18-7bbc-4b35-a6d2-c7e16531a756
DOI: 10.7910/dvn/fxxp5f
title: A09_18009.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/bd4ba0ca-8017-6886-6a99-61f75d950a29'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/bd4ba0ca-8017-6886-6a99-61f75d950a29
DOI: 10.7910/dvn/fw936t
title: Executive Agreements Database, Statement Regarding the Memorandum of Understanding Between The United States and Russia On Notifications Of Missile Launches, with Appendices and Joint Statement, Signed At Brussels December 16, 2000

description: KAV 5852

First signed 12/16/2000
Last signed 12/16/2000
Entry into force (supplemented by last signed) 12/16/2000

stamped 01-15

C06538584

cover memo
DOI: 10.7910/dvn/gg0ccy
title: Regeneration and anti-migration of sand waves associated with artificial dredging in the middle of Taiwan Shoal

description: Data Availability Statement
DOI: 10.15468/dl.sxeyys
title: Occurrence Download

description: A dataset containing 1083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon neomexicanus Stebbins & Riemer, 1950)"
 ]
}

 The dataset includes 1083 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009887-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/5qhayq
title: A92_4878.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/9d59ceaa-2b0d-7c9a-04ed-51700e84258a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/9d59ceaa-2b0d-7c9a-04ed-51700e84258a
DOI: 10.7910/dvn/ghipds
title: Replication Data for: PLANB Index: Sociological Categories for Climate Policymakers

description: This article presents a theoretical-normative instrument for climate policymakers to address the climate issue from the social studies’ sociological perspective intersected with political ecology. Climate initiatives and policies are on the agenda of various social groups; at the same time, climate policymakers need instruments. Brazil lacks such theoretical-normative instruments. Based on a comprehensive review of the literature on climate ethics from a sociological perspective, this study developed and tested ‘PLANB Index’ in twenty-two Brazilian climate instruments formulated by the state, the private and third sectors, and academia. The index is composed of five modeled analytical categories: plurality in decision-making, energy locality, epistemic and material access, planned naturalness, and generational benefit. The results show that there is a mix of anthropocentric and ecocentric principles in the contents created by multisectoral arrangements – including private superclusters and international state investment funds. ‘PLANB Index’ proved to be an effective tool to identify the guiding principles in Brazilian climate policies; it might also contribute to future climate policymaking. ‘PLANB Index’ is an original contribution because it was not only empirically tested in the Brazilian context but also modeled from a sociological perspective, in close connection to other social science fields, with an emphasis on the ethical-political dimension.
DOI: 10.7910/dvn/fy8amx
title: A87_1036a.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0a37c750-0c13-5400-4deb-53f6d8b8821b'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0a37c750-0c13-5400-4deb-53f6d8b8821b
DOI: 10.15468/dl.tps7ey
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callicebus Thomas, 1903",
 "Year 1970-2025"
 ]
}

 The dataset includes 396 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009888-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/6lgdjz
title: Executive Agreements Database, Statement Concerning the Investment Incentive Agreement with Jordan. Signed At Amman February 7, 2007. Entered Into Force March 26, 2007

description: TIAS 07-326

First signed 02/07/2007
Last signed 02/07/2007
Entry into force (supplemented by last signed) 03/26/2007

CAR 2007-093

stamped 07-93

cover memo
DOI: 10.7910/dvn/ggqdg6
title: A99_12647.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5c0f9cc5-553c-6551-bd18-f0741ff1c7b5'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5c0f9cc5-553c-6551-bd18-f0741ff1c7b5
DOI: 10.15468/dl.sckkyw
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Aquarana Dubois, 1992)"
 ]
}

 The dataset includes 47 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009890-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qshr8a
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Geometry POLYGON((-2.73445 59.49173,-4.18661 58.24053,1.13796 51.82141,4.71994 51.64153,7.72106 53.3505,9.36683 53.98144,9.0764 56.73174,-0.02376 60.31695,-2.73445 59.49173))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is August",
 "OccurrenceStatus is Present",
 "TaxonKey is Porifera",
 "Year 2018-2023"
 ]
}

 The dataset includes 1027 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009891-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15025607
title: COMMAS Updraft for tobac 3D Example
DOI: 10.5281/zenodo.15025608
title: COMMAS Updraft for tobac 3D Example
DOI: 10.15468/dl.sh4caf
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macrozooplankton"
 ]
}

 The dataset includes 59 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009889-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/zrs9-p639
title: Infrared (IR) Sounder Atmospheric Temperature and Humidity Profiles, Version 5
DOI: 10.7910/dvn/ghg7ho
title: A09_18018.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/55127165-d692-1cc7-4f3d-c43c754535cf'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/55127165-d692-1cc7-4f3d-c43c754535cf
DOI: 10.7910/dvn/ftxipr
title: A16_31303.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/51091aae-9d8a-4e10-8199-475f403a3baf'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/51091aae-9d8a-4e10-8199-475f403a3baf
DOI: 10.15468/dl.2gthbm
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon nettingi Green, 1938)"
 ]
}

 The dataset includes 1160 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009892-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/f0lqfu
title: Executive Agreements Database, Statement Regarding Memorandum of Understanding Between The United States and Canada Concerning Development, Documentation, Production And Initial Fielding Of Military Satellite Communications Signed At Brussels November 16, 1999 Entered Into Force On November 16, 1999

description: TIAS 13071

First signed 11/16/1999
Last signed 11/16/1999
Entry into force (supplemented by last signed) 11/16/1999

stamped 04-482

C06542815

cover memo
DOI: 10.17028/rd.lboro.28912214
title: Supplementary information files for "Metal-organic frameworks of p-hydroxybenzoic acid: synthesis, structure and ring-opening polymerization capability."

description: Supplementary files for article "Metal-organic frameworks of p-hydroxybenzoic acid: synthesis, structure and ring-opening polymerization capability."<br><br>Two new, isostructural, metal–organic frameworks {[Co(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O)(DMF)]<sub>2</sub>}<sub><em>n</em></sub> and {[Mn(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O)(DMF)]<sub>2</sub>}<sub><em>n</em></sub> have been synthesised and structurally characterized. Use of <i>p</i>-hydroxybenzoic acid resulted in a three-dimensional MOF featuring a linker with a carboxylic group and a <i>para</i>-hydroxyl group. Ring opening polymerization of ε-caprolactone and δ-valerolactone has been performed using these MOFs as catalysts, and results compared with the known zinc MOF Zn(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O). The resulting products are predominantly cyclic polymers. The manganese and zinc MOFs exhibit significant recyclability during ring opening polymerization.<br><br>© The Author(s), CC BY-3.0 Unported license
DOI: 10.17028/rd.lboro.28912214.v1
title: Supplementary information files for "Metal-organic frameworks of p-hydroxybenzoic acid: synthesis, structure and ring-opening polymerization capability."

description: Supplementary files for article "Metal-organic frameworks of p-hydroxybenzoic acid: synthesis, structure and ring-opening polymerization capability."<br><br>Two new, isostructural, metal–organic frameworks {[Co(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O)(DMF)]<sub>2</sub>}<sub><em>n</em></sub> and {[Mn(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O)(DMF)]<sub>2</sub>}<sub><em>n</em></sub> have been synthesised and structurally characterized. Use of <i>p</i>-hydroxybenzoic acid resulted in a three-dimensional MOF featuring a linker with a carboxylic group and a <i>para</i>-hydroxyl group. Ring opening polymerization of ε-caprolactone and δ-valerolactone has been performed using these MOFs as catalysts, and results compared with the known zinc MOF Zn(O<sub>2</sub>CC<sub>6</sub>H<sub>4</sub>O). The resulting products are predominantly cyclic polymers. The manganese and zinc MOFs exhibit significant recyclability during ring opening polymerization.<br><br>© The Author(s), CC BY-3.0 Unported license
DOI: 10.7910/dvn/5zmzon
title: Executive Agreements Database, Statement Concerning the Agreement with Italy Concerning the Use of the Nato Northern Italian Pipeline System, with Annexes. Signed At Ft. Belvoir and Rome September 19 and 29, 2008. Entered Into Force September 29, 2008.

description: TIAS 08-929.1 TIAS 08-929.1 cover memo
DOI: 10.7910/dvn/f98ods
title: A09_17735.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/fbb1a721-dc03-d36e-b39c-b8578f69c0ae'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/fbb1a721-dc03-d36e-b39c-b8578f69c0ae
DOI: 10.7910/dvn/f2bvfb
title: Executive Agreements Database, Statement Concerning the Agreement with Afghanistan Amending The Strategic Objective Grant Agreement Of September 19, 2005, As Amended, For The Strategic Objective Of A Better Educated and Healthier Population, with Attachments Signed At Kabul December 4, 2008 Entered Into Force December 4, 2008

description: KAV 8569 cover memo
DOI: 10.7910/dvn/fso13q
title: A11_20530.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/ee9d4fe3-0af6-4140-a040-0e10ced612e8'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/ee9d4fe3-0af6-4140-a040-0e10ced612e8
DOI: 10.5281/zenodo.15316623
title: Data from: Minimal Tree Mortality Occurred in Southwestern USA Sky Islands During an Extended Drought

description: Abstract 




Persistent drought since the early 2000s has increased forest vulnerability to disturbances like insect outbreaks, wildfire, and hydraulic failure across the southwestern United States (US). Sky islands, characterized by geographic and climatic isolation and rich biodiversity, face heightened risks due to limited connectivity, restricted migration potential, and upslope range contraction of high-elevation species. This study quantified tree mortality rates across southwestern US sky island ecoregions, focusing on gradual disturbances (e.g., drought, insect colonization) rather than abrupt events (fire, thinning), and developed a 30-m predictive map of cumulative mortality (1997–2023). We manually interpreted high-resolution aerial imagery from 1,076 forest stands to quantify mortality rates, then combined these data with Landsat time series and Random Forest modeling to create a 30-m predictive mortality map. Changes in Landsat shortwave infrared (B5; 1.55–1.75 μm) were the top mortality predictor. Annualized mortality rates (0.4%) fell within typical western US background levels. Low mortality (<30%; ~1%/year) occurred in 94% of the area, while higher mortality (>80%; ~2.5%/year) was concentrated in fragmented high-elevation patches. The model had low-moderate accuracy (R²=0.28, RMSE=18%), highlighting challenges in capturing gradual disturbance effects using Landsat imagery. This study emphasizes the need for continued monitoring of background tree mortality rates throughout southwestern US sky islands and provides insights for monitoring tree mortality in other vulnerable, remote forest ecosystems.
DOI: 10.5281/zenodo.15316624
title: Data from: Minimal Tree Mortality Occurred in Southwestern USA Sky Islands During an Extended Drought

description: Abstract 




Persistent drought since the early 2000s has increased forest vulnerability to disturbances like insect outbreaks, wildfire, and hydraulic failure across the southwestern United States (US). Sky islands, characterized by geographic and climatic isolation and rich biodiversity, face heightened risks due to limited connectivity, restricted migration potential, and upslope range contraction of high-elevation species. This study quantified tree mortality rates across southwestern US sky island ecoregions, focusing on gradual disturbances (e.g., drought, insect colonization) rather than abrupt events (fire, thinning), and developed a 30-m predictive map of cumulative mortality (1997–2023). We manually interpreted high-resolution aerial imagery from 1,076 forest stands to quantify mortality rates, then combined these data with Landsat time series and Random Forest modeling to create a 30-m predictive mortality map. Changes in Landsat shortwave infrared (B5; 1.55–1.75 μm) were the top mortality predictor. Annualized mortality rates (0.4%) fell within typical western US background levels. Low mortality (<30%; ~1%/year) occurred in 94% of the area, while higher mortality (>80%; ~2.5%/year) was concentrated in fragmented high-elevation patches. The model had low-moderate accuracy (R²=0.28, RMSE=18%), highlighting challenges in capturing gradual disturbance effects using Landsat imagery. This study emphasizes the need for continued monitoring of background tree mortality rates throughout southwestern US sky islands and provides insights for monitoring tree mortality in other vulnerable, remote forest ecosystems.
DOI: 10.15468/dl.26tp2t
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates okaloosae (Moler, 1985))"
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009894-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/5qcbjw
title: A14_26246.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/670fb3f8-dd1d-4ce6-a256-5913f7e9be22'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/670fb3f8-dd1d-4ce6-a256-5913f7e9be22
DOI: 10.5281/zenodo.15204714
title: Grand unified theory of the universal manifold (GUTUM)

description: The Grand Unified Theory of the Universal Manifold (GUTUM) proposes a singular, integrative model of existence that harmonizes scientific, metaphysical, philosophical, and experiential domains into one coherent structure. Unlike conventional theories that isolate disciplines into reductionist frameworks, GUTUM originates from the substrate layer of reality—where consciousness, energy, and spacetime are expressions of recursive harmonic resonance across multiple brane substrates.
DOI: 10.5281/zenodo.15205153
title: Grand unified theory of the universal manifold (GUTUM)

description: The Grand Unified Theory of the Universal Manifold (GUTUM) proposes a singular, integrative model of existence that harmonizes scientific, metaphysical, philosophical, and experiential domains into one coherent structure. Unlike conventional theories that isolate disciplines into reductionist frameworks, GUTUM originates from the substrate layer of reality—where consciousness, energy, and spacetime are expressions of recursive harmonic resonance across multiple brane substrates.