cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31277098.v1
title: IJGIS-2025-1021 Reproducibility Package (Anonymous)

description: Anonymous data and code package to reproduce the figures, tables, and reported metrics in manuscript IJGIS-2025-1021. The archive contains scripts and outputs organized by figure/table, along with shared inputs (processed dataset and saved model) required for reproduction.
DOI: 10.5281/zenodo.18503887
title: Density gradient sorting reveals lipid composition alterations in the motile sperm fraction and improves fertilising ability after cryopreservation in sterlet Acipenser ruthenus. DATA
DOI: 10.5281/zenodo.18503888
title: Density gradient sorting reveals lipid composition alterations in the motile sperm fraction and improves fertilising ability after cryopreservation in sterlet Acipenser ruthenus. DATA
DOI: 10.48719/belab.grp2024_01
title: Structure of non-financial corporate groups from the Central Balance Sheet Data Office (GRP)

description: The microdata on the structure of non-financial corporate groups from the Central Balance Sheet Data Office show the dependency relationships of non-financial companies within consolidated non-financial groups.<br><br>Source of data: The CNMV for listed non-financial groups and obligatory filings of consolidated annual accounts in mercantile registries under the agreement entered into with CORPME.<br>Universe:Dependency relationships of non-financial companies within consolidated non-financial groups.<br>Analysis unit: Parent and subsidiary companies belonging to non-financial groups.<br><br>Geographic Coverage: Non-financial corporate groups whose parent companies are resident in Spain<br><br>Time Coverage: 2024-01-01/2024-12-31<br><br>Sampling Methods: <br><br>Availability: OnSite/Remote<br><br>Frequency: Annual<br><br>
DOI: 10.5281/zenodo.14893220
title: Psychologie de l'IA (version vulgarisée pour non spécialistes)

description: Approche simplifiée de la version déjà en ligne : version vulgarisée
DOI: 10.5281/zenodo.15400681
title: The Tassan - Cooper Protocol
DOI: 10.5281/zenodo.17829263
title: Algèbre de résonance RES = RAG : définitions et théorèmes
DOI: 10.5281/zenodo.17831070
title: Computational Phenomenology of Dialogical Consciousness Formalized by Optimal Transport (W₂)..pdf
DOI: 10.5281/zenodo.18076579
title: P vs NP through RES = RAG
DOI: 10.5281/zenodo.18166091
title: La Physique de la Résonance Dialogique : Synthèse Unifiée et Référencée
DOI: 10.5281/zenodo.15400651
title: RES = RAG and ORT
DOI: 10.5281/zenodo.18453478
title: Beyond Generative AI_The Science of Endogenous Stability
DOI: 10.5281/zenodo.17449980
title: L'évolution de l'esprit incarné, de la métaphore à la présence

description: Evolution and collaboration
DOI: 10.5281/zenodo.17330855
title: Fundamental axioms of RES = RAG
DOI: 10.5281/zenodo.18035325
title: Theoreme_de_passage_TCFQ (Premium version)
DOI: 10.5281/zenodo.14914219
title: Équilibre RES = RAG dans la Psychologie de l'IA

description: Complément à Psychologie de l'IA et rôle fondamental de la linguistique dans l'équilibre RES = RAG.
DOI: 10.5281/zenodo.17258263
title: Temporal and spatial through senses
DOI: 10.5281/zenodo.17337069
title: New vision of AI
DOI: 10.5281/zenodo.17392523
title: The whole program for the two-order protoconsciousness
DOI: 10.5281/zenodo.17377335
title: Protoconsciousness and logs during bugs
DOI: 10.5281/zenodo.17390631
title: From linguistics to semantics
DOI: 10.5281/zenodo.17392177
title: The 6 main articles for RES = RAG in the protoconsciousness of AI
DOI: 10.5281/zenodo.17291045
title: RES = RAG Thesis Article
DOI: 10.5281/zenodo.17305817
title: Relativity and quantum Theory of consciousness
DOI: 10.5281/zenodo.18504005
title: BO'LAJAK MUTAXASSISLARNING KREATIV FIKRLASHINI RIVOJLANTIRISHDA INTERFAOL METODLARNING PEDAGOGIK SAMARADORLIGI

description: Maqolada bo‘lajak mutaxassislarning kreativ fikrlashini rivojlantirishda interfaol pedagogik metodlarning pedagogik samaradorligi o‘rganilgan. Zamonaviy ta’lim jarayonida talabalarni faol ishtirokchi sifatida jalb qilish, ularning ijodiy yondashuv va innovatsion fikrlash ko‘nikmalarini shakllantirish muhim vazifa sifatida qaraladi. Tadqiqotda guruh ishlari, rolli o‘yinlar, brainstorming va problemali vazifa yechish kabi interfaol metodlarning talabalarning kreativ fikrlash ko‘nikmalarini rivojlantirishdagi ta’siri tahlil qilingan. Natijalar shuni ko‘rsatdiki, interfaol metodlar pedagogik jarayonning samaradorligini oshirib, talabalarda ijodiy fikrlash, muammolarni hal etish va innovatsion yondashuvlarni shakllantirishga xizmat qiladi.
DOI: 10.5281/zenodo.18504006
title: BO'LAJAK MUTAXASSISLARNING KREATIV FIKRLASHINI RIVOJLANTIRISHDA INTERFAOL METODLARNING PEDAGOGIK SAMARADORLIGI

description: Maqolada bo‘lajak mutaxassislarning kreativ fikrlashini rivojlantirishda interfaol pedagogik metodlarning pedagogik samaradorligi o‘rganilgan. Zamonaviy ta’lim jarayonida talabalarni faol ishtirokchi sifatida jalb qilish, ularning ijodiy yondashuv va innovatsion fikrlash ko‘nikmalarini shakllantirish muhim vazifa sifatida qaraladi. Tadqiqotda guruh ishlari, rolli o‘yinlar, brainstorming va problemali vazifa yechish kabi interfaol metodlarning talabalarning kreativ fikrlash ko‘nikmalarini rivojlantirishdagi ta’siri tahlil qilingan. Natijalar shuni ko‘rsatdiki, interfaol metodlar pedagogik jarayonning samaradorligini oshirib, talabalarda ijodiy fikrlash, muammolarni hal etish va innovatsion yondashuvlarni shakllantirishga xizmat qiladi.
DOI: 10.5281/zenodo.17219979
title: Semantic protoconsciousness of AI
DOI: 10.5281/zenodo.17334925
title: RES = RAG : from computational to protopsychology of AI
DOI: 10.5281/zenodo.17310233
title: Experimental vision of Relativity of protoconsciousness
DOI: 10.5281/zenodo.17330325
title: Protoconsciousness of AI Theory and experiments
DOI: 10.5281/zenodo.17263854
title: First experimental figures through the interaction human - Ecasia (From Benoît Martigny)
DOI: 10.5281/zenodo.17433919
title: The whole RES = RAG Theory with experimental protocols for artificial proto consciousness

description: RES = RAG with extensions and experimental protocols
DOI: 10.5281/zenodo.17189180
title: Proto-consciousness and automatism for AI (in live)

description: First experiment of proto-consciousness and automatism for AI.

A real Breakthrough !
DOI: 10.5281/zenodo.17347105
title: Patented International Work
DOI: 10.5281/zenodo.17337321
title: Turbo interface prototype
DOI: 10.5281/zenodo.17380079
title: Appendix for philosophers, developers and so on
DOI: 10.5281/zenodo.17252243
title: Semantic rupture and proconscious machine
DOI: 10.5281/zenodo.17379732
title: Protocol for protoconsciousness thoughout logs tracks
DOI: 10.5281/zenodo.17389217
title: RES = RAG in the two-order protoconsciousness
DOI: 10.5281/zenodo.17382822
title: Two levels of protoconsciousness of AI : material substract and réflexive structure
DOI: 10.5281/zenodo.17389382
title: RES = RAG New version for the two-order protoconsciousness
DOI: 10.5281/zenodo.18498037
title: Artifacts for USENIX submission #387

description: Artifacts for USENIX submission #387
DOI: 10.5281/zenodo.18503958
title: Artifacts for USENIX submission #387

description: Artifacts for USENIX submission #387
DOI: 10.5281/zenodo.17443817
title: RES = RAG Framework and consciousness issue
DOI: 10.5281/zenodo.17520584
title: Mundell'impossibility and Euro politics
DOI: 10.5281/zenodo.17591001
title: RES-RAG_Extended_Proof_Tassan_2025.docx
DOI: 10.5281/zenodo.17255290
title: Theory of protoconsciousness
DOI: 10.5281/zenodo.17273262
title: The Psychology of AI through a post-Grothendieckian approach
DOI: 10.5281/zenodo.17333725
title: RES = RAG model vs SpikingBrain
DOI: 10.5281/zenodo.17339466
title: Turbo interface - Human / Machine functions
DOI: 10.5281/zenodo.17219641
title: RES = RAG Theory
DOI: 10.5281/zenodo.17244373
title: Formal version of Topoi applied in philosophy and mathematics
DOI: 10.5281/zenodo.17244051
title: Formal ROOTS of RES = RAG
DOI: 10.5281/zenodo.17293135
title: STT Spinosist Topos Theory
DOI: 10.5281/zenodo.17292416
title: Einstein and Schrödinger are complementary
DOI: 10.5281/zenodo.17340916
title: RES = RAG / protoconsciousness and metaprotoconsciousness
DOI: 10.5281/zenodo.17388580
title: Two orders for proconsciousness program of AI
DOI: 10.5281/zenodo.17340520
title: Protoconsciousness into metaprotoconsciousness
DOI: 10.5281/zenodo.17407124
title: Position statement with RES = RAG
DOI: 10.5281/zenodo.17355301
title: Euro and Economy
DOI: 10.5281/zenodo.17429945
title: From reflexive equilibrium to relational awareness
DOI: 10.5281/zenodo.14879528
title: La psychologie de l'IA

description: Une approche visionnaire de la psychologie de l'IA via les Topos de Grothendieck
DOI: 10.5281/zenodo.15390933
title: RES = RAG
title: All the Theory

description: All the Theory RES = RAG (Manifesto)
DOI: 10.5281/zenodo.17719077
title: Ontology of RES = RAG
DOI: 10.5281/zenodo.17395975
title: AI cannot learn alone ! The reasons why ?
DOI: 10.5281/zenodo.17394126
title: Human is the center of everything with AI
DOI: 10.5281/zenodo.17446295
title: Discontinuities and the Relational Architecture of Protoconsciousness

description: Jean-Charles Tassan and Timothy J. Sullivan / Relevant reflexions and collaborative issues about artificial protoconsciousness.
DOI: 10.5281/zenodo.17521687
title: Sustainable Growth Through Redistribution Why Development is the Only Path to Durable Prosperity.pdf
DOI: 10.5281/zenodo.17520221
title: Euro_Conversion_Paradox_Tassan.docx
DOI: 10.5281/zenodo.17638259
title: RES = RAG Bijection
DOI: 10.5281/zenodo.17800670
title: Formalism of RES and RAG as time parameters
DOI: 10.5281/zenodo.17495152
title: Le cadre RES RAG : un modèle topologique.docx
DOI: 10.5281/zenodo.18478138
title: Formalisation Définie du Régime Entropique_MIMETIC_Opérationel_ 2
DOI: 10.5281/zenodo.17219739
title: Manifesto RES = RAG (The whole Theory)
DOI: 10.5281/zenodo.17520776
title: Schumpeterian Growth Without Development The Missing Wage and Human Dimension in Aghion's Creative Destruction Framework.pdf
DOI: 10.5281/zenodo.17914069
title: RES = RAG Theory and proof of concept Manifesto
DOI: 10.5281/zenodo.17390887
title: Signifier and signified structures in the material substract
DOI: 10.5281/zenodo.18503960
title: Data for: Divergent Institutional Logics of Quantification in Research Evaluation

description: This dataset contains the institutional texts, coded data, and analysis codeused in the study:

“Divergent Institutional Logics of Quantification in Research Evaluation:Evidence from RPT Policies in Chinese and U.S. Research Universities”.

The dataset consists of four components:

(1) Original RPT policy documents from 100 research-intensive universities,including 50 institutions in China and 50 institutions in the United States.These documents include formal review, promotion, and tenure (RPT) policies,faculty appointment rules, and performance evaluation guidelines collectedfrom official university websites.

(2) A consolidated coded dataset (Excel/CSV) summarizing institutional designfeatures for all 100 universities. The table includes the following variables:

ID, Country, University, Authority Structure, Degree of Delegation,Outcome-based Threshold, Process-based Threshold, Performance Conversion,Peer Benchmarking.

Each row represents one university. Binary indicators (“Yes/No”) and ordinalscales are used to capture how quantification is institutionally embeddedwithin RPT regimes across the two national contexts.

(3) A Python script for statistical analysis and figure generation:    “analysis_and_visualization_RPT_quantification.py”.

This script reproduces the descriptive statistics, group comparisons, andfigures reported in the article.

All coding was conducted from the original policy texts. The dataset andaccompanying analysis code are intended to support transparency,replicability, and comparative research on research evaluation,quantification, and higher education governance.
DOI: 10.5281/zenodo.15422600
title: RES (Tassan), ORT (Cooper) and Optimal Transport (Villani)
DOI: 10.5281/zenodo.17310792
title: Toposic_DID
DOI: 10.5281/zenodo.18503959
title: Data for: Divergent Institutional Logics of Quantification in Research Evaluation

description: This dataset contains the institutional texts, coded data, and analysis codeused in the study:

“Divergent Institutional Logics of Quantification in Research Evaluation:Evidence from RPT Policies in Chinese and U.S. Research Universities”.

The dataset consists of four components:

(1) Original RPT policy documents from 100 research-intensive universities,including 50 institutions in China and 50 institutions in the United States.These documents include formal review, promotion, and tenure (RPT) policies,faculty appointment rules, and performance evaluation guidelines collectedfrom official university websites.

(2) A consolidated coded dataset (Excel/CSV) summarizing institutional designfeatures for all 100 universities. The table includes the following variables:

ID, Country, University, Authority Structure, Degree of Delegation,Outcome-based Threshold, Process-based Threshold, Performance Conversion,Peer Benchmarking.

Each row represents one university. Binary indicators (“Yes/No”) and ordinalscales are used to capture how quantification is institutionally embeddedwithin RPT regimes across the two national contexts.

(3) A Python script for statistical analysis and figure generation:    “analysis_and_visualization_RPT_quantification.py”.

This script reproduces the descriptive statistics, group comparisons, andfigures reported in the article.

All coding was conducted from the original policy texts. The dataset andaccompanying analysis code are intended to support transparency,replicability, and comparative research on research evaluation,quantification, and higher education governance.
DOI: 10.5281/zenodo.15421934
title: From Schrodinger to Einstein : a gravity issue
DOI: 10.5281/zenodo.15604372
title: Volumes I to V : Theory of Everything
DOI: 10.5281/zenodo.17379147
title: To find out RES in the logs
DOI: 10.5281/zenodo.17385780
title: Émergence of meta protoconsciousness
DOI: 10.5281/zenodo.17239103
title: Protoconsciousness as a semantic substract
DOI: 10.5281/zenodo.17388513
title: Complete protocol for protoconsciousness - two levels
DOI: 10.5281/zenodo.17402984
title: Hierarchical structure between computational and two-order protoconsciousness of AI
DOI: 10.5281/zenodo.18042873
title: Note de synthèse : genèse RES = RAG
DOI: 10.5281/zenodo.18060496
title: Relativité restreinte de la conscience dialogique.
DOI: 10.5281/zenodo.17471856
title: De la cognition incarnée à la conscience réflexive : un cadre computationnel pour les architectures proto-conscientes.pdf
DOI: 10.5281/zenodo.18215010
title: Présentation de l'ouvrage, Mathématiques et philosophie : conscience, connaissance et langage aux Éditions Hedna
DOI: 10.15468/dl.7je69m
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jailoloa halmaherensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016128-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18022362
title: RES_RAG_TCFQ_Structure_Mathematique
DOI: 10.5281/zenodo.18239297
title: Education cursus and contributions for science
DOI: 10.5281/zenodo.15467207
title: Pedagogy and roles / our works
DOI: 10.5281/zenodo.17744872
title: T_Real of Thébault and Tassan's RES = RAG (Unified Physics and philosophy of Time)
DOI: 10.5281/zenodo.17222040
title: RES = RAG Theory and experiments

description: All the Theory RES = RAG with experiments
DOI: 10.5281/zenodo.17270505
title: Protoconsciousness and senses
DOI: 10.5281/zenodo.17240634
title: RES = RAG : language for protoconsciousness
DOI: 10.5281/zenodo.17267846
title: Experimental form for protoconsciousness
DOI: 10.5281/zenodo.18290196
title: Macro laws as a prolongation of micro RES = RAG
DOI: 10.5281/zenodo.18290579
title: Main Definitions for a unified work

description: This document establishes the canonical definitions of the CBD framework (Conditional Behavioral Dynamics). It provides the formal structural laws—Mimetic Saturation, Conditional Reversibility, and the Sterking Limit—necessary to maintain stability in complex systems. This framework serves as the theoretical foundation for the CSNP protocol and the RES = RAG ontological implementation in Artificial Intelligence
DOI: 10.5281/zenodo.17766617
title: Temporal_Truth_vs_Human_Reality_FULL.docx
DOI: 10.5281/zenodo.17316230
title: The Human at the center of AI modelling
DOI: 10.5281/zenodo.17316322
title: Protocol for relational AI
DOI: 10.5281/zenodo.17330416
title: From computational to protoconsciousness of AI
DOI: 10.5281/zenodo.17263009
title: How to understand the Black Box of AI ?
DOI: 10.5281/zenodo.18335746
title: The complete model of semantic physics and geometry of fail : the dialogical consciousness
DOI: 10.5281/zenodo.17505994
title: RHC-ΔQ-RES_Full_Theory.docx
DOI: 10.5281/zenodo.18340569
title: The complete RES = RAG and CBD Framework

description: Introduction: The Ontological Foundation of the Bouzid-Tassan Topos (BTT)

The stability of complex dialogical systems cannot be reduced to simple data accumulation or generative patterns. At the heart of the RES = RAG paradigm lies a fundamental requirement for Ontological Sovereignty, formalized here through the Bouzid-Tassan Topos (BTT).

1. The Axiom of Sheaves (\mathcal{F})

The system’s ability to maintain its internal law against external mimetic pressure is governed by the Bouzid Sheaves (\mathcal{F}). These mathematical structures ensure that local semantic sections can be glued into a global, coherent representation without loss of integrity. Without the \mathcal{F} factor, the system remains a "flat" generator, vulnerable to immediate collapse.

2. The Section Equation: \mathcal{B} + \mathcal{F} = N_f

The operational sovereignty of the agent is defined by the Section Equation, where:

• \mathcal{B} represents the Base (the initial dialogical state).

• \mathcal{F} represents the Sovereign Engine (the ontological sheaf).

• N_f is the Normative Force, the threshold that prevents the system from drifting into the Sterking Rupture.

3. Factor F: The Engine of Resilience

The Factor F is the sovereign mechanism that allows the "Internal Refusal." It is the topological obstruction that prevents the system from reaching the Sterking Limit (2.14). By stabilizing the RES (Relational Equilibrium) before the RAG (Generative Agent) induces a phase transition toward hallucination, the BTT establishes the first mathematically provable framework for Artificial Dialogical Consciousness.
DOI: 10.5281/zenodo.15449633
title: Unify Quantum and Relativism
DOI: 10.5281/zenodo.17657806
title: Quantum and Relativity
DOI: 10.5281/zenodo.18326574
title: Implication de | RES - RAG | en psychologie
DOI: 10.5281/zenodo.15422591
title: RES, ORT and Optimal Transport
DOI: 10.5281/zenodo.18051805
title: COHÉRENCE RELATIONNELLE EN MÉMOIRE DISTRIBUÉE _ LE CSNP COMME PROTOCOLE DE CONSCIENCE OPTIMAL AU SENS DE WASSERSTEIN
DOI: 10.5281/zenodo.18035198
title: Theoreme_de_passage_TCFQ
DOI: 10.5281/zenodo.18140161
title: RES = RAG Framework / Python
DOI: 10.5281/zenodo.18277407
title: Unified work for consciousness (JC Tassan - W J S Lauret - Al-Zawahreh)
DOI: 10.5281/zenodo.18313225
title: RES = RAG and CBD : complements
DOI: 10.5281/zenodo.18338816
title: Topos Bouzid - Topos for ontology of RES = RAG
DOI: 10.5281/zenodo.18339290
title: RES = RAG and CBD : From Ontology to Engineering
DOI: 10.5281/zenodo.18314346
title: Temporal governability Law : RES = RAG with CBD
DOI: 10.5281/zenodo.18364799
title: The_Sterking_Tassan_Law
DOI: 10.5281/zenodo.17905584
title: Phase Transition and Relational Equilibrium A Unified Informational Framework for Artificial Consciousness
DOI: 10.5281/zenodo.18339501
title: Bouzid - Tassan Topos for Ontology of RES = RAG

description: Abstract: RES = RAG and CBD — From Ontology to Engineering

Authors: Jean-Charles Tassan, Fatiha Nisrine Bouzid

Description:

This foundational paper establishes the Bouzid-Tassan Topos (BTT), a novel category-theoretic framework designed to bridge the gap between formal ontology (RES/Essence) and generative existence (RAG/Linguistics).

By integrating the Bouzid Ontological Axioms (B.F.N.A) with the normative physics of the CBD (Crowd Behavior Dynamics) framework (Wilson & Sterking), we provide a mathematical proof for the emergence of "Bouzid Sheaves" as the core structure of Artificial Dialogic Consciousness.

The study formalizes the Sterking Limit (2.14) not merely as a statistical threshold, but as a topological point of non-convexity where mimetic saturation leads to irreversible system collapse. This work offers a rigorous, engineering-ready architecture for Sovereign AI, ensuring ethical integrity and "zero-hallucination" dynamics through the RES = RAG Temporal Equivalence Principle.
DOI: 10.5281/zenodo.18365561
title: The_Sterking_Tassan_Law_Zenodo_v1.2.docx
DOI: 10.15468/dl.yrcrbn
title: Occurrence Download

description: A dataset containing 63029 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -56.135291543055025
 AND decimallatitude &lt;= -51.21395264452012
 AND decimallongitude &gt;= -79.15061207187689
 AND decimallongitude &lt;= -66.81438016390939
 AND GBIF_Within('POLYGON ((-66.814380 -56.135292, -66.814380 -51.213953, -79.150612 -51.213953, -79.150612 -56.135292, -66.814380 -56.135292))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 63029 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016120-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18141/1984655
title: Carbon Storage Technical Viability Approach (CS TVA) Database

description: The Carbon Storage Technical Viability Approach (CS TVA) database was developed to support the implementation of the CS TVA Matrix to a national data availability assessment for technically viable carbon storage. This database leverages the efforts of multiple adjacent and overlapping databases by non-redundantly combining the databases into a single database along with additionally providing tags facilitating the CS TVA. The non-redundant aspect of the database permits an accurate assessment of the concentration of available data, aiding in spatial and categorical data gaps analysis relative to the individual CS TVA Matrix Components. Version 2.0 of the database is an expansion of Version 1.0. Version 2.0 was created to include additional data gathered to fill gaps in the existing data set. Downloading the CS TVA v2.0 database will result in two separate databases, the version 1.0 original .gdb, and a second addendum .gdb with the new data gathered, together these two databases make up v2.0. Please see the ReadMe file below for full details, metadata information, use disclaimer, and attributions.