cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13018/bmr97
title: Sequence-specific 1H-NMR assignments in rat-liver metallothionein-2
DOI: 10.13018/bmr102
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr103
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr104
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.15468/dl.gtxry5
title: Occurrence Download

description: A dataset containing 1613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "Month is one of (March, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Butea monosperma",
 "Year 2014-2026"
 ]
}

 The dataset includes 1613 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002625-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr105
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr106
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr107
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr108
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr109
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.15468/dl.kbazqh
title: Occurrence Download

description: A dataset containing 19518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tectona grandis",
 "Year 2005-2026"
 ]
}

 The dataset includes 19518 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002624-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr112
title: Conformational Studies by 1H Nuclear Magnetic Resonance of the Trypsin-Chymotrypsin Inhibitor B-III from Peanuts and Its Enzymatically Modified Derivative
DOI: 10.13018/bmr114
title: Three-dimensional structure of natural charybdotoxin in aqueous solution by 1H-NMR Charybdotoxin possesses a structural motif found in other scorpion toxins
DOI: 10.13018/bmr115
title: Assignment of the 1H Nuclear Magnetic Resonance Spectrum of the Trypsin Inhibitor E from Dendroaspis polylepis polylepis Two-dimensional Nuclear Magnetic Resonance at 500MHz
DOI: 10.13018/bmr116
title: Assignment of the 1H Nuclear Magnetic Resonance Spectrum of the Trypsin Inhibitor E from Dendroaspis polylepis polylepis Two-dimensional Nuclear Magnetic Resonance at 500MHz
DOI: 10.13018/bmr117
title: Assignment of the 1H Nuclear Magnetic Resonance Spectrum of the Trypsin Inhibitor Homologue K from Dendroaspis polylepis polylepis. Two-dimensional Nuclear Magnetic Resonance at 360 and 500 MHz.
DOI: 10.13018/bmr120
title: 1H-NMR sequential assignments and cation-binding studies of spinach plastocyanin
DOI: 10.13018/bmr121
title: 1H-NMR sequential assignments and cation-binding studies of spinach plastocyanin
DOI: 10.13018/bmr122
title: 1H-NMR sequential assignments and cation-binding studies of spinach plastocyanin
DOI: 10.13018/bmr123
title: The Secondary Structure of the Toxin ATX Ia from Anemonia sulcata in Aqueous Solution Determined on the Basis of Complete Sequence-specific 1H NMR Assignments
DOI: 10.13018/bmr126
title: Some structural features of the iron-uptake regulation protein
DOI: 10.13018/bmr127
title: Sequence-specific resonance assignments in the 1H nuclear-magnetic-resonance spectrum of the Lac repressor DNA-binding domain 1-51 from Escherichia coli by two-dimensional spectroscopy
DOI: 10.6084/m9.figshare.31400445
title: <b>Policy Brief: Ethical Governance for Healthcare Cybersecurity: A Protocol for Agentic Artificial Intelligence</b>

description: DEVELOPMENT OF A FRAMEWORK FOR ETHICAL GOVERNANCE AND CYBERSECURITY RESILIENCE IN HEALTHCARE SYSTEMS BASED ON AGENTIC ARTIFICIAL INTELLIGENCEaaif-cybersecurity-frameworkAgentic Artificial Intelligence Framework (AAIF) for Ethical Cybersecurity GovernanceAAIF Ethical Cybersecurity FrameworkThis repository contains code for the Agentic Artificial Intelligence Framework (AAIF) used in a doctoral research study...Note: Benchmark datasets (CICIDS2017, CSE-CIC-IDS2018, DARPA R6.2) are not redistributed to comply with dataset licensing; dataset cards and scripts for dataset preparation are included.
DOI: 10.6084/m9.figshare.31400445.v2
title: <b>Policy Brief: Ethical Governance for Healthcare Cybersecurity: A Protocol for Agentic Artificial Intelligence</b>

description: DEVELOPMENT OF A FRAMEWORK FOR ETHICAL GOVERNANCE AND CYBERSECURITY RESILIENCE IN HEALTHCARE SYSTEMS BASED ON AGENTIC ARTIFICIAL INTELLIGENCEaaif-cybersecurity-frameworkAgentic Artificial Intelligence Framework (AAIF) for Ethical Cybersecurity GovernanceAAIF Ethical Cybersecurity FrameworkThis repository contains code for the Agentic Artificial Intelligence Framework (AAIF) used in a doctoral research study...Note: Benchmark datasets (CICIDS2017, CSE-CIC-IDS2018, DARPA R6.2) are not redistributed to comply with dataset licensing; dataset cards and scripts for dataset preparation are included.
DOI: 10.6084/m9.figshare.31400445.v1
title: <b>Policy Brief: Ethical Governance for Healthcare Cybersecurity: A Protocol for Agentic Artificial Intelligence</b>

description: DEVELOPMENT OF A FRAMEWORK FOR ETHICAL GOVERNANCE AND CYBERSECURITY RESILIENCE IN HEALTHCARE SYSTEMS BASED ON AGENTIC ARTIFICIAL INTELLIGENCEaaif-cybersecurity-frameworkAgentic Artificial Intelligence Framework (AAIF) for Ethical Cybersecurity GovernanceAAIF Ethical Cybersecurity FrameworkThis repository contains code for the Agentic Artificial Intelligence Framework (AAIF) used in a doctoral research study...Note: Benchmark datasets (CICIDS2017, CSE-CIC-IDS2018, DARPA R6.2) are not redistributed to comply with dataset licensing; dataset cards and scripts for dataset preparation are included.
DOI: 10.13018/bmr131
title: Proton-NMR studies show that the Thr-102 mutant of yeast iso-1-cytochrome is a typical member of the eukaryotic cytochrome c family
DOI: 10.13018/bmr132
title: Secondary structure determination for alpha-neurotoxin from Dendroaspis polylepis polylepis based on sequence-specific 1H-nuclear-magnetic-resonance assignments
DOI: 10.13018/bmr133
title: Two-dimensional 1H-NMR investigation of ribonuclease T1 (Resonance assignments, secondary and low-resolution tertiary structures of ribonuclease T1)
DOI: 10.13018/bmr136
title: NMR Signal Assignments of Amide Protons in the alpha-Helical Domains of Staphylococcal Nuclease
DOI: 10.13018/bmr139
title: Structure of the Toxic Domain of the Escherichia coli Heat-Stable Enterotoxin ST I
DOI: 10.13018/bmr140
title: A 1H-NMR study of the solution conformation of secretin Resonance assignment and secondary structure
DOI: 10.15468/dl.xyh9cx
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Regulus regulus"
 ]
}

 The dataset includes 131 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002627-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr141
title: The Solution Conformation of the Antibacterial Peptide Cecropin A: A Nuclear Magnetic Resonance and Dynamical Simulated Annealing Study
DOI: 10.13018/bmr142
title: NMR Study of the Solution Conformation of Rat Atrial Natriuretic Factor 7-23 in Sodium Dodecyl Sulfate Micelles
DOI: 10.15468/dl.uuadr6
title: Occurrence Download

description: A dataset containing 3 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Pycnochromis atripes"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002630-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtcqt9
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrogastra ventricosa"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002629-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr144
title: Two-dimensional 1H Nuclear Magnetic Resonance Study of Pike pI 5.0 Parvalbumin (Esox lucius) Sequential Resonance Assignments and Folding of the Polypeptide Chain
DOI: 10.15468/dl.eqfzrm
title: Occurrence Download

description: A dataset containing 19485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((63.61309 4.42121,94.49736 4.42121,94.49736 34.52425,63.61309 34.52425,63.61309 4.42121))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tectona grandis",
 "Year 2015-2026"
 ]
}

 The dataset includes 19485 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002626-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr146
title: Assignment of the 1H Nuclear Magnetic Resonance Spectrum of the Proteinase Inhibitor IIA from Bull Seminal Plasma by Two-dimensional Nuclear Magnetic Resonance at 500 MHz
DOI: 10.13018/bmr148
title: Specific assignment of resonances in the 1H nuclear magnetic resonance spectrum of the polypeptide cardiac stimulant anthopleurin-A
DOI: 10.13018/bmr149
title: Specific assignment of resonances in the 1H nuclear magnetic resonance spectrum of the polypeptide cardiac stimulant anthopleurin-A
DOI: 10.13018/bmr150
title: Specific assignment of resonances in the 1H nuclear magnetic resonance spectrum of the polypeptide cardiac stimulant anthopleurin-A
DOI: 10.13018/bmr151
title: Specific assignment of resonances in the 1H nuclear magnetic resonance spectrum of the polypeptide cardiac stimulant anthopleurin-A
DOI: 10.13018/bmr161
title: NMR studies of the conformations of leghemoglobins from soybean and lupin
DOI: 10.13018/bmr162
title: 1H NMR Assignment and Secondary Structural Elements of Human Transforming Growth Factor alpha
DOI: 10.13018/bmr169
title: Proton NMR Studies of Plastocyanin: Assignment of Aromatic and Methyl Group Resonances from Two-Dimensional Spectra
DOI: 10.13018/bmr171
title: The assignment of the 1H nuclear magnetic resonance spectrum of azurin (An investigation of the 1H NMR spectrum of the blue copper protein, azurin, from Pseudomonas aeruginosa, with reference to the previously determined crystal structure)
DOI: 10.13018/bmr180
title: NMR studies of the conformations of leghemoglobins from soybean and lupin
DOI: 10.13018/bmr181
title: NMR studies of the conformations of leghemoglobins from soybean and lupin
DOI: 10.13018/bmr182
title: NMR studies of the conformations of leghemoglobins from soybean and lupin
DOI: 10.13018/bmr183
title: 1H NMR Assignment and Secondary Structural Elements of Human Transforming Growth Factor alpha
DOI: 10.15468/dl.xh4ntz
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terminalia chebula",
 "Year 2000-2026"
 ]
}

 The dataset includes 397 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002631-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr185
title: Proton NMR Studies of Plastocyanin: Assignment of Aromatic and Methyl Group Resonances from Two-Dimensional Spectra
DOI: 10.13018/bmr186
title: Proton NMR Studies of Plastocyanin: Assignment of Aromatic and Methyl Group Resonances from Two-Dimensional Spectra
DOI: 10.13018/bmr187
title: Proton NMR Studies of Plastocyanin: Assignment of Aromatic and Methyl Group Resonances from Two-Dimensional Spectra
DOI: 10.13018/bmr188
title: NMR Signal Assignments of Amide Protons in the alpha-Helical Domains of Staphylococcal Nuclease
DOI: 10.13018/bmr189
title: NMR Signal Assignments of Amide Protons in the alpha-Helical Domains of Staphylococcal Nuclease
DOI: 10.13018/bmr190
title: Proton-NMR studies show that the Thr-102 mutant of yeast iso-1-cytochrome is a typical member of the eukaryotic cytochrome c family
DOI: 10.13018/bmr191
title: One- and two-dimensional NMR studies of yeast phosphoglycerate kinase
DOI: 10.13018/bmr192
title: Determination of the Three-Dimensional Solution Structure of the C-Terminal Domain of CellobiohydrolOCe I from Trichodermi reesi. A Study using NMR and Hybrid distance Geometry-Dynamical Simulated Annealing.
DOI: 10.13018/bmr193
title: Solution conformation of endothelin determined by nuclear magnetic resonance and distance geometry.
DOI: 10.13018/bmr194
title: 1H-NMR study of endothelin, sequence-specific assignment of the spectrum and a solution structure
DOI: 10.13018/bmr195
title: Stereospecific Nuclear Magnetic Resonance Assignments of the Methyl Groups of Valine and Leucine in the DNA-Binding Domain of the 434 Repressor by Biosynthetically Directed Fractional 13C Labeling
DOI: 10.13018/bmr196
title: Determination of the Three-Dimensional Solution Structure of the C-Terminal Domain of CellobiohydrolOCe I from Trichodermi reesi. A Study using NMR and Hybrid distance Geometry-Dynamical Simulated Annealing.
DOI: 10.13018/bmr199
title: Determination of the Complete Three-dimensional Structure of the Trypsin Inhibitor from Squash Seeds in Aqueous Solution by Nuclear Magnetic Resonance and a Combination of Distance Geometry and Dynamical Simulated Annealing
DOI: 10.13018/bmr200
title: Proton NMR and CD solution conformation determination and opioid receptor binding studies of a dynorphin A(1-17) model peptide
DOI: 10.15468/dl.umvjje
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus insularis"
 ]
}

 The dataset includes 219 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002632-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13018/bmr216
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr217
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr218
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr219
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr220
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr221
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr222
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr223
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr224
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr225
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr226
title: 1H NMR Studies of Eukaryotic Cytochrome c Resonance Assignments and Iron-Hexacyanide-Mediated Electron Exchange
DOI: 10.13018/bmr227
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.13018/bmr228
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.13018/bmr229
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.13018/bmr233
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.13018/bmr234
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.5281/zenodo.18780667
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2026-02-26 — cumulative data.
DOI: 10.13018/bmr235
title: Determination of the Coordination Geometry at the Heme Iron in Three Cytochromes c from Saccharomyces cerevisiae and from Candida krusei Based on Individual 1H-NMR Assignments for Heme c and the Axially Coordinated Amino Acids
DOI: 10.13018/bmr236
title: Individual Assignments of Amide Protein Resonances in the Proton NMR Spectrum of the Basic Pancreatic Trypsin Inhibitor
DOI: 10.13018/bmr237
title: Systematic Application of Two-Dimensional 1H Nuclear-Magnetic-Resonance Techniques for Studies of Proteins 1. Combined Use of Spin-Echo-Correlated Spectroscopy and J-Resolved Spectroscopy for the Identification of Complete Spin Systems of
DOI: 10.13018/bmr238
title: Assignment of Aromatic Resonances in the H1 Nuclear Magnetic Resonance Spectra of Cardioactive Polypeptides from Sea Anemones
DOI: 10.13018/bmr239
title: Assignment of Aromatic Resonances in the H1 Nuclear Magnetic Resonance Spectra of Cardioactive Polypeptides from Sea Anemones
DOI: 10.13018/bmr240
title: Assignment of Aromatic Resonances in the H1 Nuclear Magnetic Resonance Spectra of Cardioactive Polypeptides from Sea Anemones
DOI: 10.13018/bmr241
title: Assignment of Aromatic Resonances in the H1 Nuclear Magnetic Resonance Spectra of Cardioactive Polypeptides from Sea Anemones
DOI: 10.6084/m9.figshare.31419119
title: Data and Code for: Coupling Coordination Degree and Driving Factors Between Urban Polycentric Spatial Structure and Park Green Space Equity

description: This repository contains the core dataset and custom analytical scripts supporting the research article: <i>"Coupling Coordination Degree and Driving Factors Between Urban Polycentric Spatial Structure and Park Green Space Equity"</i>. It provides all necessary materials for editors, peer reviewers, and future researchers to verify and reproduce the statistical analyses and machine learning visualizations presented in the study.<b>Contents of the Repository:</b><code><strong>database.xlsx</strong></code>: The main panel dataset containing all evaluated spatial and socioeconomic variables for the 102 sample cities in China (including the Polycentricity Index, Accessibility Index, Gini coefficient, Coupling Coordination Degree, etc.).<code><strong>PDP.py</strong></code><b> & </b><code><strong>shap.py</strong></code>: Python scripts used for fitting the Generalized Additive Model (GAM) to analyze non-linear driving factors, calculating SHAP values, and generating Partial Dependence Plots (PDP) and SHAP feature value density distributions.<code><strong>ReadMe.md</strong></code>: Detailed documentation providing a comprehensive data dictionary and explaining the methodological protocols (such as the GUI-based GIS workflows used for spatial metric calculations).<b>Note on Raw Spatial Data:</b> The underlying raw spatial datasets—such as the urban park boundaries (OpenStreetMap), the 100-meter population grid from China's 7th Census, terrain relief data, and administrative boundary vectors (NGCC)—are derived from publicly accessible databases. Due to file size constraints and licensing, they are not duplicated in this repository. However, stable URLs and DOIs for accessing these raw data sources are clearly listed in the attached ReadMe file and the manuscript's Data Availability Statement.