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        <identifier>oai:figshare.com:article/33338466</identifier>
        <datestamp>2026-10-01T06:23:33Z</datestamp>
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          <dc:title>DPRAGS Framework - Analytical Protocol and Executable Implementation (v2.0)</dc:title>
          <dc:creator>Francis Deng Clement (23396446)</dc:creator>
          <dc:creator>Shutian Zhou (23681127)</dc:creator>
          <dc:subject>Urban and regional planning not elsewhere classified</dc:subject>
          <dc:subject>Human geography not elsewhere classified</dc:subject>
          <dc:subject>Civil engineering not elsewhere classified</dc:subject>
          <dc:subject>Environmental management</dc:subject>
          <dc:subject>urban resilience</dc:subject>
          <dc:subject>disaster refuge</dc:subject>
          <dc:subject>green infrastructure</dc:subject>
          <dc:subject>multi-hazard risk</dc:subject>
          <dc:subject>AHP</dc:subject>
          <dc:subject>Ga2SFCA</dc:subject>
          <dc:subject>location-allocation</dc:subject>
          <dc:subject>maximal coverage</dc:subject>
          <dc:subject>reproducibility</dc:subject>
          <dc:subject>Nantong</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;Executable implementation of the DPRAGS (Disaster Prevention and Relief Accessible Green Spaces) decision-support framework described in &lt;i&gt;“A Reproducible Multi-Criteria Decision-Support Framework for Climate-Resilient Urban Refuge Green-Space Planning: An Illustrative Nantong Case”&lt;/i&gt; (Clement and Zhou).&lt;/p&gt;&lt;p dir="ltr"&gt;Version 2.0 implements the revised specification, including restrictive multi-hazard eligibility; AHP weighting from expert pairwise-comparison matrices with consistency checking; detection of non-discriminating hazard inputs; nested refuge tiers with phase-specific demand; raw network-based Gaussian two-step floating catchment area (Ga2SFCA) accessibility; a splittable capacity-constrained maximal-coverage model; and the nested M1–M4 comparison evaluated using a common tier-specific demand-coverage outcome.&lt;/p&gt;&lt;p dir="ltr"&gt;The package includes a pinned software environment, configuration and parameter templates, data-source and provenance documentation, sensitivity-analysis and mapping scripts, and a synthetic test case with an end-to-end smoke test. The supplied test package has been verified successfully with &lt;b&gt;23/23 checks passed&lt;/b&gt;.&lt;/p&gt;&lt;p dir="ltr"&gt;The repository does not contain Nantong-specific spatial input layers, expert-elicited AHP matrices, empirically estimated refuge-demand fractions for Nantong, or executed Nantong empirical results. The included synthetic data are artificial and are provided solely to verify that the analytical workflow executes correctly. City-specific applications therefore require users to supply the relevant public spatial datasets and locally validated parameters.&lt;/p&gt;</dc:description>
          <dc:date>2026-10-01T06:23:33Z</dc:date>
          <dc:type>Software</dc:type>
          <dc:type>Software</dc:type>
          <dc:identifier>10.6084/m9.figshare.33338466.v3</dc:identifier>
          <dc:relation>https://figshare.com/articles/software/DPRAGS_Framework_Analytical_Protocol_and_Implementation_Materials/33338466</dc:relation>
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