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Cultural Heritage Risk Assessment Based on Explainable Machine Learning Models: A Case Study of the Ancient Tea Horse Road in China
14 references·0 citing·42 second hop
Cultural Heritage Risk Assessment Based on Explainable Machine Learning Models: A Case Study of the Ancient Tea Horse Road in China (2025)Cultural Heritage Risk Assessment Based o…Assessing attribute performance and older adults’ satisfaction with transit services: Implications for age-friendly planning (2025)Assessing attribute performan…A new fire damage index to assess the vulnerability of immovable cultural heritage (2024)A new fire damage index to as…Cultural heritage sites risk assessment based on RS and GIS—takes the Fortified Manors of yongtai as an example (2023)Cultural heritage sites risk …Assessment of urbanization impact on cultural heritage based on a risk-based cumulative impact assessment method (2023)Assessment of urbanization im…Architectural Cultural Heritage Conservation: Fire Risk Assessment of Ancient Vernacular Residences Based on FAHP and EWM (2023)Architectural Cultural Herita…Time-varying and non-linear associations between metro ridership and the built environment (2022)Time-varying and non-linear a…To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults (2021)To walk or not to walk? Exami…Risk protection for cultural heritage and historic centres: Current knowledge and further research needs (2021)Risk protection for cultural …Review of vulnerability indicators for fire risk assessment in cultural heritage (2021)Review of vulnerability indic…Climate change impacts on cultural heritage: A literature review (2021)Climate change impacts on cul…Dealing with multiple hazards and threats on cultural heritage sites: an assessment of 80 case studies (2019)Dealing with multiple hazards…An integrated approach for assessing the vulnerability of World Heritage Sites to climate change impacts (2019)An integrated approach for as…An Indicator for Post-disaster Economic Loss Valuation of Impacts on Cultural Heritage (2019)An Indicator for Post-disaste…Are cultural heritage and resources threatened by climate change? A systematic literature review (2017)Are cultural heritage and res…Climate for Culture: assessing the impact of climate change on the future indoor climate in historic buildings using simulations (2015)From decarbonization to low carbon development and transition: A systematic literature review of the conceptualization of moving toward net-zero carbon dioxide emission (1995–2019) (2020)Sendai Framework for Disaster Risk Reduction 2015-2030 (2018)Adapting cultural heritage to climate change impacts in the Netherlands: barriers, interdependencies, and strategies for overcoming them (2020)Resilience against crises: COVID-19 and lessons from natural disasters (2020)Post-disaster recovery in urban and rural communities: Challenges and strategies (2021)The atlas of climate change impact on European cultural heritage : scientific analysis and management strategies (2010)Adapting Cultural Heritage to Climate Change Risks: Perspectives of Cultural Heritage Experts in Europe (2018)Climate change-induced disasters and cultural heritage: Optimizing management strategies in Central Europe (2021)Safeguarding cultural heritage from climate change related hydrometeorological hazards in Central Europe (2021)World Heritage Sites in developing countries: Assessing impacts and handling complexities toward sustainable tourism (2021)Cultural Capital (1999)Contingent Valuation: Controversies and Evidence (2001)A simplified methodology for risk analysis of historic centers: the world heritage site of San Gimignano, Italy (2021)Understanding the Impacts of the October 2017 Portugal Wildfires on Cultural Heritage (2021)Operational Guidelines for the Implementation of the World Heritage Convention (2023)The Venice Charter: International Charter for the Conservation and Restoration of Monuments and Sites (1964)Fire Risk Index for Historic Buildings (2001)Measuring vulnerability to natural hazards: towards disaster resilient societies (2007)Fire risk level prediction of timber heritage buildings based on entropy and XGBoost (2023)Travel demand and the 3Ds: Density, diversity, and design (1997)Travel and the Built Environment: A Synthesis (2001)Travel and the Built Environment (2010)Nonlinear and synergistic effects of TOD on urban vibrancy: Applying local explanations for gradient boosting decision tree (2021)The 15-minute city for all? – Measuring individual and temporal variations in walking accessibility (2022)Exploring the spatiotemporal patterns and correlates of urban vitality: Temporal and spatial heterogeneity (2023)How Accessibility Shapes Land Use (1959)Influences of Built Environments on Walking and Cycling: Lessons from Bogotá (2009)Exploring nonlinear effects of built environment on jogging behavior using random forest (2023)Nonlinear, threshold and synergistic effects of first/last-mile facilities on metro ridership (2023)The coupling and coordination degree of urban resilience system: A case study of the Chengdu–Chongqing urban agglomeration (2023)How to make a decision: The analytic hierarchy process (1990)Risk management — Principles and guidelines (2009)Research on Geographical Environment Unit Division Based on the Method of Natural Breaks (Jenks) (2013)The Impact of Urbanization on Cultural Heritage Buildings in Jordan: As-Salt as a Case Study (2023)Using natural language processing to evaluate local conservation text: A study of 624 documents from 303 sites of the World Heritage Cities Programme (2024)Sustaining the Fabric of Time: Urban Heritage, Time Rupture, and Sustainable Development (2025)Adaptive measures for preserving heritage buildings in the face of climate change: A review (2023)Emerging trends in GIS application on cultural heritage conservation: a review (2024)Research on Spatial Distribution Characteristics and Correlation Degree of the Historical and Cultural Towns (Villages) in China (2023)Balancing priorities: An importance-performance analysis of architectural heritage protection in China's historical cities (2024)Cultural Heritage Sites Risk Assessment and Management Using a Hybridized Technique Based on GIS and SWOT-AHP in the Ancient City of Ibb, Yemen (2024)
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References

  • 2021Climate change impacts on cultural heritage: A literature review577 cited
  • 2021To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults462 cited
  • 2017Are cultural heritage and resources threatened by climate change? A systematic literature review379 cited
  • 2022Time-varying and non-linear associations between metro ridership and the built environment185 cited
  • 2019An integrated approach for assessing the vulnerability of World Heritage Sites to climate change impacts167 cited
  • 2019Dealing with multiple hazards and threats on cultural heritage sites: an assessment of 80 case studies94 cited
  • 2021Review of vulnerability indicators for fire risk assessment in cultural heritage76 cited
  • 2021Risk protection for cultural heritage and historic centres: Current knowledge and further research needs60 cited
  • 2023Assessment of urbanization impact on cultural heritage based on a risk-based cumulative impact assessment method59 cited
  • 2019An Indicator for Post-disaster Economic Loss Valuation of Impacts on Cultural Heritage40 cited
  • 2023Cultural heritage sites risk assessment based on RS and GIS—takes the Fortified Manors of yongtai as an example35 cited
  • 2023Architectural Cultural Heritage Conservation: Fire Risk Assessment of Ancient Vernacular Residences Based on FAHP and EWM22 cited
  • 2024A new fire damage index to assess the vulnerability of immovable cultural heritage

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17 cited
  • 2025Assessing attribute performance and older adults’ satisfaction with transit services: Implications for age-friendly planning9 cited
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