4.7 Article

Integrating Copernicus Satellite Products and Ground-Truthing for Documenting and Monitoring the Impact of the 2022 Extreme Floods in Pakistan on Cultural Heritage

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REMOTE SENSING
卷 15, 期 10, 页码 -

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MDPI
DOI: 10.3390/rs15102518

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archaeology; Pakistan; floods; risk assessment; satellite remote sensing; Sentinel-1; Sentinel-2; Global Flood Monitoring; ground-truthing; UNESCO

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The catastrophic floods in Pakistan in 2022, caused by climate change, highlight the need to assess damage to archaeological sites and monuments in addition to people and infrastructure. This paper proposes an integrated approach using satellite imagery and ground-truthing to collect evidence and improve risk management plans. The methodology was tested on UNESCO and other heritage sites in Khyber Pakhtunkhwa and Sindh regions, demonstrating its potential in post-disaster mapping and decision-making for risk management.
The catastrophic floods that hit Pakistan in summer 2022 represent the latest example of climate change-induced extreme events occurring in South Asia. In addition to the dramatic impact on population and infrastructures, this event threatened UNESCO World Heritage Sites (WHS) and properties of national interest. However, while a wealth of national and international mapping initiatives were conducted based on satellite imagery to assess damage to people, buildings and economic goods, the impact caused to archaeological sites and monuments has not been fully unveiled yet. To bridge this gap and provide an integrated approach that can be used by local end-users to assess damage and, in turn, collect evidence to inform and improve risk management plans, the present paper integrates Sentinel-1 and 2 imagery and mapping products derived from them (e.g., Copernicus Emergency Management Service Global Flood Mapping) with ground-truthing and geospatial datasets. Through a multidisciplinary collaboration between geologists, archaeologists, remote sensing and satellite image analysts, the integration methodology was tested on UNESCO and other heritage sites of national relevance located in the two mostly affected regions of Khyber Pakhtunkhwa and Sindh that were intentionally selected to represent different typologies of cultural heritage and governance in Pakistan. Finally, the information extracted from the present analysis was assessed in relation to the current national and international legislations, the official state of conservation reports and the activities conducted at each site to protect them against flood events. Given the accessibility to ready-to-use Copernicus products and that the present analysis can be replicated over time and other sites, the proposed methodology provides a feasible means to exploit satellite data in post-disaster mapping situations and contribute to the decision-making process for risk management.

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