Global Flood Disaster Research Graph Analysis Based on Literature Mining

Article Environmental Sciences

A modelling framework to design an evacuation support system for healthcare infrastructures in response to major flood events

Maziar Yazdani et al.

Summary: Climate changes contribute to the increasing frequency and severity of extreme weather events such as floods. Well-functioning hospitals play a critical role in communities' ability to withstand the adverse health impacts of such events. However, many hospitals are not designed with consideration of extreme weather risks and are located in flood-prone areas, raising concerns about their capability to meet community healthcare needs during disasters. This paper addresses the research gap in hospital evacuation planning and proposes a new modeling framework to enhance community resilience to growing flood risks caused by climate change.

PROGRESS IN DISASTER SCIENCE (2022)

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Article Geosciences, Multidisciplinary

Knowledge mapping analysis of research progress and frontiers in integrated disaster risk management in a changing climate

Lihong Wang et al.

Summary: Integrated disaster risk management in a changing climate is essential for disaster reduction and global sustainable development. Analysis of 488 articles from 2008 to 2020 revealed limited publications and cooperative networks, focusing on basic disaster theory, database construction, vulnerability and risk, adaptability, resilience, and impact analysis. Research mainly emphasized disasters, climate change adaptation, impacts, key regions, and countries.

NATURAL HAZARDS (2021)

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Article Chemistry, Multidisciplinary

Bert-Based Latent Semantic Analysis (Bert-LSA): A Case Study on Geospatial Data Technology and Application Trend Analysis

Quanying Cheng et al.

Summary: Geospatial data plays a crucial role in research and applications across various fields. This paper introduces a new method for topic discovery, which effectively determines development trends and generates coherent topics by assigning literature to different topics. Through this method, text content can be better revealed and new research hotspots can be identified.

APPLIED SCIENCES-BASEL (2021)

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Article Geosciences, Multidisciplinary