2. Data Collection

And here is the level of people different kind of stakeholders starting from our GCOE that is global centre of excellence, human security engineering of Kyoto university team and Local community members and municipal corporations Greater Mumbai especially the involvement of the G-North wards, like we help them in mapping and I say, we also work as the surveyors, and explaining and introducing community the role and objective of the survey.

This chunk discusses the various stakeholders involved in the data collection process. It highlights the Global Centre of Excellence (GCOE) and local teams from Kyoto University, together with community members and municipal corporations. These stakeholders collaborated to create maps and conducted surveys to understand community needs better. They played roles in both mapping out areas and educating the community on the purpose of these surveys.

Imagine a group project at school where students work together to create a presentation. Each student represents a different perspective: some are researching, others are designing slides, while others explain their findings to the class. Similarly, in this data collection process, each stakeholder contributes uniquely, ensuring the map reflects the community’s needs.

Local community was the key Informant one of the main actor in this process and MCGM or Municipal Corporations also helped us providing logistics support, helping in building rapport with the people, facilitative say religious and political organizations.

In this chunk, the text emphasizes the critical role of the local community as informants in the data collection process. They provided essential insights and support in collaboration with the Municipal Corporation of Greater Mumbai (MCGM). MCGM facilitated logistics and helped build connections between the project team and the community, which included addressing the needs through religious and political organizations.

Consider a neighborhood watch program where community members report concerns to their local police. Just as community watch participants provide valuable insights, the local community in this project offered crucial information and support, which made the mapping efforts much more effective.

We collected a lot of data there starting from land-use data, residential, commercial, public, playground, infrastructure what are the infrastructures are there, Doctors clinic, community toilet, community taps, school.

This chunk details the kinds of data collected during the survey. It mentions land-use types like residential, commercial, and public spaces, including playgrounds and infrastructural elements such as doctors' clinics, community toilets, taps, and schools. Such diverse data helps to create a comprehensive understanding of the community’s layout and resources.

Think of planning a city as if you were organizing a large party. You need to know where to place tables (for residential areas), food stations (commercial areas), and bathrooms (infrastructure). Just like these party elements are arranged for functionality, every type of land use and infrastructure in the community needs to be mapped for effective planning.

Hazard parameters we considered, flood duration, water level during the flood, areas frequently affected, building height, building materials, building conditions, plinth level these all we collected.

This section highlights the specific hazard parameters that were taken into account during the data collection. It includes details such as flood duration, water levels during floods, areas frequently affected, and structural characteristics like building height, materials, conditions, and plinth levels. This information is crucial for assessing community vulnerability to flooding.

Imagine if you were a safety inspector checking a playground for safety before kids play. You would look at the equipment’s height, material condition, and how easy it would be for kids to get hurt if something went wrong. Just like this, the data collected on housing and flood vulnerability helps ensure that communities are prepared for potential hazards.

Now here are some of the facts that in 2006 after 2006 lot of residential areas this is actually a road this is one of the fraction of the Rajiv Gandhi Nagar, many are transferred into commercial areas.

This chunk discusses changes in land use over time, particularly noting that many residential areas in Rajiv Gandhi Nagar were converted into commercial spaces after 2006. This trend indicates shifts in community needs and usage of space in a way that can influence infrastructure and emergency planning.

Think of a neighborhood where homes are being replaced by shops. Just like in a growing business district, the change indicates a shift in how the community operates and what residents value, leading city planners to rethink how to manage resources and ensure safety.

And people do not know where to evacuate how to evacuate these reasons that they could not really evacuate.

This chunk highlights the challenges faced during emergencies, particularly during floods. It points out that community members lack clear evacuation routes, leading to confusion and hesitation when emergencies occur. Understanding these challenges is key to improving emergency preparedness and response strategies.

Imagine being in a crowded theater during an emergency evacuation. If the exits are not clearly marked or if people don’t know where to go, panic can ensue. This is similar to what happens during floods when residents are unsure about safe evacuation routes.

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