FEU Public Intellectual Lecture Series | Dr. Mahar Lagmay | Part 2

FEU Academics
22 Sept 202026:16

Summary

TLDRThe video script discusses disaster risk assessment in the Philippines, emphasizing the importance of early warning systems and accurate, timely warnings. It highlights the role of technology, such as sensors and probabilistic hazard maps, in predicting and mitigating floods and landslides. The script underscores the need for integrating science and technology with local knowledge for effective disaster planning and climate change adaptation, aiming to develop communities resilient to natural hazards.

Takeaways

  • ๐ŸŒช๏ธ Disaster Risk Assessment: In the Philippines, agencies meet to prepare for incoming typhoons and other hazards, focusing on hazard-specific, area-focused, and time-bound warnings.
  • ๐Ÿ“ˆ Water Level Monitoring: Sensors are used to monitor water levels, with a sudden rise indicating an imminent disaster, providing a crucial lead time for evacuation.
  • ๐ŸŒง๏ธ Rainfall and Floods: Heavy rainfall, especially during severe weather disturbances, can lead to devastating floods, and contouring rainfall data helps predict flood risks.
  • ๐Ÿ“Š Color Coding for Rainfall: Different colors on sensor maps represent varying levels of rainfall, with higher amounts indicating a higher risk of flooding.
  • ๐Ÿž๏ธ Runoff and River Levels: Rainfall in mountainous areas leads to runoff that can cause rivers to swell, and monitoring these levels is key to flood warning systems.
  • ๐Ÿšจ Early Warning Systems: Technology plays a critical role in providing early warnings, allowing communities time to evacuate before disasters strike.
  • ๐Ÿ—บ๏ธ Importance of Maps: Accurate and up-to-date maps are essential for effective disaster response, including identifying safe evacuation routes and areas.
  • ๐Ÿš๏ธ Evacuation Center Safety: The location of evacuation centers must be carefully chosen based on hazard maps to avoid placing people in more danger.
  • ๐Ÿ”ฌ Science and Technology in Hazard Mapping: Local knowledge is important, but it must be supplemented with scientific and technological data to accurately predict and prepare for future hazards.
  • ๐ŸŒก๏ธ Climate Change Impacts: Climate change is expected to increase the intensity and frequency of rainfall events, necessitating updated planning and hazard maps.
  • ๐Ÿ˜๏ธ Comprehensive Community Planning: Integrating hazard and risk assessments into community planning across all sectors can lead to development unhampered by natural disasters.

Q & A

  • What is the primary purpose of disaster risk assessment meetings during a typhoon in the Philippines?

    -The primary purpose is to prepare for incoming hazards by discussing and issuing hazard-specific, area-focused, and time-bound warnings to ensure the safety of the population.

  • How do sensors help in disaster risk reduction?

    -Sensors monitor rainfall and water levels, providing real-time data that can trigger alarms when there are significant increases, indicating potential hazards such as floods, allowing for timely evacuations.

  • What is the significance of the 'contouring' term mentioned in the script?

    -Contouring refers to the process of mapping rainfall data from sensors, which helps in understanding the intensity and distribution of rainfall, crucial for predicting flood risks.

  • Why is it important to catch the water level while it's on the rise during severe weather disturbances?

    -Catching the water level on the rise is critical because it provides the lead time needed for evacuations, potentially saving lives and reducing the impact of disasters.

  • How does the early warning system work in the context of disaster management?

    -The early warning system works by using technology like sensors to monitor environmental conditions and issue alerts in time for people to take appropriate action and avoid hazards.

  • What was the impact of the lack of an early warning system in Cagayan de Oro in 2012?

    -The lack of an early warning system in Cagayan de Oro led to devastating floods that caught people off guard, resulting in significant loss of life and property.

  • What are the two key elements in avoiding disasters according to the script?

    -The two key elements are 'warning' and 'response'. Warnings must be accurate, reliable, timely, and understandable, while responses must be appropriate and prompt.

  • Why are evacuation maps important in disaster planning?

    -Evacuation maps are important because they guide people to safe areas during disasters, helping to prevent casualties and ensuring the effectiveness of evacuation efforts.

  • What is the difference between deterministic and probabilistic hazard maps?

    -Deterministic maps are based on a single scenario, often the worst remembered by the community, while probabilistic maps depict multiple scenarios, providing a more comprehensive understanding of potential hazards.

  • How can advanced technologies like LiDAR contribute to disaster risk reduction?

    -Advanced technologies like LiDAR can create high-resolution maps that show elevations, land use, and potential hazard areas, enabling better planning and preparedness for disasters.

  • What is the role of science and technology in creating effective disaster risk reduction plans?

    -Science and technology play a crucial role by providing data and insights that enhance the accuracy and comprehensiveness of disaster risk reduction plans, ensuring they are based on a sound understanding of potential hazards.

Outlines

00:00

๐ŸŒช๏ธ Disaster Risk Assessment and Early Warning Systems

The first paragraph discusses the importance of disaster risk assessment, particularly in the context of typhoons in the Philippines. It highlights the collaborative efforts of various agencies to prepare for incoming hazards by using hazard-specific, area-focused, and time-bound warnings. The use of sensors to monitor rainfall and water levels is emphasized as a crucial tool for providing early warnings, allowing for timely evacuation. The narrative provides examples from past disasters, such as Typhoon Pedra, to illustrate the effectiveness of these systems. It also discusses the importance of understanding rainfall patterns and the potential for devastating floods, drawing comparisons with historical rainfall events in the UK and the Philippines.

05:03

๐Ÿšจ The Role of Technology in Disaster Response

This paragraph emphasizes the critical role of technology in disaster response, focusing on the use of early warning systems to prevent flash floods. It recounts a specific incident in Cagayan de Oro in 2012, where an effective early warning system allowed people to evacuate to safety before the floods arrived. The paragraph also underscores the dual elements of disaster management: accurate and timely warnings from the government, and appropriate responses from the public. It points out the importance of having evacuation maps that are based on accurate and up-to-date data, contrasting the effectiveness of probabilistic hazard maps with the limitations of older, interview-based maps.

10:04

๐Ÿ—บ๏ธ The Importance of Accurate Hazard Maps

The third paragraph delves into the significance of accurate hazard maps in disaster preparedness and response. It discusses the inadequacy of deterministic maps based on past experiences and the need for probabilistic hazard maps that account for a range of scenarios. The paragraph provides examples of how outdated maps led to tragic outcomes, such as the placement of evacuation centers in hazardous areas during Typhoon Yolanda. It also discusses the use of advanced technologies like LiDAR to create more accurate and detailed maps, which are essential for effective planning and hazard mitigation.

15:06

๐ŸŒฑ Integrating Science and Technology in Community Planning

This paragraph discusses the integration of science and technology in community planning to mitigate the impacts of natural hazards and climate change. It highlights the use of probabilistic maps to identify safe and hazardous areas for various community functions, such as agriculture, tourism, and infrastructure development. The paragraph also touches on the importance of local climate change action plans and the role of advanced technologies in understanding and planning for the physics of water flow and landslide stability. It underscores the need for anticipatory planning that considers multi-hazard and multi-scenario risks.

20:07

๐ŸŒŠ Adapting to Climate Change and Increasing Rainfall

The fifth paragraph addresses the impact of climate change on rainfall patterns and the necessity of adapting to these changes. It presents projections of increased rainfall frequency and intensity, illustrating how historical rainfall events may become more common in the future. The paragraph calls for the translation of this scientific data into actionable planning measures, such as updating flood maps and planning for infrastructure that can withstand increased rainfall. It emphasizes the importance of climate change adaptation and disaster risk reduction in community development planning.

25:09

๐Ÿ›๏ธ Transforming Disaster Risk Reduction into National Development

The final paragraph concludes the script by framing disaster risk reduction as a platform for national development. It suggests that by using probabilistic hazard maps, risk assessments, and local climate change action plans, the Philippines can proactively plan for and mitigate the impacts of natural hazards and climate change. The paragraph invites the audience to participate in this effort, emphasizing that through comprehensive and science-based planning, the country can achieve development that is resilient to disasters.

Mindmap

Keywords

๐Ÿ’กDisaster Risk Assessment

Disaster Risk Assessment is a systematic evaluation of the potential sources of hazards and the likely impacts of those hazards on a community or area. In the video, it is the process where agencies meet to discuss and prepare for incoming hazards like typhoons, emphasizing the importance of early warning systems and accurate, timely information to mitigate disaster impacts.

๐Ÿ’กEarly Warning System

An Early Warning System is a mechanism put in place to provide timely and effective alerts to communities at risk from hazards. The video script discusses the use of sensors to monitor rainfall and water levels, which can predict floods and provide crucial lead time for evacuations, as exemplified by the case of Pedra.

๐Ÿ’กProbabilistic Hazard Map

A Probabilistic Hazard Map is a tool used to depict potential hazards based on various scenarios and their likelihood of occurrence. The video emphasizes the need for such maps to plan for future disasters and climate change impacts, providing a multi-scenario view that includes small, large, and extreme events, unlike deterministic maps which are based on historical events.

๐Ÿ’กClimate Change Adaptation

Climate Change Adaptation refers to the process of adjusting to actual or expected climate change effects to reduce harm or exploit beneficial opportunities. The script discusses how preparing for future rainfall projections and translating them into hazard maps is part of climate change adaptation, particularly in the context of disaster risk reduction.

๐Ÿ’กStorm Surge

A Storm Surge is a large, temporary rise in sea level accompanying a hurricane, typhoon, or tropical storm. The video script mentions the devastating impact of storm surges, such as during Typhoon Yolanda, and the importance of accurate mapping and planning to avoid placing evacuation centers in vulnerable areas.

๐Ÿ’กLandslide

A Landslide is a geological phenomenon where a mass of rock, earth, or debris moves down a slope. The video script discusses the use of technology and science to predict and map landslide-prone areas, which is crucial for community planning and avoiding disaster-related fatalities.

๐Ÿ’กEvacuation Center

An Evacuation Center is a location to which people are moved for their safety during a natural disaster. The script highlights the importance of proper site selection for these centers, using scientific data and hazard maps to ensure they are not placed in areas prone to hazards like flooding or storm surges.

๐Ÿ’กLand Use Plan

A Land Use Plan is a strategy for the use of land resources in a community or region. The video script connects land use planning with disaster risk reduction, emphasizing the integration of hazard information to guide development away from hazardous areas and towards sustainable growth.

๐Ÿ’กFlash Flood

A Flash Flood is a rapid flooding event characterized by a sudden surge in water level that occurs with little to no warning. The video script recounts the Cagayan de Oro flash flood incident, demonstrating the effectiveness of early warning systems in saving lives by providing time for people to move to higher ground.

๐Ÿ’กRainfall Contouring

Rainfall Contouring is a method used to represent areas of equal rainfall amounts on a map. The video script describes how this technique is used in disaster risk assessment to identify areas of heavy rainfall and predict potential flooding, which is vital for issuing warnings and organizing evacuations.

๐Ÿ’กLocal Climate Change Action Plans

Local Climate Change Action Plans are strategies developed at the community level to address the impacts of climate change. The video script discusses the integration of these plans with disaster risk reduction efforts, ensuring that communities are prepared for both current and future climate-related hazards.

Highlights

Disaster risk assessment involves a collaborative effort among agencies to prepare for incoming hazards such as typhoons.

Hazard-specific, area-focused, and time-bound warnings are crucial for disaster preparedness.

Sensors can provide early warnings by monitoring rainfall and water levels to predict floods.

A three to twelve-hour lead time is often available for evacuations based on sensor data.

The use of technology in early warning systems can prevent disaster by alerting communities in advance.

Rainfall contouring helps in understanding the severity of potential floods.

The Philippines experienced extreme rainfall during Habakkuk in 2012 and 2013, exceeding UK's flood-causing thresholds.

Runoff from heavy rainfall can lead to flash floods, emphasizing the need for rapid response.

Technology and early warning systems were instrumental in averting disaster in Cagayan de Oro in 2012.

The importance of accurate and timely warnings in conjunction with appropriate public response.

The need for proper evacuation planning and the use of hazard maps to guide safe relocation.

The inadequacy of deterministic hazard maps based on past experiences, versus the need for probabilistic hazard maps.

The devastating impact of Typhoon Yolanda and the importance of having advanced warning systems and maps.

Investment in technology like LiDAR to create accurate hazard maps for better disaster preparedness.

The integration of hazard maps with land use planning for comprehensive community development.

The role of climate change in intensifying and increasing the frequency of extreme weather events.

The necessity of adapting planning strategies to account for the impacts of climate change on natural hazards.

The concept of climate change adaptation and disaster risk reduction for sustainable community development.

Using probabilistic hazard maps and risk assessments to plan for future disasters and climate change impacts.

Transcripts

play00:00

[Music]

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we disaster risk assessment

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wherein every time there's a typhoon

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that enters the philippine

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area of responsibility everybody

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meets up all agencies concerned with

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disasters meet up

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and they discuss and the reason why they

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discuss is because they want to prepare

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for the incoming hazards

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and they know that the warnings that

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should be given

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are the warnings that are hazard

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specific area focus

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and time bound so the way they

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uh used it was okay for example when

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they see that it's raining in a certain

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place

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and the water level increases

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you can alarm the people

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so water level that

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that is recorded without any rain

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is actually more or less at a certain

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height

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but when there's a severe weather

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disturbance it goes up

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and then when it suddenly goes up that's

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when the disaster strikes

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the trick to avoid the disaster is to

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catch the water level while it's on the

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rise

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so if you have sensors that give you an

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idea of where it's raining

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and then you look at the water level

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sensor from upstream

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you know that you have at least about

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three

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to six hours sometimes 12 hours need

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time to evacuate

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and that was used in the past in pedra

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to provide hazard specific

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area focused and time-bound warnings

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and when the drm

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officer was called at around 12 o'clock

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big floods happened at 6

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10. so there was a lead time and before

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the peak floods happened

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the drm officer in the local government

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unit was already able to

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take them away from from the hazards so

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just to explain further

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how to do that warning so for example

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from the sensors there's a record of

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rainfall

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now it's color the term is contouring

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now from the

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the sensor record you contour it's

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yellow there it's blue

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yellow means 300 to 400 millimeters of

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rain

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in the uk when they talk about 100

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millimeters of rain

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that's the type of rain that will cause

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a flood

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and will devastate an entire village

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that's in the uk but during habakkuk in

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2012

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in 2013 we had rainfall

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in metro manila that reached about

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1063 millimeters

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10 times more than what the british

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people

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fear so we are actually

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in some some way brazilian this one is

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300

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so as shown in that color the scale

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says 300 to 400. so if it rains

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in the mountains the water will not

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all sit through the ground some will

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run off on the surface and when they run

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off they enter into streams

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enter into rivers okay and eventually

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end up into the sea okay so if the

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community is here

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vegan is there if the community is here

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and you record rainfall at a certain

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instance to be more than

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100 millimeters in this case 300 to 400

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kilometers

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you have enough time to avoid the flood

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which will come 46 hours later

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okay and that is the use of technology

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you know

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it's called as an early warning system

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and we need to put that in place

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because if we don't put that in place

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then

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there's no wiring system if there's no

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warning system

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we are caught unaware another case

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happened in cagayan the oro this was on

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december 4

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2012 so this sensor

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recorded rainfall that that caused the

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river to

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to go up from this level

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from one meter to eight meters

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in the span of one hour one hour to mass

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18 you know how high eight meters

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is that's two floors where

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else will that water go but

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to the sea and before it reaches the sea

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it will have to pass through the guy and

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the oil

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which was devastated a year earlier in

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2011

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but despite the high water levels

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and the floods rushing in

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very quickly it's called as a flash

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flood

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by the time it came rushing towards

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sagayan

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they were already wide because of

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technology there was an

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early warning system and when the floods

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came rushing

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in all of the people were just in the

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hills

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trying to view that hazard so these are

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the last slides

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the famous disasters that happened

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ever since macaroni and project noah

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these are disasters that

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happen disasters that were averted

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but up to vinta but there were also

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some that happened after 20

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2012. like the pablo landslide like the

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storm surge of cayenne

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tropical storms that devastated many

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towns in biliran

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as well as mindanao respectively

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in avoiding disasters there are two

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types there are two

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key elements warning and response

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warning is the responsibility of

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government it must be accurate

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reliable timely and understandable

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okay but no amount of

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good worrying or accurate warning will

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work

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if you don't take action

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goodbye

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oh

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am i correct did you hear that a lie

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no you don't have a cell phone

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nokia so

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you didn't even bother so what about the

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others

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so with a warning which is the

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responsibility of government

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there must be a corresponding

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appropriate response which is you

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your response and your response must be

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appropriate

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not responding sleeping

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and being one not even bothering to look

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outside

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that's not appropriate but sometimes if

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you do that

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sometimes people evacuate but you need

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maps to tell you where to evacuate

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and sometimes people go to evacuation

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centers that are the places where they

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die

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right so maps are very important

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like for example in tacloba

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there was a storm surge warning

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two days in advance

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two days in advance

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but the maps that were provided to them

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two years before which was used by the

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lgu

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showed the storm surge inundation of the

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coastal area here

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here here here

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and it's based on interviews

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so interviewing

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so it's based on the experience of the

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community

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not that i'm saying that it's not it's

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not good data but

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it's probably not sufficient it's

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necessary

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to collect the data from the people

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but it's not sufficient because what

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happened during yolanda was in

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an event that was bigger than what they

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remember

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correct because this was a bigger event

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than what they knew

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and therefore they were caught off guard

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they were surprised but

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i'm in a surprise

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what we needed before you land the strap

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was a kind of map called as a

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probabilistic hazard map

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it's multi multi-scenario it depicts the

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small storm surge the big storm surges

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the bigger ones and the yolanda type

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storm surge and had we have this kind

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of map a probabilistic hazard map

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before yolanda came we could have

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advised

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all of those people who went to

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evacuation centers

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where we could have advised people to

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move away

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two to three kilometers away from the

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coastline

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but we did not have those so the warning

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gave

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an absolute value of the height but did

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not

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give the inundation extent

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the inland inundation it was a it's a

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a warning of an absolute height in a

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relative landscape

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okay so we need these kinds of maps

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we didn't have it let's say

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one volatile technology from that time

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when it happened

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but now we do have it we we invested

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billions of pesos to help to get

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the technology in lidar and to train

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young scientists to do the manual work

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to

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run these simulations to create this

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kind of maps that would tell us

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that could have told us that these

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places are dangerous

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and 80 70 to 80

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of the evacuation centers got inundated

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by storm surges

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hundreds of people died

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in those evacuation centers i'll give

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you another example

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this is a deterministic map single

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scenario based on interviews

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yellow refers to low susceptibility to

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that smile this is an official map by

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the way

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so let's put the evacuation center here

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because

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amongst all the all of the places that's

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the lowest

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hazardous area the lowest susceptibility

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to hazards

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let's put the evacuation center there

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but of course

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after the disaster after it happened

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many people died in that

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that place barangay and all the map was

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changed because it's it already happened

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it's not it's part of the historical

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record already

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so it got transformed into a high

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susceptibility

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flooding okay this is barangay and

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that one you can see that the river

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flows here

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it's a small river relatively small

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river so

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when the people were transferred to that

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place as an evacuation site i mean

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ah that river does not really become big

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it's just like that we can stay here

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this is a safe place

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lacked science because the science

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and the technology would have shown that

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that place

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was dangerous but science was not used

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the technology was not done what

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happened was

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when tithing boffa came in it rained

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and then it generated this big

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debris flow a flood it's like a flood

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but

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instead of water it was eighty percent

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boulders

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twenty percent rocks so it overwhelmed

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barangay and that

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each of these dots here uh green even

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white dots

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these are rocks right yeah sometimes as

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big as that

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three meters below that man is the

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evacuation center

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where 566 people died

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they went to the evacuation center

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they were one that's why they went to

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the evacuation center

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but what happened the response

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was not appropriate they went to the

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wrong place

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because the hazard map that was used

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did not reflect the bigger event

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than what they knew or than what they

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remembered

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so the lesson there is that when we make

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maps we make maps that

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are supplemented by science and

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technology

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local knowledge is good it's necessary

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but not sufficient we must supplement it

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with science and technology to depict

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hazards of the future

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to depict climate change impacts when we

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talk about probabilistic maps it's

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multi-scenario as opposed to single

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scenario

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and in the philippine practice in single

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scenario nothing is

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the scenario that is what is the worst

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that is remembered by the community

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but what if it is bigger than what the

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community remembers

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so we need multi-hazard multi-scenario

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maps these are called

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probabilistic maps so we have a storage

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search that is small a storm surge that

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is

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bigger storm surges that is much bigger

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landslides storm surge guy yolanda that

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was landslides

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then flats that are small bigger bigger

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and then you put them together

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because you have a multi scenario where

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they hazard that

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probabilistic hazard and despite

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that areas that are safe

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those in grey okay

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that's where you site the evacuation

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center

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not in the red place but you will not

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see that

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safe or dangerous areas if you don't use

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the technology and if you don't use the

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science

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and because of our investment we are now

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able

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to do that so this is interview based no

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this is no landslide this is high

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landslide

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a low flat that's the deterministic

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fanca

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commandment gain on probabilistic you

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make a good

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depiction of the landscape at high

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resolution you are able to know the

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elevation

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you can plot all of the elements in that

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area even the land use map

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and you can show a small flat

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a bigger flag a much bigger plan

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so multi-scenario pakistan having

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probabilistic

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bigger scenarios as well than what the

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community knows

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okay so for development planning that's

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very important

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let's say the interview based one

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will tell that community or the planner

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or

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let's put the evacuation center here or

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the school there

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see that's the people in the community

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remember that it does not flood

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in that area but

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a bigger event than what has happened in

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the past

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we are going to kill

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and that can only be shown using

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advanced technologies

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that can only be depicted if you use

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advanced technologies

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which makes use of science our

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understanding on the physics of flow of

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water

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and stability of drugs in the case of

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landslides we have been doing

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local climate change action plans for

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all communities

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right and then diving communities this

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is their land use plan

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you can put the flood the storms the

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storm surge the landslide

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hazards and their land use their

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planning

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put them all together and you can see

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the plants in relation to hazards

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so you don't need to imagine you can

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already visualize and see

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where the dangerous and where the safe

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places are

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correct okay so in planning for

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settlement in a particular community

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ah that's what we choose and we chose

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that because the information was made

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available

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and it's very clear for agriculture uh

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okay

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nato in some parts but not all parties

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then let's plant in

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the non-flat road areas but for

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flood-flowing areas for climate change

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we

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plant crops that are resilient to floods

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and for tourism

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carlow viewing center this is an actual

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example that's the municipality

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it's a bird viewing center it's

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dangerous

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it's very dangerous landslides due to

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heavy rainfall may happen there any time

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but we know that the storms don't come

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in

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every day they don't pass through every

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day there's about

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two to three times in a year from times

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five

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so what you do is you plan for uh

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evacuation center then

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a backup center so back up and there's a

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storm and when it's in the

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south china sea but might exit that go

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back business as useful at the shortest

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possible time

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that's how you plan communities and when

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you plan it you don't just plan it for

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settlement and agriculture and for

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tourism

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you plan it for agriculture coastal

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water health forestry biodiversity

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the environment energy education tourism

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infrastructure settlement

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and mining sectors imagine

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if you can plan a community and all

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communities of the country

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and plan it across all sectors

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doing anticipatory planning there will

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be

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true and real development of

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each and every municipality of our

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country

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they will progress unhampered by the

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impacts of hazards

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don't be intimidated by this graph no

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this is just accumulated rainfall per

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day

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this is uh the frequency

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so once every 100 you know for example

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280 millimeters of rain as recorded by

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pagasa

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this is the historical record of pagasa

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the black line

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but we've heard about climate change and

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tsunami is a climate change

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um if there's uh

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going to be impacts of global warming

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one of those impacts would be more

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intense and close

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bringing more rain so there are

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projections and this can be modeled

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so in that in 280 millimeters of rain

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when you project it to a climate

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exchange scenario in 2049

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or at climate change scenario by 2079

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you're nothing 280 millimeters that

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happens

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once every 100 years becomes more

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frequent

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it's going to be once every 12.5 days

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so with climate change

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not only in scale but in frequency as

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well

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so we have to handle it more frequently

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we have to deal with it more quickly

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substance of climate change

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inducting once every 100 years

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once every 100 years in vista 280

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i'm giving 400 millimeters

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the david land but how do you translate

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that into planning

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so i give that knowledge of 280

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now once every one hundred making 400

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you're the municipal planner you're the

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architect

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you're the urban planner 280 million

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four hundred

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why thank you

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but what will you do with that

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information

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how can you plan against the hazards

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the rain is not the hazard

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we must plan against the hazard so

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somebody must translate that increasing

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rainfall

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into a map like this

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that when translated new lane into a

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flood

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you can see the river and the flood

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plains

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inundated and what height

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of blood will happen and you can see

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that this subdivision is okay but this

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subdivision is not

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when that climate change event happens

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now

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extremely important this place

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is dangerous but these places

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are good even with increased rainfall

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due to climate change

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so we may want to think

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that preparing

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for hazards the historical rainfall

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you know alumni you're not recording

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preparing for the impacts of rainfall

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that will transform into floods

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as disaster risk reduction

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correct yes

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you prepare for this historical record

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it's

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the rr disaster is deduction

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but if you prepare for rains that

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are projected into the future bigger

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events of the future

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due to climate change you are doing

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preparation for future disasters but

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with climate change impacts

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and to address those future disasters

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you need to plan well

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you need to adapt to the climate change

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impacts

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and it's called climate change

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adaptation

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but since you're dealing with disasters

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as well natural hazards

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we call it climate change adaptation

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disaster risk reduction

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we plan each and every community against

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the hazards against climate change

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impacts

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across all sectors we do anticipatory

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planning

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we are developing that community away

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from hazards

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away from disasters unhampered by

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natural natural disasters or natural

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hazards

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if we do that for all 1634

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municipalities of the philippines we not

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only develop each and every community

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we get them free from disasters

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and they develop their progress and if

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all of these municipalities progress

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our country develops our country

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progresses

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don't you like that don't you like that

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without being the president you can get

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the country to develop

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would you like to be part of that effort

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wouldn't you like the philippines to be

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great and develop

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we use the disaster platform we use that

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bill to develop our country

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using probabilistic hazard maps and

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probabilistic risk assessment

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and local climate change action plans

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we make use of this concept reverse it

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make that disaster platform work

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for our country and make our country

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without

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using science

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thank you

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[Music]

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you

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Related Tags
Disaster RiskClimate ChangeAdaptation StrategiesRisk AssessmentEarly WarningFlood ManagementLandslide PreventionCommunity PlanningTechnology UsePhilippine Hazards