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==Drought Data Analysis==
==Property Damage Data Analysis==
The Drought dataset encompasses occurrences of wildfires across the USA spanning from 2000 to 2023. The dataset includes information on the total count of deaths and the number of individuals affected, providing quantitative insights.
The amount of damage to property, crops, and livestock is shown in the dataset. The estimated damage are given in US$ ('000). For each disaster, the registered figure corresponds to the damage value at the moment of the event, i.e. the figures are shown true to the year of the event.


===Sample Data===
===Sample Data===
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{| class="wikitable"
{| class="wikitable"
|'''Disaster Type'''
|'''Entity'''
|'''Disaster Subype'''
|'''Year'''
|'''Location'''
|'''Total economic damage from natural disasters'''
|'''Total Deaths'''
|'''Total Affected'''


|-
|-
|Drought
|All Disasters
|Drought
|1900
|West and central states
|30000000
|45
 
|0
|-
|-
|Drought
|Drought
|Drought
|2015
|Nationwide
|21917299000
|0
|0
|-
|-
|Drought
|Earthquake
|Drought
|2008
|Nation wide; Arizona, Nevada, California, Oregon and Texas
|85796000000
|136
|0
|}
|}
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===The US Drought monitor===
The US Drought Monitor (USDM) is a comprehensive and collaborative effort by several federal agencies, including the National Drought Mitigation Center (NDMC), the United States Department of Agriculture (USDA), and the National Oceanic and Atmospheric Administration (NOAA), among others. It provides up-to-date information and assessment of drought conditions across the United States.


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'''Link for the US Drought Monitor Map (November 2023)''':  https://droughtmonitor.unl.edu/Maps/MapArchive.aspx
'''Link for this dataset''':  https://ourworldindata.org/grapher/economic-damage-from-natural-disasters?time=earliest..2023#explore-the-data
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'''Dataset can be accessed here:''' https://docs.google.com/spreadsheets/d/1k1YhIULXMt4URSIpeJfgfRbiee_YA7oXfl2_s6xfnpk/edit?usp=drive_link
'''Dataset can be accessed here:''' https://drive.google.com/file/d/1-Bm7IDtHBC5OD8ZdzLej4K87WbMtnNZT/view?usp=drive_link
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==Deaths and Affected numbers on the basis of different Climatological disasters in USA from 2000-2023==
==Economical Damage from 1900-2023 due to Natural Disasters==


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[[File:Droughtimg.jpg||Shows death and affected data for climatological disasters|500px]]
[[File:pltdamage.png||Shows economical damage in 1000s USD every year from 1900 to 2023|900px]]
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==The US Drought Monitor Map==
==Economical damage caused from 1900 to 2023 for each Climate risk==


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[[File:Monitor.png||Shows USDM Map|700px]]
[[File:plots.png||Shows individual damage to economy|700px]]
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Latest revision as of 07:56, 23 December 2023

Property damage refers to the destruction, harm, or loss incurred by physical structures, assets, or properties due to various climatic hazards and risks associated with weather patterns, changes, and extreme events. It encompasses the financial and physical impact on buildings, infrastructure, homes, businesses, and other assets caused by climate-related phenomena.

Climate risks include a wide range of natural disasters and environmental changes intensified or influenced by climate change:

1. Extreme Weather Events: Such as hurricanes, tornadoes, floods, wildfires, storms, heatwaves, and heavy rainfall, which can cause damage to buildings, infrastructure, and agriculture.

2. Rising Sea Levels: Leading to coastal erosion, inundation of coastal areas, and damage to properties located in low-lying regions.

3. Temperature Changes: Extremes in temperatures affecting agriculture, infrastructure, and human health, leading to increased energy consumption or infrastructure failure.

4. Changes in Precipitation Patterns: Resulting in droughts or heavy rains, impacting agriculture, water resources, and infrastructure.

5. Melting Ice Caps and Glaciers: Contributing to changes in water availability, affecting ecosystems, and potentially leading to infrastructure damage.

Mitigating property damage from climate risks involves strategies such as improved urban planning, building resilient infrastructure, implementing better land-use policies, reinforcing structures against extreme weather events, and adopting sustainable practices to reduce vulnerability to climate-related hazards.


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Property Damage Data Analysis

The amount of damage to property, crops, and livestock is shown in the dataset. The estimated damage are given in US$ ('000). For each disaster, the registered figure corresponds to the damage value at the moment of the event, i.e. the figures are shown true to the year of the event.

Sample Data

Entity Year Total economic damage from natural disasters
All Disasters 1900 30000000
Drought 2015 21917299000
Earthquake 2008 85796000000


Link for this dataset: https://ourworldindata.org/grapher/economic-damage-from-natural-disasters?time=earliest..2023#explore-the-data

Dataset can be accessed here: https://drive.google.com/file/d/1-Bm7IDtHBC5OD8ZdzLej4K87WbMtnNZT/view?usp=drive_link

Economical Damage from 1900-2023 due to Natural Disasters

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Economical damage caused from 1900 to 2023 for each Climate risk

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Reference

1. https://ourworldindata.org/grapher/economic-damage-from-natural-disasters?time=earliest..2023