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== Heatwaves: Thermal Comfort Indices from ERA5 Reanalysis Dataset ==


### Heatwaves: Thermal Comfort Indices from ERA5 Reanalysis Dataset
'''Title:''' ERA5-HEAT: Human Thermal Comfort Analysis


**Title:** ERA5-HEAT: Human Thermal Comfort Analysis
'''Page Content:'''


**Page Content:**
=== Analysis ===
 
#### Analysis
The ERA5-HEAT dataset offers an extensive historical reconstruction of indices that represent human thermal stress and discomfort in outdoor conditions. This state-of-the-art bioclimatology data record includes two main variables: the Mean Radiant Temperature (MRT) and the Universal Thermal Climate Index (UTCI). These indices are crucial in understanding how the human body responds to atmospheric conditions like air temperature, humidity, ventilation, and radiation.
The ERA5-HEAT dataset offers an extensive historical reconstruction of indices that represent human thermal stress and discomfort in outdoor conditions. This state-of-the-art bioclimatology data record includes two main variables: the Mean Radiant Temperature (MRT) and the Universal Thermal Climate Index (UTCI). These indices are crucial in understanding how the human body responds to atmospheric conditions like air temperature, humidity, ventilation, and radiation.


The data, derived from the ERA5 reanalysis by the European Centre for Medium-Range Forecasts (ECMWF), merges model data with global observations. This combination provides a comprehensive and consistent description of the Earth’s climate from January 1940 to nearly real-time, with regular extensions as new ERA5 data become available. The dataset's global coverage (excluding Antarctica) and hourly temporal resolution make it an invaluable resource for researchers in climatology, urban planning, and public health.
The data, derived from the ERA5 reanalysis by the European Centre for Medium-Range Forecasts (ECMWF), merges model data with global observations. This combination provides a comprehensive and consistent description of the Earth’s climate from January 1940 to nearly real-time, with regular extensions as new ERA5 data become available. The dataset's global coverage (excluding Antarctica) and hourly temporal resolution make it an invaluable resource for researchers in climatology, urban planning, and public health.


[Source Link](https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview)
[https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview Source Link]


#### Visualization
=== Visualization ===
(Insert relevant graphs and charts here)
(Insert relevant graphs and charts here)
[[File:E5iL- fXEAMz7vF.png|thumb|In the USA, recent summers have been ~1.5 °F (0.8 °C) warmer than 50 years ago.]]
[[File:E5iL- fXEAMz7vF.png|thumb|In the USA, recent summers have been ~1.5 °F (0.8 °C) warmer than 50 years ago.]]


[[File:Heat-waves figure1 2022.png|thumb|heatwaves in the past years]]






1. **Trends in Mean Radiant Temperature (1940 - Present):** A line graph showing the changes in MRT over time.
[[File:Heat-waves figure2 2022.png|thumb|Heatwave characteristics ]]
2. **Universal Thermal Climate Index Variations:** A map or bar chart displaying UTCI variations globally.
3. **Temporal Fluctuations in Thermal Comfort:** A time-series analysis representing the fluctuations in thermal comfort indices.
 
(Note: Visualizations are for illustration purposes only)


#### Sample Data
=== Sample Data ===
Below is a snippet of the dataset:
Below is a snippet of the dataset:


| Year | Location           | MRT (K) | UTCI (K) |
{| class="wikitable"
|------|---------------------|---------|----------|
! Year
| 1940 | Tokyo, Japan       | ...     | ...     |
! Location
| 1950 | New York, USA       | ...     | ...     |
! MRT (K)
| ... | ...                 | ...     | ...     |
! UTCI (K)
 
|-
For full access to the dataset, please visit the following link: [ERA5-HEAT Dataset](https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview)
| 1940
 
| Tokyo, Japan
#### Citation
| ...
[Original Source of Data - ERA5-HEAT](https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview)
| ...
|-
| 1950
| New York, USA
| ...
| ...
|-
| ...
| ...
| ...
| ...
|}


https://twitter.com/RARohde/status/1412032319993651201?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1412032319993651201%7Ctwgr%5E4d5cc31231ee0bcfaf3a10a79f51061f23b63319%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fberkeleyearth.wpengine.com%2Fthe-pacific-northwest-heatwave-in-context%2F
For full access to the dataset, please visit the following link: [https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview ERA5-HEAT Dataset]


---
=== Citation ===
[https://cds.climate.copernicus.eu/cdsapp#!/dataset/derived-utci-historical?tab=overview Original Source of Data - ERA5-HEAT]


**Note:** Replace the placeholder data in the 'Sample Data' section with actual data from the dataset and ensure that the visualizations are based on the dataset's data.
[https://twitter.com/RARohde/status/1412032319993651201?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7Ctwterm%5E1412032319993651201%7Ctwgr%5E4d5cc31231ee0bcfaf3a10a79f51061f23b63319%7Ctwcon%5Es1_&ref_url=https%3A%2F%2Fberkeleyearth.wpengine.com%2Fthe-pacific-northwest-heatwave-in-context Twitter Source]

Revision as of 04:32, 31 December 2023

Heatwaves: Thermal Comfort Indices from ERA5 Reanalysis Dataset

Title: ERA5-HEAT: Human Thermal Comfort Analysis

Page Content:

Analysis

The ERA5-HEAT dataset offers an extensive historical reconstruction of indices that represent human thermal stress and discomfort in outdoor conditions. This state-of-the-art bioclimatology data record includes two main variables: the Mean Radiant Temperature (MRT) and the Universal Thermal Climate Index (UTCI). These indices are crucial in understanding how the human body responds to atmospheric conditions like air temperature, humidity, ventilation, and radiation.

The data, derived from the ERA5 reanalysis by the European Centre for Medium-Range Forecasts (ECMWF), merges model data with global observations. This combination provides a comprehensive and consistent description of the Earth’s climate from January 1940 to nearly real-time, with regular extensions as new ERA5 data become available. The dataset's global coverage (excluding Antarctica) and hourly temporal resolution make it an invaluable resource for researchers in climatology, urban planning, and public health.

Source Link

Visualization

(Insert relevant graphs and charts here)

Error creating thumbnail: File missing
In the USA, recent summers have been ~1.5 °F (0.8 °C) warmer than 50 years ago.
Error creating thumbnail: File missing
heatwaves in the past years


Error creating thumbnail: File missing
Heatwave characteristics

Sample Data

Below is a snippet of the dataset:

Year Location MRT (K) UTCI (K)
1940 Tokyo, Japan ... ...
1950 New York, USA ... ...
... ... ... ...

For full access to the dataset, please visit the following link: ERA5-HEAT Dataset

Citation

Original Source of Data - ERA5-HEAT

Twitter Source