climate - air centre · 2020. 5. 7. · source: ana oliveira, antónio lopes, samuel niza e...
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quem o quê porquê como para onde
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quem o quê porquê como para onde
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quem o quê porquê como para onde
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quem o quê porquê como para onde
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Source: T.R. Oke et al. (2017)
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Source: T.R. Oke et al. (2017)
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Source: T.R. Oke et al. (2017)
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Source: https://rcccm.dwd.de/ [accessed 01.03.2020]
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Source: http://coolparramatta.com.au/about_us [accessed 01.03.2020]
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quem o quê porquê como para onde
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Source: https://www.wired.com/story/urban-heat-islands-can-be-deadly-and-theyre-only-getting-hotter/ [accessed 01.03.2020]
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Source: Ana Oliveira, António Lopes, Ezequiel Correia, João Vasconcelos (2019) Ongoing
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Source: Ana Oliveira, António Lopes, Ezequiel Correia, João Vasconcelos (2019) Ongoing
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Additional 600 deaths during heatwave
Source: Ana Oliveira, António Lopes, Ezequiel Correia, João Vasconcelos (2019) Ongoing
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Source: Ana Oliveira, António Lopes, Ezequiel Correia, João Vasconcelos (2019) Ongoing
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Source: Tiago Silva e Marcelo Fragoso (2019)Submitted
Source: António Lopes (2019) Ongoing
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Source: António Lopes, Ana Oliveira, Ezequiel Correia e Cláudia Reis (2019)Ongoing work, CML
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quem o quê porquê como para onde
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In-situ observations
• Mesoscale Air Monitoring Network (Temperature, Humidity, Wind, Quality)
• Street Level Human Exposure
Satellite Remote Sensing
• Thermal and Multispectral images
• Free Data with Global Coverage
Aerial Remote Sensing
• UAV’s/Drones Thermal and Multispectral imagery
• Higher Spatial Resolution and Temporal Control
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In-situ observations
• Mesoscale Air Monitoring Network (Temperature, Humidity, Wind, Quality)
• Street Level Human Exposure
Satellite Remote Sensing
• Thermal and Multispectral images
• Free Data with Global Coverage
Aerial Remote Sensing
• UAV’s/Drones Thermal and Multispectral imagery
• Higher Spatial Resolution and Temporal Control
![Page 23: Climate - AIR Centre · 2020. 5. 7. · Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing Diurnal Storage Heat Flux Density from Landsat 8 OLI/TIRS](https://reader036.vdocuments.net/reader036/viewer/2022071608/6146c99cf4263007b1356727/html5/thumbnails/23.jpg)
In-situ observations
• Mesoscale Air Monitoring Network (Temperature, Humidity, Wind, Quality)
• Street Level Human Exposure
Satellite Remote Sensing
• Thermal and Multispectral images
• Free Data with Global Coverage
Aerial Remote Sensing
• UAV’s/Drones Thermal and Multispectral imagery
• Higher Spatial Resolution and Temporal Control
![Page 24: Climate - AIR Centre · 2020. 5. 7. · Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing Diurnal Storage Heat Flux Density from Landsat 8 OLI/TIRS](https://reader036.vdocuments.net/reader036/viewer/2022071608/6146c99cf4263007b1356727/html5/thumbnails/24.jpg)
In-situ observations
• Mesoscale Air Monitoring Network (Temperature, Humidity, Wind, Quality)
• Street Level Human Exposure
Satellite Remote Sensing
• Thermal and Multispectral images
• Free Data with Global Coverage
Aerial Remote Sensing
• UAV’s/Drones Thermal and Multispectral imagery
• Higher Spatial Resolution and Temporal Control
![Page 25: Climate - AIR Centre · 2020. 5. 7. · Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing Diurnal Storage Heat Flux Density from Landsat 8 OLI/TIRS](https://reader036.vdocuments.net/reader036/viewer/2022071608/6146c99cf4263007b1356727/html5/thumbnails/25.jpg)
Mo
del
ling
& V
alid
atio
n
MesoclimateFactors
UrbanMorphology
Satellite-basedSurface
Energy Balance
Source: António Lopes, Ana Oliveira, Ezequiel Correia e Cláudia Reis (2019)Ongoing work, CML
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Source: António Lopes, Ana Oliveira, Ezequiel Correia e Cláudia Reis (2019)Ongoing work with CML
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quem o quê porquê como para onde
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Source: Ana Oliveira, António Lopes (2020) Ongoing work
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Urban
Heatwave
Vulnerabil ity
Mapping
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Local Climate Zones Classification from Copernicus DataSource: Ana Oliveira, António Lopes e Samuel Niza (2020) In Review
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Built-up Occupation and Impervious SurfacesSource: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
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Built-up Occupation and Impervious SurfacesSource: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
Diurnal Land Surface Temperature from Landsat 8 OLI/TIRS (2017.08.09)Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
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Built-up Occupation and Impervious SurfacesSource: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
Nocturnal Land Surface Temperature from Landsat 8 OLI/TIRS (2017.08.09)Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
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Built-up Occupation and Impervious SurfacesSource: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
Diurnal Storage Heat Flux Density from Landsat 8 OLI/TIRS (2017.08.09)Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
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Tree Cover Density (%)Source: Copernicus Land Monitoring Service, High Resolution Layers
Diurnal Latent Heat Flux Density from Landsat 8 OLI/TIRS (2017.08.09)Source: Ana Oliveira, António Lopes, Samuel Niza e Amílcar Soares (2020) Ongoing
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Observed Landsat8 LST
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Observed Landsat8 LST
Predicted Landsat8 LST
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Observed Landsat8 LST
Predicted LST Residuals
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Predicted LST Residuals
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Predicted Landsat8 LST
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