Pedro M. M. Soares

University of Lisbon

SCHOLARLY PAPERS

5

DOWNLOADS

250

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Towards Better Understanding the Urban Environment and its Interactions with Regional Climate Change -The Wcrp Cordex Flagship Pilot Study Urb-Rcc

Number of pages: 20 Posted: 28 May 2024
Deltares, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Swedish Meteorological and Hydrological Institute, Ouranos, affiliation not provided to SSRN, Ruhr University of Bochum, Charles University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, The Cyprus Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Tsukuba, University of New South Wales (UNSW) - Climate Change Research Centre, Karlsruhe Institute of Technology, Instituto de Fisica de Cantabria - CSIC,, Universidad de Buenos Aires, The Cyprus Institute, affiliation not provided to SSRN, Karlsruhe Institute of Technology, University of Hamburg, affiliation not provided to SSRN, University of Cantabria, Aristotle University of Thessaloniki, affiliation not provided to SSRN, affiliation not provided to SSRN, Princeton University, affiliation not provided to SSRN, University of Cape Town (UCT), affiliation not provided to SSRN, National Institute of Technology Patna, affiliation not provided to SSRN, Aristotle University of Thessaloniki, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Murcia, affiliation not provided to SSRN, Japan Agency for Marine-Earth Science and Technology, affiliation not provided to SSRN, University of Lisbon, affiliation not provided to SSRN, affiliation not provided to SSRN, Castray Esplanade - CSIRO Oceans and Atmosphere, Ghent University, affiliation not provided to SSRN, Swedish Meteorological and Hydrological Institute and Fudan University
Downloads 117 (517,176)

Abstract:

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urban areas, regional climate models, coordinated experiment, URB-RCC, kilometer scale modelling, urban climate change

2.

Future Projections of Temperature Extremes and Urban Heat Island in Paris Using Deep Learning

Number of pages: 24 Posted: 02 Jan 2025
Frederico Johannsen, Pedro M. M. Soares and Gaby S. Langendijk
affiliation not provided to SSRN, University of Lisbon and Deltares
Downloads 57 (801,333)

Abstract:

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CMIP6 GCMs, Deep Learning, Urban Heat Island, Temperature Extremes, Convolutional Neural Networks, Climate Projections

3.

Towards an Improved Representation of the Urban Heat Island Effect: A Multi-Scale Application of Xgboost for Madrid

Number of pages: 36 Posted: 16 Feb 2024
affiliation not provided to SSRN, University of Lisbon, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 32 (1,024,170)

Abstract:

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surface urban heat island, Machine learning, Extreme Gradient Boosting, global climate modelling, city-scale climate, land-use

4.

On the Deep Learning Approach for Improving the Representation of Urban Climate: The Paris Urban Heat Island and Temperature Extremes

Number of pages: 37 Posted: 16 Feb 2024
Frederico Johannsen, Pedro M. M. Soares and Gaby S. Langendijk
affiliation not provided to SSRN, University of Lisbon and Deltares
Downloads 31 (1,035,187)

Abstract:

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Urban heat island, Land surface temperature, 2-meter Temperature, Deep learning, Convolutional Neural Network

5.

Evaluating the Effects of Climate-Induced Heatwaves on the Thermal Dynamics and Water Quality of a Deep Reservoir

Number of pages: 63 Posted: 06 Mar 2025
New University of Lisbon, Yangzhou University, University of Lisbon, University of Lisbon and New University of Lisbon
Downloads 13 (1,251,090)

Abstract:

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Heatwave, Reservoir, Water quality model, Thermal structure, Climate change