Search Results for author: Isabelle Tingzon

Found 3 papers, 2 papers with code

Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean

no code implementations16 Dec 2023 Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski

Comprehensive information on housing stock is crucial for climate adaptation initiatives aiming to reduce the adverse impacts of climate-extreme hazards in high-risk regions like the Caribbean.

Earth Observation

Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the Caribbean

1 code implementation30 Jul 2023 Isabelle Tingzon, Nuala Margaret Cowan, Pierre Chrzanowski

Accurate and up-to-date information on building characteristics is essential for vulnerability assessment; however, the high costs and long timeframes associated with conducting traditional field surveys can be an obstacle to obtaining critical exposure datasets needed for disaster risk management.

Disaster Response Earth Observation

Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis

1 code implementation27 Aug 2020 Isabelle Tingzon, Niccolo Dejito, Ren Avell Flores, Rodolfo De Guzman, Liliana Carvajal, Katerine Zapata Erazo, Ivan Enrique Contreras Cala, Jeffrey Villaveces, Daniela Rubio, Rayid Ghani

Since 2014, nearly 2 million Venezuelans have fled to Colombia to escape an economically devastated country during what is one of the largest humanitarian crises in modern history.

Computers and Society

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