11 citations · 15 across the 3 of their papers we have counts for
3 papers · 1 filter
Mapping Access to Water and Sanitation in Colombia using Publicly Accessible Satellite Imagery, Crowd-sourced Geospatial Information and RandomForests
Niccolo Dejito, Ren Avell Flores, Rodolfo de Guzman +4
Up-to-date, granular, and reliable quality of life data is crucial for humanitarian organizations to develop targeted interventions for vulnerable communities, especially in times…
Interpretable Poverty Mapping using Social Media Data, Satellite Images, and Geospatial Information
Chiara Ledesma, Oshean Lee Garonita, Lorenzo Jaime Flores +2
Access to accurate, granular, and up-to-date poverty data is essential for humanitarian organizations to identify vulnerable areas for poverty alleviation efforts. Recent works hav…
Mapping New Informal Settlements using Machine Learning and Time Series Satellite Images: An Application in the Venezuelan Migration Crisis
Isabelle Tingzon, Niccolo Dejito, Ren Avell Flores +7
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.…