Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods. - Zainab Akhtar; Umair Qazi; Rizwan Sadiq; Aya El-Sakka; Muhammad Sajjad; Ferda Ofli; Muhammad Imran 002 (WWW, 2023)

Flood Insights: Integrating Remote and Social Sensing Data for Flood Exposure, Damage, and Urgent Needs Mapping. - Zainab Akhtar; Umair Qazi; Aya El-Sakka; Rizwan Sadiq; Ferda Ofli; Muhammad Imran 002 (AAAI, 2024)

Fusing remote and social sensing data for flood impact mapping. - Zainab Akhtar; Umair Qazi; Aya El-Sakka; Rizwan Sadiq; Ferda Ofli; Muhammad Imran 002 (AI Mag., 2024)