A long short-term memory model for sub-hourly temporal disaggregation of precipitation
This paper applies long short-term memory models to precipitation disaggregation, with a comprehensive analysis of performance across 5 Australian climate zones.
climate data
Digital colonialism: An analysis of Facebook’s role in the Rohingya genocide
This article analyses how Facebook played a critical role in progression of the Rohingya Genocide through systematic failures in content moderation and platform design. It applies Gregory Stanton’s Ten Stages of Genocide to demonstrate how platform dynamics catalysed the progression of offline violence against the Rohingya.
Disaggregating Daily Precipitation Data 1990 to 2022 into Half-Hourly Intervals Using LSTM Models
This paper applies long short-term memory models to precipitation disaggregation. In particular, it shows promising results in the Australian context, reducing error compared to previous attempts by around 30%.