Research methods

Data science, statistics & machine learning

• Statistical time series models – Raed Hamed
• Decision trees & random forest – Rhoda Odongo & Gabriela Guimarães Nobre
• … – Ruoying Dai

Qualitative data analysis, participatory approaches & creative methods

• Qualitative data collection & participatory approaches – Heidi Mendoza & Ruben Weesie
• Surveys & choice experiments – Wens et al. (2021) – Complexities of drought adaptive behaviour: Linking theory to data on smallholder farmer adaptation decisions – International Journal of Disaster Risk Reduction
• Creative methods – Van Loon et al (2020) – Creative practice as a tool to build resilience to natural hazards in the Global South – Geoscience Communication

Modelling

• Agent-based modelling – Marthe Wens & Ileen Streefkerk – Wens et al. (2020) – Simulating Small-Scale Agricultural Adaptation Decisions in Response to Drought Risk: An Empirical Agent-Based Model for Semi-Arid Kenya – Frontiers in Water
• System dynamics modelling – Marlies Barendrecht & Alessia Matanó – Barendrecht et al. (2019) – The value of empirical data for estimating the parameters of a sociohydrological flood risk model – Water Resources Research