XLIM

Sport-Relevant Heat Exposure and Socio-Economic Vulnerability: A Country-Level Assessment Under Coherent Shared Socioeconomic Pathways

(1) Background: Climate change is reducing the climatic windows in which outdoor sport and physical activity can be safely practised. Yet, it remains unclear whether the resulting population exposure is distributed evenly across countries or is concentrated in countries with high...

NormaFlood: Closed-Form Flood Forecasting Without Backpropagation

This repository contains the code, data pipelines, and manuscript for NormaFlood, an algebraic streamflow forecasting engine evaluated on India's official CAMELS-IND benchmark (229 streamflow gauges, test period 2016–2020). Dispensing with iterative backpropagation and gradient d...

NormaFlood: Closed-Form Flood Forecasting Without Backpropagation

This repository contains the code, data pipelines, and manuscript for NormaFlood, an algebraic streamflow forecasting engine evaluated on India's official CAMELS-IND benchmark (229 streamflow gauges, test period 2016–2020). Dispensing with iterative backpropagation and gradient d...