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The Role of Climate Services for Health: Theoretical Case Studies on Heat-Health Warning Systems in India

The Role of Climate Services for Health: Theoretical Case Studies on Heat-Health Warning Systems in India

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Authors

Dheeya Rizmie , Evan Christo , Elizabeth A. Carosella, Lauren Almstead, Manisha Bhinge, Anitha Sivasankaran 

Abstract

Extreme heat is a growing public health concern across South Asia, with urban populations particularly vulnerable due to high population density, infrastructure gaps, and compounding socioeconomic risks. In this study, we assess the potential health benefits of Heat–Health Warning Systems (HHWS) as a Climate Service for Health (CSH) in urban India and explore their role in enhancing public health interventions in the context of rising heat exposure. We focus on two key outcomes—heat-related all-cause mortality and preterm birth—and estimate the potential impact of HHWS over the 2025–2035 period using a theoretical modelling framework adapted from Mistry et al.
Our model considers three scenarios: no intervention, a baseline public health intervention (Heat Action Plans or Atosiban administration), and an enhanced intervention enabled by HHWS. We apply spatially resolved climate projections, population estimates, and literature-derived exposure–response functions to quantify health outcomes across 1,447 urban areas in India. Sensitivity and envelope analyses assess the robustness of results to key assumptions.
We project 685,398 heat-related all-cause deaths and 353,014 heat-related preterm births between 2025 and 2035. Under enhanced intervention scenarios, HHWS could avert an additional 4,596 deaths and 6,354 preterm births compared to baseline interventions alone—representing reductions of 0.67% and 1.80%, respectively. While modest in scale, these findings demonstrate the potential for CSH to support anticipatory public health action and improve the timing, uptake, and coordination of existing interventions. However, results vary widely depending on implementation conditions, with envelope analyses indicating a potential range of 0 to 64,671 deaths and 0 to 42,890 preterm births averted.
Our findings highlight both the promise and the limitations of CSH. Realizing their full impact will require sustained investment in context-specific, user-informed climate services, and greater alignment between climate and health systems. More rigorous evaluation is also needed to strengthen the evidence base for CSH, and to identify the conditions under which they can most effectively reduce climate-sensitive health risks.

DOI

https://doi.org/10.31223/X53H9X

Subjects

Public Health

Keywords

Dates

Published: 2025-05-06 09:29

Last Updated: 2025-05-07 04:29

License

CC BY Attribution 4.0 International

Additional Metadata

Data Availability (Reason not available):
All data used in this study are publicly available and have been referenced in the manuscript. Processed datasets and the code used to conduct the analysis are available on GitHub at https://github.com/echristo-mpr/impact-of-climate-services and Zenodo at https://zenodo.org/records/15304971. Full documentation on data sources, pre-processing steps, and model implementation is provided in the repository.