Preprint / Version 1

Asia Climate Risk Screener: A Zero-Backend Browser Tool for Asset-Level Physical and Transition Climate-Risk Screening

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DOI:

https://doi.org/10.31224/8047

Keywords:

climate risk, physical risk, transition risk, decarbonisation, power sector, Asia, open data, climate finance, decision support, zero-backend web application, evaluation

Abstract

Asset-level climate-risk analytics remain priced for large institutions, leaving many financiers, insurers and plant owners without an accessible first-pass screen. This paper presents the Asia Climate Risk Screener, a single self-contained web page that screens physical and transition climate risk for more than 15,000 geolocated power stations across Asia — all operating Asian coal plants in the GEM census, the wider satellite-estimated fossil fleet of gas and oil assets, plus the solar, wind, hydropower, nuclear, geothermal and bioenergy fleet — using only open satellite and climate data. Selecting any asset builds a plain-language risk profile in seconds from four live public feeds — six decades of measured weather (ERA5), river-discharge records since 1984 (GloFAS), climate-model projections to 2050 (CMIP6), and satellite-derived solar and wind resource (NASA POWER) — joined to a bundled satellite-emissions asset layer (Climate TRACE). Feature engineering condenses multi-decadal daily weather and river records into decision-ready signals, and a transparent heuristic scoring model flags heat stress, flood trends and transition exposure, with explicit "feed unavailable" states rather than silent gaps. I evaluate the hazard-data pipeline against documented Asian climate disasters using a two-arm recall-and-specificity harness, detrended and graded at the 95th percentile. Cross-matching the coal fleet against an independent facility census confirms 96% coverage. The system is zero-backend — no server, account or API key — is deployed as a static site, and is released openly.

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Author Biography

Ka Wah Philip Ng, Independent Researcher, Hong Kong

With over 30 years of industry experience in investment and risk management, I am an independent researcher specializing in space weather, climate change, and decarbonization. My work focuses on translating complex systems into accessible insights for non-specialists.

Currently, I am developing a suite of open-source web dashboards that visualize the impact of space weather on satellite orbital dynamics, alongside tracking global decarbonization activities. By bridging decades of risk-assessment expertise with technical innovation, I strive to provide actionable, data-driven perspectives on the interconnected challenges of our near-Earth space environment and the global climate transition.

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Posted

2026-08-24