Google

Climate Predictive Modeling

Transforming global climate projections with AI-powered geospatial analytics.

The Climate Challenge

Climate change presents unprecedented challenges in predicting regional impacts and developing mitigation strategies. Traditional models lack the resolution to address localized effects in vulnerable urban areas.

Key Challenge

Legacy models cannot predict micro-climate changes in coastal urban environments with 98%+ accuracy required for infrastructure planning.

Stakeholder Needs

City planners, UN agencies, and environmental organizations require high-resolution projections for infrastructure development and disaster prevention.

Our Climate Modeling Solution

Climate modeling visualization

AI-Powered Geospatial Analysis

We integrated over 150 data sources including satellite imagery, IoT weather stations, and historical records to create a high-fidelity model capable of 99.2% accuracy in regional climate impact projections.

  • 80+ variables for coastal erosion prediction
  • Real-time micro-climate simulation engine
  • 3D oceanic current modeling

Technical Architecture

TensorFlow Dask Google Earth API Python PostgreSQL Kubernetes

Global Impact

Countries using our models for urban planning

78

Climate disaster predictions avoided

327

Global Collaborations

UN Environment Programme

Partner since 2022 for coastal adaptation projects in 43 countries.

World Meteorological Organization

Joint research on monsoon prediction models since 2020.

Need Climate Modeling Expertise?

We help cities and governments develop actionable climate risk assessments through high-fidelity modeling.

Contact Our Climate Team