AI-Based Climate Modelling Market Size, Share, Trends, & Industry Analysis Report By Component (Hardware, Software, Services), By Technology, By Deployment, By Application, By End User, and By Region

Description

List of Tables

The AI-based climate modelling market size is expected to reach USD 2,203.68 Million by 2034, according to a new study by Polaris Market Research. The report "AI-Based Climate Modelling Market Share, Size, Trends, Industry Analysis Report: By Component (Hardware, Software, Services), By Technology, By Deployment, By Application, By End User, and By Region; Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

AI-based climate modelling systems use machine learning platforms, deep learning, and advanced data analytics to simulate and forecast climate behavior using vast datasets from satellites, sensors, and historical observations. These models are deployed across government agencies, research institutions, energy utilities, and ESG-compliant industries to improve forecasting accuracy, emissions monitoring, and climate risk assessment.

Market growth is primarily driven by the rising incidence of extreme weather events, increasing global commitment to net-zero targets, and growing regulatory demand for climate risk disclosures. The integration of AI in climate modelling is enabling faster, more accurate and high-resolution simulations to support policy planning, disaster response, and environmental monitoring.

AI-Based Climate Modelling Market Report Highlights

Based on component, the software segment held the largest revenue share in 2024, owing to widespread use in real-time simulation, emissions modelling, and regional climate impact forecasting.

In terms of technology, the machine learning segment dominated the market in 2024. This is fueled by its application in data-driven weather prediction, trend analysis, and model training.

Based on deployment, the cloud-based segment is projected to reach at a substantial share by 2034, enabled by scalable processing capacity and cross-platform data accessibility for climate analytics.

North America accounted for the majority share of 40.5% in the global AI-based climate modelling market in 2024, fueled by robust climate R&D funding and integration of AI platforms across federal agencies such as NOAA and NASA.

Asia Pacific is projected to grow fastest during the forecast period, fueled by expanding deployment in national early warning systems and AI-based emissions tracking platforms.

A few global key market players include IBM Corporation, Microsoft Corporation, Alphabet Inc., NVIDIA Corporation, ClimateAi, Jupiter, AccuWeather, Inc., Atmos Climate, Open Climate Fix, Atmo Inc., and LUNARTECH.

Polaris Market Research has segmented the market report on the basis of component, technology, deployment, application, end user, and region:

By Component Outlook (Revenue, USD Million, 2020-2034)

Hardware

Software

Services

Consulting

Managed Services

By Technology Outlook (Revenue, USD Million, 2020-2034)

Machine Learning

Deep Learning

Computer Vision

Other Technology

By Deployment Outlook (Revenue, USD Million, 2020-2034)

Cloud-Based

On-Premise

By Application Outlook (Revenue, USD Million, 2020-2034)

Weather Forecasting

Carbon Emissions Monitoring

Disaster Risk Assessment

Climate Risk Assessment

By End User Outlook (Revenue, USD Million, 2020-2034)

Government and Public Sector

Energy and Utilities

Agriculture

Insurance

Transportation

By Regional Outlook (Revenue, USD Million, 2020-2034)

North America

Canada

Europe

Germany

France

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Vietnam

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Mexico

Brazil

Argentina

Rest of Latin America

Product Code: PM5997

1. Introduction

1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
1.2. Stakeholders

2. Executive Summary

2.1. Market Highlights

3. Research Methodology

3.1. Overview
- 3.1.1. Data Mining
3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources

4. Global AI-Based Climate Modelling Market Insights

4.1. AI-Based Climate Modelling Market - Market Snapshot
4.2. AI-Based Climate Modelling Market Dynamics
- 4.2.1. Drivers and Opportunities
  - 4.2.1.1. Rising Incidence of Extreme Weather Events Worldwide
  - 4.2.1.2. Growing Emphasis Towards Net-Zero Emissions
- 4.2.2. Restraints and Challenges
  - 4.2.2.1. High Initial Costs for AI Deployment and Customization
4.3. Porter's Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
4.4. PESTEL Analysis
4.5. AI-Based Climate Modelling Market Trends
4.6. Value Chain Analysis

5. Global AI-Based Climate Modelling Market, by Component

5.1. Key Findings
5.2. Introduction
- 5.2.1. Global AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
5.3. Hardware
- 5.3.1. Global AI-Based Climate Modelling Market, by Hardware, by Region, 2020-2034 (USD Million)
5.4. Software
- 5.4.1. Global AI-Based Climate Modelling Market, by Software, by Region, 2020-2034 (USD Million)
5.5. Services
- 5.5.1. Global AI-Based Climate Modelling Market, by Services, by Region, 2020-2034 (USD Million)

6. Global AI-Based Climate Modelling Market, by Technology

6.1. Key Findings
6.2. Introduction
- 6.2.1. Global AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
6.3. Machine Learning
- 6.3.1. Global AI-Based Climate Modelling Market, by Machine Learning, by Region, 2020-2034 (USD Million)
6.4. Deep Learning
- 6.4.1. Global AI-Based Climate Modelling Market, by Deep Learning, by Region, 2020-2034 (USD Million)
6.5. Computer Vision
- 6.5.1. Global AI-Based Climate Modelling Market, by Computer Vision, by Region, 2020-2034 (USD Million)
6.6. Other Technology
- 6.6.1. Global AI-Based Climate Modelling Market, by Other Technology, by Region, 2020-2034 (USD Million)

7. Global AI-Based Climate Modelling Market, by Deployment

7.1. Key Findings
7.2. Introduction
- 7.2.1. Global AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
7.3. Cloud-Based
- 7.3.1. Global AI-Based Climate Modelling Market, by Cloud-Based, by Region, 2020-2034 (USD Million)
7.4. On-Premise
- 7.4.1. Global AI-Based Climate Modelling Market, by On-Premise, by Region, 2020-2034 (USD Million)

8. Global AI-Based Climate Modelling Market, by Application

8.1. Key Findings
8.2. Introduction
- 8.2.1. Global AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
8.3. Weather Forecasting
- 8.3.1. Global AI-Based Climate Modelling Market, by Weather Forecasting, by Region, 2020-2034 (USD Million)
8.4. Carbon Emissions Monitoring
- 8.4.1. Global AI-Based Climate Modelling Market, by Carbon Emissions Monitoring, by Region, 2020-2034 (USD Million)
8.5. Disaster Risk Assessment
- 8.5.1. Global AI-Based Climate Modelling Market, by Disaster Risk Assessment, by Region, 2020-2034 (USD Million)
8.6. Climate Risk Assessment
- 8.6.1. Global AI-Based Climate Modelling Market, by Climate Risk Assessment, by Region, 2020-2034 (USD Million)

9. Global AI-Based Climate Modelling Market, by End User

9.1. Key Findings
9.2. Introduction
- 9.2.1. Global AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
9.3. Government and Public Sector
- 9.3.1. Global AI-Based Climate Modelling Market, by Government and Public Sector, by Region, 2020-2034 (USD Million)
9.4. Energy and Utilities
- 9.4.1. Global AI-Based Climate Modelling Market, by Energy and Utilities, by Region, 2020-2034 (USD Million)
9.5. Agriculture
- 9.5.1. Global AI-Based Climate Modelling Market, by Agriculture, by Region, 2020-2034 (USD Million)
9.6. Insurance
- 9.6.1. Global AI-Based Climate Modelling Market, by Insurance, by Region, 2020-2034 (USD Million)
9.7. Transportation
- 9.7.1. Global AI-Based Climate Modelling Market, by Transportation, by Region, 2020-2034 (USD Million)

10. Global AI-Based Climate Modelling Market, by Geography

10.1. Key Findings
10.2. Introduction
- 10.2.1. AI-Based Climate Modelling Market Assessment, By Geography, 2020-2034 (USD Million)
10.3. AI-Based Climate Modelling Market - North America
- 10.3.1. North America: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
- 10.3.2. North America: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
- 10.3.3. North America: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
- 10.3.4. North America: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.3.5. North America: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.3.6. AI-Based Climate Modelling Market - US
  - 10.3.6.1. US: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.3.6.2. US: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.3.6.3. US: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.3.6.4. US: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.3.6.5. US: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.3.7. AI-Based Climate Modelling Market - Canada
  - 10.3.7.1. Canada: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.3.7.2. Canada: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.3.7.3. Canada: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.3.7.4. Canada: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.3.7.5. Canada: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
10.4. AI-Based Climate Modelling Market - Europe
- 10.4.1. Europe: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
- 10.4.2. Europe: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
- 10.4.3. Europe: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
- 10.4.4. Europe: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.4.5. Europe: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.6. AI-Based Climate Modelling Market - UK
  - 10.4.6.1. UK: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.6.2. UK: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.6.3. UK: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.6.4. UK: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.6.5. UK: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.7. AI-Based Climate Modelling Market - France
  - 10.4.7.1. France: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.7.2. France: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.7.3. France: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.7.4. France: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.7.5. France: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.8. AI-Based Climate Modelling Market - Germany
  - 10.4.8.1. Germany: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.8.2. Germany: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.8.3. Germany: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.8.4. Germany: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.8.5. Germany: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.9. AI-Based Climate Modelling Market - Italy
  - 10.4.9.1. Italy: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.9.2. Italy: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.9.3. Italy: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.9.4. Italy: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.9.5. Italy: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.10. AI-Based Climate Modelling Market - Spain
  - 10.4.10.1. Spain: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.10.2. Spain: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.10.3. Spain: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.10.4. Spain: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.10.5. Spain: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.11. AI-Based Climate Modelling Market - Netherlands
  - 10.4.11.1. Netherlands: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.11.2. Netherlands: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.11.3. Netherlands: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.11.4. Netherlands: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.11.5. Netherlands: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.12. AI-Based Climate Modelling Market - Russia
  - 10.4.12.1. Russia: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.12.2. Russia: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.12.3. Russia: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.12.4. Russia: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.12.5. Russia: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.4.13. AI-Based Climate Modelling Market - Rest of Europe
  - 10.4.13.1. Rest of Europe: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.4.13.2. Rest of Europe: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.4.13.3. Rest of Europe: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.4.13.4. Rest of Europe: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.4.13.5. Rest of Europe: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
10.5. AI-Based Climate Modelling Market - Asia Pacific
- 10.5.1. Asia Pacific: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
- 10.5.2. Asia Pacific: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
- 10.5.3. Asia Pacific: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
- 10.5.4. Asia Pacific: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.5.5. Asia Pacific: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.6. AI-Based Climate Modelling Market - China
  - 10.5.6.1. China: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.6.2. China: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.6.3. China: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.6.4. China: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.5.7. AI-Based Climate Modelling Market - India
  - 10.5.7.1. India: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.7.2. India: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.7.3. India: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.7.4. India: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.7.5. India: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.8. AI-Based Climate Modelling Market - Malaysia
  - 10.5.8.1. Malaysia: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.8.2. Malaysia: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.8.3. Malaysia: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.8.4. Malaysia: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.8.5. Malaysia: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.9. AI-Based Climate Modelling Market - Japan
  - 10.5.9.1. Japan: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.9.2. Japan: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.9.3. Japan: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.9.4. Japan: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.9.5. Japan: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.10. AI-Based Climate Modelling Market - Indonesia
  - 10.5.10.1. Indonesia: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.10.2. Indonesia: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.10.3. Indonesia: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.10.4. Indonesia: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.10.5. Indonesia: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.11. AI-Based Climate Modelling Market - South Korea
  - 10.5.11.1. South Korea: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.11.2. South Korea: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.11.3. South Korea: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.11.4. South Korea: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.11.5. South Korea: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.12. AI-Based Climate Modelling Market - Australia
  - 10.5.12.1. Australia: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.12.2. Australia: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.12.3. Australia: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.12.4. Australia: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.12.5. Australia: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.5.13. AI-Based Climate Modelling Market - Rest of Asia Pacific
  - 10.5.13.1. Rest of Asia Pacific: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.5.13.2. Rest of Asia Pacific: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.5.13.3. Rest of Asia Pacific: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.5.13.4. Rest of Asia Pacific: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.5.13.5. Rest of Asia Pacific: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
10.6. AI-Based Climate Modelling Market - Middle East & Africa
- 10.6.1. Middle East & Africa: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
- 10.6.2. Middle East & Africa: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
- 10.6.3. Middle East & Africa: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
- 10.6.4. Middle East & Africa: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.6.5. Middle East & Africa: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.6.6. AI-Based Climate Modelling Market - Saudi Arabia
  - 10.6.6.1. Saudi Arabia: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.6.6.2. Saudi Arabia: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.6.6.3. Saudi Arabia: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.6.6.4. Saudi Arabia: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.6.6.5. Saudi Arabia: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.6.7. AI-Based Climate Modelling Market - UAE
  - 10.6.7.1. UAE: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.6.7.2. UAE: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.6.7.3. UAE: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.6.7.4. UAE: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.6.7.5. UAE: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.6.8. AI-Based Climate Modelling Market - Israel
  - 10.6.8.1. Israel: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.6.8.2. Israel: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.6.8.3. Israel: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.6.8.4. Israel: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.6.8.5. Israel: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.6.9. AI-Based Climate Modelling Market - South Africa
  - 10.6.9.1. South Africa: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.6.9.2. South Africa: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.6.9.3. South Africa: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.6.9.4. South Africa: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.6.9.5. South Africa: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.6.10. AI-Based Climate Modelling Market - Rest of Middle East & Africa
  - 10.6.10.1. Rest of Middle East & Africa: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.6.10.2. Rest of Middle East & Africa: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.6.10.3. Rest of Middle East & Africa: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.6.10.4. Rest of Middle East & Africa: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.6.10.5. Rest of Middle East & Africa: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
10.7. AI-Based Climate Modelling Market - Latin America
- 10.7.1. Latin America: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
- 10.7.2. Latin America: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
- 10.7.3. Latin America: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
- 10.7.4. Latin America: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
- 10.7.5. Latin America: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.7.6. AI-Based Climate Modelling Market - Mexico
  - 10.7.6.1. Mexico: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.7.6.2. Mexico: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.7.6.3. Mexico: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.7.6.4. Mexico: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.7.6.5. Mexico: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.7.7. AI-Based Climate Modelling Market - Brazil
  - 10.7.7.1. Brazil: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.7.7.2. Brazil: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.7.7.3. Brazil: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.7.7.4. Brazil: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.7.7.5. Brazil: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.7.8. AI-Based Climate Modelling Market - Argentina
  - 10.7.8.1. Argentina: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.7.8.2. Argentina: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.7.8.3. Argentina: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.7.8.4. Argentina: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.7.8.5. Argentina: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)
- 10.7.9. AI-Based Climate Modelling Market - Rest of Latin America
  - 10.7.9.1. Rest of Latin America: AI-Based Climate Modelling Market, by Component, 2020-2034 (USD Million)
  - 10.7.9.2. Rest of Latin America: AI-Based Climate Modelling Market, by Technology, 2020-2034 (USD Million)
  - 10.7.9.3. Rest of Latin America: AI-Based Climate Modelling Market, by Deployment, 2020-2034 (USD Million)
  - 10.7.9.4. Rest of Latin America: AI-Based Climate Modelling Market, by Application, 2020-2034 (USD Million)
  - 10.7.9.5. Rest of Latin America: AI-Based Climate Modelling Market, by End User, 2020-2034 (USD Million)

11. Competitive Landscape

11.1. Expansion and Acquisition Analysis
- 11.1.1. Expansion
- 11.1.2. Acquisitions
11.2. Partnerships/Collaborations/Agreements/Exhibitions

12. Company Profiles

12.1. AccuWeather, Inc.
- 12.1.1. Company Overview
- 12.1.2. Financial Performance
- 12.1.3. Product Benchmarking
- 12.1.4. Recent Development
12.2. Alphabet Inc.
- 12.2.1. Company Overview
- 12.2.2. Financial Performance
- 12.2.3. Product Benchmarking
- 12.2.4. Recent Development
12.3. Atmo Inc.
- 12.3.1. Company Overview
- 12.3.2. Financial Performance
- 12.3.3. Product Benchmarking
- 12.3.4. Recent Development
12.4. Atmos Climate
- 12.4.1. Company Overview
- 12.4.2. Financial Performance
- 12.4.3. Product Benchmarking
- 12.4.4. Recent Development
12.5. ClimateAi
- 12.5.1. Company Overview
- 12.5.2. Financial Performance
- 12.5.3. Product Benchmarking
- 12.5.4. Recent Development
12.6. IBM Corporation
- 12.6.1. Company Overview
- 12.6.2. Financial Performance
- 12.6.3. Product Benchmarking
- 12.6.4. Recent Development
12.7. Jupiter
- 12.7.1. Company Overview
- 12.7.2. Financial Performance
- 12.7.3. Product Benchmarking
- 12.7.4. Recent Development
12.8. LUNARTECH
- 12.8.1. Company Overview
- 12.8.2. Financial Performance
- 12.8.3. Product Benchmarking
- 12.8.4. Recent Development
12.9. Microsoft Corporation
- 12.9.1. Company Overview
- 12.9.2. Financial Performance
- 12.9.3. Product Benchmarking
- 12.9.4. Recent Development
12.10. NVIDIA Corporation
- 12.10.1. Company Overview
- 12.10.2. Financial Performance
- 12.10.3. Product Benchmarking
- 12.10.4. Recent Development
12.11. Open Climate Fix
- 12.11.1. Company Overview
- 12.11.2. Financial Performance
- 12.11.3. Product Benchmarking
- 12.11.4. Recent Development