LAMEA AI-Based Climate Modelling Market Size, Share & Industry Analysis Report By Component (Software and Services), By Application (Weather Forecasting, Disaster Prediction, Climate Risk Assessment, Carbon Emission Tracking, and Other Application), By Technology (Machine Learning, Deep Learning, Computer Vision, and Other Technology), By Country and Growth Forecast, 2025 - 2032

The Latin America, Middle East and Africa AI-Based Climate Modelling Market would witness market growth of 22.8% CAGR during the forecast period (2025-2032).

The Brazil market dominated the LAMEA AI-Based Climate Modelling Market by Country in 2024, and would continue to be a dominant market till 2032; thereby, achieving a market value of $25.5 million by 2032. The Argentina market is showcasing a CAGR of 23.3% during (2025 - 2032). Additionally, The UAE market would resister a CAGR of 21.6% during (2025 - 2032). The Brazil and South Africa led the LAMEA AI-Based Climate Modelling Market by Country with a market share of 23.2% and 15% in 2024.The UAE market is expected to witness a CAGR of 21.6% during throughout the forecast period.

The LAMEA AI-based climate modeling market has grown from small pilot projects to advanced, multi-hazard platforms that deal with the region's most serious climate problems. Governments are using AI models in their plans to adapt to and reduce the effects of climate change because of more extreme weather, desertification, and rising sea levels. This is possible thanks to global frameworks and open-access environmental datasets. These improvements have made it possible to use AI in disaster preparedness, farming, water management, and city planning. Some important trends are the introduction of digital resilience packages for farmers, AI-powered flood risk systems in cities, regional partnerships for shared capacity-building, and the use of AI in renewable energy projects, especially in the Middle East.

Across LAMEA, strategic approaches stress working together, being open to everyone, and being environmentally friendly. To make sure that climate models are scientifically sound and socially useful, governments are setting up councils with many stakeholders, open data policies, and ethical AI frameworks. Investing in AI infrastructure and training programs that use renewable energy is making people more self-sufficient and less reliant on outside experts. In the area, competition is less about companies competing and more about institutions' ability to provide ethical, scalable, and localized AI solutions. Countries with good governance, computers powered by renewable energy, and good connections to climate finance mechanisms are becoming leaders. AI is becoming a key part of resilience and sustainable development in LAMEA.

Application Outlook

Based on Application, the market is segmented into Weather Forecasting, Disaster Prediction, Climate Risk Assessment, Carbon Emission Tracking, and Other Application. Among various Brazil AI-Based Climate Modelling Market by Application; The Disaster Prediction market achieved a market size of USD $4.5 Million in 2024 and is expected to grow at a CAGR of 20.5 % during the forecast period. The Carbon Emission Tracking market is predicted to experience a CAGR of 22.6% throughout the forecast period from (2025 - 2032).

Technology Outlook

Based on Technology, the market is segmented into Machine Learning, Deep Learning, Computer Vision, and Other Technology. The Machine Learning market segment dominated the UAE AI-Based Climate Modelling Market by Technology is expected to grow at a CAGR of 20.8 % during the forecast period thereby continuing its dominance until 2032. Also, The Computer Vision market is anticipated to grow as a CAGR of 22.5 % during the forecast period during (2025 - 2032).

Free Valuable Insights: The Worldwide AI-Based Climate Modelling Market is Projected to reach USD 1.48 Billion by 2032, at a CAGR of 20.6%

Country Outlook

As Brazil deals with problems like deforestation, extreme weather, and problems with farming, its AI-based climate modeling market is growing. Strong research institutions, government programs like INPE, and strong open data policies are all helping to make new technologies that can predict rainfall, simulate ecosystems, and keep track of carbon. Working together, universities, startups, and international partners are making progress in using AI to stop wildfires, make flood maps, and predict renewable energy use. Even though there are problems like uneven digital infrastructure and limited funding, trends show that urban resilience and agriculture will move toward cloud-based platforms and deep learning. Brazil's market is likely to keep growing thanks to a mix of public research and private-sector innovation. This is because deforestation is being monitored and there is a growing need for climate risk analysis.

List of Key Companies Profiled

• NVIDIA Corporation
• IBM Corporation
• Microsoft Corporation
• Google LLC
• Amazon Web Services, Inc. (Amazon.com, Inc.)
• AccuWeather, Inc.
• ClimateAi
• Tomorrow.io
• The Climate Corporation
• Jupiter Intelligence

LAMEA AI-Based Climate Modelling Market Report Segmentation

By Component

• Software
• Services

By Application

• Weather Forecasting
• Disaster Prediction
• Climate Risk Assessment
• Carbon Emission Tracking
• Other Application

By Technology

• Machine Learning
• Deep Learning
• Computer Vision
• Other Technology

By Country

• Brazil
• Argentina
• UAE
• Saudi Arabia
• South Africa
• Nigeria
• Rest of LAMEA

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 LAMEA AI-Based Climate Modelling Market, by Component
1.4.2 LAMEA AI-Based Climate Modelling Market, by Application
1.4.3 LAMEA AI-Based Climate Modelling Market, by Technology
1.4.4 LAMEA AI-Based Climate Modelling Market, by Country
1.5 Methodology for the research

Chapter 2. Market at a Glance
2.1 Key Highlights

Chapter 3. Market Overview
3.1 Introduction
3.1.1 Overview
3.2 Key Factors Impacting the Market
3.2.1 Market Drivers
3.2.2 Market Restraints
3.2.3 Market Opportunities
3.2.4 Market Challenges

Chapter 4. Market Trends LAMEA AI-Based Climate Modelling Market
Chapter 5. State of Competition LAMEA AI-Based Climate Modelling Market
Chapter 6. PLC (Product Life Cycle) - AI-Based Climate Modelling Market
Chapter 7. Market Consolidation - AI-Based Climate Modelling Market
Chapter 8. Competition Analysis - Global
8.1 KBV Cardinal Matrix
8.2 Recent Industry Wide Strategic Developments
8.2.1 Partnerships, Collaborations and Agreements
8.2.2 Product Launches and Product Expansions
8.3 Market Share Analysis, 2024
8.4 Top Winning Strategies
8.4.1 Key Leading Strategies: Percentage Distribution (2021-2025)
8.4.2 Key Strategic Move: (Product Launches and Product Expansions : 2024, Mar – 2025, Jun) Leading Players
8.5 Porter Five Forces Analysis

Chapter 9. Value Chain Analysis of AI-Based Climate Modelling Market
9.1 Research & Data Acquisition
9.2 Algorithm & Model Development
9.3 Software Engineering & Platform Development
9.4 System Integration & Customization
9.5 Deployment & Implementation
9.6 Monitoring, Maintenance & Continuous Training
9.7 Policy Feedback & Impact Assessment

Chapter 10. Key Customer Criteria - AI-Based Climate Modelling Market
Chapter 11. LAMEA AI-Based Climate Modelling Market by Component
11.1 LAMEA Software Market by Country
11.2 LAMEA Services Market by Country

Chapter 12. LAMEA AI-Based Climate Modelling Market by Application
12.1 LAMEA Weather Forecasting Market by Country
12.2 LAMEA Disaster Prediction Market by Country
12.3 LAMEA Climate Risk Assessment Market by Country
12.4 LAMEA Carbon Emission Tracking Market by Country
12.5 LAMEA Other Application Market by Country

Chapter 13. LAMEA AI-Based Climate Modelling Market by Technology
13.1 LAMEA Machine Learning Market by Country
13.2 LAMEA Deep Learning Market by Country
13.3 LAMEA Computer Vision Market by Country
13.4 LAMEA Other Technology Market by Country

Chapter 14. LAMEA AI-Based Climate Modelling Market by Country
14.1 Brazil AI-Based Climate Modelling Market
14.1.1 Brazil AI-Based Climate Modelling Market by Component
14.1.2 Brazil AI-Based Climate Modelling Market by Application
14.1.3 Brazil AI-Based Climate Modelling Market by Technology
14.2 Argentina AI-Based Climate Modelling Market
14.2.1 Argentina AI-Based Climate Modelling Market by Component
14.2.2 Argentina AI-Based Climate Modelling Market by Application
14.2.3 Argentina AI-Based Climate Modelling Market by Technology
14.3 UAE AI-Based Climate Modelling Market
14.3.1 UAE AI-Based Climate Modelling Market by Component
14.3.2 UAE AI-Based Climate Modelling Market by Application
14.3.3 UAE AI-Based Climate Modelling Market by Technology
14.4 Saudi Arabia AI-Based Climate Modelling Market
14.4.1 Saudi Arabia AI-Based Climate Modelling Market by Component
14.4.2 Saudi Arabia AI-Based Climate Modelling Market by Application
14.4.3 Saudi Arabia AI-Based Climate Modelling Market by Technology
14.5 South Africa AI-Based Climate Modelling Market
14.5.1 South Africa AI-Based Climate Modelling Market by Component
14.5.2 South Africa AI-Based Climate Modelling Market by Application
14.5.3 South Africa AI-Based Climate Modelling Market by Technology
14.6 Nigeria AI-Based Climate Modelling Market
14.6.1 Nigeria AI-Based Climate Modelling Market by Component
14.6.2 Nigeria AI-Based Climate Modelling Market by Application
14.6.3 Nigeria AI-Based Climate Modelling Market by Technology
14.7 Rest of LAMEA AI-Based Climate Modelling Market
14.7.1 Rest of LAMEA AI-Based Climate Modelling Market by Component
14.7.2 Rest of LAMEA AI-Based Climate Modelling Market by Application
14.7.3 Rest of LAMEA AI-Based Climate Modelling Market by Technology

Chapter 15. Company Profiles
15.1 NVIDIA Corporation
15.1.1 Company Overview
15.1.2 Financial Analysis
15.1.3 Segmental and Regional Analysis
15.1.4 Research & Development Expenses
15.1.5 Recent strategies and developments:
15.1.5.1 Partnerships, Collaborations, and Agreements:
15.1.5.2 Product Launches and Product Expansions:
15.1.6 SWOT Analysis
15.2 IBM Corporation
15.2.1 Company Overview
15.2.2 Financial Analysis
15.2.3 Regional & Segmental Analysis
15.2.4 Research & Development Expenses
15.2.5 SWOT Analysis
15.3 Microsoft Corporation
15.3.1 Company Overview
15.3.2 Financial Analysis
15.3.3 Segmental and Regional Analysis
15.3.4 Research & Development Expenses
15.3.5 Recent strategies and developments:
15.3.5.1 Partnerships, Collaborations, and Agreements:
15.3.5.2 Product Launches and Product Expansions:
15.3.6 SWOT Analysis
15.4 Google LLC
15.4.1 Company Overview
15.4.2 Financial Analysis
15.4.3 Segmental and Regional Analysis
15.4.4 Research & Development Expenses
15.4.5 Recent strategies and developments:
15.4.5.1 Product Launches and Product Expansions:
15.4.6 SWOT Analysis
15.5 Amazon Web Services, Inc. (Amazon.com, Inc.)
15.5.1 Company Overview
15.5.2 Financial Analysis
15.5.3 Segmental and Regional Analysis
15.5.4 SWOT Analysis
15.6 AccuWeather, Inc.
15.6.1 Company Overview
15.7 ClimateAi
15.7.1 Company Overview
15.7.2 Recent strategies and developments:
15.7.2.1 Product Launches and Product Expansions:
15.8 Tomorrow.io
15.8.1 Company Overview
15.8.2 Recent strategies and developments:
15.8.2.1 Partnerships, Collaborations, and Agreements:
15.9 The Climate Corporation (Bayer AG)
15.9.1 Company Overview
15.9.2 Financial Analysis
15.9.3 Segmental and Regional Analysis
15.9.4 Research & Development Expense
15.10. Jupiter Intelligence
15.10.1 Company Overview
15.10.2 Recent strategies and developments:
15.10.2.1 Product Launches and Product Expansions:

TABLE 1 LAMEA AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 2 LAMEA AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– AI-Based Climate Modelling Market
TABLE 4 Product Launches And Product Expansions– AI-Based Climate Modelling Market
TABLE 5 Key Customer Criteria - AI-Based Climate Modelling Market
TABLE 6 LAMEA AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 7 LAMEA AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 8 LAMEA Software Market by Country, 2021 - 2024, USD Million
TABLE 9 LAMEA Software Market by Country, 2025 - 2032, USD Million
TABLE 10 LAMEA Services Market by Country, 2021 - 2024, USD Million
TABLE 11 LAMEA Services Market by Country, 2025 - 2032, USD Million
TABLE 12 LAMEA AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 13 LAMEA AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 14 LAMEA Weather Forecasting Market by Country, 2021 - 2024, USD Million
TABLE 15 LAMEA Weather Forecasting Market by Country, 2025 - 2032, USD Million
TABLE 16 LAMEA Disaster Prediction Market by Country, 2021 - 2024, USD Million
TABLE 17 LAMEA Disaster Prediction Market by Country, 2025 - 2032, USD Million
TABLE 18 LAMEA Climate Risk Assessment Market by Country, 2021 - 2024, USD Million
TABLE 19 LAMEA Climate Risk Assessment Market by Country, 2025 - 2032, USD Million
TABLE 20 LAMEA Carbon Emission Tracking Market by Country, 2021 - 2024, USD Million
TABLE 21 LAMEA Carbon Emission Tracking Market by Country, 2025 - 2032, USD Million
TABLE 22 LAMEA Other Application Market by Country, 2021 - 2024, USD Million
TABLE 23 LAMEA Other Application Market by Country, 2025 - 2032, USD Million
TABLE 24 LAMEA AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 25 LAMEA AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 26 LAMEA Machine Learning Market by Country, 2021 - 2024, USD Million
TABLE 27 LAMEA Machine Learning Market by Country, 2025 - 2032, USD Million
TABLE 28 LAMEA Deep Learning Market by Country, 2021 - 2024, USD Million
TABLE 29 LAMEA Deep Learning Market by Country, 2025 - 2032, USD Million
TABLE 30 LAMEA Computer Vision Market by Country, 2021 - 2024, USD Million
TABLE 31 LAMEA Computer Vision Market by Country, 2025 - 2032, USD Million
TABLE 32 LAMEA Other Technology Market by Country, 2021 - 2024, USD Million
TABLE 33 LAMEA Other Technology Market by Country, 2025 - 2032, USD Million
TABLE 34 LAMEA AI-Based Climate Modelling Market by Country, 2021 - 2024, USD Million
TABLE 35 LAMEA AI-Based Climate Modelling Market by Country, 2025 - 2032, USD Million
TABLE 36 Brazil AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 37 Brazil AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 38 Brazil AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 39 Brazil AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 40 Brazil AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 41 Brazil AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 42 Brazil AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 43 Brazil AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 44 Argentina AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 45 Argentina AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 46 Argentina AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 47 Argentina AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 48 Argentina AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 49 Argentina AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 50 Argentina AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 51 Argentina AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 52 UAE AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 53 UAE AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 54 UAE AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 55 UAE AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 56 UAE AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 57 UAE AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 58 UAE AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 59 UAE AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 60 Saudi Arabia AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 61 Saudi Arabia AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 62 Saudi Arabia AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 63 Saudi Arabia AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 64 Saudi Arabia AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 65 Saudi Arabia AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 66 Saudi Arabia AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 67 Saudi Arabia AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 68 South Africa AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 69 South Africa AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 70 South Africa AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 71 South Africa AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 72 South Africa AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 73 South Africa AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 74 South Africa AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 75 South Africa AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 76 Nigeria AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 77 Nigeria AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 78 Nigeria AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 79 Nigeria AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 80 Nigeria AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 81 Nigeria AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 82 Nigeria AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 83 Nigeria AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 84 Rest of LAMEA AI-Based Climate Modelling Market, 2021 - 2024, USD Million
TABLE 85 Rest of LAMEA AI-Based Climate Modelling Market, 2025 - 2032, USD Million
TABLE 86 Rest of LAMEA AI-Based Climate Modelling Market by Component, 2021 - 2024, USD Million
TABLE 87 Rest of LAMEA AI-Based Climate Modelling Market by Component, 2025 - 2032, USD Million
TABLE 88 Rest of LAMEA AI-Based Climate Modelling Market by Application, 2021 - 2024, USD Million
TABLE 89 Rest of LAMEA AI-Based Climate Modelling Market by Application, 2025 - 2032, USD Million
TABLE 90 Rest of LAMEA AI-Based Climate Modelling Market by Technology, 2021 - 2024, USD Million
TABLE 91 Rest of LAMEA AI-Based Climate Modelling Market by Technology, 2025 - 2032, USD Million
TABLE 92 Key Information – NVIDIA Corporation
TABLE 93 Key Information – IBM Corporation
TABLE 94 Key Information – Microsoft Corporation
TABLE 95 Key Information – Google LLC
TABLE 96 Key Information – Amazon Web Services, Inc.
TABLE 97 Key Information – AccuWeather, Inc.
TABLE 98 Key Information – ClimateAi
TABLE 99 Key Information – Tomorrow.io
TABLE 100 Key Information – The Climate Corporation
TABLE 101 Key Information – Jupiter Intelligence

List of Figures
FIG 1 Methodology for the research
FIG 2 LAMEA AI-Based Climate Modelling Market, 2021 - 2032, USD Million
FIG 3 Key Factors Impacting LAMEA AI-Based Climate Modelling Market Market
FIG 4 KBV Cardinal Matrix
FIG 5 Market Share Analysis, 2024
FIG 6 Key Leading Strategies: Percentage Distribution (2021-2025)
FIG 7 Key Strategic Move: (Product Launches and Product Expansions : 2024, mar – 2025, Jun) Leading Players
FIG 8 Porter’s Five Forces Analysis – AI-Based Climate Modelling Market
FIG 9 Value Chain Analysis of AI-Based Climate Modelling Market
FIG 10 Key Customer Criteria - AI-Based Climate Modelling Market
FIG 11 LAMEA AI-Based Climate Modelling Market share by Component, 2024
FIG 12 LAMEA AI-Based Climate Modelling Market share by Component, 2032
FIG 13 LAMEA AI-Based Climate Modelling Market by Component, 2021 - 2032, USD Million
FIG 14 LAMEA AI-Based Climate Modelling Market share by Application, 2024
FIG 15 LAMEA AI-Based Climate Modelling Market share by Application, 2032
FIG 16 LAMEA AI-Based Climate Modelling Market by Application, 2021 - 2032, USD Million
FIG 17 LAMEA AI-Based Climate Modelling Market share by Technology, 2024
FIG 18 LAMEA AI-Based Climate Modelling Market share by Technology, 2032
FIG 19 LAMEA AI-Based Climate Modelling Market by Technology, 2021 - 2032, USD Million
FIG 20 LAMEA AI-Based Climate Modelling Market share by Country, 2024
FIG 21 LAMEA AI-Based Climate Modelling Market share by Country, 2032
FIG 22 LAMEA AI-Based Climate Modelling Market by Country, 2021 - 2032, USD Million
FIG 23 Recent strategies and developments: NVIDIA Corporation
FIG 24 SWOT Analysis: NVIDIA Corporation
FIG 25 SWOT Analysis: IBM Corporation
FIG 26 Recent strategies and developments: Microsoft Corporation
FIG 27 SWOT Analysis: Microsoft Corporation
FIG 28 SWOT Analysis: Google LLC
FIG 29 SWOT Analysis: Amazon Web Services, Inc.