サンプル依頼リスト カート
  • English
デフォルト表紙
市場調査レポート
商品コード
1790375

AIベース気候モデリング市場規模、シェア、動向分析レポート：コンポーネント別、技術別、用途別、地域別、セグメント予測、2025年～2033年

AI-Based Climate Modelling Market Size, Share & Trends Analysis Report By Component (Software, Services), By Technology (Machine Learning, Deep Learning, Computer Vision), By Application, By Region, And Segment Forecasts, 2025 - 2033

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.50円
AIベース気候モデリング市場規模、シェア、動向分析レポート：コンポーネント別、技術別、用途別、地域別、セグメント予測、2025年～2033年
出版日: 2025年07月02日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

AIベース気候モデリング市場概要

世界のAIベース気候モデリング市場規模は、2024年に3億4,320万米ドルと推定され、2033年には19億9,210万米ドルに達し、2025～2033年のCAGRは21.9%で成長すると予測されます。熱波、干ばつ、サイクロンのような気候イベントの予測精度を高め、人間や動物の生命を守り、地球の資源を保護するためのタイムリーな行動を可能にするAIベース技術に対するニーズの高まりによって、市場の成長は大幅に加速すると予測されます。

さらに、AIはリアルタイムのデータを分析します。これは、気候関連の変化を追跡する上で極めて重要なステップです。人工衛星、モノのインターネット（IoT）センサ、過去の気候記録のような情報源からの膨大で複雑なデータセットを扱い、理解し、分析する能力によって、AIベース気候モデリング産業の成長は主に牽引されています。基本的で伝統的モデルが見逃してしまうような微細なパターンや非線形のつながりを検出し、その結果、より正確で詳細な気候予測が可能になります。データ収集を自動化し、多様なデータストリームをリアルタイムでシームレスに統合することで、AIは気候リスク分析を迅速化し、ハリケーン、洪水、熱波などの異常気象の予測を改善します。

市場成長を促進するもう1つの要因は、サブグリッドスケールのプロセスをモデル化し、従来型気候シミュレーションの偏りを分析できるAIの優位性です。AIによって強化されたパラメタリゼーションと、物理原理とデータ駆動型洞察の両方を組み合わせたハイブリッド手法は、これらのモデルの現実性と精度の向上に役立ちます。さらに、人工知能（AI）は、代替モデリングと最適化を通じてコンピュータ機能の効率を向上させ、気候の迅速なテストと、より迅速な気候リスク管理を可能にします。

気候AIはまた、気候の説明可能性と原因分析を提供することで、科学者が複雑な気候の相互作用と極端な事象が発生する理由をよりよく理解できるようにするというユニークな役割も担っています。これは、気候適応、都市計画、施策立案などのセグメントで、より多くの情報に基づいた意思決定を行うのに役立ちます。モデルの出力を受け取った後は、情報に基づいた戦略を立てるために、実際の生活の中で評価されます。AIはサステイナブル資源管理と災害への備えを担っています。気候科学へのAIの統合は、様々な温度スケールにおける気候変動の予測、解釈、対配合法を強化します。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AIベース気候モデリング市場の変数、動向、範囲

  • 市場系統の展望
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 産業の課題
  • AIベース気候モデリング市場分析ツール
    • 産業分析-ポーターのファイブフォース分析
    • PESTEL分析

第4章 AIベース気候モデリング市場：コンポーネント別、推定・動向分析

  • セグメントダッシュボード
  • AIベース気候モデリング市場：コンポーネント変動分析、2024年と2033年
  • ソフトウェア
  • サービス

第5章 AIベース気候モデリング市場：技術別、推定・動向分析

  • セグメントダッシュボード
  • AIベース気候モデリング市場：技術変動分析、2024年と2033年
  • 機械学習
  • ディープラーニング
  • コンピュータービジョン
  • その他

第6章 AIベース気候モデリング市場：用途別、推定・動向分析

  • セグメントダッシュボード
  • AIベース気候モデリング市場：用途変動分析、2024年と2033年
  • 天気予報
  • 災害予測
  • 気候リスク評価
  • 炭素排出量の追跡
  • その他

第7章 AIベース気候モデリング市場：地域別、推定・動向分析

  • AIベース気候モデリング市場シェア（地域別、2024年と2033年）
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第8章 競合情勢

  • 企業分類
  • 企業の市場ポジショニング
  • 参入企業概要
  • 企業ヒートマップ分析
  • 戦略マッピング
  • 企業プロファイル
    • IBM
    • Google
    • Microsoft
    • AWS
    • NVIDIA Corporation
    • AccuWeather
    • ClimateAI
    • Atmos AI
    • Open Climate Fix
    • Meteomatics AG
図表

List of Tables

  • Table 1 Global AI-Based Climate Modelling Market estimates and forecasts, by region, 2021 - 2033 (USD Million)
  • Table 2 Global AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 3 Global AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 4 Global AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 5 North America AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 6 North America AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 7 North America AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 8 North America AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 9 U.S. AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 10 U.S. AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 11 U.S. AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 12 U.S AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 13 Canada AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 14 Canada AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 15 Canada AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 16 Canada AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 17 Mexico AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 18 Mexico AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 19 Mexico AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 20 Mexico AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 21 Europe AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 22 Europe AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 23 Europe AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 24 Europe AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 25 UK AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 26 UK AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 27 UK AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 28 U.K AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 29 Germany AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 30 Germany AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 31 Germany AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 32 Germany AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 33 Asia Pacific AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 34 Asia Pacific AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 35 Asia Pacific AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 36 Asia Pacific AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 37 China AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 38 China AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 39 China AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 40 China AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 41 India AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 42 India AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 43 India AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 44 India AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 45 Japan AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 46 Japan AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 47 Japan AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 48 Japan AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 49 Australia AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 50 Australia AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 51 Australia AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 52 Australia AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 53 South Korea AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 54 South Korea AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 55 South Korea AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 56 South Korea AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 57 Latin America AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 58 Latin America AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 59 Latin America AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 60 Latin America AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 61 Brazil AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 62 Brazil AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 63 Brazil AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 64 Brazil AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 65 MEA AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 66 MEA AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 67 MEA AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 68 MEA AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 69 KSA AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 70 KSA AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 71 KSA AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 72 KSA AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 73 UAE AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 74 UAE AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 75 UAE AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 76 UAE AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)
  • Table 77 South Africa AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Table 78 South Africa AI-Based Climate Modelling Market estimates and forecasts, by Component, 2021 - 2033 (USD Million)
  • Table 79 South Africa AI-Based Climate Modelling Market estimates and forecasts, by Technology, 2021 - 2033 (USD Million)
  • Table 80 South Africa AI-Based Climate Modelling Market estimates and forecasts, by Application, 2021 - 2033 (USD Million)

List of Figures

  • Fig. 1 AI-Based Climate Modelling Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 AI-Based Climate Modelling Market snapshot
  • Fig. 8 AI-Based Climate Modelling Market segment snapshot
  • Fig. 9 AI-Based Climate Modelling Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 AI-Based Climate Modelling Market, Component outlook key takeaways (USD Million)
  • Fig. 13 AI-Based Climate Modelling Market: Component movement analysis 2024 & 2033 (USD Million)
  • Fig. 14 Software market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 15 Services market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 16 AI-Based Climate Modelling Market, Technology outlook key takeaways (USD Million)
  • Fig. 17 AI-Based Climate Modelling Market: Technology movement analysis 2024 & 2033 (USD Million)
  • Fig. 18 Machine Learning market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 19 Deep Learning market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 20 Computer vision market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 21 Others market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 22 AI-Based Climate Modelling Market, Application outlook key takeaways (USD Million)
  • Fig. 23 AI-Based Climate Modelling Market: Application movement analysis 2024 & 2033 (USD Million)
  • Fig. 24 Weather Forecasting market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 25 Disaster Prediction market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 26 Climate Risk Assessment market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 27 Carbon Emission Tracking market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 28 Others market revenue estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 29 Regional marketplace: Key takeaways
  • Fig. 30 AI-Based Climate Modelling Market: Regional outlook, 2024 & 2033 (USD Million)2033 (USD Million)
  • Fig. 31 North America AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 32 U.S. AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 33 Canada AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 34 Europe AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 35 Mexico AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 36 UK AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 37 Germany AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 38 France AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 39 Asia Pacific AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 40 Japan AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 41 China AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 42 India AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 43 South Korea AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 44 Australia AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 45 Latin America AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 46 Brazil AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 47 MEA AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 48 KSA AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 49 UAE AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 50 South Africa AI-Based Climate Modelling Market estimates and forecasts, 2021 - 2033 (USD Million)
  • Fig. 51 Company Categorization
  • Fig. 52 Company Market Positioning
  • Fig. 53 Strategy framework
目次
Product Code: GVR-4-68040-651-5

AI-Based Climate Modelling Market Summary

The global AI-based climate modelling market size was estimated at USD 343.2 million in 2024 and is projected to reach USD 1,992.1 million by 2033, growing at a CAGR of 21.9% from 2025 to 2033. The market growth is anticipated to be significantly accelerated by the growing need for AI-based technologies that enhance the accuracy of forecasting climate events like heatwaves, droughts, and cyclones, enabling timely actions that help protect the lives of humans, animals, and conserve the resources of the Earth.

Additionally, AI analyzes real-time data, which is the crucial step in tracking climate-related changes as they can happen at any time and anywhere in the world. The AI-based climate modelling industry's growth is mainly driven due to its capability to handle, understand, and analyze vast, complex datasets from sources like satellites, Internet of Things (IoT) sensors, and historical climate records. It detects minute patterns and nonlinear connections that basic and traditional models might miss, which results in more accurate and detailed climate forecasts. By automating data collection and seamlessly integrating diverse data streams in real time, AI speeds up climate risk analyzes and improves predictions of extreme weather events such as hurricanes, floods, and heat waves.

The other factor driving the market growth is the advantage of AI for its ability to model subgrid-scale processes and analyze any biases in traditional climate simulations. AI-enhanced parameterizations and hybrid methods that combine both physical principles with data-driven insights help improve the realism and accuracy of these models. Furthermore, artificial intelligence (AI) improves the efficiency of computer functions through substitute modeling and optimization, enabling quicker testing of the climate and more responsive climate risk management.

Climate AI also has a unique role by offering explainability and causal analysis of the climate, allowing scientists to better understand complex climate interactions and the reasons for extreme events occurring. This helps make more informed decisions in areas like climate adaptation, urban planning, and policy-making. Once the model output is received then they are evaluated in practical life for making informed strategies. AI is responsible for sustainable resource management and disaster preparedness. Its integration into climate science is enhancing how we forecast, interpret, and address climate change across various scales of temperature.

Global AI-Based Climate Modelling Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI-based climate modelling market report based on the component, technology, application, and region:

  • Component Outlook (Revenue, USD Million, 2021 - 2033)
  • Software
  • Services
  • Technology Outlook (Revenue, USD Million, 2021 - 2033)
  • Machine Learning
  • Deep Learning
  • Computer vision
  • Others
  • Application Outlook (Revenue, USD Million, 2021 - 2033)
  • Weather Forecasting
  • Disaster Prediction
  • Climate Risk Assessment
  • Carbon Emission Tracking
  • Others
  • Regional Outlook (Revenue, USD Million, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • India
    • Japan
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI-Based Climate Modelling Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. AI-Based Climate Modelling Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape

Chapter 4. AI-Based Climate Modelling Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI-Based Climate Modelling Market: Component Movement Analysis, 2024 & 2033 (USD Million)
  • 4.3. Software
    • 4.3.1. Software Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 5. AI-Based Climate Modelling Market: Technology Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI-Based Climate Modelling Market: Technology Movement Analysis, 2024 & 2033 (USD Million)
  • 5.3. Machine Learning
    • 5.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.4. Deep Learning
    • 5.4.1. Deep Learning Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.5. Computer vision
    • 5.5.1. Computer Vision Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.6. Others
    • 5.6.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 6. AI-Based Climate Modelling Market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI-Based Climate Modelling Market: Application Movement Analysis, 2024 & 2033 (USD Million)
  • 6.3. Weather Forecasting
    • 6.3.1. Weather Forecasting Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.4. Disaster Prediction
    • 6.4.1. Disaster Prediction Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.5. Climate Risk Assessment
    • 6.5.1. Climate Risk Assessment Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.6. Carbon Emission Tracking
    • 6.6.1. Carbon Emission Tracking Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.7. Others
    • 6.7.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 7. AI-Based Climate Modelling Market: Regional Estimates & Trend Analysis

  • 7.1. AI-Based Climate Modelling Market Share, By Region, 2024 & 2033 (USD Million)
  • 7.2. North America
    • 7.2.1. North America AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.2.1.1. North America AI-Based Climate Modelling Market Estimates and Forecasts, by Country, 2024 - 2033 (USD Million)
      • 7.2.1.2. North America AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.2.1.3. North America AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.2.1.4. North America AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.2.2.2. U.S. AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.2.2.3. U.S. AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.2.2.4. U.S. AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.2.3.2. Canada AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.2.3.3. Canada AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.2.4.2. Mexico AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.2.4.3. Mexico AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.3.1.1. Europe AI-Based Climate Modelling Market Estimates and Forecasts, by Country, 2024 - 2033 (USD Million)
      • 7.3.1.2. Europe AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.3.1.3. Europe AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.3.1.4. Europe AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.3.2.2. UK AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.3.2.3. UK AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.3.3.2. Germany AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.3.3.3. Germany AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.3.4.2. France AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.3.4.3. France AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.4.1.1. Asia Pacific AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.1.2. Asia Pacific AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.1.3. Asia Pacific AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.4.2.2. China AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.2.3. China AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.2.4. China AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.3.2. Japan AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.3.3. Japan AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.4.2. India AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.4.3. India AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.5.2. South Korea AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.5.3. South Korea AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.4.6.2. Australia AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.4.6.3. Australia AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.5.1.1. Latin America AI-Based Climate Modelling Market Estimates and Forecasts, by Country, 2024 - 2033 (USD Million)
      • 7.5.1.2. Latin America AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.5.1.3. Latin America AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.5.1.4. Latin America AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.5.2.2. Brazil AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.5.2.3. Brazil AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.5.2.4. Brazil AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa AI-Based Climate Modelling Market Estimates and Forecasts, 2024 - 2033 (USD Million)
      • 7.6.1.1. Middle East and Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.6.1.2. Middle East and Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.6.1.3. Middle East and Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.6.2. UAE
      • 7.6.2.1. UAE AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.6.2.2. UAE AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.6.2.3. UAE AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.6.3. KSA
      • 7.6.3.1. KSA AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.6.3.2. KSA AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.6.3.3. KSA AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Component, 2024 - 2033 (USD Million)
      • 7.6.4.2. South Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Technology, 2024 - 2033 (USD Million)
      • 7.6.4.3. South Africa AI-Based Climate Modelling Market Estimates and Forecasts, by Application, 2024 - 2033 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Product Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles
    • 8.8.1. IBM
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. Google
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Microsoft
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. AWS
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. NVIDIA Corporation
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. AccuWeather
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. ClimateAI
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. Atmos AI
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. Open Climate Fix
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. Meteomatics AG
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments