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環境持続性におけるAIの市場規模、シェア、動向分析レポート：用途別、技術別、最終用途別、地域別、セグメント別予測、2025年～2033年

AI In Environmental Sustainability Market Size, Share & Trends Analysis Report By Application, By Technology, By End Use, By Region, And Segment Forecasts, 2025 - 2033

出版日
ページ情報
英文 200 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
環境持続性におけるAIの市場規模、シェア、動向分析レポート：用途別、技術別、最終用途別、地域別、セグメント別予測、2025年～2033年
出版日: 2025年07月30日
発行: Grand View Research
ページ情報: 英文 200 Pages
納期: 2～10営業日
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  • 概要
  • 図表
  • 目次
概要

環境持続性におけるAI市場サマリー

環境持続性におけるAIの世界市場規模は、2024年に165億5,000万米ドルと評価され、2033年には840億3,000万米ドルに達し、2025年から2033年までのCAGRは19.8%で成長すると予測されています。政府や産業界が環境課題に取り組むためにデータ主導のアプローチを優先しているため、業界は拡大しています。

リアルタイムの環境データの利用可能性が高まっていることが、監視と対応のためのAIツールの採用を促進しています。組織は、エネルギー消費を最適化し、排出量を削減し、天然資源をより効率的に管理するために機械学習モデルを導入しています。AIアルゴリズムの進歩により、さまざまな分野でより迅速で正確な環境意思決定が可能になりつつあります。

業界では、デジタルインフラ全体のエネルギー消費削減への注目が高まっています。AIワークロードの急速な拡大により、高性能でエネルギー効率に優れたデータセンターの必要性が高まっています。環境に対する関心の高まりは、より環境に優しい技術の採用を組織に促しています。データセンターの設計では、液体冷却とAI主導の最適化ツールが一般的になりつつあります。企業は、計算需要と二酸化炭素排出量削減のバランスをとる方法を模索しています。このシフトは、運用効率を向上させながら、長期的な持続可能性の目標をサポートします。各社は、エネルギーに配慮した先進的なAIインフラソリューションの開発に向け、積極的に提携しています。例えば、2024年12月、世界のエネルギー管理およびオートメーション企業であるシュナイダーエレクトリックは、エヌビディアコーポレーションと提携し、持続可能なデータセンターのためのAIに焦点を当てたエネルギーおよび冷却ソリューションを共同開発し、冷却エネルギー使用量を約20％削減しました。この提携には、高密度のAIワークロードをサポートするリファレンスデザインが含まれ、エネルギー効率の高いインフラの構築にすでに利用されています。

パーソナルケア製品の処方は、AI主導の持続可能な開発によって変革されつつあります。企業はAIを使用して、成分や処方の大規模なデータセットを分析しています。これにより、高い性能と安全性を維持しながら、より迅速なイノベーションが可能になります。AIは、バイオベースおよび循環経済適合材料の特定を支援します。AIはエネルギー使用量と材料廃棄量の削減目標をサポートします。こうした取り組みは、環境に配慮した製品を求める消費者の需要の高まりと一致しています。いくつかの企業は、持続可能な原材料を使用して化粧品を再製造するためのカスタムAIモデルを構築しています。例えば2025年1月、IBMコーポレーションはフランスの多国籍パーソナルケア企業であるロレアルと提携し、持続可能な原材料を使用した化粧品の処方を改善するためのカスタム生成AI基盤モデルを構築しました。このパートナーシップは、ロレアルの2030年の持続可能性目標をサポートするために、エネルギーと材料の無駄を削減しながら、製品のイノベーションを強化することを目的としています。

AIによって強化された環境モニタリングと早期警告システムは、環境リスクの検出と管理の方法を改善しています。これらのシステムは、人工衛星、IoTセンサー、気象観測所からのデータをリアルタイムで処理する機械学習アルゴリズムを使用しています。パターンや異常を特定することで、AIは洪水、山火事、干ばつ、汚染急増などの事象を予測するのに役立ちます。これにより、地域社会や当局に発する警報の適時性と精度が向上します。AIモデルはまた、森林伐採、違法採掘、水質汚染の発生源の特定にも役立ちます。このような洞察により、より迅速な政策対応と執行措置が可能になります。予測ツールは、災害軽減や緊急事態対応のためのより良い計画をサポートします。政府や環境機関は、気候関連の混乱に対する回復力を強化するために、これらのツールを統合しています。これらのシステムは、業務効率を向上させながら、人的労力とミスを削減します。

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 環境持続性におけるAI市場の変数、動向、範囲

  • 環境持続可能性における世界のAI市場展望
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入からの脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術的情勢
    • 環境情勢
    • 法的な情勢

第4章 環境持続性におけるAIの市場：用途の推定と予測

  • 環境持続性におけるAIの市場：用途変動分析、2024年および2033年
    • 気候変動緩和
    • 再生可能エネルギー最適化
    • 廃棄物管理
    • 水資源管理
    • 生物多様性と野生生物モニタリング
    • 精密農業
    • 大気質モニタリング
    • 自然災害予測と対応

第5章 環境持続性におけるAIの市場：技術の推定と予測

  • 環境持続性におけるAIの市場：技術変動分析、2024年および2033年
    • 機械学習
    • コンピュータービジョン
    • 自然言語処理
    • 予測分析
    • 強化学習

第6章 環境持続性におけるAIの市場：最終用途の推定と予測

  • 環境持続性におけるAIの市場：最終用途変動分析、2024年および2033年
    • 政府および公共部門
    • エネルギー・公益事業
    • 農業
    • 運輸・物流
    • 製造業

第7章 環境持続性におけるAIの市場：地域の推定と予測

  • 環境持続性におけるAI市場シェア：地域別、2024年および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
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
  • 中東およびアフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第8章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店およびチャネルパートナーのリスト
    • 潜在顧客リスト/リスト
  • 競争ダイナミクス
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル
    • Amazon Web Services, Inc.
    • Cisco Systems, Inc.
    • Google LLC
    • Hitachi, Ltd.
    • IBM Corporation
    • Microsoft
    • NVIDIA Corporation
    • Oracle Corporation
    • Schneider Electric
    • Siemens
図表

List of Tables

  • Table 1. Global AI in Environmental Sustainability market estimates and forecasts, by region, 2021 - 2033 (USD Billion)
  • Table 2. Global AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 3. Global AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 4. Global AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 5. North America AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 6. North America AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 7. North America AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 8. North America AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 9. U.S. AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 10. U.S. AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 11. U.S. AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 12. Canada AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 13. Canada AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 14. Canada AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 15. Mexico AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 16. Mexico AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 17. Mexico AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 18. Europe AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 19. Europe AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 20. Europe AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 21. Europe AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 22. UK AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 23. UK AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 24. UK AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 25. Germany AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 26. Germany AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 27. Germany AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 28. France AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 29. France AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 30. France AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 31. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 32. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 33. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 34. Asia Pacific AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 35. China AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 36. China AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 37. China AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 38. Japan AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 39. Japan AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 40. Japan AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 41. India AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 42. India AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 43. India AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 44. Australia AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 45. Australia AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 46. Australia AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 47. South Korea AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 48. South Korea AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 49. South Korea AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 50. Latin America AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 51. Latin America AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 52. Latin America AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 53. Latin America AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 54. Brazil AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 55. Brazil AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 56. Brazil AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 57. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by country, 2021 - 2033 (USD Billion)
  • Table 58. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 59. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 60. Middle East & Africa AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 61. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 62. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 63. Saudi Arabia AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 64. UAE AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 65. UAE AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 66. UAE AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)
  • Table 67. South Africa AI in Environmental Sustainability market estimates and forecasts, by Application, 2021 - 2033 (USD Billion)
  • Table 68. South Africa AI in Environmental Sustainability market estimates and forecasts, by Technology, 2021 - 2033 (USD Billion)
  • Table 69. South Africa AI in Environmental Sustainability market estimates and forecasts, by End Use, 2021 - 2033 (USD Billion)

List of Figures

  • Fig. 1 AI in Environmental Sustainability market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI in Environmental Sustainability market snapshot
  • Fig. 9 AI in Environmental Sustainability market segment snapshot
  • Fig. 10 AI in Environmental Sustainability market competitive sector snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI in Environmental Sustainability market: Application outlook key takeaways (USD Billion)
  • Fig. 15 AI in Environmental Sustainability market: Application movement analysis 2024 & 2033 (USD Billion)
  • Fig. 16 Climate Change Mitigation market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 17 Renewable Energy Optimization market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 18 Waste Management market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 19 Water Resource Management market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 20 Biodiversity & Wildlife Monitoring market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 21 Precision Agriculture market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 22 Air Quality Monitoring market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 23 Natural Disaster Prediction & Response market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 24 AI in Environmental Sustainability market: Technology outlook key takeaways (USD Billion)
  • Fig. 25 AI in Environmental Sustainability market: Technology movement analysis 2024 & 2033 (USD Billion)
  • Fig. 26 Machine Learning market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 27 Computer Vision market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 28 Natural Language Processing market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 29 Predictive Analytics market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 30 Reinforcement Learning market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 31 AI in Environmental Sustainability market: End Use outlook key takeaways (USD Billion)
  • Fig. 32 AI in Environmental Sustainability market: End Use movement analysis 2024 & 2033 (USD Billion)
  • Fig. 33 Government & Public Sector market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 34 Energy & Utilities market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 35 Agriculture market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 36 Transportation & Logistics market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 37 Manufacturing market revenue estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 38 AI in Environmental Sustainability market: Regional outlook, 2024 & 2033 (USD Billion)
  • Fig. 39 North America AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 40 U.S. AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 41 Canada AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 42 Mexico AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 43 Europe AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 44 U.K. AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 45 Germany AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 46 France AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 47 Asia Pacific AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 48 China AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 49 Japan AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 50 India AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 51 Australia AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 52 South Korea AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 53 Latin America AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 54 Brazil AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 55 MEA AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 56 KSA AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 57 UAE AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 58 South Africa AI in Environmental Sustainability market estimates and forecasts, 2021 - 2033 (USD Billion)
  • Fig. 59 Strategy framework
  • Fig. 60 Company Categorization
目次
Product Code: GVR-4-68040-692-6

AI In Environmental Sustainability Market Summary

The global AI in environmental sustainability market size was valued at USD 16.55 billion in 2024 and is projected to reach USD 84.03 billion by 2033, growing at a CAGR of 19.8% from 2025 to 2033. The industry is expanding as governments and industries prioritize data-driven approaches to tackle environmental challenges.

Increasing availability of real-time environmental data is driving the adoption of AI tools for monitoring and response. Organizations are deploying machine learning models to optimize energy consumption, reduce emissions, and manage natural resources more efficiently. Advancements in AI algorithms are enabling faster, more accurate environmental decision-making across multiple sectors.

The industry is seeing increased focus on reducing energy consumption across digital infrastructure. Rapid expansion of AI workloads is prompting the need for data centers that are both high-performance and energy-efficient. Rising environmental concerns are encouraging organizations to adopt greener technologies. Liquid cooling and AI-driven optimization tools are becoming more common in data center design. Companies are seeking ways to balance computational demand with carbon footprint reduction. This shift supports long-term sustainability goals while improving operational efficiency. Companies are actively partnering to develop advanced, energy-conscious AI infrastructure solutions. For instance, in December 2024, Schneider Electric, a global energy management and automation company, partnered with NVIDIA Corporation to co-develop AI-focused energy and cooling solutions for sustainable data centers to reduce cooling energy usage by about 20%. This partnership includes reference designs that support high-density AI workloads and are already being used to build energy-efficient infrastructure.

Personal care product formulation is being transformed through AI-driven sustainable development. Companies are using AI to analyze large datasets of ingredients and formulations. This enables faster innovation while maintaining high performance and safety. AI helps identify bio-based and circular economy-compatible materials. It supports goals for reducing energy use and material waste. These efforts align with rising consumer demand for eco-conscious products. Several companies are building custom AI models to reformulate cosmetics using sustainable raw materials. For instance, in January 2025, IBM Corporation partnered with L'Oreal, a French multinational personal care company, to create a custom generative AI foundation model to improve cosmetic formulations using sustainable raw materials. This partnership aims to enhance product innovation while reducing energy and material waste in support of L'Oreal's 2030 sustainability goals.

AI-enhanced environmental monitoring and early warning systems are improving the way environmental risks are detected and managed. These systems use machine learning algorithms to process data from satellites, IoT sensors, and weather stations in real time. By identifying patterns and anomalies, AI helps predict events such as floods, wildfires, droughts, and pollution spikes. This improves the timeliness and accuracy of warnings issued to communities and authorities. AI models also assist in identifying sources of deforestation, illegal mining, and water contamination. Such insights enable faster policy responses and enforcement actions. Predictive tools support better planning for disaster mitigation and emergency response. Governments and environmental agencies are integrating these tools to enhance resilience against climate-related disruptions. These systems reduce human effort and error while improving operational efficiency.

Global AI In Environmental Sustainability Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends and opportunities in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI in environmental sustainability market report on the basis of application, technology, end use, and region.

  • Application Outlook (Revenue, USD Billion, 2021 - 2033)
  • Climate Change Mitigation
  • Renewable Energy Optimization
  • Waste Management
  • Water Resource Management
  • Biodiversity & Wildlife Monitoring
  • Precision Agriculture
  • Air Quality Monitoring
  • Natural Disaster Prediction & Response
  • Technology Outlook (Revenue, USD Billion, 2021 - 2033)
  • Machine Learning
  • Computer Vision
  • Natural Language Processing
  • Predictive Analytics
  • Reinforcement Learning
  • End Use Outlook (Revenue, USD Billion, 2021 - 2033)
  • Government & Public Sector
  • Energy & Utilities
  • Agriculture
  • Transportation & Logistics
  • Manufacturing
  • Regional Outlook (Revenue, USD Billion, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
  • Latin America
    • Brazil
  • Middle East & Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Models
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

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

Chapter 3. AI in Environmental Sustainability Market Variables, Trends & Scope

  • 3.1. Global AI in Environmental Sustainability Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI in Environmental Sustainability Market: Application Estimates & Forecasts

  • 4.1. AI in Environmental Sustainability Market: Application Movement Analysis, 2024 & 2033
    • 4.1.1. Climate Change Mitigation
      • 4.1.1.1. Climate Change Mitigation Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.2. Renewable Energy Optimization
      • 4.1.2.1. Renewable Energy Optimization Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.3. Waste Management
      • 4.1.3.1. Waste Management Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.4. Water Resource Management
      • 4.1.4.1. Water Resource Management Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.5. Biodiversity & Wildlife Monitoring
      • 4.1.5.1. Biodiversity & Wildlife Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.6. Precision Agriculture
      • 4.1.6.1. Precision Agriculture Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.7. Air Quality Monitoring
      • 4.1.7.1. Air Quality Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 4.1.8. Natural Disaster Prediction & Response
      • 4.1.8.1. Natural Disaster Prediction & Response Monitoring Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 5. AI in Environmental Sustainability Market: Technology Estimates & Forecasts

  • 5.1. AI in Environmental Sustainability Market: Technology Movement Analysis, 2024 & 2033
    • 5.1.1. Machine Learning
      • 5.1.1.1. Machine Learning Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.2. Computer Vision
      • 5.1.2.1. Computer Vision Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.3. Natural Language Processing
      • 5.1.3.1. Natural Language Processing Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.4. Predictive Analytics
      • 5.1.4.1. Predictive Analytics Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 5.1.5. Reinforcement Learning
      • 5.1.5.1. Reinforcement Learning Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 6. AI in Environmental Sustainability Market: End Use Outlook Estimates & Forecasts

  • 6.1. AI in Environmental Sustainability Market: End Use Movement Analysis, 2024 & 2033
    • 6.1.1. Government & Public Sector
      • 6.1.1.1. Government & Public Sector Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.2. Energy & Utilities
      • 6.1.2.1. Energy & Utilities Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.3. Agriculture
      • 6.1.3.1. Agriculture Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.4. Transportation & Logistics
      • 6.1.4.1. Transportation & Logistics Market estimates and forecast, 2021 - 2033 (USD Billion)
    • 6.1.5. Manufacturing
      • 6.1.5.1. Manufacturing Market estimates and forecast, 2021 - 2033 (USD Billion)

Chapter 7. AI in Environmental Sustainability Market: Regional Estimates & Trend Analysis

  • 7.1. AI in Environmental Sustainability Market Share, By Region, 2024 & 2033 (USD Billion)
  • 7.2. North America
    • 7.2.1. North America AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.1.1. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.2.1.2. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.1.3. North America AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.1.4. North America AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.2.2. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.2.3. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.2.4. U.S. AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.3. Canada
      • 7.2.3.1. Canada AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.3.2. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.3.3. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.3.4. Canada AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.2.4.2. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.2.4.3. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.2.4.4. Mexico AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.3. Europe
    • 7.3.1. Europe AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.1.1. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.3.1.2. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.1.3. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.1.4. Europe AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.2.2. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.2.3. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.2.4. U.K. AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.3. Germany
      • 7.3.3.1. Germany AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.3.2. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.3.3. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.3.4. Germany AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.3.4. France
      • 7.3.4.1. France AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.3.4.2. France AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.3.4.3. France AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.3.4.4. France AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.1.1. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.4.1.2. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.1.3. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.1.4. Asia Pacific AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.2. China
      • 7.4.2.1. China AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.2.2. China AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.2.3. China AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.2.4. China AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.3. Japan
      • 7.4.3.1. Japan AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.3.2. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.3.3. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.3.4. Japan AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.4. India
      • 7.4.4.1. India AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.4.2. India AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.4.3. India AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.4.4. India AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.5. Australia
      • 7.4.5.1. Australia AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.5.2. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.5.3. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.5.4. Australia AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.4.6. South Korea
      • 7.4.6.1. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.4.6.2. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.4.6.3. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.4.6.4. South Korea AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.5. Latin America
    • 7.5.1. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.5.1.1. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.5.1.2. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.5.1.3. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.5.1.4. Latin America AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.5.2.2. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.5.2.3. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.5.2.4. Brazil AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.1.1. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Country, 2021 - 2033 (USD Billion)
      • 7.6.1.2. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.1.3. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.1.4. Middle East and Africa AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.2. KSA
      • 7.6.2.1. KSA AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.2.2. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.2.3. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.2.4. KSA AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.3. UAE
      • 7.6.3.1. UAE AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.3.2. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.3.3. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.3.4. UAE AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, 2021 - 2033 (USD Billion)
      • 7.6.4.2. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Billion)
      • 7.6.4.3. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Billion)
      • 7.6.4.4. South Africa AI in Environmental Sustainability Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Billion)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Vendor Landscape
    • 8.2.1. Company categorization
    • 8.2.2. List of Key Distributors and channel Partners
    • 8.2.3. List of Potential Customers/Listing
  • 8.3. Competitive Dynamics
    • 8.3.1. Competitive Benchmarking
    • 8.3.2. Strategy Mapping
    • 8.3.3. Heat Map Analysis
  • 8.4. Company Profiles/Listing
    • 8.4.1. Amazon Web Services, Inc.
      • 8.4.1.1. Participant's overview
      • 8.4.1.2. Financial performance
      • 8.4.1.3. Product benchmarking
      • 8.4.1.4. Strategic initiatives
    • 8.4.2. Cisco Systems, Inc.
      • 8.4.2.1. Participant's overview
      • 8.4.2.2. Financial performance
      • 8.4.2.3. Product benchmarking
      • 8.4.2.4. Strategic initiatives
    • 8.4.3. Google LLC
      • 8.4.3.1. Participant's overview
      • 8.4.3.2. Financial performance
      • 8.4.3.3. Product benchmarking
      • 8.4.3.4. Strategic initiatives
    • 8.4.4. Hitachi, Ltd.
      • 8.4.4.1. Participant's overview
      • 8.4.4.2. Financial performance
      • 8.4.4.3. Product benchmarking
      • 8.4.4.4. Strategic initiatives
    • 8.4.5. IBM Corporation
      • 8.4.5.1. Participant's overview
      • 8.4.5.2. Financial performance
      • 8.4.5.3. Product benchmarking
      • 8.4.5.4. Strategic initiatives
    • 8.4.6. Microsoft
      • 8.4.6.1. Participant's overview
      • 8.4.6.2. Financial performance
      • 8.4.6.3. Product benchmarking
      • 8.4.6.4. Strategic initiatives
    • 8.4.7. NVIDIA Corporation
      • 8.4.7.1. Participant's overview
      • 8.4.7.2. Financial performance
      • 8.4.7.3. Product benchmarking
      • 8.4.7.4. Strategic initiatives
    • 8.4.8. Oracle Corporation
      • 8.4.8.1. Participant's overview
      • 8.4.8.2. Financial performance
      • 8.4.8.3. Product benchmarking
      • 8.4.8.4. Strategic initiatives
    • 8.4.9. Schneider Electric
      • 8.4.9.1. Participant's overview
      • 8.4.9.2. Financial performance
      • 8.4.9.3. Product benchmarking
      • 8.4.9.4. Strategic initiatives
    • 8.4.10. Siemens
      • 8.4.10.1. Participant's overview
      • 8.4.10.2. Financial performance
      • 8.4.10.3. Product benchmarking
      • 8.4.10.4. Strategic initiatives