気候データ分析の世界市場レポート 2025年

気候データ分析市場規模は、今後数年間で飛躍的な成長が見込まれます。2029年にはCAGR29.7％で44億5,000万米ドルに成長します。予測期間の成長は、気候レジリエンスへの重点の高まり、様々な分野でのアプリケーションの拡大、企業の持続可能性への取り組みの増加、気候ソリューションのための国際協力、実行可能な洞察への需要の高まりに起因しています。予測期間の主な動向には、地理情報システムの統合、データセキュリティのためのブロックチェーンの応用、政策主導の市場成長、新興企業の出現などがあります。

気候変動に対処する戦略への重点の高まりが、気候データ分析市場の拡大を促進すると予測されます。気候変動緩和戦略では、温室効果ガスの排出を抑制する対策を実施し、人間活動が地球の気候に与える影響を最小限に抑えることを目指します。この協調的な取り組みは、地球温暖化を遅らせ、長期的な環境影響を緩和することを目的としています。気候関連の取り組みにおいて意思決定を促進するための正確な洞察への需要が急増し、高度なデータ分析ツールや技術の導入が促進されています。特筆すべきは、2023年4月、世界貿易機関（WTO）、世界銀行グループ、世界経済フォーラムが共同で「気候・貿易に関する行動（ACT）」イニシアティブを導入したことです。このイニシアティブは、後発開発途上国を含む新興経済諸国が気候目標を達成するために貿易を活用できるよう支援することを目的としています。このパイロット・プロジェクトは、これらの経済圏との協力を通じて、貿易に特化した気候分析を行う。さらに、2022年11月、気候変動枠組条約締約国会議（COP27）は、2050年までに国内政府事業からの排出量を正味ゼロにすることを目指す「ネット・ゼロ政府イニシアティブ」を立ち上げました。このイニシアティブには、クリーンな成長、気候変動への適応、気候関連の金融リスク管理への支援強化が含まれています。その結果、気候変動緩和戦略への注目が高まり、気候データ分析市場を牽引することになります。

気象予測に人工知能（AI）と機械学習（ML）を取り入れることで、気候データ分析市場の拡大が促進される見通しです。AIとは、情報技術と膨大なデータベースを活用して問題を解決する学問分野を指し、MLはAIとコンピュータ技術のサブセットで、アルゴリズムとデータを用いて人間の学習を模倣し、その精度を徐々に高めていく。AIとMLが天気予報と気候データ分析に統合されることで、気象情報の精度、適時性、関連性が高まることが期待されます。この進歩は、様々な産業に利益をもたらし、気候関連の課題に対処する能力を向上させる。例えば、FREETHINKが報じているように、天気予報におけるAIの活用は、この分野に画期的な変革をもたらす可能性を秘めています。この技術革新により、世界の気象予測は、現在の標準的な技術に比べて10,000倍以上効率的かつ費用対効果の高いものとなり、しかも精度を維持または向上させる可能性があります。したがって、気象予測におけるAIとMLの採用は、気候データ分析市場を推進すると予想されます。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 市場- 金利、インフレ、地政学、コロナ、回復が市場に与える影響を含むマクロ経済シナリオ

第5章 世界の成長分析と戦略分析フレームワーク

• 世界気候データ分析PESTEL分析（政治、社会、技術、環境、法的要因、促進要因、抑制要因）
• 最終用途産業の分析
• 世界の気候データ分析市場：成長率分析
• 世界の気候データ分析市場の実績：規模と成長, 2019-2024
• 世界の気候データ分析市場の予測：規模と成長, 2024-2029, 2034F
• 世界気候データ分析総アドレス可能市場（TAM）

第6章 市場セグメンテーション

• 世界の気候データ分析市場ツール別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 気候データオペレーター（CDO）
• 気候予測システム（CFS）
• 気候モデル相互比較プロジェクト（CMIP）
• 国立環境予測センター（NCEP）再解析データ
• 欧州中期予報センター（ECMWF）ERA5
• アメリカ航空宇宙局（NASA）
• 調査と応用のための現代回顧的分析（MERRA）
• アメリカ海洋大気庁（NOAA）
• 気候予測センター（CPC）データ地球規模歴史気候学ネットワーク（GHCN）
• その他のツール
• 世界の気候データ分析市場：方法別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 気候モデル評価
• 地球システムモデルの変動性
• 気候データの処理と可視化
• 気候データ形式
• 統計的手法
• 世界の気候データ分析市場データタイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 降水量
• 温度
• 風速
• 湿度
• 世界の気候データ分析市場：用途別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 天気予報と予測
• 気候変動調査
• 再生可能エネルギー
• 天然資源管理
• 都市計画とインフラ
• 世界の気候データ分析市場：エンドユーザー別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 政府機関および調査機関
• エネルギー分野
• 農業と食品産業
• 保険とリスク管理
• 輸送と物流
• 世界の気候データ分析市場気候データオペレーター（CDO）の種類別のサブセグメンテーション、実績と予測, 2019-2024, 2024-2029F, 2034F
• CDOコマンドラインツール
• CDOグラフィカルユーザーインターフェイスツール
• 世界の気候データ分析市場、気候予報システム（CFS）のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• CFSv2
• CFS再解析
• 世界の気候データ分析市場気候モデル相互比較プロジェクト（CMIP）のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• CMIP5
• CMIP6
• 世界の気候データ分析市場国立環境予測センター（NCEP）再解析データの種類別のサブセグメンテーション、実績と予測, 2019-2024, 2024-2029F, 2034F
• NCEPまたはNCAR再解析
• NCEP/DOE再解析
• 世界の気候データ分析市場、欧州中期予報センター（ECMWF）ERA5のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• ERA5土地
• ERA5気候データストア
• 世界の気候データ分析市場アメリカ航空宇宙局（NASA）のタイプ別サブセグメンテーション、実績と予測, 2019-2024, 2024-2029F, 2034F
• NASA GES DISCデータ
• NASA MODISデータ
• 世界の気候データ分析市場、調査と応用のための現代回顧的分析（MERRA）のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• メラ-1
• メラ-2
• 世界の気候データ分析市場アメリカ海洋大気庁（NOAA）のサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• NOAA国立気象局データ
• NOAA気候データオンライン
• 世界の気候データ分析市場気候予測センター（CPC）データのサブセグメンテーション（タイプ別）、実績と予測, 2019-2024, 2024-2029F, 2034F
• CPC気候見通し
• CPCテレコネクションパターン
• 世界の気候データ分析市場、その他のツールのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
• GHCNデイリー
• GHCN-月刊
• カスタム気候データソリューション
• サードパーティの気候データサービス

第7章 地域別・国別分析

• 世界の気候データ分析市場：地域別、実績と予測, 2019-2024, 2024-2029F, 2034F
• 世界の気候データ分析市場：国別、実績と予測, 2019-2024, 2024-2029F, 2034F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

• 気候データ分析市場：競合情勢
• 気候データ分析市場：企業プロファイル
  • IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Schneider Electric SE Overview, Products and Services, Strategy and Financial Analysis
  • Verisk Analytics Inc Overview, Products and Services, Strategy and Financial Analysis
  • MSCI Inc Overview, Products and Services, Strategy and Financial Analysis
  • Risk Management Solutions Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章 その他の大手企業と革新的企業

• Environmental Systems Research Institute Inc.
• Vaisala Corporation
• Meteo-France
• National Oceanic and Atmospheric Administration
• AccuWeather Inc.
• StormGeo
• Climate Corporation
• The Climate Corporation
• Environics Analytics Group Ltd
• Earth Networks Inc.
• Climeworks AG
• Climatempo
• Planalytics Inc.
• Meteomatics AG
• Climate X Ltd.

第32章 世界の市場競合ベンチマーキングとダッシュボード

第33章 主要な合併と買収

第34章 最近の市場動向

第35章 市場の潜在力が高い国、セグメント、戦略

• 気候データ分析市場2029：新たな機会を提供する国
• 気候データ分析市場2029：新たな機会を提供するセグメント
• 気候データ分析市場2029：成長戦略
  • 市場動向に基づく戦略
  • 競合の戦略

第36章 付録

Climate data analysis involves the collection, processing, and examination of climate and weather patterns. This information is crucial for understanding the impacts of climate change on diverse sectors, including finance, risk management, and environmental planning.

Key tools utilized in climate data analysis encompass Climate Data Operators (CDO), the Climate Forecast System (CFS), the Climate Model Intercomparison Project (CMIP), National Centers for Environmental Prediction (NCEP) reanalysis data, European Center for Medium-Range Weather Forecasts (ECMWF) ERA5, National Aeronautics and Space Administration (NASA), Modern-Era Retrospective Analysis for Research and Applications (MERRA), National Oceanic and Atmospheric Administration (NOAA), Climate Prediction Center (CPC) data, Global Historical Climatology Network (GHCN), and others. Climate Data Operators (CDO) refer to a software package extensively employed in climate science. It facilitates the alteration and analysis of climate datasets, offering robust command-line capabilities for tasks such as data extraction, aggregation, and computation, contributing to insightful climate data analysis. Various analytical approaches, including climate model evaluation, variability in Earth system models, climate data processing and visualization, climate data formats, and statistical methods, are employed. These methods are applied to analyze various data types such as precipitation, temperature, wind speed, and humidity. The outcomes of this analysis find application in diverse fields, including weather forecasting, climate change research, renewable energy, natural resource management, urban planning, and infrastructure. End users of climate data analysis include government agencies, research institutions, energy sectors, agriculture and food industries, insurance and risk management, as well as transportation and logistics.

The climate data analysis market research report is one of a series of new reports from The Business Research Company that provides climate data analysis market statistics, including climate data analysis industry global market size, regional shares, competitors with a climate data analysis market share, detailed climate data analysis market segments, market trends and opportunities, and any further data you may need to thrive in the climate data analysis industry. This climate data analysis market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The climate data analysis market size has grown exponentially in recent years. It will grow from $1.18 billion in 2024 to $1.57 billion in 2025 at a compound annual growth rate (CAGR) of 33.5%. The growth in the historic period can be attributed to increased climate change concerns, regulatory compliance, and reporting, rising frequency of extreme weather events, research and academic applications, government initiatives and funding.

The climate data analysis market size is expected to see exponential growth in the next few years. It will grow to $4.45 billion in 2029 at a compound annual growth rate (CAGR) of 29.7%. The growth in the forecast period can be attributed to growing emphasis on climate resilience, expanding applications in various sectors, increasing corporate sustainability initiatives, international collaboration for climate solutions, growing demand for actionable insights. Major trends in the forecast period include integration of geographic information systems, application of blockchain for data security, policy-driven market growth, emergence of startups.

The increasing emphasis on strategies to address climate change is anticipated to propel the expansion of the climate data analysis market. Climate change mitigation strategies involve implementing measures to curtail greenhouse gas emissions, aiming to minimize the impact of human activities on the Earth's climate. This concerted effort aims to slow down global warming and alleviate long-term environmental consequences. The surge in demand for precise insights to facilitate decision-making in climate-related endeavors is fostering the uptake of sophisticated data analysis tools and technologies. Notably, in April 2023, the World Trade Organization, the World Bank Group, and the World Economic Forum jointly introduced the Action on Climate and Trade (ACT) initiative. This initiative is geared towards assisting developing economies, including the least developed, in utilizing trade to attain climate objectives. Through collaborative efforts with these economies, this pilot project will generate trade-specific climate analyses. Additionally, in November 2022, the Climate Change Conference of the Parties (COP27) launched the Net-Zero Government Initiative, aiming to achieve net-zero emissions from domestic government operations by 2050. This initiative includes bolstering support for clean growth, climate adaptation, and managing climate-related financial risks. Consequently, the growing focus on climate change mitigation strategies is set to drive the climate data analysis market.

The incorporation of artificial intelligence (AI) and machine learning (ML) in weather forecasting is poised to stimulate the expansion of the climate data analysis market. AI refers to a field of study leveraging information technology and extensive databases to solve problems, while ML, a subset of AI and computer technology, employs algorithms and data to mimic human learning, progressively refining its accuracy. The integration of AI and ML into weather forecasting and climate data analysis holds the promise of enhancing the precision, timeliness, and relevance of weather information. This advancement stands to benefit various industries and improve the capability to address climate-related challenges. For instance, as reported by Freethink, the utilization of AI in weather forecasting presents the potential for a groundbreaking transformation in the field. This innovation could make global weather prediction over 10,000 times more efficient and cost-effective compared to the current standard technology, all while potentially maintaining or improving accuracy levels. Thus, the adoption of AI and ML in weather forecasts is expected to propel the climate data analysis market.

Leading companies in the climate data analysis market are focusing on creating advanced solutions, such as climate risk models, to predict the effects of climate change. These tools utilize AI and big data to aid in risk assessment, adaptation planning, and regulatory compliance. Climate risk models evaluate the potential impacts of climate change on assets and ecosystems by integrating scientific data and climate scenarios. They support decision-making for adaptation and mitigation strategies to manage climate-related risks. For example, in December 2022, CoreLogic, a US-based financial services company, launched Climate Risk Analytics. This platform helps organizations assess and mitigate climate-related risks by providing comprehensive, data-driven insights, enabling informed decision-making and strategic planning. Its goal is to enhance resilience against climate change impacts, protect assets, and ensure compliance with evolving regulations.

In March 2022, Tetra Tech Inc., a prominent US-based consulting and engineering service provider, completed the acquisition of Axiom Data Science LLC for an undisclosed sum. This strategic move enables Tetra Tech Inc. to enhance its offerings with advanced analytics capabilities in oceans and ecosystems, thereby advancing climate science for its clients. Notable among these clients are the National Oceanic and Atmospheric Administration (NOAA) and the National Aeronautics and Space Administration (NASA). Axiom Data Science LLC, the acquired entity, is a US-based company specializing in informatics and software development, particularly focused on the creation of climate data analytics solutions.

Major companies operating in the climate data analysis market report are IBM Corporation, Schneider Electric SE, Verisk Analytics Inc., MSCI Inc., Risk Management Solutions Inc., Environmental Systems Research Institute Inc., Vaisala Corporation, Meteo-France, National Oceanic and Atmospheric Administration, AccuWeather Inc., StormGeo, Climate Corporation, The Climate Corporation, Environics Analytics Group Ltd., Earth Networks Inc., Climeworks AG, Climatempo, Planalytics Inc., Meteomatics AG, Climate X Ltd., Climate Analytics GmbH., Jupiter Intelligence Inc., Weather Source LLC, Sensible Weather, Climatiq Technologies GmbH.

North America was the largest region in the climate data analysis market in 2024. The regions covered in the climate data analysis market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the climate data analysis market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The climate data analysis market consists of revenues earned by entities by providing climate modeling and simulation, weather forecasting, climate risk assessment, and climate monitoring and surveillance. The market value includes the value of related goods sold by the service provider or included within the service offering. The climate data analysis market also includes sales of research reports, software solutions, and data licensing. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Climate Data Analysis Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on climate data analysis market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for climate data analysis ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The climate data analysis market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Tools: Climate Data Operators (CDO); Climate Forecast System (CFS); Climate Model Intercomparison Project (CMIP); National Centers For Environmental Prediction (NCEP) Reanalysis Data; European Centre For Medium-Range Weather Forecasts (ECMWF) ERA5; National Aeronautics And Space Administration (NASA); Modern-Era Retrospective Analysis For Research And Applications (MERRA); National Oceanic And Atmospheric Administration (NOAA); Climate Prediction Center (CPC) Data Global Historical Climatology Network (GHCN); Other Tools
• 2) By Method: Climate Model Evaluation; Variability In Earth System Models; Climate Data Processing And Visualization; Climate Data Formats; Statistical Methods
• 3) By Data Type: Precipitation; Temperature; Wind Speed; Humidity
• 4) By Application: Weather Forecasting And Prediction; Climate Change Research; Renewable Energy; Natural Resources Management; Urban Planning And Infrastructure
• 5) By End-User: Government Agencies And Research Institutions; Energy Sectors; Agriculture And Food Industry; Insurance And Risk Management; Transportation And Logistics
• Subsegments:
• 1) By Climate Data Operators (CDO): CDO Command Line Tools; CDO Graphical User Interface Tools
• 2) By Climate Forecast System (CFS): CFSv2; CFS Reanalysis
• 3) By Climate Model Intercomparison Project (CMIP): CMIP5; CMIP6
• 4) By National Centers For Environmental Prediction (NCEP) Reanalysis Data: NCEP Or NCAR Reanalysis; NCEP/DOE Reanalysis
• 5) By European Centre For Medium-Range Weather Forecasts (ECMWF) ERA5: ERA5 Land; ERA5 Climate Data Store
• 6) By National Aeronautics And Space Administration (NASA): NASA GES DISC Data; NASA MODIS Data
• 7) By Modern-Era Retrospective Analysis For Research And Applications (MERRA): MERRA-1; MERRA-2
• 8) By National Oceanic And Atmospheric Administration (NOAA): NOAA National Weather Service Data; NOAA Climate Data Online
• 9) By Climate Prediction Center (CPC) Data: CPC Climate Outlooks; CPC Teleconnection Patterns
• 10) By Others: GHCN-Daily; GHCN-Monthly; Custom Climate Data Solutions; Third-Party Climate Data Services
• Companies Mentioned: IBM Corporation; Schneider Electric SE; Verisk Analytics Inc; MSCI Inc; Risk Management Solutions Inc.
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Climate Data Analysis Market Characteristics

3. Climate Data Analysis Market Trends And Strategies

4. Climate Data Analysis Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Climate Data Analysis Growth Analysis And Strategic Analysis Framework

• 5.1. Global Climate Data Analysis PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Climate Data Analysis Market Growth Rate Analysis
• 5.4. Global Climate Data Analysis Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Climate Data Analysis Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Climate Data Analysis Total Addressable Market (TAM)

6. Climate Data Analysis Market Segmentation

• 6.1. Global Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Climate Data Operators (CDO)
• Climate Forecast System (CFS)
• Climate Model Intercomparison Project (CMIP)
• National Centers For Environmental Prediction (NCEP) Reanalysis Data
• European Centre For Medium-Range Weather Forecasts (ECMWF) ERA5
• National Aeronautics And Space Administration (NASA)
• Modern-Era Retrospective Analysis For Research And Applications (MERRA)
• National Oceanic And Atmospheric Administration (NOAA)
• Climate Prediction Center (CPC) Data Global Historical Climatology Network (GHCN)
• Other Tools
• 6.2. Global Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Climate Model Evaluation
• Variability In Earth System Models
• Climate Data Processing And Visualization
• Climate Data Formats
• Statistical Methods
• 6.3. Global Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Precipitation
• Temperature
• Wind Speed
• Humidity
• 6.4. Global Climate Data Analysis Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Weather Forecasting And Prediction
• Climate Change Research
• Renewable Energy
• Natural Resources Management
• Urban Planning And Infrastructure
• 6.5. Global Climate Data Analysis Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Government Agencies And Research Institutions
• Energy Sectors
• Agriculture And Food Industry
• Insurance And Risk Management
• Transportation And Logistics
• 6.6. Global Climate Data Analysis Market, Sub-Segmentation Of Climate Data Operators (CDO), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• CDO Command Line Tools
• CDO Graphical User Interface Tools
• 6.7. Global Climate Data Analysis Market, Sub-Segmentation Of Climate Forecast System (CFS), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• CFSv2
• CFS Reanalysis
• 6.8. Global Climate Data Analysis Market, Sub-Segmentation Of Climate Model Intercomparison Project (CMIP), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• CMIP5
• CMIP6
• 6.9. Global Climate Data Analysis Market, Sub-Segmentation Of National Centers For Environmental Prediction (NCEP) Reanalysis Data, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• NCEP Or NCAR Reanalysis
• NCEP/DOE Reanalysis
• 6.10. Global Climate Data Analysis Market, Sub-Segmentation Of European Centre For Medium-Range Weather Forecasts (ECMWF) ERA5, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• ERA5 Land
• ERA5 Climate Data Store
• 6.11. Global Climate Data Analysis Market, Sub-Segmentation Of National Aeronautics And Space Administration (NASA), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• NASA GES DISC Data
• NASA MODIS Data
• 6.12. Global Climate Data Analysis Market, Sub-Segmentation Of Modern-Era Retrospective Analysis For Research And Applications (MERRA), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• MERRA-1
• MERRA-2
• 6.13. Global Climate Data Analysis Market, Sub-Segmentation Of National Oceanic And Atmospheric Administration (NOAA), By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• NOAA National Weather Service Data
• NOAA Climate Data Online
• 6.14. Global Climate Data Analysis Market, Sub-Segmentation Of Climate Prediction Center (CPC) Data, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• CPC Climate Outlooks
• CPC Teleconnection Patterns
• 6.15. Global Climate Data Analysis Market, Sub-Segmentation Of Other Tools, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• GHCN-Daily
• GHCN-Monthly
• Custom Climate Data Solutions
• Third-Party Climate Data Services

7. Climate Data Analysis Market Regional And Country Analysis

• 7.1. Global Climate Data Analysis Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Climate Data Analysis Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Climate Data Analysis Market

• 8.1. Asia-Pacific Climate Data Analysis Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Climate Data Analysis Market

• 9.1. China Climate Data Analysis Market Overview
• 9.2. China Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Climate Data Analysis Market

• 10.1. India Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Climate Data Analysis Market

• 11.1. Japan Climate Data Analysis Market Overview
• 11.2. Japan Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Climate Data Analysis Market

• 12.1. Australia Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Climate Data Analysis Market

• 13.1. Indonesia Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Climate Data Analysis Market

• 14.1. South Korea Climate Data Analysis Market Overview
• 14.2. South Korea Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Climate Data Analysis Market

• 15.1. Western Europe Climate Data Analysis Market Overview
• 15.2. Western Europe Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Climate Data Analysis Market

• 16.1. UK Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Climate Data Analysis Market

• 17.1. Germany Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Climate Data Analysis Market

• 18.1. France Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Climate Data Analysis Market

• 19.1. Italy Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Climate Data Analysis Market

• 20.1. Spain Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Climate Data Analysis Market

• 21.1. Eastern Europe Climate Data Analysis Market Overview
• 21.2. Eastern Europe Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Climate Data Analysis Market

• 22.1. Russia Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Climate Data Analysis Market

• 23.1. North America Climate Data Analysis Market Overview
• 23.2. North America Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Climate Data Analysis Market

• 24.1. USA Climate Data Analysis Market Overview
• 24.2. USA Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Climate Data Analysis Market

• 25.1. Canada Climate Data Analysis Market Overview
• 25.2. Canada Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Climate Data Analysis Market

• 26.1. South America Climate Data Analysis Market Overview
• 26.2. South America Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Climate Data Analysis Market

• 27.1. Brazil Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Climate Data Analysis Market

• 28.1. Middle East Climate Data Analysis Market Overview
• 28.2. Middle East Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Climate Data Analysis Market

• 29.1. Africa Climate Data Analysis Market Overview
• 29.2. Africa Climate Data Analysis Market, Segmentation By Tools, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Climate Data Analysis Market, Segmentation By Method, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Climate Data Analysis Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Climate Data Analysis Market Competitive Landscape And Company Profiles

• 30.1. Climate Data Analysis Market Competitive Landscape
• 30.2. Climate Data Analysis Market Company Profiles
  • 30.2.1. IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Schneider Electric SE Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. Verisk Analytics Inc Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. MSCI Inc Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Risk Management Solutions Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Climate Data Analysis Market Other Major And Innovative Companies

• 31.1. Environmental Systems Research Institute Inc.
• 31.2. Vaisala Corporation
• 31.3. Meteo-France
• 31.4. National Oceanic and Atmospheric Administration
• 31.5. AccuWeather Inc.
• 31.6. StormGeo
• 31.7. Climate Corporation
• 31.8. The Climate Corporation
• 31.9. Environics Analytics Group Ltd
• 31.10. Earth Networks Inc.
• 31.11. Climeworks AG
• 31.12. Climatempo
• 31.13. Planalytics Inc.
• 31.14. Meteomatics AG
• 31.15. Climate X Ltd.

32. Global Climate Data Analysis Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Climate Data Analysis Market

34. Recent Developments In The Climate Data Analysis Market

35. Climate Data Analysis Market High Potential Countries, Segments and Strategies

• 35.1 Climate Data Analysis Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Climate Data Analysis Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Climate Data Analysis Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer