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2025年全球智慧微天氣預報市場報告

Smart Micro-Weather Forecasting Global Market Report 2025

出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

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簡介目錄

近年來,智慧微天氣預報市場規模快速成長,預計從2024年的11.6億美元成長到2025年的13億美元,複合年成長率達12.0%。這一成長主要歸因於人工智慧(AI)和物聯網(IoT)在天氣預報領域的應用日益廣泛、對精準短期預報的需求不斷成長、衛星數據和遙感探測的使用日益增多、對超本地化氣候資訊的需求不斷成長,以及即時天氣監測在關鍵領域的重要性日益凸顯。

預計未來幾年,智慧微天氣預報市場將快速成長,到2029年市場規模將達到20.3億美元,複合年成長率(CAGR)為11.7%。預測期內的成長主要受以下因素驅動:精密農業的日益普及、物流和運輸領域對即時天氣資訊需求的不斷成長、氣候風險管理解決方案的廣泛應用、人工智慧(AI)主導的預測分析的日益普及,以及智慧城市對超本地化天氣預報需求的不斷成長。這段時期的關鍵趨勢包括:人工智慧和機器學習技術的進步以提高預報精度;物聯網(IoT)氣象感測器的創新;衛星影像和地面資料的整合;雲端基礎預報平台的進步;以及超本地化天氣應用和服務的開發。

智慧微天氣預報利用先進的感測器、數據分析和人工智慧 (AI) 技術,能夠更準確地預測局部天氣狀況。它專注於捕捉小範圍區域(例如社區或城區)的天氣波動,提供超越傳統大規模預報的及時、準確的資訊。

智慧微天氣預報的關鍵要素包括硬體、軟體和服務。硬體包括測量和收集大氣資料的實體設備,為天氣預報提供精確的輸入資料。預報分為臨近預報、短期預報、中期預報及遠距預報。這些預報應用於農業、交通運輸、能源和公共產業、航空、海運、零售以及政府和國防等領域,服務各種商業、工業和政府終端用戶。

自2025年春季以來,美國關稅的快速成長及其引發的貿易摩擦對公共產業產業產生了重大影響,尤其是在發電、電網基礎設施和可再生能源發電計劃。進口設備(例如渦輪機、變壓器、太陽能板和電池儲能系統)關稅的提高,推高了公共產業的資本和營運成本,迫使其重新考慮計劃進度,或將成本轉嫁給消費者,提高能源帳單。水務和廢棄物管理產業也受到關稅的影響,導致關鍵機械、管道和處理技術的成本上升。此外,報復性關稅正在擾亂清潔能源技術中使用的稀土等關鍵原料的全球供應鏈,進一步加劇了向永續能源來源轉型的困難。為了在確保能源安全和合規性的同時控制不斷上漲的成本,該行業現在必須優先考慮國內採購、數位化和以效率主導的創新。

本研究報告是商業研究公司(The Business Research Company)最新系列報告的一部分,提供智慧微天氣預報市場統計數據,包括全球市場規模、區域佔有率、競爭對手及其市場佔有率、市場細分、市場趨勢以及智慧微天氣預報產業的商機。本智慧微天氣預報市場研究報告全面概​​述了您所需的一切資訊,並對該行業的現狀和未來發展趨勢進行了詳細分析。

預計對精密農業日益成長的依賴將推動智慧微天氣預報市場的擴張。精密農業是指利用感測器、無人機、GPS和分析等先進技術來最佳化作物生產和資源利用。由於需要提高作物產量以滿足快速成長的人口需求,同時也要有效率地管理水、肥料和農藥等資源,這種方法變得越來越重要。智慧微天氣預報透過提供超本地化的即時天氣預報來支持精密農業,幫助農民做出及時、數據主導的決策,從而提高作物產量和資源利用效率。例如,美國政府機構政府課責局(GAO)在2024年1月發布的報告顯示,到2023年,美國27%的農場和牧場將採用精密農業進行作物和牲畜管理。因此,對精密農業日益成長的依賴正在推動智慧微天氣預報市場的成長。

智慧微天氣預報市場的主要企業正致力於開發創新解決方案,例如高解析度天氣模型,以提高預報精度,提供在地化的即時洞察,並支援對天氣敏感的行業做出更明智的決策。高解析度天氣模式能夠以​​高度精細的時空尺度模擬大氣狀況,從而實現更準確的區域天氣模式和特定地點的預報。例如,總部位於瑞士的天氣預報和大氣建模公司 Jua.ai AG 於 2022 年 10 月推出了一項利用人工智慧提供全球高解析度天氣預報的服務。該服務顯著優於現有的數值模型,使各種規模的企業都能獲得更準確、更及時的天氣數據。該平台應用深度學習技術來提高地理空間和時間解析度以及更新頻率,從而革新天氣分析能力。預計此類進步將推動農業、能源、航空、物流和保險等行業的應用,在這些行業中,準確、本地化的即時天氣洞察對於營運效率、風險管理和策略規劃至關重要。

2022年1月,總部位於芬蘭的環境和工業測量公司維薩拉集團(Vaisala Corporation)以2,600萬美元收購了Wheer or Knot LLC(以AerisWeather品牌營運)。此次收購旨在透過擴展其數據即服務(DaaS)和軟體即服務(SaaS)產品、吸引新客戶並增強經常性收益來源,加速維薩拉在天氣和環境數據領域的成長。透過將維薩拉先進的測量和預測技術與AerisWeather領先的資訊服務和開發工具相結合,該公司計劃提供更全面、更準確、更易於獲取的天氣和環境資訊。總部位於美國的Wheer or Knot LLC專注於智慧微天氣預報,利用來自龐大氣象站網路的高解析度資料以及針對人工智慧、機器學習和即時分析最佳化的先進資料集。

智慧微天氣預報市場由提供即時超本地化天氣預報、高解析度氣候監測、基於衛星的天氣分析以及短期大氣變化高級建模等服務的營業單位所獲得的收益構成。市場價值還包括服務提供者銷售的或包含在其服務產品中的相關產品的價值。智慧微天氣預報市場還包括先進預報系統、人工智慧 (AI) 天氣預報軟體、高解析度感測器、物聯網 (IoT) 天氣預報設備、衛星資料整合工具和雲端基礎平台的銷售。該市場的價值為“出廠價”,即製造商或生產商向其他營業單位(包括下游製造商、批發商、經銷商和零售商)或直接向最終客戶銷售的商品銷售額。該市場中的商品價值也包括商品製造商提供的相關服務的價值。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場:宏觀經濟情景,包括利率、通膨、地緣政治、貿易戰和關稅,以及新冠疫情和復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球智慧微觀天氣預報:PESTEL 分析(政治、社會、技術、環境、法律因素、促進因素與限制因素)
  • 最終用途產業分析
  • 全球智慧微天氣預報市場:成長率分析
  • 全球智慧微天氣預報市場表現:規模與成長,2019-2024年
  • 全球智慧微天氣預報市場預測:規模與成長,2024-2029年,2034年預測
  • 全球智慧微天氣預報:潛在市場規模 (TAM)

第6章 市場細分

  • 全球智慧微天氣預報市場:依組件分類,實際結果與預測,2019-2024年、2024-2029年預測、2034年預測
  • 硬體
  • 軟體
  • 服務
  • 全球智慧微天氣預報市場按類型分類的預測(實際值和預測值),2019-2024年、2024-2029年預測值、2034年預測值
  • 臨近預報
  • 短距離
  • 中距離
  • 遠距
  • 全球智慧微天氣預報市場:按應用、效能和預測分類,2019-2024年、2024-2029年預測、2034年預測
  • 農業
  • 運輸
  • 能源和公共產業
  • 航空
  • 海洋
  • 零售
  • 政府和國防
  • 其他用途
  • 全球智慧微天氣預報市場:依最終用戶分類,實際值及預測值,2019-2024年、2024-2029年預測值、2034年預報值
  • 商業的
  • 產業
  • 政府
  • 其他最終用戶
  • 全球智慧微型天氣預報市場:按硬體(類型)、性能和預測進行細分,2019-2024 年、2024-2029 年預測、2034 年預測
  • 天氣感測器
  • 雷達系統
  • 衛星
  • 數據記錄器
  • 支援物聯網 (IoT) 的設備
  • 電源和通訊模組
  • 全球智慧微天氣預報市場:依軟體類型、效能及預測細分,2019-2024年、2024-2029年預測、2034年預測
  • 預測和建模工具
  • 數據分析平台
  • 人工智慧和機器學習演算法
  • 可視化和儀表板介面
  • 雲端基礎的平台
  • 行動和 Web 應用程式
  • 全球智慧微天氣預報市場:按服務類型、效能和預測細分,2019-2024年、2024-2029年預測、2034年預測
  • 預測和警報服務
  • 數據整合與諮詢服務
  • 系統安裝和維護
  • 託管服務
  • 客製化和培訓服務
  • 支援和售後服務

第7章 區域和國家分析

  • 全球智慧微天氣預報市場:依地區、效能及預測分類,2019-2024年、2024-2029年預測、2034年預測
  • 全球智慧微天氣預報市場:按國家、性能和預測分類,2019-2024 年、2024-2029 年預測、2034 年預測

第8章 亞太市場

第9章:中國市場

第10章 印度市場

第11章 日本市場

第12章:澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章:西歐市場

第16章英國市場

第17章:德國市場

第18章:法國市場

第19章:義大利市場

第20章:西班牙市場

第21章 東歐市場

第22章:俄羅斯市場

第23章 北美市場

第24章美國市場

第25章:加拿大市場

第26章 南美洲市場

第27章:巴西市場

第28章 中東市場

第29章:非洲市場

第30章:競爭格局與公司概況

  • 智慧微天氣預報市場:競爭格局
  • 智慧微天氣預報市場:公司概況
    • International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
    • DTN LLC Overview, Products and Services, Strategy and Financial Analysis
    • AccuWeather Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Pelmorex Corp. Overview, Products and Services, Strategy and Financial Analysis
    • Weathernews Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章:其他領先和創新企業

  • Spire Global Inc.
  • METRAWEATHER(UK)LIMITED
  • The Tomorrow Companies Inc.
  • Earth Networks Inc.
  • Baron Weather Inc.
  • Skymet Weather Services Private Limited
  • Davis Instruments Corporation
  • Ubimet GmbH
  • Sencrop SAS
  • Foreca Ltd.
  • The Weather Company LLC
  • OpenWeather Ltd.
  • Climavision LLC
  • Benchmark Labs
  • Atmo.ai

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第35章:高潛力市場國家、細分市場與策略

  • 2029年智慧微天氣預報市場:提供新機會的國家
  • 2029年智慧微天氣預報市場:新興細分市場機會
  • 2029年智慧微天氣預報市場:成長策略
    • 基於市場趨勢的策略
    • 競爭對手策略

第36章附錄

簡介目錄
Product Code: r38364

Smart micro-weather forecasting leverages advanced sensors, data analytics, and artificial intelligence (AI) to predict highly localized weather conditions with greater accuracy. It focuses on capturing small-area variations, such as those within neighborhoods or city blocks, providing timely and precise insights that surpass traditional large-scale forecasts.

The key elements of smart micro-weather forecasting include hardware, software, and services. Hardware involves the physical devices that measure and gather atmospheric data, supplying accurate inputs for weather predictions. Forecasting is categorized into nowcasting, short-range, medium-range, and long-range types. These forecasts find applications in sectors such as agriculture, transportation, energy and utilities, aviation, marine, retail, and government and defense, serving various end-users including commercial, industrial, government, and others.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the utilities sector, particularly in power generation, grid infrastructure, and renewable energy projects. Higher duties on imported equipment such as turbines, transformers, solar panels, and battery storage systems have increased capital and operational costs for utility providers, forcing them to reconsider project timelines or pass on expenses to consumers through higher energy rates. The water and waste management segments are also affected, with tariffs driving up the cost of essential machinery, piping, and treatment technologies. Additionally, retaliatory tariffs have disrupted global supply chains for critical raw materials like rare earth metals used in clean energy technologies, further complicating the transition to sustainable energy sources. The sector must now prioritize domestic sourcing, digitalization, and efficiency-driven innovations to manage escalating costs while ensuring energy security and regulatory compliance.

The smart micro-weather forecasting market research report is one of a series of new reports from The Business Research Company that provides smart micro-weather forecasting market statistics, including smart micro-weather forecasting industry global market size, regional shares, competitors with the smart micro-weather forecasting market share, smart micro-weather forecasting market segments, market trends, and opportunities, and any further data you may need to thrive in the smart micro-weather forecasting industry. This smart micro-weather forecasting 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 smart micro-weather forecasting market size has grown rapidly in recent years. It will grow from $1.16 billion in 2024 to $1.30 billion in 2025 at a compound annual growth rate (CAGR) of 12.0%. Growth during the historic period is attributed to the rising adoption of artificial intelligence (AI) and the Internet of Things (IoT) in weather prediction, increased demand for accurate short-term forecasting, greater use of satellite data and remote sensing, a growing need for hyperlocal climate insights, and the increasing importance of real-time weather monitoring in critical sectors.

The smart micro-weather forecasting market size is expected to see rapid growth in the next few years. It will grow to $2.03 billion in 2029 at a compound annual growth rate (CAGR) of 11.7%. Growth in the forecast period is driven by the increasing reliance on precision agriculture, rising demand for real-time weather insights in logistics and transportation, growing adoption of climate risk management solutions, expanded use of artificial intelligence (AI)-driven predictive analytics, and a stronger need for hyperlocal forecasting in smart cities. Key trends during this time include advancements in AI and machine learning to improve predictive accuracy, innovations in Internet of Things (IoT)-enabled weather sensors, the integration of satellite imagery with ground-based data, progress in cloud-based forecasting platforms, and the development of hyperlocal weather apps and services.

The growing reliance on precision agriculture is expected to drive the expansion of the smart micro-weather forecasting market. Precision agriculture involves using advanced technologies such as sensors, drones, GPS, and analytics to optimize crop production and resource use. This approach is becoming increasingly important due to the need to boost crop yields to meet the demands of a rapidly growing population while efficiently managing resources such as water, fertilizers, and pesticides. Smart micro-weather forecasting supports precision agriculture by delivering hyper-local, real-time weather insights that help farmers make timely, data-driven decisions to improve crop yields and resource efficiency. For example, in January 2024, the Government Accountability Office, a US government agency, reported that in 2023, 27% of farms and ranches in the U.S. had adopted precision agriculture practices for managing crops or livestock. As a result, the rising reliance on precision agriculture is fueling growth in the smart micro-weather forecasting market.

Leading companies in the smart micro-weather forecasting market are focusing on innovative solutions such as high-resolution weather models to improve forecast accuracy, deliver real-time localized insights, and support better decision-making in weather-sensitive industries. High-resolution weather models simulate atmospheric conditions at very detailed spatial and temporal scales, allowing for more precise local weather patterns and location-specific forecasts. For example, in October 2022, Jua.ai AG, a Switzerland-based weather forecasting and atmospheric modeling company, launched an AI-powered weather forecasting service offering global, high-resolution predictions. This service significantly outperforms existing numerical models and enables businesses of all sizes to access more accurate and timely weather data. By applying deep learning technology, the platform enhances geospatial and temporal resolution along with update frequency, transforming meteorological analysis capabilities. These advancements are expected to boost adoption across sectors such as agriculture, energy, aviation, logistics, and insurance, where accurate, localized, and real-time weather insights are essential for operational efficiency, risk management, and strategic planning.

In January 2022, Vaisala Corporation, a Finland-based environmental and industrial measurement company, acquired Whether or Knot LLC (doing business as AerisWeather) for $26 million. This acquisition aims to accelerate Vaisala's growth in the weather and environmental data sector by expanding its Data as a Service (DaaS) and Software as a Service (SaaS) offerings, reaching new customer segments, and strengthening its recurring revenue streams. By combining Vaisala's advanced measurement and forecasting technologies with AerisWeather's leading data services and developer tools, the company plans to deliver more comprehensive, accurate, and easily accessible weather and environmental insights. Whether or Knot LLC, based in the US, specializes in smart micro-weather forecasting, leveraging high-resolution data from a vast network of weather stations along with advanced datasets optimized for AI, machine learning, and real-time analytics.

Major players in the smart micro-weather forecasting market are International Business Machines Corporation, DTN LLC, AccuWeather Inc., Pelmorex Corp., Weathernews Inc., Spire Global Inc., METRAWEATHER (UK) LIMITED, The Tomorrow Companies Inc., Earth Networks Inc., Baron Weather Inc., Skymet Weather Services Private Limited, Davis Instruments Corporation, Ubimet GmbH, Sencrop SAS, Foreca Ltd., The Weather Company LLC, OpenWeather Ltd., Climavision LLC, Benchmark Labs, Atmo.ai

North America was the largest region in the smart micro-weather forecasting market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in smart micro-weather forecasting report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the smart micro-weather forecasting market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The smart micro-weather forecasting market consists of revenues earned by entities by providing services such as real-time hyperlocal weather prediction, high-resolution climate monitoring, satellite-based weather analysis, and advanced modeling for short-term atmospheric changes. The market value includes the value of related goods sold by the service provider or included within the service offering. The smart micro-weather forecasting market also includes sales of advanced forecasting systems, artificial intelligence (AI)-powered weather prediction software, high-resolution sensors, internet of things (IoT)-enabled weather monitoring devices, satellite data integration tools, and cloud-based platforms. 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.

Smart Micro-Weather Forecasting 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 smart micro-weather forecasting 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 smart micro-weather forecasting ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The smart micro-weather forecasting 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 technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • 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.
  • 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 Component: Hardware; Software; Services
  • 2) By Forecasting Type: Nowcasting; Short Range; Medium Range; Long Range
  • 3) By Application: Agriculture; Transportation; Energy And Utilities; Aviation; Marine; Retail; Government And Defense; Other Applications
  • 4) By End-User: Commercial; Industrial; Government; Other End-Users
  • Subsegments:
  • 1) By Hardware: Weather Sensors; Radar Systems; Satellites; Data Loggers; Internet Of Things (IoT)-Enabled Devices; Power And Communication Modules
  • 2) By Software: Forecasting And Modeling Tools; Data Analytics Platforms; Artificial Intelligence And Machine Learning Algorithms; Visualization And Dashboard Interfaces; Cloud-Based Platforms; Mobile And Web Applications
  • 3) By Services: Forecasting And Alert Services; Data Integration And Consulting Services; System Installation And Maintenance; Managed Services; Customization And Training Services; Support And After-Sales Services
  • Companies Mentioned: International Business Machines Corporation; DTN LLC; AccuWeather Inc.; Pelmorex Corp.; Weathernews Inc.; Spire Global Inc.; METRAWEATHER (UK) LIMITED; The Tomorrow Companies Inc.; Earth Networks Inc.; Baron Weather Inc.; Skymet Weather Services Private Limited; Davis Instruments Corporation; Ubimet GmbH; Sencrop SAS; Foreca Ltd.; The Weather Company LLC; OpenWeather Ltd.; Climavision LLC; Benchmark Labs; Atmo.ai.
  • 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. Smart Micro-Weather Forecasting Market Characteristics

3. Smart Micro-Weather Forecasting Market Trends And Strategies

4. Smart Micro-Weather Forecasting Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Smart Micro-Weather Forecasting Growth Analysis And Strategic Analysis Framework

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

6. Smart Micro-Weather Forecasting Market Segmentation

  • 6.1. Global Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Hardware
  • Software
  • Services
  • 6.2. Global Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Nowcasting
  • Short Range
  • Medium Range
  • Long Range
  • 6.3. Global Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Agriculture
  • Transportation
  • Energy And Utilities
  • Aviation
  • Marine
  • Retail
  • Government And Defense
  • Other Applications
  • 6.4. Global Smart Micro-Weather Forecasting Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Commercial
  • Industrial
  • Government
  • Other End-Users
  • 6.5. Global Smart Micro-Weather Forecasting Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Weather Sensors
  • Radar Systems
  • Satellites
  • Data Loggers
  • Internet Of Things (IoT)-Enabled Devices
  • Power And Communication Modules
  • 6.6. Global Smart Micro-Weather Forecasting Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Forecasting And Modeling Tools
  • Data Analytics Platforms
  • Artificial Intelligence And Machine Learning Algorithms
  • Visualization And Dashboard Interfaces
  • Cloud-Based Platforms
  • Mobile And Web Applications
  • 6.7. Global Smart Micro-Weather Forecasting Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Forecasting And Alert Services
  • Data Integration And Consulting Services
  • System Installation And Maintenance
  • Managed Services
  • Customization And Training Services
  • Support And After-Sales Services

7. Smart Micro-Weather Forecasting Market Regional And Country Analysis

  • 7.1. Global Smart Micro-Weather Forecasting Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Smart Micro-Weather Forecasting Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Smart Micro-Weather Forecasting Market

  • 8.1. Asia-Pacific Smart Micro-Weather Forecasting 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 Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Smart Micro-Weather Forecasting Market

  • 9.1. China Smart Micro-Weather Forecasting Market Overview
  • 9.2. China Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Smart Micro-Weather Forecasting Market

  • 10.1. India Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Smart Micro-Weather Forecasting Market

  • 11.1. Japan Smart Micro-Weather Forecasting Market Overview
  • 11.2. Japan Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Smart Micro-Weather Forecasting Market

  • 12.1. Australia Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Smart Micro-Weather Forecasting Market

  • 13.1. Indonesia Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Smart Micro-Weather Forecasting Market

  • 14.1. South Korea Smart Micro-Weather Forecasting Market Overview
  • 14.2. South Korea Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Smart Micro-Weather Forecasting Market

  • 15.1. Western Europe Smart Micro-Weather Forecasting Market Overview
  • 15.2. Western Europe Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Smart Micro-Weather Forecasting Market

  • 16.1. UK Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Smart Micro-Weather Forecasting Market

  • 17.1. Germany Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Smart Micro-Weather Forecasting Market

  • 18.1. France Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Smart Micro-Weather Forecasting Market

  • 19.1. Italy Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Smart Micro-Weather Forecasting Market

  • 20.1. Spain Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Smart Micro-Weather Forecasting Market

  • 21.1. Eastern Europe Smart Micro-Weather Forecasting Market Overview
  • 21.2. Eastern Europe Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Smart Micro-Weather Forecasting Market

  • 22.1. Russia Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Smart Micro-Weather Forecasting Market

  • 23.1. North America Smart Micro-Weather Forecasting Market Overview
  • 23.2. North America Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Smart Micro-Weather Forecasting Market

  • 24.1. USA Smart Micro-Weather Forecasting Market Overview
  • 24.2. USA Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Smart Micro-Weather Forecasting Market

  • 25.1. Canada Smart Micro-Weather Forecasting Market Overview
  • 25.2. Canada Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Smart Micro-Weather Forecasting Market

  • 26.1. South America Smart Micro-Weather Forecasting Market Overview
  • 26.2. South America Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Smart Micro-Weather Forecasting Market

  • 27.1. Brazil Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Smart Micro-Weather Forecasting Market

  • 28.1. Middle East Smart Micro-Weather Forecasting Market Overview
  • 28.2. Middle East Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Smart Micro-Weather Forecasting Market

  • 29.1. Africa Smart Micro-Weather Forecasting Market Overview
  • 29.2. Africa Smart Micro-Weather Forecasting Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Smart Micro-Weather Forecasting Market, Segmentation By Forecasting Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Smart Micro-Weather Forecasting Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Smart Micro-Weather Forecasting Market Competitive Landscape And Company Profiles

  • 30.1. Smart Micro-Weather Forecasting Market Competitive Landscape
  • 30.2. Smart Micro-Weather Forecasting Market Company Profiles
    • 30.2.1. International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. DTN LLC Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. AccuWeather Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Pelmorex Corp. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Weathernews Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Smart Micro-Weather Forecasting Market Other Major And Innovative Companies

  • 31.1. Spire Global Inc.
  • 31.2. METRAWEATHER (UK) LIMITED
  • 31.3. The Tomorrow Companies Inc.
  • 31.4. Earth Networks Inc.
  • 31.5. Baron Weather Inc.
  • 31.6. Skymet Weather Services Private Limited
  • 31.7. Davis Instruments Corporation
  • 31.8. Ubimet GmbH
  • 31.9. Sencrop SAS
  • 31.10. Foreca Ltd.
  • 31.11. The Weather Company LLC
  • 31.12. OpenWeather Ltd.
  • 31.13. Climavision LLC
  • 31.14. Benchmark Labs
  • 31.15. Atmo.ai

32. Global Smart Micro-Weather Forecasting Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Smart Micro-Weather Forecasting Market

34. Recent Developments In The Smart Micro-Weather Forecasting Market

35. Smart Micro-Weather Forecasting Market High Potential Countries, Segments and Strategies

  • 35.1 Smart Micro-Weather Forecasting Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Smart Micro-Weather Forecasting Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Smart Micro-Weather Forecasting 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