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市场调查报告书
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1852656

2025年全球智慧微天气预报市场报告

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个工作天内

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简介目录

近年来,智慧微天气预报市场规模快速成长,预计从2024年的11.6亿美元成长到2025年的13亿美元,复合年增长率达12.0%。这一增长主要归因于人工智慧(AI)和物联网(IoT)在天气预报领域的应用日益广泛、对精准短期预报的需求不断增长、卫星数据和遥感探测的使用日益增多、对超本地化气候资讯的需求不断增长,以及实时天气监测在关键领域的重要性日益凸显。

预计未来几年,智慧微天气预报市场将快速成长,到2029年市场规模将达到20.3亿美元,复合年增长率(CAGR)为11.7%。预测期内的成长主要受以下因素驱动:精密农业的日益普及、物流和运输领域对即时天气资讯需求的不断增长、气候风险管理解决方案的广泛应用、人工智慧(AI)主导的预测分析的日益普及,以及智慧城市对超本地化天气预报需求的不断增长。这段时期的关键趋势包括:人工智慧和机器学习技术的进步以提高预报精度;物联网(IoT)气象感测器的创新;卫星影像和地面资料的整合;云端基础预报平台的进步;以及超本地化天气应用和服务的开发。

智慧微天气预报利用先进的感测器、数据分析和人工智慧 (AI) 技术,能够更准确地预测局部天气状况。它专注于捕捉小范围区域(例如社区或城区)的天气波动,提供超越传统大规模预报的及时、准确的资讯。

智慧微天气预报的关键要素包括硬体、软体和服务。硬体包括测量和收集大气资料的实体设备,为天气预报提供精确的输入资料。预报分为临近预报、短期预报、中期预报及远距预报。这些预报应用于农业、交通运输、能源和公共产业、航空、海运、零售以及政府和国防等领域,服务各种商业、工业和政府终端用户。

自2025年春季以来,美国关税的快速成长及其引发的贸易摩擦对公共产业产业产生了重大影响,尤其是在发电、电网基础设施和可再生能源发电计划。进口设备(例如涡轮机、变压器、太阳能板和电池储能係统)关税的提高,推高了公共产业的资本和营运成本,迫使其重新考虑计划进度,或将成本转嫁给消费者,提高能源帐单。水务和废弃物管理产业也受到关税的影响,导致关键机械、管道和处理技术的成本上升。此外,报復性关税正在扰乱清洁能源技术中使用的稀土等关键原材料的全球供应链,进一步加剧了向永续能源来源转型的困难。为了在确保能源安全和合规性的同时控制不断上涨的成本,该行业现在必须优先考虑国内采购、数位化和以效率主导的创新。

本研究报告是商业研究公司(The Business Research Company)最新系列报告的一部分,提供智慧微天气预报市场统计数据,包括全球市场规模、区域份额、竞争对手及其市场份额、市场细分、市场趋势以及智慧微天气预报产业的商机。本智慧微天气预报市场研究报告全面概​​述了您所需的一切信息,并对该行业的现状和未来发展趋势进行了详细分析。

预计对精密农业日益增长的依赖将推动智慧微天气预报市场的扩张。精密农业是指利用感测器、无人机、GPS和分析等先进技术来优化作物生产和资源利用。由于需要提高作物产量以满足快速成长的人口需求,同时也要有效率地管理水、肥料和农药等资源,这种方法变得越来越重要。智慧微天气预报透过提供超本地化的即时天气预报来支持精密农业,帮助农民做出及时、数据主导的决策,从而提高作物产量和资源利用效率。例如,美国政府机构政府课责局(GAO)在2024年1月发布的报告显示,到2023年,美国27%的农场和牧场将采用精密农业进行作物和牲畜管理。因此,对精密农业日益增长的依赖正在推动智慧微天气预报市场的成长。

智慧微天气预报市场的主要企业正致力于开发创新解决方案,例如高解析度天气模型,以提高预报精度,提供在地化的即时洞察,并支援对天气敏感的行业做出更明智的决策。高解析度天气模式能够以​​高度精细的时空尺度模拟大气状况,从而实现更准确的区域天气模式和特定地点的预报。例如,总部位于瑞士的天气预报和大气建模公司 Jua.ai AG 于 2022 年 10 月推出了一项利用人工智慧提供全球高解析度天气预报的服务。该服务显着优于现有的数值模型,使各种规模的企业都能获得更准确、更及时的天气数据。该平台应用深度学习技术来提高地理空间和时间分辨率以及更新频率,从而革新天气分析能力。预计此类进步将推动农业、能源、航空、物流和保险等行业的应用,在这些行业中,准确、本地化的即时天气洞察对于营运效率、风险管理和策略规划至关重要。

2022年1月,总部位于芬兰的环境和工业测量公司维萨拉集团(Vaisala Corporation)以2,600万美元收购了Wheer or Knot LLC(以AerisWeather品牌营运)。此次收购旨在透过扩展其数据即服务(DaaS)和软体即服务(SaaS)产品、吸引新客户并增强经常性收益来源,加速维萨拉在天气和环境数据领域的成长。透过将维萨拉先进的测量和预测技术与AerisWeather领先的资讯服务和开发工具相结合,该公司计划提供更全面、更准确、更易于获取的天气和环境资讯。总部位于美国的Wheer or Knot LLC专注于智慧微天气预报,利用来自庞大气象站网路的高解析度资料以及针对人工智慧、机器学习和即时分析优化的先进资料集。

智慧微天气预报市场由提供即时超本地化天气预报、高解析度气候监测、基于卫星的天气分析以及短期大气变化高级建模等服务的营业单位所获得的收益构成。市场价值还包括服务提供者销售的或包含在其服务产品中的相关产品的价值。智慧微天气预报市场还包括先进预报系统、人工智慧 (AI) 天气预报软体、高解析度感测器、物联网 (IoT) 天气预报设备、卫星资料整合工具和云端基础平台的销售。该市场的价值为“出厂价”,即製造商或生产商向其他营业单位(包括下游製造商、批发商、经销商和零售商)或直接向最终客户销售的商品销售额。该市场中的商品价值也包括商品製造商提供的相关服务的价值。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场:宏观经济情景,包括利率、通膨、地缘政治、贸易战和关税,以及新冠疫情和復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球智慧微观天气预报:PESTEL 分析(政治、社会、技术、环境、法律因素、驱动因素与限制因素)
  • 最终用途产业分析
  • 全球智慧微天气预报市场:成长率分析
  • 全球智慧微天气预报市场表现:规模与成长,2019-2024年
  • 全球智慧微天气预报市场预测:规模与成长,2024-2029年,2034年预测
  • 全球智慧微天气预报:潜在市场规模 (TAM)

第六章 市场细分

  • 全球智慧微天气预报市场:依组件划分,实际结果与预测,2019-2024年、2024-2029年预测、2034年预测
  • 硬体
  • 软体
  • 服务
  • 全球智慧微天气预报市场按类型分類的预测(实际值和预测值),2019-2024年、2024-2029年预测值、2034年预测值
  • 临近预报
  • 短距离
  • 中距离
  • 远距
  • 全球智慧微天气预报市场:按应用、效能和预测划分,2019-2024年、2024-2029年预测、2034年预测
  • 农业
  • 运输
  • 能源和公共产业
  • 航空
  • 海洋
  • 零售
  • 政府和国防
  • 其他用途
  • 全球智慧微天气预报市场:依最终用户划分,实际值及预测值,2019-2024年、2024-2029年预测值、2034年预报值
  • 商业的
  • 产业
  • 政府
  • 其他最终用户
  • 全球智慧微型天气预报市场:按硬体(类型)、性能和预测进行细分,2019-2024 年、2024-2029 年预测、2034 年预测
  • 天气感测器
  • 雷达系统
  • 卫星
  • 数据记录器
  • 支援物联网 (IoT) 的设备
  • 电源和通讯模组
  • 全球智慧微天气预报市场:依软体类型、效能及预测细分,2019-2024年、2024-2029年预测、2034年预测
  • 预测和建模工具
  • 数据分析平台
  • 人工智慧和机器学习演算法
  • 可视化和仪表板介面
  • 云端基础的平台
  • 行动和 Web 应用程式
  • 全球智慧微天气预报市场:按服务类型、效能和预测细分,2019-2024年、2024-2029年预测、2034年预测
  • 预测和警报服务
  • 数据整合与咨询服务
  • 系统安装和维护
  • 託管服务
  • 客製化和培训服务
  • 支援和售后服务

第七章 区域和国家分析

  • 全球智慧微天气预报市场:依地区、效能及预测划分,2019-2024年、2024-2029年预测、2034年预测
  • 全球智慧微天气预报市场:按国家、性能和预测划分,2019-2024 年、2024-2029 年预测、2034 年预测

第八章 亚太市场

第九章:中国市场

第十章 印度市场

第十一章 日本市场

第十二章:澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章:西欧市场

第十六章英国市场

第十七章:德国市场

第18章:法国市场

第十九章:义大利市场

第20章:西班牙市场

第21章 东欧市场

第22章:俄罗斯市场

第23章 北美市场

第24章美国市场

第25章:加拿大市场

第26章 南美洲市场

第27章:巴西市场

第28章 中东市场

第29章:非洲市场

第30章:竞争格局与公司概况

  • 智慧微天气预报市场:竞争格局
  • 智慧微天气预报市场:公司概况
    • 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:其他领先和创新企业

  • 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 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第35章:高潜力市场国家、细分市场与策略

  • 2029年智慧微天气预报市场:提供新机会的国家
  • 2029年智慧微天气预报市场:新兴细分市场机会
  • 2029年智慧微天气预报市场:成长策略
    • 基于市场趋势的策略
    • 竞争对手策略

第36章附录

简介目录
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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  • All data from the report will also be delivered in an excel dashboard format.

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