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気象予測サービス市場は、2023年の19億米ドルから2028年には28億米ドルに成長すると予測され、予測期間中の年平均成長率は8.2%である。技術の進歩と世界的な気象予測データの需要増加が市場の成長を促進している。

予測期間中、産業別では保険が最も高いシェアを占めると予測される。
産業別に見ると、気象予測サービス市場の保険分野が予測期間中に最も高いシェアを占めると予測されます。保険会社は、クレームを検証し、損害の程度を評価するために、気象予測と過去の気象データを使用する。正確な気象データは、気象関連のクレームにとって極めて重要である。気象データは不正請求を防止し、保険契約者への公正な補償を保証するのに役立つ。正確な気象予測は、ハリケーン、洪水、山火事、雹などの様々な気象関連事象に関連するリスクの定量化に役立ち、完璧な保険価格を保証し、潜在的なクレームへのエクスポージャーを管理します。

ナウキャスト分野は予測タイプ別に最も高い成長率が予測されています。
予測タイプに基づくと、ナウキャスト分野は予測期間中に最も高い成長率を示すと予測される。ナウキャスト予測タイプは、短期的、高度に地域化されたリアルタイムの気象情報を提供することに重点を置いている。ナウキャストは分刻みの気象情報を提供する。ルートスケジューリング、農家、海洋、その他様々な産業にとって、悪天候による損失を最小限に抑えるために、ナウキャスト予測は非常に重要です。ナウキャスト予報は輸送や産業にとって、好ましくない気象条件や自然災害による交通事故や物流被害を最小限に抑えるために非常に重要です。

2023年にはアジア太平洋地域が最大の市場シェアを占めると予想されている。
気象予測サービス市場産業は、北米、ヨーロッパ、アジア太平洋、中東・アフリカ、ラテンアメリカで調査されている。アジア太平洋地域は、気象予測サービス市場において最大の市場シェアを占めている。アジア太平洋地域は予測期間中に年平均成長率8.7%で最も成長すると推定される。アジア太平洋地域では中国が市場をリードしており、多くの企業や新興企業がこの業界で事業を展開している。同国は、気象予測サービスの進歩やサービスにおいて重要な役割を果たしている。悪天候や自然災害による様々な産業の損失を最小化するための気象予測サービスシステムの需要により、市場は拡大すると予想される。



気象予測サービス市場における主要参入企業のプロファイルの内訳：
- 企業タイプ別：ティア1：35%、ティア2：45%、ティア3：20
- 役職別Cレベル：35%、マネージャー：25%、その他：40
- 地域別北米 -40%、アジア太平洋 -30%、ヨーロッパ -20%、中東・アフリカ -5%、ラテンアメリカ -5
著名企業としては、The Weather Company（米国）、DTN（米国）、Accuweather（米国）、Fugro（オランダ）、Enav S.P.A（イタリア）などが挙げられる。

調査範囲

この調査レポートは、気象予測サービス市場を予測別（ナウキャスト、短距離、中距離、長距離）、目的別（安全、業務効率、その他）、産業別（運輸・物流、海洋、航空、メディア、石油・ガス、農業・林業、保険、小売、エネルギー・公益事業、建設・鉱業、その他）、組織規模別（大企業、中小企業）、地域別（北米、欧州、アジア太平洋、中東・アフリカ、中南米）に分類しています。気象予測サービス市場の成長に影響を与える促進要因、阻害要因、課題、機会などの主要要因に関する詳細情報を網羅しています。主要な業界プレイヤーを詳細に分析し、事業概要、ソリューション、サービス、主要戦略、契約、パートナーシップ、合意などに関する洞察を提供しています。天気予報サービスシステム市場に関連する新製品・サービスの発表、合併・買収、最近の動向。気象予測サービス市場のエコシステムにおける今後の新興企業の競争分析もカバーしています。
このレポートを購入する理由
本レポートは、気象予測サービスシステム市場全体とサブセグメントにおける収益数の最も近い近似値に関する情報を提供することで、同市場における市場リーダー/新規参入者に役立ちます。本レポートは、利害関係者が競争状況を理解し、自社のビジネスをより良く位置付け、適切な市場参入戦略を計画するためのより多くの洞察を得るのに役立ちます。また、本レポートは、関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、機会に関する情報を提供します。


本レポートでは、以下のポイントに関する洞察を提供しています：

- 主要促進要因（輸送・物流部門における気象予測サービスの統合、現代農業における気象予測サービスの需要、航空事故削減のための気象予測ニーズの増加、降雨に関する不確実性をもたらす気候変動パターンの増加、災害管理のための気象モニタリングの増加）、阻害要因（大気変数の動的性質、専門的な気象予測モデルの複雑さと不足）、機会（再生可能エネルギー分野の成長、スーパーコンピューターの計算能力の向上、気象モニタリングのためのハイエンドレーダーと衛星の開発、気象予測サービスにおけるビッグデータ分析の利用の増加）、および課題（効果的な自動化の欠如、誤った気象警報の頻繁な発生）が認証とブランド保護市場の成長に影響を与えている。

- 製品開発/イノベーション：気象予測サービス市場における今後の技術、研究開発活動、新製品・サービス発表に関する詳細な洞察

- 市場開発：有利な市場に関する包括的な情報 - 当レポートは様々な地域の気象予測サービス市場を分析しています。

- 市場の多様化：気象予測サービス市場における新製品とサービス、未開拓の地域、最近の開発、投資に関する詳細な情報

- 競争力の評価：気象予測サービス市場における主要企業の市場シェア、成長戦略、サービス内容を詳細に評価

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目次

1 INTRODUCTION 26
1.1 STUDY OBJECTIVES 26
1.2 MARKET DEFINITION 26
1.3 STUDY SCOPE 27
1.3.1 MARKETS COVERED 27
FIGURE 1 WEATHER FORECASTING SERVICES MARKET SEGMENTATION 27
1.3.2 REGIONS COVERED 27
1.3.3 YEARS CONSIDERED 28
1.4 CURRENCY CONSIDERED 28
TABLE 1 USD EXCHANGE RATE 28
1.5 STAKEHOLDERS 28
1.6 SUMMARY OF CHANGES 29
1.6.1 RECESSION IMPACT 29
2 RESEARCH METHODOLOGY 30
2.1 RESEARCH APPROACH 30
FIGURE 2 REPORT PROCESS FLOW 30
FIGURE 3 WEATHER FORECASTING SERVICES MARKET: RESEARCH DESIGN 31
2.1.1 SECONDARY DATA 32
2.1.1.1 Key data from secondary sources 32
2.1.2 PRIMARY DATA 33
2.1.2.1 Key data from primary sources 33
2.1.2.2 Insights from industry experts 34
2.1.2.3 Breakdown of primaries: by company type, designation, and region 34
TABLE 2 DETAILS OF PRIMARY INTERVIEWEES 35
2.2 FACTOR ANALYSIS 35
2.2.1 INTRODUCTION 35
2.2.2 DEMAND-SIDE ANALYSIS 35
2.2.2.1 Increasing safety concerns due to climate change 35
FIGURE 4 CAUSES OF AVIATION ACCIDENTS BETWEEN 1960 AND 2023 36
2.2.2.2 Increasing international trade 36
2.2.3 SUPPLY-SIDE ANALYSIS 36
2.2.3.1 Advancements in weather forecasting technologies 37
2.2.4 RECESSION IMPACT ANALYSIS 37
2.3 MARKET-SIZE ESTIMATION 37
2.3.1 BOTTOM-UP APPROACH 37
FIGURE 5 MARKET SIZE ESTIMATION: BOTTOM-UP APPROACH 38
2.3.2 TOP-DOWN APPROACH 38
FIGURE 6 MARKET SIZE ESTIMATION: TOP-DOWN APPROACH 38
2.4 MARKET BREAKDOWN AND DATA TRIANGULATION 39
FIGURE 7 RESEARCH METHODOLOGY: DATA TRIANGULATION 39
2.5 GROWTH RATE ASSUMPTIONS 40
2.6 RESEARCH ASSUMPTIONS 40
2.6.1 RISK ANALYSIS 41
3 EXECUTIVE SUMMARY 42
FIGURE 8 SAFETY SEGMENT TO LEAD MARKET FROM 2023 TO 2028 43
FIGURE 9 SMALL & MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR THAN LARGE ENTERPRISES SEGMENT DURING FORECAST PERIOD 43
FIGURE 10 ENERGY & UTILITIES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 44
FIGURE 11 NORTH AMERICA ESTIMATED TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 45
4 PREMIUM INSIGHTS 46
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN WEATHER FORECASTING SERVICES MARKET 46
FIGURE 12 INCREASING SAFETY CONCERNS AMONG INDUSTRIES TO DRIVE ADOPTION OF WEATHER FORECASTING SERVICES 46
4.2 WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE 46
FIGURE 13 SHORT-RANGE FORECASTING SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 46
4.3 WEATHER FORECASTING SERVICES MARKET, BY PURPOSE 47
FIGURE 14 SAFETY SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 47
4.4 WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY 47
FIGURE 15 INSURANCE SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD 47
4.5 WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE 48
FIGURE 16 LARGE ENTERPRISES SEGMENT TO LEAD MARKET DURING FORECAST PERIOD 48
4.6 WEATHER FORECASTING SERVICES MARKET, BY COUNTRY 48
FIGURE 17 INDIA TO REGISTER HIGHEST CAGR IN WEATHER FORECASTING SERVICES MARKET DURING FORECAST PERIOD 48
5 MARKET OVERVIEW 49
5.1 INTRODUCTION 49
5.2 MARKET DYNAMICS 50
FIGURE 18 WEATHER FORECASTING SERVICES MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 50
5.2.1 DRIVERS 50
5.2.1.1 Integration of weather forecasting services in transport and logistics sectors 50
5.2.1.2 Demand for weather forecasting services in modern-day agriculture 51
5.2.1.3 Growing need for weather forecasting services to ensure flight safety 51
FIGURE 19 ACCIDENTS IN AVIATION INDUSTRY, 1960–2022 52
5.2.1.4 Rise in climate-change patterns resulting in uncertainties related to rainfall 52
FIGURE 20 GLOBAL TEMPERATURE CHANGES FROM 1900 TO 2022 52
5.2.1.5 Increase in weather monitoring for disaster management 53
5.2.2 RESTRAINTS 53
5.2.2.1 Dynamic nature of atmospheric variables 53
5.2.2.2 Complexity and lack of specialized weather forecasting models 53
5.2.3 OPPORTUNITIES 54
5.2.3.1 Growth of renewable energy sector 54
FIGURE 21 RENEWABLE ENERGY CAPACITY, BY ENERGY SOURCE, 2022 54
5.2.3.2 Increasing computing capabilities of supercomputers 55
5.2.3.3 Development of high-end radars and satellites for weather monitoring 55
5.2.3.4 Increasing use of big data analytics in weather forecasting services 55
5.2.4 CHALLENGES 56
5.2.4.1 Lack of effective automation 56
5.2.4.2 Frequent occurrence of false weather alarms 56
5.3 RECESSION IMPACT ANALYSIS 57
5.4 VALUE CHAIN ANALYSIS 57
FIGURE 22 VALUE CHAIN ANALYSIS 58
5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 59
5.5.1 REVENUE SHIFT AND NEW TECHNOLOGY ADOPTION BY SERVICE PROVIDERS 59
FIGURE 23 REVENUE SHIFT IN WEATHER FORECASTING SERVICES MARKET 59
5.6 WEATHER FORECASTING SERVICES MARKET ECOSYSTEM 59
5.6.1 PROMINENT COMPANIES 59
5.6.2 PRIVATE AND SMALL ENTERPRISES 60
5.6.3 END USERS 60
FIGURE 24 WEATHER FORECASTING SERVICES MARKET ECOSYSTEM MAP 60
TABLE 3 WEATHER FORECASTING SERVICES MARKET ECOSYSTEM 61
5.7 PORTER’S FIVE FORCES ANALYSIS 62
TABLE 4 PORTER’S FIVE FORCES ANALYSIS 62
5.7.1 THREAT OF NEW ENTRANTS 62
5.7.2 THREAT OF SUBSTITUTES 63
5.7.3 BARGAINING POWER OF SUPPLIERS 63
5.7.4 BARGAINING POWER OF BUYERS 63
5.7.5 INTENSITY OF COMPETITIVE RIVALRY 63
5.8 PRICING ANALYSIS 64
5.8.1 AVERAGE SELLING PRICE RANGE OF WEATHER FORECASTING SERVICES, BY INDUSTRY, 2022 64
5.9 TARIFF AND REGULATORY LANDSCAPE 64
TABLE 5 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 65
TABLE 6 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 65
TABLE 7 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
TABLE 8 REST OF THE WORLD: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 66
5.10 TRADE ANALYSIS 67
TABLE 9 COUNTRY-WISE EXPORTS, 2021–2022 (USD THOUSAND) 67
TABLE 10 COUNTRY-WISE IMPORTS, 2021–2022 (USD THOUSAND) 68
TABLE 11 THERMOMETERS & PYROMETERS NOT COMBINED WITH OTHER INSTRUMENTS, COUNTRY-WISE EXPORTS, 2021–2022 (USD THOUSAND) 69
TABLE 12 THERMOMETERS & PYROMETERS NOT COMBINED WITH OTHER INSTRUMENTS, COUNTRY-WISE IMPORTS, 2021–2022 (USD THOUSAND) 70
5.11 PATENT ANALYSIS 71
FIGURE 25 MAJOR PATENTS FOR WEATHER FORECASTING 71
TABLE 13 MAJOR PATENTS FOR WEATHER FORECASTING SERVICES MARKET 72
5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 76
5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 76
FIGURE 26 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY ORGANIZATION SIZE 76
TABLE 14 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY ORGANIZATION SIZE (%) 76
5.12.2 BUYING CRITERIA 76
FIGURE 27 KEY BUYING CRITERIA FOR WEATHER FORECASTING SERVICES, BY ORGANIZATION SIZE 76
TABLE 15 KEY BUYING CRITERIA FOR WEATHER FORECASTING SERVICES, BY ORGANIZATION SIZE 77
5.13 KEY CONFERENCES AND EVENTS, 2023–2024 77
TABLE 16 CONFERENCES AND EVENTS, 2023–2024 77
5.14 TECHNOLOGY ANALYSIS 77
5.14.1 DUAL-POLARIZATION RADAR 77
5.14.2 ADVANCED SATELLITES 78
5.15 CASE STUDY ANALYSIS 78
5.15.1 USE CASE: ARTIFICIAL INTELLIGENCE (AI) IN WEATHER FORECASTING FOR FAST PREDICTIONS 78
5.15.2 USE CASE: MACHINE LEARNING ALGORITHMS TO INCREASE WEATHER FORECASTING ACCURACY 78
5.15.3 USE CASE: AUTOMATED WEATHER ANALYSIS USING IMAGE RECOGNITION 79
5.15.4 USE CASE: DUAL-POLARIZATION TECHNOLOGY 79
5.15.5 USE CASE: THE WEATHER COMPANY’S GLOBAL HIGH-RESOLUTION ATMOSPHERIC FORECASTING SYSTEM (GRAF) 79
5.15.6 USE CASE: WEATHER FORECASTING IN CLOUD APPLICATIONS 80
 
6 INDUSTRY TRENDS 81
6.1 INTRODUCTION 81
6.2 SUPPLY CHAIN ANALYSIS 81
FIGURE 28 SUPPLY CHAIN ANALYSIS 82
6.3 EMERGING INDUSTRY TRENDS 83
TABLE 17 ADVANCEMENTS IN AUTONOMOUS SHIPS IN KEY NATIONS 83
6.4 TECHNOLOGY TRENDS 84
6.4.1 DISRUPTIVE TECHNOLOGIES: IOT, AI, AND BIG DATA ANALYTICS 84
6.4.2 WEATHER DRONES 84
6.4.3 SUPERCOMPUTERS 84
6.4.4 COMPUTERS WITH FAST PROCESSORS 85
6.4.5 EMERGENCE OF NEXT-GENERATION RADAR TECHNOLOGY 85
6.4.6 BIG WEATHER DATA ANALYSIS 85
6.4.7 INTELLIGENT WEATHER PREDICTING MODULES 86
6.5 NEW WEATHER FORECASTING MODELS 86
6.5.1 HORIZONTAL WIND MODEL (HWM) 86
6.5.2 ADVANCED WEATHER INTERACTIVE PROCESSING SYSTEM (AWIPS) II 86
6.5.3 EVEN NEWER DYNAMICS FOR GENERAL ATMOSPHERIC MODELING OF THE ENVIRONMENT (ENDGAME) 86
6.6 IMPACT OF MEGATRENDS 87
6.6.1 AUTOMATION 87
6.6.2 DIGITIZATION 87
7 WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY 88
7.1 INTRODUCTION 89
FIGURE 29 WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 89
TABLE 18 WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 90
TABLE 19 WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 90
7.2 TRANSPORT & LOGISTICS 91
7.2.1 GROWING NEED FOR WEATHER FORECASTING TO CONTROL LOSSES DUE TO BAD WEATHER CONDITIONS 91
7.3 MARINE 91
7.3.1 DEMAND FOR MARINE WEATHER FORECASTING DRIVEN BY NEED TO ANALYZE WEATHER CONDITIONS 91
7.4 AVIATION 92
7.4.1 NEED FOR ACCURATE WEATHER FORECASTING TO REDUCE AVIATION ACCIDENTS AND ENSURE AIR PASSENGER SAFETY 92
7.5 MEDIA 92
7.5.1 NEED FOR WEATHER WARNING SYSTEMS TO HELP IN EFFICIENT EVENT HANDLING 92
7.6 OIL & GAS 92
7.6.1 WEATHER FORECASTING SERVICES TO HELP IN VOYAGE PLANNING 92
7.7 AGRICULTURE 93
7.7.1 WEATHER FORECASTING SERVICES TO HELP MITIGATE RISKS IN AGRICULTURE 93
7.8 INSURANCE 93
7.8.1 INCREASING NEED FOR WEATHER DATA FOR FUTURE CLAIMS 93
7.9 RETAIL 94
7.9.1 INCREASING USE OF WEATHER FORECASTING SERVICES TO ANALYZE SALES TRENDS 94
7.10 ENERGY & UTILITIES 94
7.10.1 UPSURGE IN RENEWABLE ENERGY PRODUCTION TO DRIVE DEMAND 94
7.11 CONSTRUCTION & MINING 95
7.11.1 EFFECTIVE PLANNING TO HELP MITIGATE WEATHER RISKS 95
7.12 OTHERS 95
8 WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE 96
8.1 INTRODUCTION 97
TABLE 20 WEATHER FORECASTING RANGES 97
FIGURE 30 WEATHER FORECASTING SERVICES MARKET, BY FORECASTING TYPE, 2023–2028 (USD MILLION) 97
TABLE 21 WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 98
TABLE 22 WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 98
8.2 NOWCAST 98
8.2.1 INCREASING NEED FOR ACCURATE PREDICTION OF WEATHER CONDITIONS WITHIN 6 HOURS TO DRIVE MARKET 98
8.3 SHORT-RANGE 99
8.3.1 GROWING USE IN FISHERIES AND TRANSPORTATION TO BOOST DEMAND FOR SHORT-RANGE FORECASTING 99
8.4 MEDIUM-RANGE 99
8.4.1 REQUIREMENT FOR MEDIUM-RANGE FORECAST IN AGRICULTURAL INDUSTRY TO DRIVE MARKET 99
8.5 EXTENDED-RANGE 100
8.5.1 GROWING DEMAND FROM RESOURCE MANAGEMENT AND CITY PLANNING SECTORS TO DRIVE MARKET 100
8.6 LONG-RANGE 100
8.6.1 INCREASING DEMAND FROM WEATHER-SENSITIVE INDUSTRIES TO DRIVE MARKET 100
9 WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE 101
9.1 INTRODUCTION 102
FIGURE 31 WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 102
TABLE 23 WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 102
TABLE 24 WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 102
9.2 LARGE ENTERPRISES 103
9.2.1 INCREASING DEPENDENCE OF LARGE ENTERPRISES ON WEATHER FORECASTING SERVICES TO IMPROVE BUSINESS DECISIONS TO DRIVE MARKET 103
9.3 SMALL & MEDIUM-SIZED ENTERPRISES 104
9.3.1 GROWING NEED FOR WEATHER FORECASTING IN SMALL & MEDIUM-SIZED ENTERPRISES TO ENSURE RISK MANAGEMENT TO DRIVE MARKET 104
10 WEATHER FORECASTING SERVICES MARKET, BY PURPOSE 105
10.1 INTRODUCTION 106
FIGURE 32 WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 106
TABLE 25 WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 106
TABLE 26 WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 107
10.2 SAFETY 107
10.2.1 GROWING FOCUS ON WEATHER SAFETY TO ELIMINATE FATALITY RISKS AT MANUFACTURING SITES TO DRIVE MARKET 107
10.3 OPERATIONAL EFFICIENCY 108
10.3.1 RISING DEPENDENCE ON WEATHER FORECASTING FOR EFFICIENT DAY-TO-DAY PLANNING AND INFORMED DECISION-MAKING TO DRIVE MARKET 108
10.4 OTHERS 108
11 WEATHER DATA SERVICES MARKET 109
11.1 INTRODUCTION 109
11.2 DRIVERS AND OPPORTUNITIES FOR WEATHER DATA SERVICES MARKET 109
11.3 TECHNOLOGY ANALYSIS 110
11.3.1 INTEGRATION OF BIG DATA ANALYTICS IN WEATHER DATA 110
11.3.2 INCORPORATION OF WEATHER DATA INTO INTERNET OF THINGS (IOT) 110
11.3.3 CLOUD COMPUTING IN WEATHER DATA 110
11.3.4 HIGH-PERFORMANCE COMPUTING FOR WEATHER DATA 110
11.4 USE CASES IN WEATHER DATA SERVICES MARKET 111
11.4.1 PRECISION AGRICULTURE USES CLIMACELL WEATHER DATA 111
11.4.2 UBER USES CLIMACELL WEATHER DATA FOR WEATHER-RELATED INSIGHTS 111
11.5 WEATHER DATA SERVICES MARKET, BY DATA TYPE 111
11.5.1 REAL-TIME DATA 111
11.5.2 FORECAST DATA 112
11.5.3 HISTORICAL DATA 112
11.6 WEATHER DATA SERVICE PROVIDERS 112
11.6.1 OPENWEATHERMAP 112
TABLE 27 PRICING ANALYSIS OF OPENWEATHERMAP 112
11.6.2 ACCUWEATHER, INC. 112
11.6.3 TOMORROW.IO 112
11.6.4 UNDERSTORY 113
11.6.5 METEOMATICS 113
11.6.6 WEATHER UNDERGROUND 113
11.6.7 WEATHERSTACK 113
11.7 MNM VIEW ON WEATHER DATA SERVICES MARKET 113
12 DIRECT-TO-CONSUMER WEATHER FORECASTING SERVICES MARKET 114
12.1 INTRODUCTION 114
12.1.1 MARINE 114
12.1.1.1 Need to plan route and prevent accidents to drive demand 114
TABLE 28 KEY WEATHER FORECASTING SERVICE PROVIDERS: MARINE 115
12.1.2 PRIVATE AIRCRAFT OWNERS 115
12.1.2.1 Need to ensure flight crew safety to drive demand 115
TABLE 29 KEY WEATHER FORECASTING SERVICE PROVIDERS: PRIVATE AIRCRAFT OWNERS 116
12.1.3 FARMERS 117
12.1.3.1 Need to mitigate farming risks to drive demand 117
TABLE 30 KEY WEATHER FORECASTING SERVICE PROVIDERS: FARMERS 117
12.1.4 GENERAL CONSUMERS 118
TABLE 31 WEATHER FORECASTING SERVICE PROVIDERS: GENERAL CONSUMERS 118
12.2 MEDIUM USED TO PROVIDE DIRECT-TO-CONSUMER WEATHER FORECASTING SERVICES 119
12.2.1 MEDIA 119
12.2.2 WEB-BASED 119
12.2.3 APPLICATION-BASED 120
12.3 REVENUE STREAMS IN DIRECT-TO-CONSUMER WEATHER FORECASTING SERVICES MARKET 121
12.3.1 SUBSCRIPTION-BASED 121
TABLE 32 MONTHLY AND ANNUAL SUBSCRIPTION MODEL 121
12.3.2 PAY-PER-USE 122
12.3.3 AD-BASED 122
12.4 WEATHER FORECASTING SERVICE PROVIDERS 123
TABLE 33 WEATHER FORECASTING SERVICE PROVIDERS 123
12.5 KEY DEVELOPMENTS 129
TABLE 34 KEY DEVELOPMENTS BY LEADING PLAYERS IN DIRECT-TO-CONSUMER WEATHER FORECASTING SERVICES MARKET, 2020–2023 129
13 WEATHER FORECASTING SERVICES MARKET, BY REGION 131
13.1 INTRODUCTION 132
13.2 REGIONAL RECESSION IMPACT ANALYSIS 132
FIGURE 33 NORTH AMERICA ESTIMATED TO ACCOUNT FOR LARGEST MARKET SHARE IN 2023 134
TABLE 35 WEATHER FORECASTING SERVICES MARKET, BY REGION, 2020–2022 (USD MILLION) 135
TABLE 36 WEATHER FORECASTING SERVICES MARKET, BY REGION, 2023–2028 (USD MILLION) 135
13.3 NORTH AMERICA 135
13.3.1 NORTH AMERICA: PESTLE ANALYSIS 136
FIGURE 34 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET SNAPSHOT 137
TABLE 37 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 138
TABLE 38 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 138
TABLE 39 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 138
TABLE 40 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 139
TABLE 41 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 139
TABLE 42 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 139
TABLE 43 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 140
TABLE 44 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 140
TABLE 45 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 140
TABLE 46 NORTH AMERICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 140
13.3.2 US 141
13.3.2.1 Implementation of high-performance systems by US weather forecasting service companies to drive market 141
TABLE 47 US: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 141
TABLE 48 US: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 142
TABLE 49 US: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 142
TABLE 50 US: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 142
13.3.3 CANADA 143
13.3.3.1 Presence of leading players and developments undertaken by them to drive market 143
TABLE 51 CANADA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 143
TABLE 52 CANADA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 144
TABLE 53 CANADA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 144
TABLE 54 CANADA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 144
13.4 EUROPE 145
13.4.1 EUROPE: PESTLE ANALYSIS 145
FIGURE 35 EUROPE: WEATHER FORECASTING SERVICES MARKET SNAPSHOT 146
TABLE 55 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 147
TABLE 56 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 147
TABLE 57 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 148
TABLE 58 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 148
TABLE 59 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 149
TABLE 60 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 149
TABLE 61 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 149
TABLE 62 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 150
TABLE 63 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 150
TABLE 64 EUROPE: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 150
13.4.2 UK 151
13.4.2.1 Development of next-generation weather forecasting models to drive market 151
TABLE 65 UK: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 151
TABLE 66 UK: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 152
TABLE 67 UK: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 152
TABLE 68 UK: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 152
13.4.3 GERMANY 153
13.4.3.1 Development of forecasting solutions to enhance power generation from renewable sources to drive market 153
TABLE 69 GERMANY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 153
TABLE 70 GERMANY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 154
TABLE 71 GERMANY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 154
TABLE 72 GERMANY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 154
13.4.4 FRANCE 155
13.4.4.1 Increasing investments in advanced weather forecasting service technologies to drive market 155
TABLE 73 FRANCE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 155
TABLE 74 FRANCE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 156
TABLE 75 FRANCE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 156
TABLE 76 FRANCE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 156
13.4.5 ITALY 157
13.4.5.1 Development of advanced weather prediction technologies to drive market 157
TABLE 77 ITALY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 157
TABLE 78 ITALY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 158
TABLE 79 ITALY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 158
TABLE 80 ITALY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 158
13.4.6 RUSSIA 159
13.4.6.1 Expanding meteorology techniques with hydrometeorology to drive market 159
TABLE 81 RUSSIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 159
TABLE 82 RUSSIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 160
TABLE 83 RUSSIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 160
TABLE 84 RUSSIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 160
13.4.7 REST OF EUROPE 161
TABLE 85 REST OF EUROPE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 161
TABLE 86 REST OF EUROPE: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 162
TABLE 87 REST OF EUROPE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 162
TABLE 88 REST OF EUROPE: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 162
13.5 ASIA PACIFIC 163
13.5.1 ASIA PACIFIC: PESTLE ANALYSIS 163
FIGURE 36 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET SNAPSHOT 165
TABLE 89 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 165
TABLE 90 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 166
TABLE 91 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 166
TABLE 92 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 167
TABLE 93 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 167
TABLE 94 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 167
TABLE 95 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 168
TABLE 96 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 168
TABLE 97 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 168
TABLE 98 ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 168
13.5.2 CHINA 169
13.5.2.1 Advancements in conventional weather forecasting methods to drive market 169
TABLE 99 CHINA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 169
TABLE 100 CHINA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 170
TABLE 101 CHINA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 170
TABLE 102 CHINA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 170
13.5.3 JAPAN 171
13.5.3.1 Rising use of advanced weather forecasting services across industries to drive market 171
TABLE 103 JAPAN: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 171
TABLE 104 JAPAN: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 172
TABLE 105 JAPAN: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 172
TABLE 106 JAPAN: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 172
13.5.4 INDIA 173
13.5.4.1 Increased applications of weather forecasting services in agriculture sector to drive market 173
TABLE 107 INDIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 173
TABLE 108 INDIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 174
TABLE 109 INDIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 174
TABLE 110 INDIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 174
13.5.5 AUSTRALIA 175
13.5.5.1 Growing efforts to improve numerical weather prediction and next-generation satellites to drive market 175
TABLE 111 AUSTRALIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 175
TABLE 112 AUSTRALIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 176
TABLE 113 AUSTRALIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 176
TABLE 114 AUSTRALIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 176
13.5.6 SOUTH KOREA 177
13.5.6.1 Increasing number of weather observation stations reporting to global telecommunication networks to boost market 177
TABLE 115 SOUTH KOREA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 177
TABLE 116 SOUTH KOREA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 178
TABLE 117 SOUTH KOREA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 178
TABLE 118 SOUTH KOREA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 178
13.5.7 REST OF ASIA PACIFIC 179
TABLE 119 REST OF ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 179
TABLE 120 REST OF ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 180
TABLE 121 REST OF ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 180
TABLE 122 REST OF ASIA PACIFIC: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 180
13.6 MIDDLE EAST & AFRICA 181
13.6.1 MIDDLE EAST & AFRICA: PESTLE ANALYSIS 181
FIGURE 37 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET SNAPSHOT 183
TABLE 123 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 184
TABLE 124 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 184
TABLE 125 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 184
TABLE 126 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 185
TABLE 127 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 185
TABLE 128 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 185
TABLE 129 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 186
TABLE 130 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 186
TABLE 131 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 186
TABLE 132 MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 187
13.6.2 SAUDI ARABIA 187
13.6.2.1 Development of advanced weather research and forecasting (WRF) modeling system to drive market 187
TABLE 133 SAUDI ARABIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 187
TABLE 134 SAUDI ARABIA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 188
TABLE 135 SAUDI ARABIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 188
TABLE 136 SAUDI ARABIA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 188
13.6.3 ISRAEL 189
13.6.3.1 Incorporation of latest technologies in weather forecasting models to drive market 189
TABLE 137 ISRAEL: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 189
TABLE 138 ISRAEL: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 190
TABLE 139 ISRAEL: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 190
TABLE 140 ISRAEL: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 190
13.6.4 TURKEY 191
13.6.4.1 Increasing demand from marine, renewables, and oil & gas companies to drive market 191
TABLE 141 TURKEY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 191
TABLE 142 TURKEY: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 192
TABLE 143 TURKEY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 192
TABLE 144 TURKEY: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 192
13.6.5 SOUTH AFRICA 193
13.6.5.1 Increasing use of weather forecasting services across industries to boost market 193
TABLE 145 SOUTH AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 193
TABLE 146 SOUTH AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 194
TABLE 147 SOUTH AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 194
TABLE 148 SOUTH AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 194
13.6.6 REST OF MIDDLE EAST & AFRICA 195
TABLE 149 REST OF MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 195
TABLE 150 REST OF MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 196
TABLE 151 REST OF MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 196
TABLE 152 REST OF MIDDLE EAST & AFRICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 196
13.7 LATIN AMERICA 197
13.7.1 LATIN AMERICA: PESTLE ANALYSIS 197
FIGURE 38 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET SNAPSHOT 198
TABLE 153 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2020–2022 (USD MILLION) 199
TABLE 154 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 199
TABLE 155 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 199
TABLE 156 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 200
TABLE 157 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 200
TABLE 158 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 200
TABLE 159 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2020–2022 (USD MILLION) 201
TABLE 160 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY FORECAST TYPE, 2023–2028 (USD MILLION) 201
TABLE 161 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2020–2022 (USD MILLION) 201
TABLE 162 LATIN AMERICA: WEATHER FORECASTING SERVICES MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 201
13.7.2 BRAZIL 202
13.7.2.1 Increasing investments in forecasting infrastructure to drive market 202
TABLE 163 BRAZIL: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 202
TABLE 164 BRAZIL: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 203
TABLE 165 BRAZIL: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 203
TABLE 166 BRAZIL: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 203
13.7.3 MEXICO 204
13.7.3.1 Growing focus on strengthening forecasting capabilities to mitigate effects of natural disasters to drive market 204
TABLE 167 MEXICO: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2020–2022 (USD MILLION) 204
TABLE 168 MEXICO: WEATHER FORECASTING SERVICES MARKET, BY INDUSTRY, 2023–2028 (USD MILLION) 205
TABLE 169 MEXICO: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2020–2022 (USD MILLION) 205
TABLE 170 MEXICO: WEATHER FORECASTING SERVICES MARKET, BY PURPOSE, 2023–2028 (USD MILLION) 205
14 COMPETITIVE LANDSCAPE 206
14.1 INTRODUCTION 206
14.2 STRATEGIES ADOPTED BY KEY PLAYERS 206
TABLE 171 STRATEGIES ADOPTED BY KEY PLAYERS IN WEATHER FORECASTING SERVICES MARKET, 2019–2023 206
14.3 RANKING ANALYSIS OF KEY PLAYERS 208
FIGURE 39 MARKET RANKING OF KEY PLAYERS, 2022 208
14.4 REVENUE ANALYSIS OF TOP 5 MARKET PLAYERS, 2019–2022 208
FIGURE 40 REVENUE ANALYSIS OF TOP 5 MARKET PLAYERS, 2019–2022 208
14.5 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2022 209
TABLE 172 WEATHER FORECASTING SERVICES MARKET: DEGREE OF COMPETITION 209
14.6 MARKET SHARE OF KEY PLAYERS, 2022 209
FIGURE 41 MARKETS SHARE ANALYSIS, 2022 209
14.7 COMPANY EVALUATION MATRIX 211
14.7.1 STARS 211
14.7.2 EMERGING LEADERS 211
14.7.3 PERVASIVE PLAYERS 211
14.7.4 PARTICIPANTS 211
FIGURE 42 COMPANY EVALUATION MATRIX, 2022 212
14.8 COMPANY BENCHMARKING 213
TABLE 173 COMPANY BENCHMARKING OF KEY PLAYERS AND OTHER PLAYERS 213
TABLE 174 WEATHER FORECASTING SERVICES MARKET: DETAILED LIST OF KEY STARTUP/SMES 214
14.9 START-UP/SME EVALUATION MATRIX 214
14.9.1 PROGRESSIVE COMPANIES 214
14.9.2 RESPONSIVE COMPANIES 214
14.9.3 STARTING BLOCKS 214
14.9.4 DYNAMIC COMPANIES 214
FIGURE 43 START-UP/SME EVALUATION MATRIX, 2022 215
14.10 COMPETITIVE SCENARIO 215
14.10.1 MARKET EVALUATION FRAMEWORK 215
14.10.2 PRODUCT LAUNCHES 216
TABLE 175 PRODUCT LAUNCHES, AUGUST 2019–JUNE 2023 216
14.10.3 DEALS 219
TABLE 176 DEALS, APRIL 2020–MAY 2023 219