自然災害検知IoT市場:コンポーネント(ハードウェア、ソリューション、サービス)、アプリケーション(洪水検知、干ばつ検知)、通信システム(ファーストレスポンダーツール、車両対応ゲートウェイ)、エンドユーザー、地域別 - 2027年までの世界市場予測Natural Disaster Detection IoT Market by Component (Hardware, Solutions, Services), Application (Flood Detection, Drought Detection), Communication System (First Responder Tools, Vehicle-ready Gateways), End User and Region - Global Forecast to 2027 自然災害検知IoTの世界市場は、2022年の3億米ドルから2027年には17億米ドルに、予測期間中の年平均成長率(CAGR)36.0%で成長すると予測されます。IoTデバイスやセンサーを利用したほぼリアルタイムのデータ収集... もっと見る
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サマリー自然災害検知IoTの世界市場は、2022年の3億米ドルから2027年には17億米ドルに、予測期間中の年平均成長率(CAGR)36.0%で成長すると予測されます。IoTデバイスやセンサーを利用したほぼリアルタイムのデータ収集が、自然災害検知IoT市場の成長を後押ししている。予測期間中はフローティングセンサーネットワークセグメントがより大きな市場シェアを占めると予想される UC Berkleyで開発された、洪水時に河川の浮遊物から情報を収集する新モデルが発売されました。これは、カメラと全地球測位システム(GPS)用の加速度センサーを搭載した、コンパクトで商業的な浮遊物体である。この浮遊体は、水の急激な変動や漸進的な変化を追跡し、ウェブアラートを通じて地域住民に自動送信されます。 予測期間中、マネージドサービス分野が高いCAGRを占めると推定される IoTの複雑さは、幅広いサービスと専門知識を持つIoTマネージドサービスプロバイダーによって処理され、世界中のデバイスの調達、接続、設定、配備のプロセスを簡素化することができます。IoTマネージドサービスプロバイダーと接続することで、企業はリスクを管理し、コストを削減し、市場投入までの時間を改善することが可能になります。包括的なデバイス管理、ワイヤレス接続、ネットワーク管理、フォワードおよびリバースロジスティックスを通じて、これを実現します。 予測期間中、衛星アシスト機器セグメントが最大の市場シェアを占める 長年にわたり、衛星サービスプロバイダーは、自然災害や緊急時の被害や死亡を減らすために、予測、地図作成、ライブ情報配信を支援してきました。衛星を利用した災害管理アプローチは、通常、最新の画像を1エリアずつ視覚的に評価することに依存してきました。したがって、科学者によるAIと衛星地図作成技術の利用は、災害管理のプロセスを加速しています。 地域別では、アジア太平洋地域が予測期間中に最も高いCAGRを記録した。 アジア太平洋地域は、シンガポール、日本、中国、インド、オーストラリアなどの繁栄する経済を構成しており、自然災害検知IoT市場で高い成長率を記録すると予想される。この地域は、最悪の気候変動に直面しています。最悪の気候変動シナリオでは、アジア太平洋地域の高リスクの人々の合計が約3分の1増加します。これらの影響を受けやすい人々は、主にガンジス-ブラマプトラ-メグナ流域、インダス流域、東南アジアの一部、および一部の太平洋諸島の国々に位置しています。これらは、この地域で新たに発生し、激化しているリスクです。ロボット工学、分析、AI、認知技術、ナノテクノロジー、量子コンピューティング、ウェアラブル、IoT、ビッグデータなどのインダストリー4.0イノベーションは、災害に強い社会を実現するために活用することができます。また、政府は、最貧国や最も省略されたコミュニティでさえも確実に力を発揮できるよう、これらの技術にますます投資するようになっています。 プライマリーの内訳 自然災害検知IoT市場で活動する様々な主要組織の最高経営責任者(CEO)、イノベーション・技術責任者、システムインテグレーター、経営者に詳細なインタビューを実施した。 企業別。ティアI:35%、ティアII:40%、ティアIII:25 指名別。C-レベルエグゼクティブ。60%、マネージャー:40 地域別。北米:30%、欧州:35%、アジア太平洋:25%、中東・アフリカ:5%、中南米:5 本レポートでは、自然災害検知のIoTソリューションやサービスを提供する主要プレイヤーの調査も行っています。世界の自然災害検知IoT市場における主要ベンダーのプロフィールを掲載しています。世界の自然災害検知IoT市場の主要ベンダーは、NEC(日本)、ブラックベリー(カナダ)、セムテック(米国)、SAP(ドイツ)、ソニー(日本)、ノキア(フィンランド)、サディームテクノロジー(サウジアラビア)、ルミネアイ(米国)、ベンティLLC(米国)、シンプリセーフ(インド)、ワンコンサー(米国)、OnSolve(米国)である。Trinity Mobility(インド)、SkyAlert(メキシコ)、Serinus(ドイツ)、Knowx Innovations(インド)、OgoXe(フランス)、Aplicaciones Tecnológicas SA(スペイン)、Earth Networks(米国)、 Responscity Systems(インド)、 Sensoterra(オランダ)、 Intel(米国)、Grillo(ブラジル)、 Bulfro Monitech(インド)、 Green Stream Technologies(US). 調査対象範囲 本市場調査は、自然災害検知IoT市場をセグメント横断的にカバーしています。コンポーネント、アプリケーション、通信システム、エンドユーザー、地域などのセグメントにわたる市場規模および同市場の成長性の推定を目的としています。市場の主要企業の詳細な競合分析、企業プロファイル、製品および事業の提供に関する主要な観測、最近の開発、主要な市場戦略などを掲載しています。 本レポートを購入する主な利点 本レポートは、本市場の市場リーダー/新規参入者に、自然災害検知IoT市場全体とそのサブセグメントに関する収益数の最も近い近似値に関する情報を提供するものと思われます。それは利害関係者が競争環境を理解し、自社のビジネスを位置づけ、適切な市場参入戦略を計画するためのより良い洞察を得るのに役立つであろう。また、ステークホルダーが市場の脈動を理解するのに役立ち、主要な市場ドライバー、阻害要因、課題、および機会に関する情報を提供します。 目次1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.3 STUDY SCOPE 31 1.3.1 MARKETS COVERED 31 FIGURE 1 NATURAL DISASTER DETECTION IOT MARKET SEGMENTATION 31 1.3.2 GEOGRAPHIC SCOPE 32 FIGURE 2 NATURAL DISASTER DETECTION IOT MARKET: GEOGRAPHIC SCOPE 32 1.3.3 INCLUSIONS AND EXCLUSIONS 32 1.3.4 YEARS CONSIDERED 33 1.4 CURRENCY CONSIDERED 33 TABLE 1 USD EXCHANGE RATES, 2019–2021 33 1.5 STAKEHOLDERS 33 2 RESEARCH METHODOLOGY 34 2.1 RESEARCH DATA 34 FIGURE 3 NATURAL DISASTER DETECTION IOT MARKET: RESEARCH DESIGN 34 2.1.1 SECONDARY DATA 35 2.1.1.1 Secondary sources 35 2.1.2 PRIMARY DATA 35 2.1.2.1 Primary interviews with experts 36 2.1.2.2 List of key primary interview participants 36 2.1.2.3 Breakdown of primary profiles 36 2.1.2.4 Primary sources 37 2.1.2.5 Key industry insights 37 2.2 MARKET SIZE ESTIMATION 38 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE) - REVENUE OF SOLUTIONS/SERVICES 38 2.2.1 BOTTOM-UP APPROACH 38 FIGURE 5 BOTTOM-UP APPROACH 39 FIGURE 6 MARKET SIZE ESTIMATION USING BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES 39 2.2.2 TOP-DOWN APPROACH 39 FIGURE 7 TOP-DOWN APPROACH 40 2.2.3 NATURAL DISASTER DETECTION IOT MARKET ESTIMATION: DEMAND-SIDE ANALYSIS 40 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS 40 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 41 FIGURE 9 DATA TRIANGULATION 41 2.4 FACTOR ANALYSIS 42 TABLE 2 FACTOR ANALYSIS 42 2.5 ASSUMPTIONS 43 2.6 LIMITATIONS 43 2.7 NATURAL DISASTER DETECTION IOT MARKET: RECESSION IMPACT 44 FIGURE 10 NATURAL DISASTER DETECTION IOT MARKET TO WITNESS DECLINE IN Y-O-Y GROWTH IN 2022 44 3 EXECUTIVE SUMMARY 45 TABLE 3 NATURAL DISASTER DETECTION IOT MARKET AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y %) 46 TABLE 4 NATURAL DISASTER DETECTION IOT MARKET AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y %) 46 FIGURE 11 SUBSEGMENTS WITH HIGHEST GROWTH RATE IN GLOBAL NATURAL DISASTER DETECTION IOT MARKET FROM 2022 TO 2027 46 FIGURE 12 NATURAL DISASTER DETECTION IOT MARKET, REGIONAL AND COUNTRY-WISE SHARE, 2022 47 4 PREMIUM INSIGHTS 48 4.1 NATURAL DISASTER DETECTION IOT MARKET OVERVIEW 48 FIGURE 13 MAJOR DEVELOPMENTS BY LEADING VENDORS TO DRIVE NATURAL DISASTER DETECTION IOT MARKET DURING FORECAST PERIOD 48 4.2 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT 48 FIGURE 14 SOLUTIONS SEGMENT TO DOMINATE MARKET BY 2027 48 4.3 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION 49 FIGURE 15 EARLY WARNING SYSTEM TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 49 4.4 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE 49 FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO DOMINATE MARKET BY 2027 49 4.5 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE 50 FIGURE 17 TRAINING AND SIMULATION SEGMENT TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 50 4.6 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION 50 FIGURE 18 FLOOD DETECTION SEGMENT TO DOMINATE MARKET BY 2027 50 4.7 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM 51 FIGURE 19 FIRST RESPONDER TOOLS SEGMENT TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 51 4.8 NATURAL DISASTER DETECTION IOT MARKET, BY END USER 51 FIGURE 20 GOVERNMENT ORGANIZATIONS SEGMENT TO DOMINATE MARKET BY 2027 51 4.9 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM AND END USER 52 FIGURE 21 SATELLITE-ASSISTED EQUIPMENT AND GOVERNMENT ORGANIZATIONS SEGMENT TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2022 52 5 MARKET OVERVIEW 53 5.1 INTRODUCTION 53 5.2 MARKET DYNAMICS 53 FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: NATURAL DISASTER DETECTION IOT MARKET 53 5.2.1 DRIVERS 54 5.2.1.1 Use of IoT devices and sensors to predict disasters in advance 54 5.2.1.2 Reduction in damage and economic loss with disaster warnings 54 5.2.1.3 Increasing government initiatives to use IoT in emergency planning 54 5.2.2 RESTRAINTS 54 5.2.2.1 Vulnerabilities of IoT devices 54 5.2.2.2 Inaccurate data entering AI system 54 5.2.3 OPPORTUNITIES 55 5.2.3.1 Growing adoption of satellite remote sensing and GIS for disaster risk minimization and prevention 55 5.2.3.2 Predictive analysis with AI and data analytics tools 55 5.2.4 CHALLENGES 55 5.2.4.1 Hampered communications at area of disaster 55 5.3 INDUSTRY TRENDS 55 5.3.1 VALUE CHAIN ANALYSIS 55 FIGURE 23 NATURAL DISASTER DETECTION IOT MARKET: VALUE CHAIN ANALYSIS 56 5.3.2 ECOSYSTEM ANALYSIS 57 TABLE 5 NATURAL DISASTER DETECTION IOT MARKET: ECOSYSTEM 57 5.3.3 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN NATURAL DISASTER DETECTION IOT MARKET 58 FIGURE 24 NATURAL DISASTER DETECTION IOT MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 58 5.3.4 CASE STUDY ANALYSIS 58 5.3.4.1 Case study 1: Contra Costa County protects people from earthquakes and other calamities 58 5.3.4.2 Case study 2: NEC tests simulation technology in Rio de Janeiro that enables accurate warning of natural disasters 59 5.3.4.3 Case study 3: Early flood warning solution by Intel 59 5.3.4.4 Case study 4: IoT-enabled flood monitoring system and public safety monitoring using Semtech’s LoRa and IoT 60 5.3.4.5 Case study 5: Nokia’s drone solution for tsunami preparedness and response in Sendai City 60 5.3.4.6 Case study 6: Mississippi Emergency Management Agency (MEMA) coordinates to respond to crises 61 5.3.5 PRICING ANALYSIS 61 5.3.5.1 Average selling price, by key player 61 TABLE 6 AVERAGE SELLING PRICE OF KEY PLAYERS 61 5.3.5.2 Average selling price trend 62 5.3.6 PORTER’S FIVE FORCES ANALYSIS 62 TABLE 7 NATURAL DISASTER DETECTION IOT MARKET: PORTER’S FIVE FORCES MODEL ANALYSIS 62 5.3.6.1 Threat of new entrants 62 5.3.6.2 Threat of substitutes 62 5.3.6.3 Bargaining power of buyers 62 5.3.6.4 Bargaining power of suppliers 63 5.3.6.5 Intensity of competitive rivalry 63 5.3.7 TECHNOLOGY ANALYSIS 63 5.3.7.1 IoT 63 5.3.7.2 Artificial intelligence/machine learning 63 5.3.7.3 5G network 63 5.3.7.4 Cloud computing 64 5.3.7.5 Big data 64 5.3.8 PATENT ANALYSIS 64 5.3.8.1 Methodology 64 5.3.8.2 Document types 64 TABLE 8 PATENTS FILED, 2020–2022 64 5.3.8.3 Innovation and patent applications 64 FIGURE 25 NUMBER OF PATENTS GRANTED ANNUALLY, 2020–2022 65 5.3.8.3.1 Top applicants 65 FIGURE 26 TOP 10 PATENT APPLICANTS WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 65 TABLE 9 LIST OF PATENTS IN NATURAL DISASTER DETECTION IOT MARKET, 2020–2022 66 5.3.9 KEY STAKEHOLDERS AND BUYING CRITERIA 67 5.3.9.1 Key stakeholders in buying process 67 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 67 TABLE 10 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 67 5.3.9.2 Buying criteria 68 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE END USERS 68 TABLE 11 KEY BUYING CRITERIA FOR TOP THREE END USERS 68 5.3.10 KEY CONFERENCES AND EVENTS IN 2022–2023 69 TABLE 12 NATURAL DISASTER DETECTION IOT MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 69 5.4 REGULATORY LANDSCAPE 70 5.4.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 15 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 16 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 5.4.1.1 North America 71 5.4.1.1.1 US 71 5.4.1.1.2 Canada 72 5.4.1.2 Europe 72 5.4.1.3 Asia Pacific 72 5.4.1.3.1 South Korea 72 5.4.1.3.2 China 72 5.4.1.3.3 India 72 5.4.1.4 Middle East and Africa 73 5.4.1.4.1 UAE 73 5.4.1.4.2 KSA 73 5.4.1.5 Latin America 73 5.4.1.5.1 Brazil 73 5.4.1.5.2 Mexico 73 6 NATURAL DISASTER MANAGEMENT IOT MARKET, BY COMPONENT 74 6.1 INTRODUCTION 75 6.1.1 COMPONENTS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 75 FIGURE 29 SOLUTIONS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 75 TABLE 17 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 75 TABLE 18 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 76 6.2 HARDWARE 76 6.2.1 WIRELESS SENSOR NETWORKS TO DETECT NATURAL DISASTERS 76 TABLE 19 HARDWARE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 76 TABLE 20 HARDWARE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 77 6.3 SOLUTIONS 77 6.3.1 RISE IN ADOPTION OF NATURAL DISASTER DETECTION IOT SOLUTIONS FOR REAL-TIME DATA COLLECTION 77 TABLE 21 SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 77 TABLE 22 SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 78 FIGURE 30 EARLY WARNING SYSTEM SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 78 TABLE 23 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 78 TABLE 24 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 79 6.3.2 BEACON 79 TABLE 25 BEACON: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 79 TABLE 26 BEACON: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 80 6.3.3 FLOATING SENSOR NETWORK 80 TABLE 27 FLOATING SENSOR NETWORK: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 80 TABLE 28 FLOATING SENSOR NETWORK: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 80 6.3.4 LIGHTNING DETECTOR SYSTEM 81 TABLE 29 LIGHTNING DETECTOR SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 81 TABLE 30 LIGHTNING DETECTOR SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 81 6.3.5 ACOUSTIC REAL-TIME MONITORING SYSTEM 82 TABLE 31 ACOUSTIC REAL-TIME MONITORING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 82 TABLE 32 ACOUSTIC REAL-TIME MONITORING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 82 6.3.6 EARLY WARNING SYSTEM 83 TABLE 33 EARLY WARNING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 83 TABLE 34 EARLY WARNING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 83 6.3.7 OTHER SOLUTIONS 84 TABLE 35 OTHER SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 84 TABLE 36 OTHER SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.4 SERVICES 85 FIGURE 31 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 85 TABLE 37 SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 85 TABLE 38 SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 86 TABLE 39 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 86 TABLE 40 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 86 6.4.1 PROFESSIONAL SERVICES 87 6.4.1.1 Professional services to minimize risk caused by natural disasters and help in integration of proper IoT devices 87 FIGURE 32 TRAINING AND SIMULATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 87 TABLE 41 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 87 TABLE 42 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 88 TABLE 43 PROFESSIONAL SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 88 TABLE 44 PROFESSIONAL SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 88 6.4.1.2 Consulting 89 TABLE 45 CONSULTING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 89 TABLE 46 CONSULTING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 89 6.4.1.3 Deployment and integration 90 TABLE 47 DEPLOYMENT AND INTEGRATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 90 TABLE 48 DEPLOYMENT AND INTEGRATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 90 6.4.1.4 Support and maintenance 91 TABLE 49 SUPPORT AND MAINTENANCE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 91 TABLE 50 SUPPORT AND MAINTENANCE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 91 6.4.1.5 Training and simulation 92 TABLE 51 TRAINING AND SIMULATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 92 TABLE 52 TRAINING AND SIMULATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 92 6.4.2 MANAGED SERVICES 93 6.4.2.1 Streamline process of deploying devices globally 93 TABLE 53 MANAGED SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 93 TABLE 54 MANAGED SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 93 7 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION 94 7.1 INTRODUCTION 95 7.1.1 APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 95 FIGURE 33 WEATHER MONITORING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 95 TABLE 55 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 96 TABLE 56 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 96 7.2 FLOOD DETECTION 97 7.2.1 PREVENTING FLOODS USING IOT-BASED MONITORING AND DETECTION SYSTEMS 97 TABLE 57 FLOOD DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 97 TABLE 58 FLOOD DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 97 7.3 DROUGHT DETECTION 98 7.3.1 PROVIDE DETAILED UPDATES ABOUT ENVIRONMENT-RELATED COMPONENTS USING IOT 98 TABLE 59 DROUGHT DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 98 TABLE 60 DROUGHT DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 98 7.4 WILDFIRE DETECTION 99 7.4.1 DETECTION OF WILDFIRE IN REMOTE AND UNMANAGED AREAS USING SENSORS 99 TABLE 61 WILDFIRE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 99 TABLE 62 WILDFIRE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 99 7.5 LANDSLIDE DETECTION 100 7.5.1 USAGE OF NATURAL DISASTER DETECTION IOT SOLUTIONS TO REDUCE FATALITIES 100 TABLE 63 LANDSLIDE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 100 TABLE 64 LANDSLIDE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 100 7.6 EARTHQUAKE DETECTION 101 7.6.1 EARLY WARNING SYSTEM WITH IOT TO PREVENT DAMAGE DUE TO SEISMIC EVENTS 101 TABLE 65 EARTHQUAKE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 101 TABLE 66 EARTHQUAKE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 101 7.7 WEATHER MONITORING 102 7.7.1 IOT SYSTEM TO MONITOR CLIMATE CHANGE AND WEATHER CONDITIONS CONTINUOUSLY 102 TABLE 67 WEATHER MONITORING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 102 TABLE 68 WEATHER MONITORING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 102 7.8 OTHER APPLICATIONS 103 7.8.1 DUAL SENSOR TECHNOLOGY FOR STORM DETECTION 103 TABLE 69 OTHER APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 103 TABLE 70 OTHER APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 103 8 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM 104 8.1 INTRODUCTION 105 8.1.1 COMMUNICATION SYSTEMS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 105 FIGURE 34 FIRST RESPONDER TOOLS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 105 TABLE 71 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 106 TABLE 72 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 106 8.2 FIRST RESPONDER TOOLS 107 8.2.1 USAGE OF IOT, SMART DEVICES, AND AI TECHNOLOGIES FOR VICTIM DETECTION 107 TABLE 73 FIRST RESPONDER TOOLS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 107 TABLE 74 FIRST RESPONDER TOOLS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 107 8.3 SATELLITE-ASSISTED EQUIPMENT 108 8.3.1 AI AND SATELLITE MAPPING TECHNIQUES TO SPEED UP PROCESS OF DISASTER MANAGEMENT 108 TABLE 75 SATELLITE-ASSISTED EQUIPMENT: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 108 TABLE 76 SATELLITE-ASSISTED EQUIPMENT: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 108 8.4 VEHICLE-READY GATEWAYS 109 8.4.1 FAST CONNECTION BY DEPLOYING IOT SENSORS IN VEHICLE-READY GATEWAYS 109 TABLE 77 VEHICLE-READY GATEWAYS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 109 TABLE 78 VEHICLE-READY GATEWAYS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 109 8.5 EMERGENCY RESPONSE RADARS 110 8.5.1 SYNTHETIC APERTURE RADAR TO BE USEFUL FOR MAPPING AND MONITORING SEVERAL NATURAL AND MAN-MADE DISASTERS 110 TABLE 79 EMERGENCY RESPONSE RADARS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 110 TABLE 80 EMERGENCY RESPONSE RADARS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 110 9 NATURAL DISASTER DETECTION IOT MARKET, BY END USER 111 9.1 INTRODUCTION 112 9.1.1 END USERS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 112 FIGURE 35 RESCUE PERSONNEL SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 112 TABLE 81 NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 112 TABLE 82 NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 113 9.2 GOVERNMENT ORGANIZATIONS 113 9.2.1 GOVERNMENT ORGANIZATIONS TO USE IOT FOR EMERGENCY PLANNING 113 TABLE 83 GOVERNMENT ORGANIZATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 113 TABLE 84 GOVERNMENT ORGANIZATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 114 9.3 PRIVATE COMPANIES 114 9.3.1 ADOPTION OF IOT, AI, AND SENSOR TECHNOLOGY TO MONITOR DISASTERS 114 TABLE 85 PRIVATE COMPANIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 114 TABLE 86 PRIVATE COMPANIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 115 9.4 LAW ENFORCEMENT AGENCIES 115 9.4.1 USE OF AI, IOT, AND SENSORY APPLICATIONS TRANSFORMING NATURAL DISASTER DETECTION AND MANAGEMENT 115 TABLE 87 LAW ENFORCEMENT AGENCIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 115 TABLE 88 LAW ENFORCEMENT AGENCIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 116 9.5 RESCUE PERSONNEL 116 9.5.1 IOT DEVICES TO HELP IN SEARCH AND RESCUE OPERATIONS 116 TABLE 89 RESCUE PERSONNEL: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 116 TABLE 90 RESCUE PERSONNEL: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 117 10 NATURAL DISASTER DETECTION IOT MARKET, BY REGION 118 10.1 INTRODUCTION 119 TABLE 91 NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 119 TABLE 92 NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 119 10.2 NORTH AMERICA 120 10.2.1 NORTH AMERICA: PESTLE ANALYSIS 120 10.2.2 NORTH AMERICA: RECESSION IMPACT 121 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 122 TABLE 93 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 122 TABLE 94 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 123 TABLE 95 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 123 TABLE 96 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 123 TABLE 97 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 123 TABLE 98 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 124 TABLE 99 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 124 TABLE 100 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 124 TABLE 101 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 125 TABLE 102 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 125 TABLE 103 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 125 TABLE 104 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 126 TABLE 105 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 126 TABLE 106 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 126 TABLE 107 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 127 TABLE 108 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 127 10.2.3 US 127 10.2.3.1 Preparedness for natural disasters with satellite IoT 127 TABLE 109 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 128 TABLE 110 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 128 TABLE 111 US: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 128 TABLE 112 US: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 128 TABLE 113 US: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 129 TABLE 114 US: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 129 TABLE 115 US: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 129 TABLE 116 US: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 130 TABLE 117 US: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 130 TABLE 118 US: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 131 TABLE 119 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 131 TABLE 120 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 131 TABLE 121 US: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 132 TABLE 122 US: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 132 10.2.4 CANADA 132 10.2.4.1 IoT solutions to predict occurrence of new disasters 132 TABLE 123 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 133 TABLE 124 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133 TABLE 125 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 133 TABLE 126 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 133 TABLE 127 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 134 TABLE 128 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 134 TABLE 129 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 134 TABLE 130 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 135 TABLE 131 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 135 TABLE 132 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 136 TABLE 133 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 136 TABLE 134 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 136 TABLE 135 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 137 TABLE 136 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 137 10.3 EUROPE 137 10.3.1 EUROPE: PESTLE ANALYSIS 137 10.3.2 EUROPE: RECESSION IMPACT 139 TABLE 137 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 139 TABLE 138 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139 TABLE 139 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 140 TABLE 140 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 140 TABLE 141 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 140 TABLE 142 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 140 TABLE 143 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 141 TABLE 144 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 141 TABLE 145 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 141 TABLE 146 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 142 TABLE 147 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 142 TABLE 148 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 142 TABLE 149 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 143 TABLE 150 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 143 TABLE 151 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 143 TABLE 152 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 144 10.3.3 UK 144 10.3.3.1 Use of sensor technology in detection of earthquakes 144 TABLE 153 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 144 TABLE 154 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145 TABLE 155 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 145 TABLE 156 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 145 TABLE 157 UK: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 145 TABLE 158 UK: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 146 TABLE 159 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 146 TABLE 160 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 146 TABLE 161 UK: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 147 TABLE 162 UK: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 147 TABLE 163 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 147 TABLE 164 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 148 TABLE 165 UK: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 148 TABLE 166 UK: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 148 10.3.4 GERMANY 149 10.3.4.1 Increasing adoption of IoT solutions to detect natural disasters 149 10.3.5 FRANCE 149 10.3.5.1 Favorable French policy on handling major hazards 149 10.3.6 ITALY 149 10.3.6.1 Increasing use of IoT technology for wildfire detection 149 10.3.7 SPAIN 149 10.3.7.1 Increasing government funding for early detection of floods 149 10.3.8 NORDIC REGION 150 10.3.8.1 Stable welfare society helps to be least vulnerable to natural hazards 150 10.3.9 REST OF EUROPE 150 10.4 ASIA PACIFIC 150 10.4.1 ASIA PACIFIC: PESTLE ANALYSIS 150 10.4.2 ASIA PACIFIC: RECESSION IMPACT 151 FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 152 TABLE 167 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 153 TABLE 168 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 153 TABLE 169 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 153 TABLE 170 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 153 TABLE 171 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICES, 2017–2021 (USD MILLION) 154 TABLE 172 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICES, 2022–2027 (USD MILLION) 154 TABLE 173 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 154 TABLE 174 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 155 TABLE 175 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 155 TABLE 176 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 156 TABLE 177 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 156 TABLE 178 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 156 TABLE 179 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 157 TABLE 180 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 157 TABLE 181 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157 TABLE 182 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 158 10.4.3 CHINA 158 10.4.3.1 Use of seismic monitoring and early warning system for natural disaster detection 158 TABLE 183 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158 TABLE 184 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159 TABLE 185 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 159 TABLE 186 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159 TABLE 187 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 159 TABLE 188 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 160 TABLE 189 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 160 TABLE 190 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 160 TABLE 191 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 161 TABLE 192 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 161 TABLE 193 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 161 TABLE 194 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 162 TABLE 195 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 162 TABLE 196 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 162 10.4.4 INDIA 162 10.4.4.1 Focus on prevention, mitigation, and disaster preparedness 162 10.4.5 JAPAN 163 10.4.5.1 JMA monitors earthquakes and operates earthquake observation network 163 10.4.6 AUSTRALIA AND NEW ZEALAND 163 10.4.6.1 Heavy economic losses faced by Australia due to natural disasters 163 10.4.7 SOUTHEAST ASIA 163 10.4.7.1 Applications of big data for disaster management in Southeast Asia 163 10.4.8 REST OF ASIA PACIFIC 164
SummaryThe global natural disaster detection IoT market is projected to grow from USD 0.3 billion in 2022 to USD 1.7 billion by 2027 at a Compound Annual Growth Rate (CAGR) of 36.0% during the forecast period. Collecting near-real-time data by using IoT devices and sensors is driving the natural disaster detection IoT market growth. Table of Contents1 INTRODUCTION 301.1 STUDY OBJECTIVES 30 1.2 MARKET DEFINITION 30 1.3 STUDY SCOPE 31 1.3.1 MARKETS COVERED 31 FIGURE 1 NATURAL DISASTER DETECTION IOT MARKET SEGMENTATION 31 1.3.2 GEOGRAPHIC SCOPE 32 FIGURE 2 NATURAL DISASTER DETECTION IOT MARKET: GEOGRAPHIC SCOPE 32 1.3.3 INCLUSIONS AND EXCLUSIONS 32 1.3.4 YEARS CONSIDERED 33 1.4 CURRENCY CONSIDERED 33 TABLE 1 USD EXCHANGE RATES, 2019–2021 33 1.5 STAKEHOLDERS 33 2 RESEARCH METHODOLOGY 34 2.1 RESEARCH DATA 34 FIGURE 3 NATURAL DISASTER DETECTION IOT MARKET: RESEARCH DESIGN 34 2.1.1 SECONDARY DATA 35 2.1.1.1 Secondary sources 35 2.1.2 PRIMARY DATA 35 2.1.2.1 Primary interviews with experts 36 2.1.2.2 List of key primary interview participants 36 2.1.2.3 Breakdown of primary profiles 36 2.1.2.4 Primary sources 37 2.1.2.5 Key industry insights 37 2.2 MARKET SIZE ESTIMATION 38 FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE) - REVENUE OF SOLUTIONS/SERVICES 38 2.2.1 BOTTOM-UP APPROACH 38 FIGURE 5 BOTTOM-UP APPROACH 39 FIGURE 6 MARKET SIZE ESTIMATION USING BOTTOM-UP APPROACH (SUPPLY SIDE): COLLECTIVE REVENUE FROM SOLUTIONS/SERVICES 39 2.2.2 TOP-DOWN APPROACH 39 FIGURE 7 TOP-DOWN APPROACH 40 2.2.3 NATURAL DISASTER DETECTION IOT MARKET ESTIMATION: DEMAND-SIDE ANALYSIS 40 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY: DEMAND-SIDE ANALYSIS 40 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 41 FIGURE 9 DATA TRIANGULATION 41 2.4 FACTOR ANALYSIS 42 TABLE 2 FACTOR ANALYSIS 42 2.5 ASSUMPTIONS 43 2.6 LIMITATIONS 43 2.7 NATURAL DISASTER DETECTION IOT MARKET: RECESSION IMPACT 44 FIGURE 10 NATURAL DISASTER DETECTION IOT MARKET TO WITNESS DECLINE IN Y-O-Y GROWTH IN 2022 44 3 EXECUTIVE SUMMARY 45 TABLE 3 NATURAL DISASTER DETECTION IOT MARKET AND GROWTH RATE, 2017–2021 (USD MILLION, Y-O-Y %) 46 TABLE 4 NATURAL DISASTER DETECTION IOT MARKET AND GROWTH RATE, 2022–2027 (USD MILLION, Y-O-Y %) 46 FIGURE 11 SUBSEGMENTS WITH HIGHEST GROWTH RATE IN GLOBAL NATURAL DISASTER DETECTION IOT MARKET FROM 2022 TO 2027 46 FIGURE 12 NATURAL DISASTER DETECTION IOT MARKET, REGIONAL AND COUNTRY-WISE SHARE, 2022 47 4 PREMIUM INSIGHTS 48 4.1 NATURAL DISASTER DETECTION IOT MARKET OVERVIEW 48 FIGURE 13 MAJOR DEVELOPMENTS BY LEADING VENDORS TO DRIVE NATURAL DISASTER DETECTION IOT MARKET DURING FORECAST PERIOD 48 4.2 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT 48 FIGURE 14 SOLUTIONS SEGMENT TO DOMINATE MARKET BY 2027 48 4.3 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION 49 FIGURE 15 EARLY WARNING SYSTEM TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 49 4.4 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE 49 FIGURE 16 PROFESSIONAL SERVICES SEGMENT TO DOMINATE MARKET BY 2027 49 4.5 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE 50 FIGURE 17 TRAINING AND SIMULATION SEGMENT TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 50 4.6 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION 50 FIGURE 18 FLOOD DETECTION SEGMENT TO DOMINATE MARKET BY 2027 50 4.7 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM 51 FIGURE 19 FIRST RESPONDER TOOLS SEGMENT TO HOLD HIGH GROWTH RATE DURING FORECAST PERIOD 51 4.8 NATURAL DISASTER DETECTION IOT MARKET, BY END USER 51 FIGURE 20 GOVERNMENT ORGANIZATIONS SEGMENT TO DOMINATE MARKET BY 2027 51 4.9 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM AND END USER 52 FIGURE 21 SATELLITE-ASSISTED EQUIPMENT AND GOVERNMENT ORGANIZATIONS SEGMENT TO ACCOUNT FOR SIGNIFICANT MARKET SHARE IN 2022 52 5 MARKET OVERVIEW 53 5.1 INTRODUCTION 53 5.2 MARKET DYNAMICS 53 FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: NATURAL DISASTER DETECTION IOT MARKET 53 5.2.1 DRIVERS 54 5.2.1.1 Use of IoT devices and sensors to predict disasters in advance 54 5.2.1.2 Reduction in damage and economic loss with disaster warnings 54 5.2.1.3 Increasing government initiatives to use IoT in emergency planning 54 5.2.2 RESTRAINTS 54 5.2.2.1 Vulnerabilities of IoT devices 54 5.2.2.2 Inaccurate data entering AI system 54 5.2.3 OPPORTUNITIES 55 5.2.3.1 Growing adoption of satellite remote sensing and GIS for disaster risk minimization and prevention 55 5.2.3.2 Predictive analysis with AI and data analytics tools 55 5.2.4 CHALLENGES 55 5.2.4.1 Hampered communications at area of disaster 55 5.3 INDUSTRY TRENDS 55 5.3.1 VALUE CHAIN ANALYSIS 55 FIGURE 23 NATURAL DISASTER DETECTION IOT MARKET: VALUE CHAIN ANALYSIS 56 5.3.2 ECOSYSTEM ANALYSIS 57 TABLE 5 NATURAL DISASTER DETECTION IOT MARKET: ECOSYSTEM 57 5.3.3 DISRUPTIONS IMPACTING BUYERS/CLIENTS IN NATURAL DISASTER DETECTION IOT MARKET 58 FIGURE 24 NATURAL DISASTER DETECTION IOT MARKET: DISRUPTIONS IMPACTING BUYERS/CLIENTS 58 5.3.4 CASE STUDY ANALYSIS 58 5.3.4.1 Case study 1: Contra Costa County protects people from earthquakes and other calamities 58 5.3.4.2 Case study 2: NEC tests simulation technology in Rio de Janeiro that enables accurate warning of natural disasters 59 5.3.4.3 Case study 3: Early flood warning solution by Intel 59 5.3.4.4 Case study 4: IoT-enabled flood monitoring system and public safety monitoring using Semtech’s LoRa and IoT 60 5.3.4.5 Case study 5: Nokia’s drone solution for tsunami preparedness and response in Sendai City 60 5.3.4.6 Case study 6: Mississippi Emergency Management Agency (MEMA) coordinates to respond to crises 61 5.3.5 PRICING ANALYSIS 61 5.3.5.1 Average selling price, by key player 61 TABLE 6 AVERAGE SELLING PRICE OF KEY PLAYERS 61 5.3.5.2 Average selling price trend 62 5.3.6 PORTER’S FIVE FORCES ANALYSIS 62 TABLE 7 NATURAL DISASTER DETECTION IOT MARKET: PORTER’S FIVE FORCES MODEL ANALYSIS 62 5.3.6.1 Threat of new entrants 62 5.3.6.2 Threat of substitutes 62 5.3.6.3 Bargaining power of buyers 62 5.3.6.4 Bargaining power of suppliers 63 5.3.6.5 Intensity of competitive rivalry 63 5.3.7 TECHNOLOGY ANALYSIS 63 5.3.7.1 IoT 63 5.3.7.2 Artificial intelligence/machine learning 63 5.3.7.3 5G network 63 5.3.7.4 Cloud computing 64 5.3.7.5 Big data 64 5.3.8 PATENT ANALYSIS 64 5.3.8.1 Methodology 64 5.3.8.2 Document types 64 TABLE 8 PATENTS FILED, 2020–2022 64 5.3.8.3 Innovation and patent applications 64 FIGURE 25 NUMBER OF PATENTS GRANTED ANNUALLY, 2020–2022 65 5.3.8.3.1 Top applicants 65 FIGURE 26 TOP 10 PATENT APPLICANTS WITH HIGHEST NUMBER OF PATENT APPLICATIONS, 2020–2022 65 TABLE 9 LIST OF PATENTS IN NATURAL DISASTER DETECTION IOT MARKET, 2020–2022 66 5.3.9 KEY STAKEHOLDERS AND BUYING CRITERIA 67 5.3.9.1 Key stakeholders in buying process 67 FIGURE 27 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 67 TABLE 10 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 67 5.3.9.2 Buying criteria 68 FIGURE 28 KEY BUYING CRITERIA FOR TOP THREE END USERS 68 TABLE 11 KEY BUYING CRITERIA FOR TOP THREE END USERS 68 5.3.10 KEY CONFERENCES AND EVENTS IN 2022–2023 69 TABLE 12 NATURAL DISASTER DETECTION IOT MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 69 5.4 REGULATORY LANDSCAPE 70 5.4.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 70 TABLE 15 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 TABLE 16 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 71 5.4.1.1 North America 71 5.4.1.1.1 US 71 5.4.1.1.2 Canada 72 5.4.1.2 Europe 72 5.4.1.3 Asia Pacific 72 5.4.1.3.1 South Korea 72 5.4.1.3.2 China 72 5.4.1.3.3 India 72 5.4.1.4 Middle East and Africa 73 5.4.1.4.1 UAE 73 5.4.1.4.2 KSA 73 5.4.1.5 Latin America 73 5.4.1.5.1 Brazil 73 5.4.1.5.2 Mexico 73 6 NATURAL DISASTER MANAGEMENT IOT MARKET, BY COMPONENT 74 6.1 INTRODUCTION 75 6.1.1 COMPONENTS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 75 FIGURE 29 SOLUTIONS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 75 TABLE 17 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 75 TABLE 18 NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 76 6.2 HARDWARE 76 6.2.1 WIRELESS SENSOR NETWORKS TO DETECT NATURAL DISASTERS 76 TABLE 19 HARDWARE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 76 TABLE 20 HARDWARE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 77 6.3 SOLUTIONS 77 6.3.1 RISE IN ADOPTION OF NATURAL DISASTER DETECTION IOT SOLUTIONS FOR REAL-TIME DATA COLLECTION 77 TABLE 21 SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 77 TABLE 22 SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 78 FIGURE 30 EARLY WARNING SYSTEM SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 78 TABLE 23 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 78 TABLE 24 NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 79 6.3.2 BEACON 79 TABLE 25 BEACON: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 79 TABLE 26 BEACON: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 80 6.3.3 FLOATING SENSOR NETWORK 80 TABLE 27 FLOATING SENSOR NETWORK: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 80 TABLE 28 FLOATING SENSOR NETWORK: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 80 6.3.4 LIGHTNING DETECTOR SYSTEM 81 TABLE 29 LIGHTNING DETECTOR SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 81 TABLE 30 LIGHTNING DETECTOR SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 81 6.3.5 ACOUSTIC REAL-TIME MONITORING SYSTEM 82 TABLE 31 ACOUSTIC REAL-TIME MONITORING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 82 TABLE 32 ACOUSTIC REAL-TIME MONITORING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 82 6.3.6 EARLY WARNING SYSTEM 83 TABLE 33 EARLY WARNING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 83 TABLE 34 EARLY WARNING SYSTEM: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 83 6.3.7 OTHER SOLUTIONS 84 TABLE 35 OTHER SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 84 TABLE 36 OTHER SOLUTIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 84 6.4 SERVICES 85 FIGURE 31 MANAGED SERVICES TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 85 TABLE 37 SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 85 TABLE 38 SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 86 TABLE 39 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 86 TABLE 40 NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 86 6.4.1 PROFESSIONAL SERVICES 87 6.4.1.1 Professional services to minimize risk caused by natural disasters and help in integration of proper IoT devices 87 FIGURE 32 TRAINING AND SIMULATION SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 87 TABLE 41 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 87 TABLE 42 NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 88 TABLE 43 PROFESSIONAL SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 88 TABLE 44 PROFESSIONAL SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 88 6.4.1.2 Consulting 89 TABLE 45 CONSULTING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 89 TABLE 46 CONSULTING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 89 6.4.1.3 Deployment and integration 90 TABLE 47 DEPLOYMENT AND INTEGRATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 90 TABLE 48 DEPLOYMENT AND INTEGRATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 90 6.4.1.4 Support and maintenance 91 TABLE 49 SUPPORT AND MAINTENANCE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 91 TABLE 50 SUPPORT AND MAINTENANCE: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 91 6.4.1.5 Training and simulation 92 TABLE 51 TRAINING AND SIMULATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 92 TABLE 52 TRAINING AND SIMULATION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 92 6.4.2 MANAGED SERVICES 93 6.4.2.1 Streamline process of deploying devices globally 93 TABLE 53 MANAGED SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 93 TABLE 54 MANAGED SERVICES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 93 7 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION 94 7.1 INTRODUCTION 95 7.1.1 APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 95 FIGURE 33 WEATHER MONITORING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 95 TABLE 55 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 96 TABLE 56 NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 96 7.2 FLOOD DETECTION 97 7.2.1 PREVENTING FLOODS USING IOT-BASED MONITORING AND DETECTION SYSTEMS 97 TABLE 57 FLOOD DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 97 TABLE 58 FLOOD DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 97 7.3 DROUGHT DETECTION 98 7.3.1 PROVIDE DETAILED UPDATES ABOUT ENVIRONMENT-RELATED COMPONENTS USING IOT 98 TABLE 59 DROUGHT DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 98 TABLE 60 DROUGHT DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 98 7.4 WILDFIRE DETECTION 99 7.4.1 DETECTION OF WILDFIRE IN REMOTE AND UNMANAGED AREAS USING SENSORS 99 TABLE 61 WILDFIRE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 99 TABLE 62 WILDFIRE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 99 7.5 LANDSLIDE DETECTION 100 7.5.1 USAGE OF NATURAL DISASTER DETECTION IOT SOLUTIONS TO REDUCE FATALITIES 100 TABLE 63 LANDSLIDE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 100 TABLE 64 LANDSLIDE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 100 7.6 EARTHQUAKE DETECTION 101 7.6.1 EARLY WARNING SYSTEM WITH IOT TO PREVENT DAMAGE DUE TO SEISMIC EVENTS 101 TABLE 65 EARTHQUAKE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 101 TABLE 66 EARTHQUAKE DETECTION: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 101 7.7 WEATHER MONITORING 102 7.7.1 IOT SYSTEM TO MONITOR CLIMATE CHANGE AND WEATHER CONDITIONS CONTINUOUSLY 102 TABLE 67 WEATHER MONITORING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 102 TABLE 68 WEATHER MONITORING: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 102 7.8 OTHER APPLICATIONS 103 7.8.1 DUAL SENSOR TECHNOLOGY FOR STORM DETECTION 103 TABLE 69 OTHER APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 103 TABLE 70 OTHER APPLICATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 103 8 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM 104 8.1 INTRODUCTION 105 8.1.1 COMMUNICATION SYSTEMS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 105 FIGURE 34 FIRST RESPONDER TOOLS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 105 TABLE 71 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 106 TABLE 72 NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 106 8.2 FIRST RESPONDER TOOLS 107 8.2.1 USAGE OF IOT, SMART DEVICES, AND AI TECHNOLOGIES FOR VICTIM DETECTION 107 TABLE 73 FIRST RESPONDER TOOLS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 107 TABLE 74 FIRST RESPONDER TOOLS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 107 8.3 SATELLITE-ASSISTED EQUIPMENT 108 8.3.1 AI AND SATELLITE MAPPING TECHNIQUES TO SPEED UP PROCESS OF DISASTER MANAGEMENT 108 TABLE 75 SATELLITE-ASSISTED EQUIPMENT: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 108 TABLE 76 SATELLITE-ASSISTED EQUIPMENT: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 108 8.4 VEHICLE-READY GATEWAYS 109 8.4.1 FAST CONNECTION BY DEPLOYING IOT SENSORS IN VEHICLE-READY GATEWAYS 109 TABLE 77 VEHICLE-READY GATEWAYS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 109 TABLE 78 VEHICLE-READY GATEWAYS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 109 8.5 EMERGENCY RESPONSE RADARS 110 8.5.1 SYNTHETIC APERTURE RADAR TO BE USEFUL FOR MAPPING AND MONITORING SEVERAL NATURAL AND MAN-MADE DISASTERS 110 TABLE 79 EMERGENCY RESPONSE RADARS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 110 TABLE 80 EMERGENCY RESPONSE RADARS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 110 9 NATURAL DISASTER DETECTION IOT MARKET, BY END USER 111 9.1 INTRODUCTION 112 9.1.1 END USERS: NATURAL DISASTER DETECTION IOT MARKET DRIVERS 112 FIGURE 35 RESCUE PERSONNEL SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 112 TABLE 81 NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 112 TABLE 82 NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 113 9.2 GOVERNMENT ORGANIZATIONS 113 9.2.1 GOVERNMENT ORGANIZATIONS TO USE IOT FOR EMERGENCY PLANNING 113 TABLE 83 GOVERNMENT ORGANIZATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 113 TABLE 84 GOVERNMENT ORGANIZATIONS: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 114 9.3 PRIVATE COMPANIES 114 9.3.1 ADOPTION OF IOT, AI, AND SENSOR TECHNOLOGY TO MONITOR DISASTERS 114 TABLE 85 PRIVATE COMPANIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 114 TABLE 86 PRIVATE COMPANIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 115 9.4 LAW ENFORCEMENT AGENCIES 115 9.4.1 USE OF AI, IOT, AND SENSORY APPLICATIONS TRANSFORMING NATURAL DISASTER DETECTION AND MANAGEMENT 115 TABLE 87 LAW ENFORCEMENT AGENCIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 115 TABLE 88 LAW ENFORCEMENT AGENCIES: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 116 9.5 RESCUE PERSONNEL 116 9.5.1 IOT DEVICES TO HELP IN SEARCH AND RESCUE OPERATIONS 116 TABLE 89 RESCUE PERSONNEL: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 116 TABLE 90 RESCUE PERSONNEL: NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 117 10 NATURAL DISASTER DETECTION IOT MARKET, BY REGION 118 10.1 INTRODUCTION 119 TABLE 91 NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2017–2021 (USD MILLION) 119 TABLE 92 NATURAL DISASTER DETECTION IOT MARKET, BY REGION, 2022–2027 (USD MILLION) 119 10.2 NORTH AMERICA 120 10.2.1 NORTH AMERICA: PESTLE ANALYSIS 120 10.2.2 NORTH AMERICA: RECESSION IMPACT 121 FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 122 TABLE 93 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 122 TABLE 94 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 123 TABLE 95 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 123 TABLE 96 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 123 TABLE 97 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 123 TABLE 98 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 124 TABLE 99 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 124 TABLE 100 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 124 TABLE 101 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 125 TABLE 102 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 125 TABLE 103 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 125 TABLE 104 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 126 TABLE 105 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 126 TABLE 106 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 126 TABLE 107 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 127 TABLE 108 NORTH AMERICA: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 127 10.2.3 US 127 10.2.3.1 Preparedness for natural disasters with satellite IoT 127 TABLE 109 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 128 TABLE 110 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 128 TABLE 111 US: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 128 TABLE 112 US: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 128 TABLE 113 US: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 129 TABLE 114 US: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 129 TABLE 115 US: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 129 TABLE 116 US: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 130 TABLE 117 US: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 130 TABLE 118 US: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 131 TABLE 119 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 131 TABLE 120 US: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 131 TABLE 121 US: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 132 TABLE 122 US: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 132 10.2.4 CANADA 132 10.2.4.1 IoT solutions to predict occurrence of new disasters 132 TABLE 123 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 133 TABLE 124 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 133 TABLE 125 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 133 TABLE 126 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 133 TABLE 127 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 134 TABLE 128 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 134 TABLE 129 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 134 TABLE 130 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 135 TABLE 131 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 135 TABLE 132 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 136 TABLE 133 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 136 TABLE 134 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 136 TABLE 135 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 137 TABLE 136 CANADA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 137 10.3 EUROPE 137 10.3.1 EUROPE: PESTLE ANALYSIS 137 10.3.2 EUROPE: RECESSION IMPACT 139 TABLE 137 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 139 TABLE 138 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 139 TABLE 139 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 140 TABLE 140 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 140 TABLE 141 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 140 TABLE 142 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 140 TABLE 143 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 141 TABLE 144 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 141 TABLE 145 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 141 TABLE 146 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 142 TABLE 147 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 142 TABLE 148 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 142 TABLE 149 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 143 TABLE 150 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 143 TABLE 151 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 143 TABLE 152 EUROPE: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 144 10.3.3 UK 144 10.3.3.1 Use of sensor technology in detection of earthquakes 144 TABLE 153 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 144 TABLE 154 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 145 TABLE 155 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 145 TABLE 156 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 145 TABLE 157 UK: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 145 TABLE 158 UK: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 146 TABLE 159 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 146 TABLE 160 UK: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 146 TABLE 161 UK: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 147 TABLE 162 UK: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 147 TABLE 163 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 147 TABLE 164 UK: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 148 TABLE 165 UK: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 148 TABLE 166 UK: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 148 10.3.4 GERMANY 149 10.3.4.1 Increasing adoption of IoT solutions to detect natural disasters 149 10.3.5 FRANCE 149 10.3.5.1 Favorable French policy on handling major hazards 149 10.3.6 ITALY 149 10.3.6.1 Increasing use of IoT technology for wildfire detection 149 10.3.7 SPAIN 149 10.3.7.1 Increasing government funding for early detection of floods 149 10.3.8 NORDIC REGION 150 10.3.8.1 Stable welfare society helps to be least vulnerable to natural hazards 150 10.3.9 REST OF EUROPE 150 10.4 ASIA PACIFIC 150 10.4.1 ASIA PACIFIC: PESTLE ANALYSIS 150 10.4.2 ASIA PACIFIC: RECESSION IMPACT 151 FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 152 TABLE 167 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 153 TABLE 168 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 153 TABLE 169 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 153 TABLE 170 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 153 TABLE 171 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICES, 2017–2021 (USD MILLION) 154 TABLE 172 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICES, 2022–2027 (USD MILLION) 154 TABLE 173 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 154 TABLE 174 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 155 TABLE 175 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 155 TABLE 176 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 156 TABLE 177 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 156 TABLE 178 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 156 TABLE 179 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 157 TABLE 180 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 157 TABLE 181 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2017–2021 (USD MILLION) 157 TABLE 182 ASIA PACIFIC: NATURAL DISASTER DETECTION IOT MARKET, BY COUNTRY, 2022–2027 (USD MILLION) 158 10.4.3 CHINA 158 10.4.3.1 Use of seismic monitoring and early warning system for natural disaster detection 158 TABLE 183 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2017–2021 (USD MILLION) 158 TABLE 184 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMPONENT, 2022–2027 (USD MILLION) 159 TABLE 185 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2017–2021 (USD MILLION) 159 TABLE 186 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SERVICE, 2022–2027 (USD MILLION) 159 TABLE 187 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2017–2021 (USD MILLION) 159 TABLE 188 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY PROFESSIONAL SERVICE, 2022–2027 (USD MILLION) 160 TABLE 189 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2017–2021 (USD MILLION) 160 TABLE 190 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY SOLUTION, 2022–2027 (USD MILLION) 160 TABLE 191 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2017–2021 (USD MILLION) 161 TABLE 192 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY APPLICATION, 2022–2027 (USD MILLION) 161 TABLE 193 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2017–2021 (USD MILLION) 161 TABLE 194 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY COMMUNICATION SYSTEM, 2022–2027 (USD MILLION) 162 TABLE 195 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2017–2021 (USD MILLION) 162 TABLE 196 CHINA: NATURAL DISASTER DETECTION IOT MARKET, BY END USER, 2022–2027 (USD MILLION) 162 10.4.4 INDIA 162 10.4.4.1 Focus on prevention, mitigation, and disaster preparedness 162 10.4.5 JAPAN 163 10.4.5.1 JMA monitors earthquakes and operates earthquake observation network 163 10.4.6 AUSTRALIA AND NEW ZEALAND 163 10.4.6.1 Heavy economic losses faced by Australia due to natural disasters 163 10.4.7 SOUTHEAST ASIA 163 10.4.7.1 Applications of big data for disaster management in Southeast Asia 163 10.4.8 REST OF ASIA PACIFIC 164
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