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Smart Aquaculture - Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030
Published Date: October 2024
|
Report Code: QYRE-Auto-2V6183
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Global Smart Aquaculture Market Insights Forecast to 2028
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Smart Aquaculture - Global Market Share and Ranking, Overall Sales and Demand Forecast 2024-2030

Code: QYRE-Auto-2V6183
Report
October 2024
Pages:89
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Smart Aquaculture - Market Size

The global market for Smart Aquaculture was estimated to be worth US$ 4011 million in 2023 and is forecast to a readjusted size of US$ 6635.3 million by 2030 with a CAGR of 7.3% during the forecast period 2024-2030

Smart Aquaculture - Market

Smart Aquaculture - Market

Smart agriculture, allows farmers to maximize yields using minimal resources such as water, fertilizer, and seeds. By deploying sensors and mapping fields, farmers can begin to understand their crops at a micro scale, conserve resources, and reduce impacts on the environment. Smart agriculture has roots going back to the 1980s when Global Positioning System (GPS) capability became accessible for civilian use. Once farmers were able to accurately map their crop fields, they could monitor and apply fertilizer and weed treatments only to areas that required it. During the 1990s, early precision agriculture users adopted crop yield monitoring to generate fertilizer and pH correction recommendations. As more variables could be measured and entered into a crop model, more accurate recommendations for fertilizer application, watering, and even peak yield harvesting, could be made. A number of sensing technologies are used in precision agriculture, providing data that helps farmers monitor and optimize crops, as well as adapt to changing environmental factors. This report mainly covers the Smart agriculture senor and robot and other device. software and other service solution is not covered.
According to data from the Food and Agriculture Organization of the United Nations (FAO), the global aquatic product farming volume has shown an increasing trend from 1959 to 2021. According to preliminary statistics, the global aquatic product farming volume in 2021 was about 128 million tons. The State of World Fisheries and Aquaculture 2022 shows that total global aquaculture initial sales in 2020 was approximately US$265 billion, with farm sales estimated to total US$281.5 billion. Of the total aquaculture production, 87.5 million tons were produced of aquatic animals, mainly for human consumption; 35.1 million tons of algae, including food and non-food uses; 700 tons of shellfish and decorative pearls. Asian countries account for 70% of the global aquatic animal production in fisheries and aquaculture, followed by the Americas, Europe, Africa and Oceania.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Smart Aquaculture, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Smart Aquaculture by region & country, by Type, and by Application.
The Smart Aquaculture market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Smart Aquaculture.
Market Segmentation

Scope of Smart Aquaculture - Market Report

Report Metric Details
Report Name Smart Aquaculture - Market
Forecasted market size in 2030 US$ 6635.3 million
CAGR 7.3%
Forecasted years 2024 - 2030
Segment by Type:
Segment by Application
  • Marine-based Aquaculture
  • Land-based Aquaculture
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company AKVA, InnovaSea, Deep Trekker, Eruvaka, Steinsvik, Aquabyte
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
  • Chapter 2: Detailed analysis of Smart Aquaculture manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 4: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 5: Revenue of Smart Aquaculture in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.
  • Chapter 6: Revenue of Smart Aquaculture in country level. It provides sigmate data by Type, and by Application for each country/region.
  • Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.
  • Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
  • Chapter 9: Conclusion.

FAQ for this report

What is the Smart Aquaculture - Market size in 2030?

Ans: The Smart Aquaculture - Market size in 2030 will be US$ 6635.3 million.

Who are the main players in the Smart Aquaculture - Market report?

Ans: The main players in the Smart Aquaculture - Market are AKVA, InnovaSea, Deep Trekker, Eruvaka, Steinsvik, Aquabyte

What are the Application segmentation covered in the Smart Aquaculture - Market report?

Ans: The Applications covered in the Smart Aquaculture - Market report are Marine-based Aquaculture, Land-based Aquaculture

What are the Type segmentation covered in the Smart Aquaculture - Market report?

Ans: The Types covered in the Smart Aquaculture - Market report are Smart Feeding Systems, Monitoring & Control Systems, Others

Recommended Reports

Smart Aquaculture Tech

Smart Agriculture Solutions

Sustainable Fish Farming

1 Market Overview
1.1 Smart Aquaculture Product Introduction
1.2 Global Smart Aquaculture Market Size Forecast
1.3 Smart Aquaculture Market Trends & Drivers
1.3.1 Smart Aquaculture Industry Trends
1.3.2 Smart Aquaculture Market Drivers & Opportunity
1.3.3 Smart Aquaculture Market Challenges
1.3.4 Smart Aquaculture Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Smart Aquaculture Players Revenue Ranking (2023)
2.2 Global Smart Aquaculture Revenue by Company (2019-2024)
2.3 Key Companies Smart Aquaculture Manufacturing Base Distribution and Headquarters
2.4 Key Companies Smart Aquaculture Product Offered
2.5 Key Companies Time to Begin Mass Production of Smart Aquaculture
2.6 Smart Aquaculture Market Competitive Analysis
2.6.1 Smart Aquaculture Market Concentration Rate (2019-2024)
2.6.2 Global 5 and 10 Largest Companies by Smart Aquaculture Revenue in 2023
2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Smart Aquaculture as of 2023)
2.7 Mergers & Acquisitions, Expansion
3 Segmentation by Type
3.1 Introduction by Type
3.1.1 Smart Feeding Systems
3.1.2 Monitoring & Control Systems
3.1.3 Others
3.2 Global Smart Aquaculture Sales Value by Type
3.2.1 Global Smart Aquaculture Sales Value by Type (2019 VS 2023 VS 2030)
3.2.2 Global Smart Aquaculture Sales Value, by Type (2019-2030)
3.2.3 Global Smart Aquaculture Sales Value, by Type (%) (2019-2030)
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 Marine-based Aquaculture
4.1.2 Land-based Aquaculture
4.2 Global Smart Aquaculture Sales Value by Application
4.2.1 Global Smart Aquaculture Sales Value by Application (2019 VS 2023 VS 2030)
4.2.2 Global Smart Aquaculture Sales Value, by Application (2019-2030)
4.2.3 Global Smart Aquaculture Sales Value, by Application (%) (2019-2030)
5 Segmentation by Region
5.1 Global Smart Aquaculture Sales Value by Region
5.1.1 Global Smart Aquaculture Sales Value by Region: 2019 VS 2023 VS 2030
5.1.2 Global Smart Aquaculture Sales Value by Region (2019-2024)
5.1.3 Global Smart Aquaculture Sales Value by Region (2025-2030)
5.1.4 Global Smart Aquaculture Sales Value by Region (%), (2019-2030)
5.2 North America
5.2.1 North America Smart Aquaculture Sales Value, 2019-2030
5.2.2 North America Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
5.3 Europe
5.3.1 Europe Smart Aquaculture Sales Value, 2019-2030
5.3.2 Europe Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
5.4 Asia Pacific
5.4.1 Asia Pacific Smart Aquaculture Sales Value, 2019-2030
5.4.2 Asia Pacific Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
5.5 South America
5.5.1 South America Smart Aquaculture Sales Value, 2019-2030
5.5.2 South America Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
5.6 Middle East & Africa
5.6.1 Middle East & Africa Smart Aquaculture Sales Value, 2019-2030
5.6.2 Middle East & Africa Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Smart Aquaculture Sales Value Growth Trends, 2019 VS 2023 VS 2030
6.2 Key Countries/Regions Smart Aquaculture Sales Value
6.3 United States
6.3.1 United States Smart Aquaculture Sales Value, 2019-2030
6.3.2 United States Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.3.3 United States Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.4 Europe
6.4.1 Europe Smart Aquaculture Sales Value, 2019-2030
6.4.2 Europe Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.4.3 Europe Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.5 China
6.5.1 China Smart Aquaculture Sales Value, 2019-2030
6.5.2 China Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.5.3 China Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.6 Japan
6.6.1 Japan Smart Aquaculture Sales Value, 2019-2030
6.6.2 Japan Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.6.3 Japan Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.7 South Korea
6.7.1 South Korea Smart Aquaculture Sales Value, 2019-2030
6.7.2 South Korea Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.7.3 South Korea Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.8 Southeast Asia
6.8.1 Southeast Asia Smart Aquaculture Sales Value, 2019-2030
6.8.2 Southeast Asia Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.8.3 Southeast Asia Smart Aquaculture Sales Value by Application, 2023 VS 2030
6.9 India
6.9.1 India Smart Aquaculture Sales Value, 2019-2030
6.9.2 India Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
6.9.3 India Smart Aquaculture Sales Value by Application, 2023 VS 2030
7 Company Profiles
7.1 AKVA
7.1.1 AKVA Profile
7.1.2 AKVA Main Business
7.1.3 AKVA Smart Aquaculture Products, Services and Solutions
7.1.4 AKVA Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.1.5 AKVA Recent Developments
7.2 InnovaSea
7.2.1 InnovaSea Profile
7.2.2 InnovaSea Main Business
7.2.3 InnovaSea Smart Aquaculture Products, Services and Solutions
7.2.4 InnovaSea Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.2.5 InnovaSea Recent Developments
7.3 Deep Trekker
7.3.1 Deep Trekker Profile
7.3.2 Deep Trekker Main Business
7.3.3 Deep Trekker Smart Aquaculture Products, Services and Solutions
7.3.4 Deep Trekker Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.3.5 Eruvaka Recent Developments
7.4 Eruvaka
7.4.1 Eruvaka Profile
7.4.2 Eruvaka Main Business
7.4.3 Eruvaka Smart Aquaculture Products, Services and Solutions
7.4.4 Eruvaka Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.4.5 Eruvaka Recent Developments
7.5 Steinsvik
7.5.1 Steinsvik Profile
7.5.2 Steinsvik Main Business
7.5.3 Steinsvik Smart Aquaculture Products, Services and Solutions
7.5.4 Steinsvik Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.5.5 Steinsvik Recent Developments
7.6 Aquabyte
7.6.1 Aquabyte Profile
7.6.2 Aquabyte Main Business
7.6.3 Aquabyte Smart Aquaculture Products, Services and Solutions
7.6.4 Aquabyte Smart Aquaculture Revenue (US$ Million) & (2019-2024)
7.6.5 Aquabyte Recent Developments
8 Industry Chain Analysis
8.1 Smart Aquaculture Industrial Chain
8.2 Smart Aquaculture Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.2.3 Manufacturing Cost Structure
8.3 Midstream Analysis
8.4 Downstream Analysis (Customers Analysis)
8.5 Sales Model and Sales Channels
8.5.1 Smart Aquaculture Sales Model
8.5.2 Sales Channel
8.5.3 Smart Aquaculture Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.2 Data Source
10.2 Author Details
10.3 Disclaimer
List of Tables
    Table 1. Smart Aquaculture Market Trends
    Table 2. Smart Aquaculture Market Drivers & Opportunity
    Table 3. Smart Aquaculture Market Challenges
    Table 4. Smart Aquaculture Market Restraints
    Table 5. Global Smart Aquaculture Revenue by Company (2019-2024) & (US$ Million)
    Table 6. Global Smart Aquaculture Revenue Market Share by Company (2019-2024)
    Table 7. Key Companies Smart Aquaculture Manufacturing Base Distribution and Headquarters
    Table 8. Key Companies Smart Aquaculture Product Type
    Table 9. Key Companies Time to Begin Mass Production of Smart Aquaculture
    Table 10. Global Smart Aquaculture Companies Market Concentration Ratio (CR5 and HHI)
    Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Smart Aquaculture as of 2023)
    Table 12. Mergers & Acquisitions, Expansion Plans
    Table 13. Global Smart Aquaculture Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)
    Table 14. Global Smart Aquaculture Sales Value by Type (2019-2024) & (US$ Million)
    Table 15. Global Smart Aquaculture Sales Value by Type (2025-2030) & (US$ Million)
    Table 16. Global Smart Aquaculture Sales Market Share in Value by Type (2019-2024) & (%)
    Table 17. Global Smart Aquaculture Sales Market Share in Value by Type (2025-2030) & (%)
    Table 18. Global Smart Aquaculture Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)
    Table 19. Global Smart Aquaculture Sales Value by Application (2019-2024) & (US$ Million)
    Table 20. Global Smart Aquaculture Sales Value by Application (2025-2030) & (US$ Million)
    Table 21. Global Smart Aquaculture Sales Market Share in Value by Application (2019-2024) & (%)
    Table 22. Global Smart Aquaculture Sales Market Share in Value by Application (2025-2030) & (%)
    Table 23. Global Smart Aquaculture Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)
    Table 24. Global Smart Aquaculture Sales Value by Region (2019-2024) & (US$ Million)
    Table 25. Global Smart Aquaculture Sales Value by Region (2025-2030) & (US$ Million)
    Table 26. Global Smart Aquaculture Sales Value by Region (2019-2024) & (%)
    Table 27. Global Smart Aquaculture Sales Value by Region (2025-2030) & (%)
    Table 28. Key Countries/Regions Smart Aquaculture Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030
    Table 29. Key Countries/Regions Smart Aquaculture Sales Value, (2019-2024) & (US$ Million)
    Table 30. Key Countries/Regions Smart Aquaculture Sales Value, (2025-2030) & (US$ Million)
    Table 31. AKVA Basic Information List
    Table 32. AKVA Description and Business Overview
    Table 33. AKVA Smart Aquaculture Products, Services and Solutions
    Table 34. Revenue (US$ Million) in Smart Aquaculture Business of AKVA (2019-2024)
    Table 35. AKVA Recent Developments
    Table 36. InnovaSea Basic Information List
    Table 37. InnovaSea Description and Business Overview
    Table 38. InnovaSea Smart Aquaculture Products, Services and Solutions
    Table 39. Revenue (US$ Million) in Smart Aquaculture Business of InnovaSea (2019-2024)
    Table 40. InnovaSea Recent Developments
    Table 41. Deep Trekker Basic Information List
    Table 42. Deep Trekker Description and Business Overview
    Table 43. Deep Trekker Smart Aquaculture Products, Services and Solutions
    Table 44. Revenue (US$ Million) in Smart Aquaculture Business of Deep Trekker (2019-2024)
    Table 45. Deep Trekker Recent Developments
    Table 46. Eruvaka Basic Information List
    Table 47. Eruvaka Description and Business Overview
    Table 48. Eruvaka Smart Aquaculture Products, Services and Solutions
    Table 49. Revenue (US$ Million) in Smart Aquaculture Business of Eruvaka (2019-2024)
    Table 50. Eruvaka Recent Developments
    Table 51. Steinsvik Basic Information List
    Table 52. Steinsvik Description and Business Overview
    Table 53. Steinsvik Smart Aquaculture Products, Services and Solutions
    Table 54. Revenue (US$ Million) in Smart Aquaculture Business of Steinsvik (2019-2024)
    Table 55. Steinsvik Recent Developments
    Table 56. Aquabyte Basic Information List
    Table 57. Aquabyte Description and Business Overview
    Table 58. Aquabyte Smart Aquaculture Products, Services and Solutions
    Table 59. Revenue (US$ Million) in Smart Aquaculture Business of Aquabyte (2019-2024)
    Table 60. Aquabyte Recent Developments
    Table 61. Key Raw Materials Lists
    Table 62. Raw Materials Key Suppliers Lists
    Table 63. Smart Aquaculture Downstream Customers
    Table 64. Smart Aquaculture Distributors List
    Table 65. Research Programs/Design for This Report
    Table 66. Key Data Information from Secondary Sources
    Table 67. Key Data Information from Primary Sources
    Table 68. Business Unit and Senior & Team Lead Analysts
List of Figures
    Figure 1. Smart Aquaculture Product Picture
    Figure 2. Global Smart Aquaculture Sales Value, 2019 VS 2023 VS 2030 (US$ Million)
    Figure 3. Global Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 4. Smart Aquaculture Report Years Considered
    Figure 5. Global Smart Aquaculture Players Revenue Ranking (2023) & (US$ Million)
    Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Smart Aquaculture Revenue in 2023
    Figure 7. Smart Aquaculture Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
    Figure 8. Smart Feeding Systems Picture
    Figure 9. Monitoring & Control Systems Picture
    Figure 10. Others Picture
    Figure 11. Global Smart Aquaculture Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)
    Figure 12. Global Smart Aquaculture Sales Value Market Share by Type, 2023 & 2030
    Figure 13. Product Picture of Marine-based Aquaculture
    Figure 14. Product Picture of Land-based Aquaculture
    Figure 15. Global Smart Aquaculture Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)
    Figure 16. Global Smart Aquaculture Sales Value Market Share by Application, 2023 & 2030
    Figure 17. North America Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 18. North America Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
    Figure 19. Europe Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 20. Europe Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
    Figure 21. Asia Pacific Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 22. Asia Pacific Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
    Figure 23. South America Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 24. South America Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
    Figure 25. Middle East & Africa Smart Aquaculture Sales Value (2019-2030) & (US$ Million)
    Figure 26. Middle East & Africa Smart Aquaculture Sales Value by Country (%), 2023 VS 2030
    Figure 27. Key Countries/Regions Smart Aquaculture Sales Value (%), (2019-2030)
    Figure 28. United States Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 29. United States Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 30. United States Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 31. Europe Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 32. Europe Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 33. Europe Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 34. China Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 35. China Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 36. China Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 37. Japan Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 38. Japan Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 39. Japan Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 40. South Korea Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 41. South Korea Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 42. South Korea Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 43. Southeast Asia Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 44. Southeast Asia Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 45. Southeast Asia Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 46. India Smart Aquaculture Sales Value, (2019-2030) & (US$ Million)
    Figure 47. India Smart Aquaculture Sales Value by Type (%), 2023 VS 2030
    Figure 48. India Smart Aquaculture Sales Value by Application (%), 2023 VS 2030
    Figure 49. Smart Aquaculture Industrial Chain
    Figure 50. Smart Aquaculture Manufacturing Cost Structure
    Figure 51. Channels of Distribution (Direct Sales, and Distribution)
    Figure 52. Bottom-up and Top-down Approaches for This Report
    Figure 53. Data Triangulation
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