100+ datasets found
  1. R

    Harvesting Dataset

    • universe.roboflow.com
    zip
    Updated Jun 14, 2023
    + more versions
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    fruit (2023). Harvesting Dataset [Dataset]. https://universe.roboflow.com/fruit-mtdup/harvesting-pjha2
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    zipAvailable download formats
    Dataset updated
    Jun 14, 2023
    Dataset authored and provided by
    fruit
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Tomato Bounding Boxes
    Description

    Harvesting

    ## Overview
    
    Harvesting is a dataset for object detection tasks - it contains Tomato annotations for 821 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  2. i

    Date Fruit Dataset for Automated Harvesting and Visual Yield Estimation

    • ieee-dataport.org
    Updated Oct 23, 2019
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    Hamdi Altaheri (2019). Date Fruit Dataset for Automated Harvesting and Visual Yield Estimation [Dataset]. https://ieee-dataport.org/open-access/date-fruit-dataset-automated-harvesting-and-visual-yield-estimation
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    Dataset updated
    Oct 23, 2019
    Authors
    Hamdi Altaheri
    Description

    Barhi

  3. t

    Rainwater Harvesting Systems Global Market Report 2025

    • thebusinessresearchcompany.com
    pdf,excel,csv,ppt
    Updated Jan 8, 2025
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    The Business Research Company (2025). Rainwater Harvesting Systems Global Market Report 2025 [Dataset]. https://www.thebusinessresearchcompany.com/report/rainwater-harvesting-systems-global-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 8, 2025
    Dataset authored and provided by
    The Business Research Company
    License

    https://www.thebusinessresearchcompany.com/privacy-policyhttps://www.thebusinessresearchcompany.com/privacy-policy

    Description

    Global Rainwater Harvesting Systems market size is expected to reach $2.7 billion by 2029 at 6.5%, segmented as by roof rainwater collection, gutter systems, downspouts, storage tanks, filtration systems

  4. Rainwater Harvesting Systems Market Analysis, Size, and Forecast 2025-2029:...

    • technavio.com
    Updated May 30, 2025
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    Technavio (2025). Rainwater Harvesting Systems Market Analysis, Size, and Forecast 2025-2029: North America (US and Canada), Europe (France, Germany, and UK), APAC (Australia, China, India, and Japan), South America (Brazil), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/rainwater-harvesting-systems-market-industry-analysis
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    Dataset updated
    May 30, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Rainwater Harvesting Systems Market Size 2025-2029

    The rainwater harvesting systems market size is forecast to increase by USD 1.04 billion, at a CAGR of 10% between 2024 and 2029.

    The market is driven by the global increase in water consumption, which has led to a growing demand for sustainable water management solutions. Another key trend is the emergence of smart cities and green buildings, where rainwater harvesting systems are integrated into infrastructure to reduce reliance on municipal water supplies and promote eco-friendly construction. However, uneven distribution of rainfall and lack of awareness about the benefits of rainwater harvesting pose significant challenges to market growth.
    By focusing on innovation, sustainability, and customer education, businesses can differentiate themselves and successfully navigate the dynamic market landscape. Effective marketing strategies and educational initiatives are essential to increase awareness and overcome these obstacles, allowing companies to capitalize on the opportunities presented by this expanding market. Rainwater harvesting systems come in various forms, such as rain barrel systems and dry systems, and are constructed using materials like plastic, fiberglass, concrete, stainless steel, and galvanized steel.
    

    What will be the Size of the Rainwater Harvesting Systems Market during the forecast period?

    Request Free Sample

    The water harvesting market encompasses a range of technologies and services aimed at collecting, managing, and distributing rainwater for various uses. Water harvesting innovation continues to drive growth in this sector, with water reuse technologies and advanced water treatment solutions gaining traction. Integrated water management systems, which combine rainwater collection, data analytics, and water distribution, are increasingly popular. Government incentives and public awareness campaigns are fostering the adoption of water harvesting services and water conservation strategies. Resilient water systems, including smart water systems and water-sensitive urban design, are essential components of climate change adaptation. Rainwater tank sizing and maintenance are crucial aspects of effective water storage.
    Water resource management and water quality monitoring are integral to the successful implementation of water harvesting systems. Water conservation technologies, such as water harvesting software and consulting services, are essential for businesses seeking to reduce water usage and costs. Water scarcity solutions, including rainwater collection and green infrastructure, are vital for ensuring long-term water security. The availability of land space is a crucial factor in the implementation of these systems, with larger companies and newer entrants investing in rainwater harvesters and recharge structures like recharge pits, recharge trenches, dug wells, catchments, coarse mesh, conduits, first flushing devices, sand filters, charcoal, salt water filters.
    

    How is this Rainwater Harvesting Systems Industry segmented?

    The rainwater harvesting systems industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    End-user
    
      Non-residential
      Residential
    
    
    Application
    
      Surface-based
      Rooftop-based
    
    
    Component
    
      Storage tanks
      Filters and purification systems
      Distribution systems
    
    
    Geography
    
      North America
    
        US
        Canada
    
    
      Europe
    
        France
        Germany
        UK
    
    
      APAC
    
        Australia
        China
        India
        Japan
    
    
      South America
    
        Brazil
    
    
      Rest of World (ROW)
    

    By End-user Insights

    The non-residential segment is estimated to witness significant growth during the forecast period. The market is experiencing significant growth due to increasing water conservation efforts and the need for sustainable water management. Green building design is a key driver, with many architects and builders incorporating rainwater harvesting systems into new constructions to reduce reliance on municipal water supplies and decrease water consumption. Rainwater harvesting kits are gaining popularity for their ease of installation and affordability. Water quality analysis is crucial for ensuring the safety and suitability of harvested rainwater for various uses, including domestic water supply and irrigation systems. Permitting procedures vary by location, requiring adherence to regulatory compliance and water harvesting regulations.

    Gravity-fed systems are commonly used for rainwater harvesting due to their simplicity and cost-effectiveness. Total dissolved solids (TDS) levels must be monitored and controlled to maintain water quality. Cleaning and disinfection methods are essential for preventing bacterial growth and ensuring the water is safe for use.

  5. Harvesting Robot Market Size, Share & Trends

    • astuteanalytica.com
    Updated Nov 7, 2024
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    Astute Analytica (2024). Harvesting Robot Market Size, Share & Trends [Dataset]. https://www.astuteanalytica.com/industry-report/harvesting-robot-market
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    Dataset updated
    Nov 7, 2024
    Dataset authored and provided by
    Astute Analytica
    License

    https://www.astuteanalytica.com/privacy-policyhttps://www.astuteanalytica.com/privacy-policy

    Area covered
    Worldwide
    Description

    Harvesting Robot Market is projected to reach US$ 4,815.3 million by 2032, growing at a CAGR of 21.2% during the forecast period 2024-2032.

  6. The global rainwater harvesting systems market size will be USD 843.2...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
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    Cognitive Market Research, The global rainwater harvesting systems market size will be USD 843.2 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/rainwater-harvesting-systems-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global rainwater harvesting systems market size will be USD 843.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 6.80% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 337.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.0% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 252.96 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 193.94 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.8% from 2024 to 2031.
    Latin America had a market share of more than 5% of the global revenue with a market size of USD 42.16 million in 2024 and will grow at a compound annual growth rate (CAGR) of 6.2% from 2024 to 2031.
    Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 16.86 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.3% from 2024 to 2031.
    The under-ground harvesting is the fastest growing segment of the rainwater harvesting systems industry
    

    Market Dynamics of Rainwater harvesting systems Market

    Key Drivers for Rainwater harvesting systems Market

    Growing Concerns over Water Shortages to Drive Market Growth

    Growing concerns over water shortages are significantly driving the market for rainwater harvesting systems. As global populations expand and climate change impacts water availability, traditional water sources are becoming increasingly strained. Frequent droughts and unpredictable rainfall patterns exacerbate these issues, highlighting the need for alternative water solutions. Rainwater harvesting systems offer a sustainable way to capture and store rainwater, reducing reliance on municipal supplies and mitigating the effects of water scarcity. This growing awareness and urgency surrounding water conservation are prompting both residential and commercial sectors to invest in these systems. By addressing the challenges posed by water shortages, rainwater harvesting systems not only contribute to resource sustainability but also provide a practical solution for ensuring a reliable and independent water supply.

    Increasing Urban Development and Space Constraints to Boost Market Growth

    Increasing urban development and space constraints are significantly boosting the market for rainwater harvesting systems. As cities expand and land becomes scarcer, traditional water sources are often overburdened, making sustainable water solutions essential. Rainwater harvesting systems provide an efficient way to utilize limited space by integrating seamlessly into urban environments, including rooftops and green roofs. Their compact design and ability to blend with existing infrastructure make them ideal for urban settings where space is at a premium. Additionally, these systems offer a practical solution for managing storm water runoff, reducing strain on municipal systems. The growing demand for smart, space-efficient solutions in densely populated areas drives the adoption of rainwater harvesting, making it a key component of sustainable urban development strategies.

    Restraint Factor for the Rainwater harvesting systems Market

    Limited Space for Installation Limit Market Growth

    Limited space for installation poses a significant challenge to the growth of the rainwater harvesting systems market. In densely populated urban areas, where available space is at a premium, integrating large-scale rainwater harvesting systems can be difficult. Rooftop installations, while common, are constrained by the size and design of buildings, and underground systems require substantial excavation and can be costly. Additionally, in multi-story buildings or high-density residential complexes, allocating space for these systems can be problematic. This limitation often restricts the adoption of rainwater harvesting systems, particularly in areas with high population density and limited property space. Overcoming these space constraints requires innovative design solutions and adaptations to ensure that rainwater harvesting can be effectively implemented in diverse urban environments.

    Unawareness of rainwater harvesting is one of the major issues that inhibit the market growth.
    

    Given the ris...

  7. d

    Contrasting demographic responses to size-selective harvesting among...

    • datadryad.org
    zip
    Updated Apr 24, 2023
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    Jean-Michel Matte; Dylan Glaser; John Post; Dylan Fraser (2023). Contrasting demographic responses to size-selective harvesting among neighboring wild fish populations [Dataset]. http://doi.org/10.5061/dryad.ngf1vhj02
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    zipAvailable download formats
    Dataset updated
    Apr 24, 2023
    Dataset provided by
    Dryad
    Authors
    Jean-Michel Matte; Dylan Glaser; John Post; Dylan Fraser
    Time period covered
    2023
    Description

    Sustainable harvesting of wild populations relies on evidence-based knowledge to predict harvesting outcomes for species and the ecosystems they inhabit. Although harvesting may elicit compensatory density-dependence, it is generally size-selective, which induces additional pressures that are challenging to forecast. Furthermore, responses to harvest may be population-specific and whether generalizable patterns exist remains unclear. Taking advantage of Parks Canada’s mandate to remove introduced brook trout (Salvelinus fontinalis) to restore alpine lakes in Canadian parks, we experimentally applied standardized size-selective harvesting rates (the largest ~64% annually) for three consecutive summers in five populations with different initial size structures. Four unharvested populations were used as controls. At reduced densities, harvested and control populations exhibited similar density-dependent increases in specific growth, juvenile survival, and earlier maturation....

  8. Rainwater Harvesting System Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Rainwater Harvesting System Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-rainwater-harvesting-system-market
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    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Rainwater Harvesting System Market Outlook



    In 2023, the global rainwater harvesting system market size was valued at approximately USD 1.4 billion. With a projected compound annual growth rate (CAGR) of 6.4%, the market is expected to reach around USD 2.5 billion by 2032. The primary growth drivers include increasing water scarcity, rising awareness of sustainable water management practices, and government incentives promoting rainwater harvesting.



    The rainwater harvesting market is experiencing significant growth owing to the increasing water scarcity across the globe. Many regions are facing extreme water stress, pushing governments and organizations towards sustainable water management solutions. Rainwater harvesting systems offer a viable alternative to traditional water supply systems by capturing and storing rainwater for various uses, thus reducing dependence on groundwater and municipal water supply. Furthermore, the growing awareness among the general populace about the benefits of rainwater harvesting has contributed to the rising adoption of these systems in residential, commercial, and industrial sectors.



    Government initiatives and policies play a crucial role in promoting the adoption of rainwater harvesting systems. Various governments worldwide are offering incentives, subsidies, and tax benefits to encourage the installation of these systems. For example, in India, several states have made rainwater harvesting mandatory for certain types of buildings. Similarly, countries like Australia and the United States have introduced various programs to educate and support communities and businesses in implementing rainwater harvesting systems. These initiatives are likely to drive market growth substantially in the forthcoming years.



    The advancement in technology has also been a significant growth factor for the rainwater harvesting system market. Modern rainwater harvesting systems are equipped with advanced filtration units, pumps, and monitoring systems that enhance their efficiency and reliability. Smart rainwater harvesting systems that can be integrated with IoT devices allow real-time monitoring and management, making them more user-friendly and efficient. These technological advancements are expected to attract a broader range of end-users, thereby propelling market growth.



    Regionally, the Asia-Pacific region is expected to witness the highest growth in the rainwater harvesting system market. Countries like India, China, and Australia are at the forefront of adopting rainwater harvesting solutions due to severe water scarcity issues and supportive government policies. North America and Europe are also significant markets due to high awareness levels and stringent environmental regulations aimed at promoting sustainable water practices. Latin America and the Middle East & Africa are emerging markets with increasing awareness and government initiatives supporting rainwater harvesting systems.



    Water Storage Systems are integral to the effectiveness of rainwater harvesting solutions. These systems are designed to store collected rainwater efficiently, ensuring that it can be used during periods of low rainfall or drought. The choice of water storage system can significantly impact the overall performance of a rainwater harvesting setup. Modern storage systems are equipped with features that prevent contamination and evaporation, thereby maintaining water quality. These systems are available in various sizes and materials, catering to different needs and environments. As water scarcity becomes a more pressing issue globally, the demand for advanced water storage systems is expected to rise, supporting the growth of the rainwater harvesting market.



    Component Analysis



    The rainwater harvesting system market is segmented by components into storage tanks, filters, pumps, pipes, and others. Storage tanks are a critical component of rainwater harvesting systems as they store the collected rainwater for future use. These tanks come in various sizes and materials, such as plastic, concrete, and metal, to suit different requirements. The demand for storage tanks is expected to grow significantly due to the increasing need for sustainable water storage solutions in residential, commercial, and industrial sectors.



    Filters are another essential component that ensures the collected rainwater is clean and free from debris and contaminants. Advanced filtration systems, including first flush diverter

  9. Life Cycle Assessment of a Rainwater Harvesting System Compared with AC...

    • catalog.data.gov
    • datasets.ai
    • +1more
    Updated Nov 12, 2020
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    U.S. EPA Office of Research and Development (ORD) (2020). Life Cycle Assessment of a Rainwater Harvesting System Compared with AC Condensate Water System [Dataset]. https://catalog.data.gov/dataset/life-cycle-assessment-of-a-rainwater-harvesting-system-compared-with-ac-condensate-water-s
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    Dataset updated
    Nov 12, 2020
    Dataset provided by
    United States Environmental Protection Agencyhttp://www.epa.gov/
    Description

    Life Cycle Assessment Material, Cost and Impact Data for Comparison of a Rainwater Harvesting System, Municipal Water Supply and an AC Condensate Harvesting System. This dataset is associated with the following publication: Ghimire, S., J. Johnston, J. Garland, A. Edelen, C. Ma, and M. Jahne. Life cycle assessment of a rainwater harvesting system compared with an AC condensate harvesting system. Resources, Conservation and Recycling. Elsevier Science BV, Amsterdam, NETHERLANDS, 146: 536-548, (2019).

  10. Automated Harvesting System Market Report | Global Forecast From 2025 To...

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Automated Harvesting System Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/automated-harvesting-system-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Automated Harvesting System Market Outlook



    The global market size for automated harvesting systems was valued at USD 1.5 billion in 2023 and is projected to reach USD 4.2 billion by 2032, growing at a CAGR of 12.1%. The primary factors driving this growth include the increasing demand for efficient agricultural practices, a growing global population, and advancements in agricultural technology. The need for higher crop yields and the scarcity of labor in the agricultural sector further contribute to the market's expansion. As the agriculture industry continues to modernize, the adoption of automated harvesting systems is becoming increasingly essential.



    One of the major growth factors for the automated harvesting system market is the rapid advancement in technology. Innovations in robotics, artificial intelligence (AI), and the Internet of Things (IoT) have significantly improved the efficiency and effectiveness of these systems. Robotics and AI enable precise and accurate harvesting, reducing crop damage and increasing yield. IoT plays a crucial role in data collection and real-time monitoring, which helps in making informed decisions and optimizing the harvesting process. These technological advancements are crucial for addressing the challenges of labor shortages and increasing the overall productivity of farms.



    Another significant factor contributing to the market's growth is the rising global population and the corresponding increase in food demand. According to the United Nations, the world population is expected to reach 9.7 billion by 2050, necessitating a substantial increase in food production. Automated harvesting systems can help meet this demand by enhancing the efficiency of agricultural operations and enabling farmers to harvest crops faster and more accurately. This increased efficiency is essential for feeding a growing population while minimizing waste and reducing the environmental impact of farming practices.



    Furthermore, government initiatives and policies aimed at promoting sustainable agriculture and modern farming techniques are driving the adoption of automated harvesting systems. Many governments are providing subsidies and financial support to farmers for adopting advanced agricultural technologies. These initiatives are designed to encourage sustainable farming practices, reduce labor dependency, and increase agricultural productivity. As a result, farmers are increasingly investing in automated harvesting systems to comply with these policies and improve their overall farm efficiency.



    In addition to technological advancements, the role of Crop Input Controllers is becoming increasingly significant in the realm of automated harvesting systems. These controllers are integral in managing the precise application of fertilizers, pesticides, and other inputs, ensuring that crops receive the optimal amount of resources needed for growth. By automating the input process, farmers can reduce waste and improve crop yields, which is essential in meeting the rising global food demand. As the agricultural sector continues to embrace technology, Crop Input Controllers are expected to play a crucial role in enhancing the efficiency and sustainability of farming practices. Their integration into automated systems not only supports precision agriculture but also contributes to the overall productivity of farms.



    Regionally, the market for automated harvesting systems is witnessing significant growth in Asia Pacific, North America, and Europe. The Asia Pacific region is expected to dominate the market due to the large agricultural sector and increasing adoption of advanced farming technologies in countries like China and India. North America and Europe are also significant markets, driven by technological advancements and high awareness levels among farmers. These regions are investing heavily in research and development to enhance the capabilities of automated harvesting systems, further driving market growth.



    Component Analysis



    The automated harvesting system market can be segmented by component into hardware, software, and services. The hardware segment includes various types of machinery and equipment used in the harvesting process, such as robotic arms, sensors, and cameras. These components are essential for the physical harvesting of crops and are often equipped with advanced technologies to ensure precision and efficiency. The hardware segment is expected to dominate the market, driven by continuous innovations

  11. t

    Harvesting Technology Global Market Report 2025

    • thebusinessresearchcompany.com
    pdf,excel,csv,ppt
    Updated Jan 14, 2025
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    The Business Research Company (2025). Harvesting Technology Global Market Report 2025 [Dataset]. https://www.thebusinessresearchcompany.com/report/harvesting-technology-global-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 14, 2025
    Dataset authored and provided by
    The Business Research Company
    License

    https://www.thebusinessresearchcompany.com/privacy-policyhttps://www.thebusinessresearchcompany.com/privacy-policy

    Description

    Global Harvesting Technology market size is expected to reach $18.33 billion by 2029 at 6.2%, iot revolutionizes harvesting: driving growth in the harvesting technology market

  12. c

    Fruit Harvesting Machines Market is Growing at Compound Annual Growth Rate...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated May 15, 2025
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    Cognitive Market Research (2023). Fruit Harvesting Machines Market is Growing at Compound Annual Growth Rate (CAGR) of 5.80% from 2023 to 2030! [Dataset]. https://www.cognitivemarketresearch.com/fruit-harvesting-machines-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, The Global Fruit Harvesting Machines market size will grow at a compound annual growth rate (CAGR) of 5.80% from 2023 to 2030.

    The demand for fruit harvesting machines is rising due to the increasing strategies adopted by various key players.
    Demand for grape harvesting machines remains higher in the fruit harvesting machines market.
    The commercial category held the highest fruit harvesting machines market revenue share in 2023.
    North America will continue to lead, whereas the Asia Pacific fruit harvesting machines market will experience the strongest growth until 2030.
    

    Rising Strategies Adopted by Various Key Players to Deliver Viable Market Output

    Technological advancements allow the key players in the market to improve their products and expand their offerings to agriculture-based companies to gain a competitive advantage. Some of these major advancements are related to the field of sensors, which has led to a huge reduction in the cost of fruit harvesting machines. Scientists are trying to enhance the adaptive and intelligent capabilities of sensors that are used in fruit harvesting machines so that these fruit harvesting machines can efficiently perform predetermined functions and gather environmental data regarding parameters such as temperature, depth, and salinity of the soil.

    For instance, in September 2021, Advanced Farm Technologies, a startup in Davis, California, introduced $25 million in Series B funding for the development of fruit harvesting machines. The firm already has a strawberry-picking robot, and it said the funding will allow it to adapt the technology for apple harvesting.

    (Source:www.therobotreport.com/advanced-farm-technologies-25m-fruit-picking-robots/)

    Growing Government Initiatives to Propel Market Growth
    

    The market for fruit harvesting machines has revolutionized because of the growing government initiatives. Governments are investing in research and development to spur innovation in fruit harvesting technology. This includes funding for the development of more efficient and eco-friendly machines that can meet the growing demands of the fruit industry while reducing environmental impact. Many countries have introduced various incentives, subsidies, and funding programs to encourage fruit growers to adopt modern harvesting machinery. These initiatives aim to enhance agricultural productivity, promote sustainability, and improve the overall competitiveness of the farming sector.

    For instance, according to the Foreign Affairs Minister, the Papua New Guinea government planned to increase and boost its fruit picker's quota in New Zealand from the present 100 to more than 1000. Under New Zealand's Labour Mobility Program, there are over 18,000 positions that Papua New Guinea needs to develop in the market.

    (Source:www.freshplaza.com/north-america/article/9502897/papua-new-guinea-to-increase-fruit-picker-quota-in-nz/)

    Market Dynamics of Fruit Harvesting Machines

    High Initial Investment to Hinder Market Growth
    

    The initial cost of acquiring fruit harvesting machines can be relatively high, primarily due to the advanced technology, precision engineering, and specialized features they incorporate. These machines are designed to automate labor-intensive fruit harvesting processes, offering benefits like increased efficiency and reduced labor costs over time. The significant upfront investment required for the acquisition and implementation of fruit harvesting machines can pose a challenge for farmers, particularly those operating on smaller-scale farms with limited financial resources. The costs associated with developing and ensuring the efficiency and reliability of robotic systems can create a barrier to widespread adoption in the market.

    Impact of COVID–19 on the Fruit Harvesting Machines Market

    The fruit harvesting machines market experienced a notable impact from the COVID-19 pandemic. The initial outbreak disrupted supply chains, causing delays in manufacturing and distribution. Many fruit farms faced labor shortages due to lockdowns and travel restrictions, increasing the demand for automated harvesting solutions. The market witnessed an expansion in the adoption of fruit harvesting machines. These machines not only addressed labor scarcity issues but also ensured social distancing compliance during harvesting operations. Additionally, the use of fruit h...

  13. Harvesting Equipment Market - A Global and Regional Analysis

    • bisresearch.com
    csv, pdf
    Updated Jul 15, 2025
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    Bisresearch (2025). Harvesting Equipment Market - A Global and Regional Analysis [Dataset]. https://bisresearch.com/industry-report/harvesting-equipment-market.html
    Explore at:
    csv, pdfAvailable download formats
    Dataset updated
    Jul 15, 2025
    Dataset authored and provided by
    Bisresearch
    License

    https://bisresearch.com/privacy-policy-cookie-restriction-modehttps://bisresearch.com/privacy-policy-cookie-restriction-mode

    Time period covered
    2023 - 2033
    Area covered
    Worldwide
    Description

    Harvesting equipment market value to reach $30.11 billion by 2027, at a CAGR of 5.08% from 2022 to 2027. Harvesting equipment industry focus on harvesting equipment product and application.

  14. c

    Asia Pacific rainwater harvesting systems market will be USD 193.94 million...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Feb 15, 2022
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    Cognitive Market Research (2022). Asia Pacific rainwater harvesting systems market will be USD 193.94 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.8% from 2024 to 2031. [Dataset]. https://www.cognitivemarketresearch.com/regional-analysis/asia-pacific-rainwater-harvesting-systems-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Feb 15, 2022
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Asia–Pacific, Region
    Description

    Asia Pacific rainwater harvesting systems market will be USD 193.94 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.8% from 2024 to 2031. Increasing urban development and space constraints are expected to aid the sales to USD 342.1 million by 2031

  15. E

    Rainwater Harvesting Market Growth Analysis Report - Market Size, Share,...

    • expertmarketresearch.com
    Updated Jan 30, 2025
    + more versions
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    Claight Corporation (Expert Market Research) (2025). Rainwater Harvesting Market Growth Analysis Report - Market Size, Share, Forecast Trends and Outlook (2025-2034) [Dataset]. https://www.expertmarketresearch.com/reports/rainwater-harvesting-market
    Explore at:
    pdf, excel, csv, pptAvailable download formats
    Dataset updated
    Jan 30, 2025
    Dataset authored and provided by
    Claight Corporation (Expert Market Research)
    License

    https://www.expertmarketresearch.com/privacy-policyhttps://www.expertmarketresearch.com/privacy-policy

    Time period covered
    2025 - 2034
    Area covered
    Global
    Variables measured
    CAGR, Forecast Market Value, Historical Market Value
    Measurement technique
    Secondary market research, data modeling, expert interviews
    Dataset funded by
    Claight Corporation (Expert Market Research)
    Description

    The global rainwater harvesting market size reached a value of almost USD 980.15 Million in the year 2024. The industry is further expected to grow at a CAGR of 4.50% between 2025 and 2034 to reach a value of almost USD 1522.14 Million by 2034.

  16. H

    Harvesting Machinery Industry Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jan 15, 2025
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    Data Insights Market (2025). Harvesting Machinery Industry Report [Dataset]. https://www.datainsightsmarket.com/reports/harvesting-machinery-industry-755
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    doc, pdf, pptAvailable download formats
    Dataset updated
    Jan 15, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Harvesting Machinery Industry size was valued at USD 25.47 Million in 2023 and is projected to reach USD 43.09 Million by 2032, exhibiting a CAGR of 7.80 % during the forecasts periods. This growth is driven by the widespread use of hybrid seeds, government initiatives promoting agricultural mechanization, rising food security concerns, and the adoption of advanced technologies. Hybrid seeds enhance crop yield and resistance to pests and diseases, increasing the demand for efficient harvesting machinery. Governments worldwide are also recognizing the importance of agriculture and investing in mechanization initiatives. Additionally, rising food security concerns have led to an increase in agricultural production, fueling the demand for harvesting machinery. Key drivers for this market are: Brazilian Farm Structure and Consolidation of Smaller Farms, Technological Advancements. Potential restraints include: High Cost of Equipment and Price Sensitivity, Data Privacy Concerns. Notable trends are: Precision Farming for Quality Harvest.

  17. Fruit Harvesting Machines Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). Fruit Harvesting Machines Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-fruit-harvesting-machines-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Fruit Harvesting Machines Market Outlook



    The global fruit harvesting machines market size was valued at approximately USD 4.5 billion in 2023 and is projected to reach around USD 7.8 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.5% during the forecast period. The market's growth is driven by the increasing demand for efficient and labor-saving agricultural practices, advancements in agricultural technology, and the rising global trend towards sustainable farming methods. As agricultural sectors across the globe strive to enhance productivity and reduce dependency on manual labor, the adoption of fruit harvesting machines is set to witness substantial growth.



    One of the primary growth drivers for the fruit harvesting machines market is the labor shortage in the agriculture sector. Increasing urbanization and the migration of rural populations to urban areas have resulted in a significant decline in the availability of farm labor, pushing farmers to seek mechanized solutions. Moreover, the aging agricultural workforce and the reluctance of younger generations to engage in physically demanding farm work have further exacerbated this issue. Consequently, farmers are increasingly turning towards fruit harvesting machines that offer efficiency and reliability, thereby propelling the market's growth trajectory.



    Technological advancements in the field of agriculture have significantly contributed to the expansion of the fruit harvesting machines market. Innovations such as robotic harvesters equipped with artificial intelligence (AI) and machine learning capabilities have revolutionized fruit picking by enhancing precision and speed. These machines are capable of identifying ripe fruits, calculating optimal picking routes, and adapting to varying orchard layouts, ensuring minimal damage to the produce. The continuous research and development efforts by leading manufacturers to improve machine efficiency, reduce operational costs, and integrate smart technologies, are expected to further bolster market growth over the coming years.



    The emphasis on sustainable and eco-friendly farming practices is another crucial factor driving the market. With the increasing awareness about environmental conservation, farmers and agricultural enterprises are adopting machines that reduce the carbon footprint and ensure the judicious use of resources. Fruit harvesting machines that minimize energy consumption and promote efficient use of fertilizers and pesticides align with the global trend towards sustainable agriculture. Consequently, the market is witnessing a shift towards the adoption of machines that not only improve yield but also support environmentally responsible farming practices.



    Regionally, the Asia Pacific is anticipated to exhibit the highest growth rate in the fruit harvesting machines market, driven by the large agricultural base, increasing mechanization of farms, and supportive government policies. Countries like China and India are focusing on enhancing agricultural productivity and have introduced various initiatives to promote the adoption of advanced farming equipment. North America and Europe, with their well-established agricultural sectors and high disposable incomes, are also significant markets for fruit harvesting machines, driven by the demand for technologically advanced and labor-efficient farming solutions.



    Product Type Analysis



    The fruit harvesting machines market is segmented by product type into mechanical harvesters, robotic harvesters, and others. Mechanical harvesters, which have been in use for several decades, continue to hold a significant share of the market. These machines are valued for their robust performance and ability to harvest large quantities of fruits efficiently. Despite their effectiveness, mechanical harvesters are often critiqued for causing damage to the fruits, leading manufacturers to innovate and improve their designs. Recent advancements have focused on developing mechanical harvesters that are gentler on the produce while maintaining high throughput, thus enhancing their appeal among commercial farmers.



    Robotic harvesters represent a growing segment within the fruit harvesting machines market, driven by the increasing demand for precision agriculture. These machines leverage cutting-edge technologies such as computer vision, AI, and machine learning to perform tasks with high accuracy and minimal human intervention. The ability of robotic harvesters to operate continuously, regardless of labor shortages or adverse weather conditions, positions them as an attractive option for large-scale fruit

  18. G

    Grain Harvesting Systems Report

    • promarketreports.com
    doc, pdf, ppt
    Updated May 25, 2025
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    Pro Market Reports (2025). Grain Harvesting Systems Report [Dataset]. https://www.promarketreports.com/reports/grain-harvesting-systems-187464
    Explore at:
    ppt, doc, pdfAvailable download formats
    Dataset updated
    May 25, 2025
    Dataset authored and provided by
    Pro Market Reports
    License

    https://www.promarketreports.com/privacy-policyhttps://www.promarketreports.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global grain harvesting systems market is experiencing robust growth, driven by factors such as increasing global food demand, rising arable land under cultivation, and technological advancements in harvesting equipment. The market size in 2025 is estimated at $15 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 4% from 2025 to 2033. This growth is fueled by the adoption of precision agriculture techniques, higher farm mechanization rates in developing economies, and the increasing need for efficient and timely grain harvesting to minimize post-harvest losses. Key players like John Deere, AGCO, Case IH, New Holland, and Claas are leading the innovation in this sector, offering advanced features like GPS guidance, automated harvesting, and improved fuel efficiency. These technological improvements contribute to higher yields and reduced operational costs, thereby increasing the market's attractiveness for farmers worldwide. However, market growth faces challenges such as fluctuating grain prices, the high initial investment cost of advanced harvesting equipment, and the increasing need for skilled labor to operate these sophisticated machines. Furthermore, environmental regulations regarding emissions and sustainable farming practices are shaping the market towards environmentally friendly technologies. The market segmentation is witnessing a shift towards self-propelled harvesters due to their increased efficiency and reduced labor requirements. Regional variations in market growth are expected, with developing economies witnessing faster adoption rates due to rising agricultural output and government initiatives promoting farm mechanization. The forecast period of 2025-2033 anticipates continued expansion, with specific growth segments being further propelled by government subsidies and the adoption of data-driven farming practices to enhance efficiency and yield. This in-depth report provides a comprehensive overview of the global grain harvesting systems market, valued at approximately $15 billion in 2023. It analyzes market dynamics, key players, emerging trends, and future growth prospects, offering invaluable insights for industry stakeholders. The report utilizes rigorous data analysis and incorporates forecasts based on current market trends and expert predictions.

  19. Endoscopic Vessel Harvesting System Market Size, Share, and Forecast 2025 to...

    • futuremarketinsights.com
    html, pdf
    Updated Jun 10, 2025
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    Future Market Insights (2025). Endoscopic Vessel Harvesting System Market Size, Share, and Forecast 2025 to 2035 [Dataset]. https://www.futuremarketinsights.com/reports/endoscopic-vessel-harvesting-system-market
    Explore at:
    html, pdfAvailable download formats
    Dataset updated
    Jun 10, 2025
    Dataset authored and provided by
    Future Market Insights
    License

    https://www.futuremarketinsights.com/privacy-policyhttps://www.futuremarketinsights.com/privacy-policy

    Time period covered
    2025 - 2035
    Area covered
    Worldwide
    Description

    The global endoscopic vessel harvesting (EVH) system market is estimated to be worth USD 577.1 million in 2025 and is projected to reach USD 949 million by 2035, expanding at a steady CAGR of 5.1%.

    MetricValue
    Industry Size (2025E)USD 577.1 million
    Industry Value (2035F)USD 949.0 million
    CAGR (2025 to 2035)5.1%

    EVH System Market Analysis by Top Investment Segments

    Product TypeCAGR (2025 to 2035)
    Disposable EVH Systems5.5%
    Vessel TypeCAGR (2025 to 2035)
    Saphenous Vein5.2%
    ApplicationCAGR (2025 to 2035)
    Coronary Artery Bypass Grafting (CABG)5.4%

    Country-wise Insights

    CountryCAGR (2025 to 2035)
    United States2.1%
    CountryCAGR (2025 to 2035)
    Germany3.8%
    CountryCAGR (2025 to 2035)
    India3.9%
    CountryCAGR (2025 to 2035)
    Japan4.6%
    CountryCAGR (2025 to 2035)
    Brazil3.5%
  20. R

    Rain Water Harvesting Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated May 5, 2025
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    Archive Market Research (2025). Rain Water Harvesting Report [Dataset]. https://www.archivemarketresearch.com/reports/rain-water-harvesting-245684
    Explore at:
    doc, pdf, pptAvailable download formats
    Dataset updated
    May 5, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global rainwater harvesting market, valued at $1113.1 million in 2025, is poised for significant growth. While a precise CAGR isn't provided, considering the increasing global focus on water conservation, sustainable practices, and the impact of climate change leading to water scarcity in many regions, a conservative estimate of a 7% CAGR from 2025 to 2033 seems reasonable. This implies a market size exceeding $2000 million by 2033. Key drivers include stringent water regulations in several countries, rising awareness about water conservation among individuals and businesses, and government incentives promoting rainwater harvesting systems. Emerging trends like smart rainwater harvesting systems with integrated sensors and IoT capabilities, along with the adoption of advanced water treatment technologies for harvested water, are further fueling market expansion. However, high initial investment costs associated with system installation, particularly for larger-scale commercial and industrial applications, and reliance on rainfall patterns represent significant restraints. Market segmentation reveals strong demand across residential, commercial, and agricultural sectors, with above-ground and underground storage systems catering to diverse needs. Geographically, North America and Europe are currently leading the market, followed by the Asia-Pacific region, which is expected to witness substantial growth driven by increasing urbanization and water stress. The diverse applications of rainwater harvesting across various sectors contribute to its expanding market. The residential segment is driven by increasing consumer awareness and the desire for water independence, particularly in areas prone to water shortages. The commercial and industrial segments are seeing growth as businesses look to reduce water bills and improve their sustainability profiles. The agricultural sector’s adoption of rainwater harvesting is vital for drought resilience and efficient irrigation. Technological advancements, such as remote monitoring and automated control systems, are continuously enhancing the efficiency and effectiveness of rainwater harvesting systems. This market expansion is further reinforced by favorable government policies, subsidies, and tax benefits, promoting the widespread adoption of rainwater harvesting technologies. Despite challenges, the long-term outlook for the rainwater harvesting market remains highly positive, driven by growing environmental consciousness and the imperative to secure reliable water resources.

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fruit (2023). Harvesting Dataset [Dataset]. https://universe.roboflow.com/fruit-mtdup/harvesting-pjha2

Harvesting Dataset

harvesting-pjha2

harvesting-dataset

Explore at:
zipAvailable download formats
Dataset updated
Jun 14, 2023
Dataset authored and provided by
fruit
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Variables measured
Tomato Bounding Boxes
Description

Harvesting

## Overview

Harvesting is a dataset for object detection tasks - it contains Tomato annotations for 821 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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