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市场调查报告书
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1865387

全球循环农业市场：未来预测（至2032年）－按组成部分、耕作模式、技术、应用和区域进行分析

Circular Farming Practices Market Forecasts to 2032 - Global Analysis By Component, Farming Model, Technology, Application and By Geography
出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的一项研究，全球循环农业市场预计在 2025 年达到 58 亿美元，预计到 2032 年将达到 118 亿美元，在预测期内的复合年增长率为 10.6%。

循环农业是一种以资源效率、减少废弃物和生态平衡为优先的再生农业系统。这些实践透过整合作物和牲畜的循环利用、将有机废弃物再利用为生物肥料以及促进生物多样性，来增强土壤健康和生产力。透过闭合养分循环和减少外部投入，循环农业支持永续粮食生产和气候适应能力。它符合循环经济原则，促进长期环境管理、经济永续性以及减少对合成化学品和化石资源的依赖。

一份关于可再生农业和食品系统的报告指出，堆肥、农林业和养分循环等循环农业实践可以在五年内减少合成肥料的使用量高达 40%，并将土壤有机碳含量提高 20-25%。

减少投入浪费和优化养分循环的压力日益增大

堆肥、轮作和封闭回路型养分系统等技术因其能够提高土壤肥力并减少对合成投入品的依赖而日益受到关注。各国政府和环保机构正积极推广这些模式，旨在缓解气候变迁并提高粮食安全。此外，循环农业符合国际再生农业目标，使其成为公共和私营部门的战略重点。废弃物资源化利用系统的整合进一步加强了农业向循环经济的转型。

农民往往缺乏培训和工具。

从传统农业系统转型为循环农业系统需要专用设备、数据驱动工具以及对生态学过程的深刻理解。在农村和欠发达地区，缺乏推广服务和数位化平台阻碍了转型。此外，缺乏标准化通讯协定和针对当地情况的培训计画也造成了不确定性，延缓了转型进程。对于资金和营运资源有限的小农户而言，这些障碍尤其突出。

生物炼製一体化和排碳权货币化

循环农业透过整合生物炼製厂模式，将农业废弃物转化为生生质能源、肥料和高价值生物产品，进而带来盈利的利润。这些系统不仅能减少对环境的影响，也能使农民的收入来源多元。此外，采用再生农业技术进行碳封存的农场可以利用新兴的排碳权市场，尤其是在气候融资机製完善的地区。农业创新与永续性奖励的融合，为可扩展的循环解决方案创造了沃土。

缺乏可扩展的生物炼製和营养物回收技术

儘管先导计画展现出潜力，但高成本和技术复杂性仍然限製商业化部署。许多系统需要精确的协调和持续的监测，这在分散的农业生产中难以实现。此外，不同地区法规结构的不一致也阻碍了技术转移和投资。如果没有强而有力的基础设施和政策支持，循环农业可能仍然局限于小众应用，而难以广泛普及。

新冠疫情的影响：

新冠疫情对循环农业市场产生了双重影响。一方面，供应链中断和劳动力短缺减缓了新型循环系统的普及。另一方面，这场危机凸显了建构具有韧性和自给自足能力的粮食系统的重要性，并加速了人们对可再生和闭合迴路农业的关注。许多国家的政府都推出了经济刺激方案和绿色復苏计划，其中包括对永续农业的支持。

预计在预测期内，营养物循环利用系统细分市场将占据最大的市场份额。

预计在预测期内，养分循环利用系统领域将占据最大的市场份额，这主要得益于堆肥、厌氧消化和有机废弃物化利用等技术的广泛应用，这些技术能够改善土壤健康并降低投入成本。这些系统越来越多地与精准监测工具结合，用于监测养分流动并优化施用量。它们能够闭合养分循环并减少环境外部性，使其成为循环农业的基础。

预计在预测期内，精密农业工具细分市场将呈现最高的复合年增长率。

由于精密农业市场将实现最高成长率。 GPS导航设备、物联网感测器和人工智慧分析等技术正在帮助农民即时监测土壤状况、作物健康状况和资源利用。这些工具能够精准干预，从而最大限度地减少废弃物并提高生产力。数位平台的日益普及和价格亲民，正推动其应用范围从大型农场扩展到中小型农户。

占比最大的地区：

预计亚太地区将在预测期内占据最大的市场份额，这主要得益于强劲的农业活动和永续性的政策。中国、印度和日本等国正在投资再生农业，以应对土壤劣化和水资源短缺。政府主导的有机农业、废弃物回收和气候智慧型农业等措施正在推动这些技术的普及应用。此外，该地区拥有大量愿意采用低成本循环解决方案的小农户，这也为其提供了有利条件。

复合年增长率最高的地区：

在预测期内，由于技术创新和气候政策的融合，北美预计将呈现最高的复合年增长率。美国和加拿大正在加速采用生物炼製厂系统、碳农业模式以及专为循环农业设计的精准工具。联邦和州级层级推广永续土地管理和碳封存的计画为成长创造了有利环境。该地区先进的研究生态系统和强大的创业投资实力正在推动循环技术的快速商业化。

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目录

第一章执行摘要

第二章 引言

  • 概述
  • 相关利益者
  • 分析范围
  • 分析方法
    • 资料探勘
    • 数据分析
    • 数据检验
    • 分析方法
  • 分析材料
    • 原始研究资料
    • 二手研究资讯来源
    • 先决条件

第三章 市场趋势分析

  • 司机
  • 抑制因素
  • 市场机会
  • 威胁
  • 技术分析
  • 应用分析
  • 新兴市场
  • 新冠疫情的感染疾病

第四章 波特五力分析

  • 供应商的议价能力
  • 买方议价能力
  • 替代产品的威胁
  • 新参与企业的威胁
  • 公司间的竞争

5. 全球循环农业市场（按组成部分划分）

  • 介绍
  • 营养物循环系统
  • 水循环再利用系统
  • 综合虫害管理工具
  • 精密农业工具和感测器
  • 土壤改良剂和微生物产品
  • 平台软体和农场管理系统
  • 其他部件

第六章 全球循环农业市场（依农业模式划分）

  • 介绍
  • 水耕法
  • 循环水耕
  • 农业生态学
  • 综合农业和畜牧业系统
  • 农场沼气和堆肥的整合
  • 其他农业模式

7. 全球循环农业市场（依技术划分）

  • 介绍
  • 堆肥系统
  • 精密农业工具
  • 物联网和基于感测器的监测
  • 沼气和可再生能源系统
  • 循环输入平台
  • 其他技术

第八章 全球循环农业市场（按应用划分）

  • 介绍
  • 商业作物生产
  • 园艺和温室生产
  • 畜牧业一体化
  • 城市和近郊农业
  • 有机农业和特色作物生产
  • 研究示范农场
  • 其他用途

9. 全球循环农业市场（按地区划分）

  • 介绍
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 亚太其他地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他南美洲
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十章：主要趋势

  • 合约、商业伙伴关係和合资企业
  • 企业合併（M&A）
  • 新产品发布
  • 业务拓展
  • 其他关键策略

第十一章 企业概况

  • Indigo Ag
  • Bayer
  • Trimble
  • John Deere
  • Aquaponic Solutions Co.
  • o9 Solutions
  • Bioconsortia
  • Nutrien
  • AGCO Corporation
  • Netafim
  • Smallhold
  • Plenty
  • AeroFarms
  • Siemens
  • General Electric
  • Loop
  • Biogas Solutions Ltd.
  • Omnivore
Product Code: SMRC32086

According to Stratistics MRC, the Global Circular Farming Practices Market is accounted for $5.8 billion in 2025 and is expected to reach $11.8 billion by 2032 growing at a CAGR of 10.6% during the forecast period. Circular farming practices are regenerative agricultural systems that prioritize resource efficiency, waste minimization, and ecological balance. These methods integrate crop and livestock cycles, reuse organic waste as biofertilizers, and promote biodiversity to enhance soil health and productivity. By closing nutrient loops and reducing external inputs, circular farming supports sustainable food production and climate resilience. It aligns with circular economy principles, fostering long-term environmental stewardship, economic viability, and reduced dependency on synthetic chemicals or fossil-based resources.

According to Renewable Agriculture and Food Systems highlights that circular farming practices such as composting, agroforestry, and nutrient recycling-can reduce synthetic fertilizer use by up to 40% and improve soil organic carbon levels by 20-25% over a five-year period.

Market Dynamics:

Driver:

Growing pressure to reduce input waste and optimize nutrient cycles

Practices such as composting, crop rotation, and closed-loop nutrient systems are gaining traction due to their ability to enhance soil fertility and reduce dependency on synthetic inputs. Governments and environmental bodies are actively promoting these models to mitigate climate change and improve food security. Additionally, circular farming aligns with global goals for regenerative agriculture, making it a strategic priority for both public and private sectors. The integration of waste-to-value systems is further reinforcing the shift toward circularity in farming.

Restraint:

Farmers often lack access to training and tools

The transition from conventional to circular systems requires specialized equipment, data-driven tools, and a deep understanding of ecological processes. In rural and underserved regions, the absence of extension services and digital platforms hampers implementation. Moreover, the lack of standardized protocols and localized training programs creates uncertainty, slowing down adoption rates. These barriers are particularly pronounced among smallholder farmers who operate with constrained financial and operational resources.

Opportunity:

Biorefinery integration & carbon credit monetization

Circular farming presents lucrative opportunities through the integration of biorefinery models that convert agricultural waste into bioenergy, fertilizers, and high-value bioproducts. These systems not only reduce environmental impact but also diversify farm income streams. Additionally, farms practicing carbon sequestration through regenerative techniques can tap into emerging carbon credit markets, especially in regions with robust climate finance mechanisms. The convergence of agri-tech innovation and sustainability incentives is creating fertile ground for scalable circular solutions.

Threat:

Lack of scalable biorefining and nutrient recovery technologies

While pilot projects have demonstrated potential, commercial deployment remains constrained by high costs and technical complexity. Many systems require precise calibration and continuous monitoring, which may not be feasible for decentralized farming operations. Furthermore, inconsistent regulatory frameworks across regions hinder technology transfer and investment. Without robust infrastructure and policy support, circular farming risks being confined to niche applications rather than achieving widespread adoption.

Covid-19 Impact:

The COVID-19 pandemic had a dual impact on the circular farming practices market. On one hand, supply chain disruptions and labor shortages delayed the deployment of new circular systems and technologies. On the other hand, the crisis underscored the importance of resilient and self-sufficient food systems, accelerating interest in regenerative and closed-loop farming. Many governments introduced stimulus packages and green recovery plans that included support for sustainable agriculture.

The nutrient recycling systems segment is expected to be the largest during the forecast period

The nutrient recycling systems segment is expected to account for the largest market share during the forecast period propelled by, the widespread adoption of composting, anaerobic digestion, and organic waste valorization techniques that enhance soil health and reduce input costs. These systems are increasingly integrated with precision tools to monitor nutrient flows and optimize application rates. Their ability to close nutrient loops and reduce environmental externalities makes them a cornerstone of circular agriculture.

The precision agriculture tools segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the precision agriculture tools segment is predicted to witness the highest growth rate, influenced by, their role in enabling data-driven circular farming. Technologies such as GPS-guided equipment, IoT sensors, and AI-based analytics are helping farmers monitor soil conditions, crop health, and resource usage in real time. These tools facilitate targeted interventions that minimize waste and enhance productivity. The growing affordability and accessibility of digital platforms are expanding their reach beyond large-scale farms to mid-sized and smallholders.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share, fuelled by, strong agricultural activity and increasing policy focus on sustainability. Countries like China, India, and Japan are investing in regenerative agriculture to combat soil degradation and water scarcity. Government-led initiatives promoting organic farming, waste recycling, and climate-smart agriculture are driving adoption. Additionally, the region benefits from a large base of smallholder farmers who are receptive to low-cost circular solutions.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR, driven by, technological innovation and climate policy integration. The U.S. and Canada are witnessing increased adoption of biorefinery systems, carbon farming models, and precision tools tailored for circular agriculture. Federal and state-level programs are incentivizing sustainable land management and carbon sequestration, creating a favorable environment for growth. The region's advanced research ecosystem and strong venture capital presence are fostering rapid commercialization of circular technologies.

Key players in the market

Some of the key players in Circular Farming Practices Market include Indigo Ag, Bayer, Trimble, John Deere, Aquaponic Solutions Co., o9 Solutions, Bioconsortia, Nutrien, AGCO Corporation, Netafim, Smallhold, Plenty, AeroFarms, Siemens, General Electric, Loop, Biogas Solutions Ltd., and Omnivore.

Key Developments:

In October 2025, Indigo Ag introduced biotrinsic(R) Nemora FP(TM), a biological treatment targeting soybean cyst nematode. This expands Indigo's biotrinsic(R) portfolio for sustainable crop protection. The product enhances root health and yield resilience.

In October 2025, Trimble announced a multi-year global sponsorship with Liverpool Football Club. The collaboration includes using Trimble's SketchUp(R) to redesign the LFC Academy. It reflects Trimble's expansion into sports infrastructure.

In August 2025, Bayer CropScience reported unaudited Q1 results, highlighting stable performance amid restructuring. The company is navigating a turnaround plan under CEO Bill Anderson. Operational streamlining and patent challenges are ongoing.

Components Covered:

  • Nutrient Recycling Systems
  • Water Recirculation & Reuse Systems
  • Integrated Pest Management Tools
  • Precision Agriculture Tools & Sensors
  • Soil Health Amendments & Microbial Products
  • Platform Software & Farm Management Systems
  • Other Components

Farming Models Covered:

  • Aquaponics
  • Hydroponics with Recirculation
  • Agroecology
  • Integrated Crop-Livestock Systems
  • On-farm Biogas & Compost Integration
  • Other Farming Models

Technologies Covered:

  • Composting Systems
  • Precision Agriculture Tools
  • IoT and Sensor-Based Monitoring
  • Biogas and Renewable Energy Systems
  • Circular Input Platforms
  • Other Technologies

Applications Covered:

  • Commercial Crop Production
  • Horticulture & Greenhouse Production
  • Animal Husbandry Integration
  • Urban & Peri-urban Farming
  • Organic & Specialty Crop Production
  • Research & Demonstration Farms
  • Other Applications

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Technology Analysis
  • 3.7 Application Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Circular Farming Practices Market, By Component

  • 5.1 Introduction
  • 5.2 Nutrient Recycling Systems
  • 5.3 Water Recirculation & Reuse Systems
  • 5.4 Integrated Pest Management Tools
  • 5.5 Precision Agriculture Tools & Sensors
  • 5.6 Soil Health Amendments & Microbial Products
  • 5.7 Platform Software & Farm Management Systems
  • 5.8 Other Components

6 Global Circular Farming Practices Market, By Farming Model

  • 6.1 Introduction
  • 6.2 Aquaponics
  • 6.3 Hydroponics with Recirculation
  • 6.4 Agroecology
  • 6.5 Integrated Crop-Livestock Systems
  • 6.6 On-farm Biogas & Compost Integration
  • 6.7 Other Farming Models

7 Global Circular Farming Practices Market, By Technology

  • 7.1 Introduction
  • 7.2 Composting Systems
  • 7.3 Precision Agriculture Tools
  • 7.4 IoT and Sensor-Based Monitoring
  • 7.5 Biogas and Renewable Energy Systems
  • 7.6 Circular Input Platforms
  • 7.7 Other Technologies

8 Global Circular Farming Practices Market, By Application

  • 8.1 Introduction
  • 8.2 Commercial Crop Production
  • 8.3 Horticulture & Greenhouse Production
  • 8.4 Animal Husbandry Integration
  • 8.5 Urban & Peri-urban Farming
  • 8.6 Organic & Specialty Crop Production
  • 8.7 Research & Demonstration Farms
  • 8.8 Other Applications

9 Global Circular Farming Practices Market, By Geography

  • 9.1 Introduction
  • 9.2 North America
    • 9.2.1 US
    • 9.2.2 Canada
    • 9.2.3 Mexico
  • 9.3 Europe
    • 9.3.1 Germany
    • 9.3.2 UK
    • 9.3.3 Italy
    • 9.3.4 France
    • 9.3.5 Spain
    • 9.3.6 Rest of Europe
  • 9.4 Asia Pacific
    • 9.4.1 Japan
    • 9.4.2 China
    • 9.4.3 India
    • 9.4.4 Australia
    • 9.4.5 New Zealand
    • 9.4.6 South Korea
    • 9.4.7 Rest of Asia Pacific
  • 9.5 South America
    • 9.5.1 Argentina
    • 9.5.2 Brazil
    • 9.5.3 Chile
    • 9.5.4 Rest of South America
  • 9.6 Middle East & Africa
    • 9.6.1 Saudi Arabia
    • 9.6.2 UAE
    • 9.6.3 Qatar
    • 9.6.4 South Africa
    • 9.6.5 Rest of Middle East & Africa

10 Key Developments

  • 10.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 10.2 Acquisitions & Mergers
  • 10.3 New Product Launch
  • 10.4 Expansions
  • 10.5 Other Key Strategies

11 Company Profiling

  • 11.1 Indigo Ag
  • 11.2 Bayer
  • 11.3 Trimble
  • 11.4 John Deere
  • 11.5 Aquaponic Solutions Co.
  • 11.6 o9 Solutions
  • 11.7 Bioconsortia
  • 11.8 Nutrien
  • 11.9 AGCO Corporation
  • 11.10 Netafim
  • 11.11 Smallhold
  • 11.12 Plenty
  • 11.13 AeroFarms
  • 11.14 Siemens
  • 11.15 General Electric
  • 11.16 Loop
  • 11.17 Biogas Solutions Ltd.
  • 11.18 Omnivore

List of Tables

  • Table 1 Global Circular Farming Practices Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Circular Farming Practices Market Outlook, By Component (2024-2032) ($MN)
  • Table 3 Global Circular Farming Practices Market Outlook, By Nutrient Recycling Systems (2024-2032) ($MN)
  • Table 4 Global Circular Farming Practices Market Outlook, By Water Recirculation & Reuse Systems (2024-2032) ($MN)
  • Table 5 Global Circular Farming Practices Market Outlook, By Integrated Pest Management Tools (2024-2032) ($MN)
  • Table 6 Global Circular Farming Practices Market Outlook, By Precision Agriculture Tools & Sensors (2024-2032) ($MN)
  • Table 7 Global Circular Farming Practices Market Outlook, By Soil Health Amendments & Microbial Products (2024-2032) ($MN)
  • Table 8 Global Circular Farming Practices Market Outlook, By Platform Software & Farm Management Systems (2024-2032) ($MN)
  • Table 9 Global Circular Farming Practices Market Outlook, By Other Components (2024-2032) ($MN)
  • Table 10 Global Circular Farming Practices Market Outlook, By Farming Model (2024-2032) ($MN)
  • Table 11 Global Circular Farming Practices Market Outlook, By Aquaponics (2024-2032) ($MN)
  • Table 12 Global Circular Farming Practices Market Outlook, By Hydroponics with Recirculation (2024-2032) ($MN)
  • Table 13 Global Circular Farming Practices Market Outlook, By Agroecology (2024-2032) ($MN)
  • Table 14 Global Circular Farming Practices Market Outlook, By Integrated Crop-Livestock Systems (2024-2032) ($MN)
  • Table 15 Global Circular Farming Practices Market Outlook, By On-farm Biogas & Compost Integration (2024-2032) ($MN)
  • Table 16 Global Circular Farming Practices Market Outlook, By Other Farming Models (2024-2032) ($MN)
  • Table 17 Global Circular Farming Practices Market Outlook, By Technology (2024-2032) ($MN)
  • Table 18 Global Circular Farming Practices Market Outlook, By Composting Systems (2024-2032) ($MN)
  • Table 19 Global Circular Farming Practices Market Outlook, By Precision Agriculture Tools (2024-2032) ($MN)
  • Table 20 Global Circular Farming Practices Market Outlook, By IoT and Sensor-Based Monitoring (2024-2032) ($MN)
  • Table 21 Global Circular Farming Practices Market Outlook, By Biogas and Renewable Energy Systems (2024-2032) ($MN)
  • Table 22 Global Circular Farming Practices Market Outlook, By Circular Input Platforms (2024-2032) ($MN)
  • Table 23 Global Circular Farming Practices Market Outlook, By Other Technologies (2024-2032) ($MN)
  • Table 24 Global Circular Farming Practices Market Outlook, By Application (2024-2032) ($MN)
  • Table 25 Global Circular Farming Practices Market Outlook, By Commercial Crop Production (2024-2032) ($MN)
  • Table 26 Global Circular Farming Practices Market Outlook, By Horticulture & Greenhouse Production (2024-2032) ($MN)
  • Table 27 Global Circular Farming Practices Market Outlook, By Animal Husbandry Integration (2024-2032) ($MN)
  • Table 28 Global Circular Farming Practices Market Outlook, By Urban & Peri-urban Farming (2024-2032) ($MN)
  • Table 29 Global Circular Farming Practices Market Outlook, By Organic & Specialty Crop Production (2024-2032) ($MN)
  • Table 30 Global Circular Farming Practices Market Outlook, By Research & Demonstration Farms (2024-2032) ($MN)
  • Table 31 Global Circular Farming Practices Market Outlook, By Other Applications (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.