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市場調査レポート

豚用飼料市場:種類別(スターター、飼育、雌豚)、添加物別(抗生物質、ビタミン、抗酸化剤、アミノ酸、飼料用酵素、飼料用酸性化剤)、地域別の世界市場予測

Swine (Pig) Feed Market by Type (Starter, Grower, Sow), Additive (Antibiotics, Vitamins, Antioxidants, Amino Acids, Feed Enzymes, Feed Acidifiers) and by Geography - Global Trends & Forecasts to 2018

発行 MarketsandMarkets 商品コード 302435
出版日 ページ情報 英文 253 Pages
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豚用飼料市場:種類別(スターター、飼育、雌豚)、添加物別(抗生物質、ビタミン、抗酸化剤、アミノ酸、飼料用酵素、飼料用酸性化剤)、地域別の世界市場予測 Swine (Pig) Feed Market by Type (Starter, Grower, Sow), Additive (Antibiotics, Vitamins, Antioxidants, Amino Acids, Feed Enzymes, Feed Acidifiers) and by Geography - Global Trends & Forecasts to 2018
出版日: 2014年05月12日 ページ情報: 英文 253 Pages
概要

世界の豚用飼料市場は2018年までにCAGR4.1%増となり、消費量は14,318KTに達するとみられています。豚生産量の増加が同時に豚用飼料市場の成長につながっています。アジア太平洋地域は、2012年に豚用飼料添加物市場において市場全体の43%を占める最大の消費地域となりました。

当レポートでは、世界の豚用飼料市場の種類別、添加物別、および地域別動向をまとめ、2013〜2019年の予測、参入する主要企業のプロファイルなどとともに、概略下記の構成で取り上げております。

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 市場概要

  • イントロダクション
  • 世界の豚用飼料市場
    • スターター飼料
    • 飼育用飼料
    • 雌豚用飼料
    • その他
  • 世界の豚用飼料添加物市場
    • 様々な飼料添加物の種類
  • 問題点
    • 抗生物質に関わる法規制問題
  • 成功戦略
    • 豚:牛肉および鶏肉の安価な代用品
  • 市場動向
    • 促進因子
    • 阻害因子
    • 機会
  • ポーターズファイブフォース分析
  • サプライチェーン分析
  • バリューチェーン分析
  • 豚用飼料および添加物市場シェア分析
  • 豚用飼料市場シェア

第4章 プレミアムインサイト

第5章 豚用飼料市場:種類別市場

  • イントロダクション
  • スターター飼料
  • 飼育用飼料
  • 雌豚用飼料
  • その他

第6章 豚用飼料添加物市場:種類別

  • イントロダクション
  • 抗生物質
  • ビタミン
  • 抗酸化剤
  • アミノ酸
  • 飼料用酵素
  • 飼料用酸性化剤
  • その他

第7章 豚用飼料および飼料添加物市場:地域別

  • イントロダクション
  • 北米
  • 欧州
  • アジア太平洋地域
  • ラテンアメリカ
  • その他

第8章 競合環境

  • イントロダクション
  • 投資と拡大:最も好まれる戦略的アプローチ
  • 主な市場戦略
  • 買収
  • 連携、提携、合弁
  • 新製品上市
  • 投資と拡大

第9章 企業プロファイル

  • Chr. Hansen Holdings A/S
  • Lallemand Inc
  • Novus International Inc.
  • Royal Dsm N.V.
  • BASF
  • Alltech Inc.
  • Archer Daniels Midland Company (ADM)
  • Charoen Popkh and Foods
  • ABF Plc
  • Cargill Inc.

図表

目次
Product Code: AGI 2484

Pork is the culinary name for the meat of the domestic pig. It is one of the most common types of meat consumed worldwide. Similar to all types of meat, pork is eaten both, freshly cooked and preserved. Some examples of preserved pork are ham, smoked pork, gammon, bacon, and sausage. Pork is a popular meat in the Western world. It is also very common in Chinese cuisine.

Many classes of swine feed have particular nutrient requirements. In general, feed for young pigs require greater dietary levels of most nutrients such as protein (lysine) than that for older pigs. As such, there are various diets on the market, or ones that can be mixed on farms, which are suitable to each class of pig. These diet types usually include starters, growers, sow, and others.

Feed additives are compounds added to premixes, supplements, and complete feeds. They are non-nutritive products used in swine diets to improve the health of pigs and enhance the quality of pork. Swine feed additives help to increase the profitability of pork production. Common feed additives used in pork diets include antimicrobials, antioxidants, emulsifiers, binders, pH control agents, and enzymes.

The phases of pork production that take place on farms to rear pigs ready for the market are called breeding-gestation, farrowing, nursery, and grow-finish. During these phases, the pigs are fed as per their feeding types and requirements. The global swine feed additives market generated a value of $4,419.0 million in 2012 and is expected to grow at a CAGR of 5.5% by 2018.

The swine feed market is dominated by key companies such as CHR. Hansen Holdings A/S (Denmark), Lallemand Inc. (Canada), Novus International Inc.(U.S), Royal DSM N.V. (The Netherlands), BASF (Badishce Anilin und Soda Fabrik) (Germany), Alltech Inc. (U.S), ADM (Archer Daniels Midland Company) (U.S), Charoen Popkhand Foods (Thailand), ABF Plc (Associated British Food) (U.K), Cargill Inc. (U.S). They keep the competition at a moderate pace; however, being a consolidated and rationalized market, individual companies have their competitive advantage in the market when supplying swine feed & additives.

The global swine feed market consumed 212,727.4 KT in 2012 and is anticipated to grow at a CAGR of 3.3% by 2018. The market was led by grower feed with the fastest growing CAGR and market share. The market was led by Asia-Pacific in 2012.

The report focuses on the detailed study of swine feed type and additive in different regions with a thorough analysis of the market players in the industry. The key players covered in this report are CHR. Hansen Holdings A/S (Denmark), Lallemand Inc. (Canada), Novus International Inc.(U.S), Royal DSM N.V. (The Netherlands), BASF (Badishce Anilin und Soda Fabrik) (Germany), Alltech Inc. (U.S), ADM (Archer Daniels Midland Company) (U.S), Charoen Popkhand Foods (Thailand), ABF Plc (Associated British Food) (U.K), Cargill Inc. (U.S). This research report provides a comprehensive analysis of the global swine feed market.

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Table of Contents

1 Introduction

  • 1.1 Objectives
  • 1.2 Report Description
  • 1.3 Stakeholders
  • 1.4 Research Methodology
    • 1.4.1 Markets Covered
    • 1.4.2 Market Size
    • 1.4.3 Secondary Sources
    • 1.4.4 Assumptions Made For The Report
    • 1.4.5 Key Data Validated From Primary & Secondary Sources
    • 1.4.6 Key Questions Answered

2 Executive Summary

3 Market Overview

  • 3.1 Introduction
  • 3.2 Global Swine Feed Market
    • 3.2.1 Classification Of Swine Feed
    • 3.2.1.1 Starter Feed
    • 3.2.1.2 Pig Grower Feed
    • 3.2.1.3 Sow Feed
    • 3.2.1.4 Others
  • 3.3 Global Swine Feed Additives Market
    • 3.3.1 Different Types Of Feed Additives
    • 3.3.1.1 Sensory Feed Additives
    • 3.3.1.2 Nutritional Feed Additives
    • 3.3.1.3 Zootechnical Feed Additives
  • 3.4 Burning Issues
    • 3.4.1 Regulatory Issues Related To Antibiotics
  • 3.5 Winning Imperatives
    • 3.5.1 Pork - A Cheaper Substitute For Beef & Poultry
  • 3.6 Market Dynamics
    • 3.6.1 Drivers
    • 3.6.1.1 Substantial Growth In Pork Production
    • 3.6.1.2 Increasing Concerns Related To Quality Of Pork Meat
    • 3.6.2 Restraints
    • 3.6.2.1 Outbreak Of Pathogenic Diseases
    • 3.6.2.2 Volatility In Feed Prices
    • 3.6.3 Opportunities
    • 3.6.3.1 High Returns On Low Investments
  • 3.7 Porter's Five Forces Analysis
    • 3.7.1 Bargaining Power Of Suppliers
    • 3.7.2 Threat From Substitutes
    • 3.7.3 Threat From New Entrants
    • 3.7.4 Bargaining Power Of Buyers
    • 3.7.5 Degree Of Competition
  • 3.8 Supply Chain Analysis
  • 3.9 Value Chain Analysis
  • 3.10 Swine Feed And Additives Market Share Analysis
    • 3.10.1 Swine Feed Additives Market
  • 3.11 Swine Feed Market Share
    • 3.11.1 Swine Feed Market

4 Premium Insights

  • 4.1 Market Segmentation
  • 4.2 Asia-Pacific: The Prodigious Market
  • 4.3 Pig Grower And Amino Acids - Most Preferred Type
  • 4.4 Pig Grower And Amino Acids - Dominating Market Type Segment
  • 4.5 Asia-Pacific: Market Life Cycle
  • 4.6 China -The Frontrunner In Asia-Pacific Market
  • 4.7 Pig Grower And Amino Acids: Market Dominating Segment In Asia-Pacific

5 Swine Feed Market, By Type

  • 5.1 Introduction
  • 5.2 Starter Feed
  • 5.3 Pig Grower Feed
  • 5.4 Sow Feed
  • 5.5 Others

6 Swine Feed Additives Market, By Type

  • 6.1 Introduction
  • 6.2 Antibiotics
  • 6.3 Vitamins
  • 6.4 Antioxidants
  • 6.5 Amino Acids
  • 6.6 Feed Enzymes
  • 6.7 Feed Acidifiers
  • 6.8 Others

7 Swine Feed And Feed Additives Market, By Geography

  • 7.1 Introduction
  • 7.2 North America
    • 7.2.1 U.S.
    • 7.2.2 Mexico
    • 7.2.3 Canada
  • 7.3 Europe
    • 7.3.1 France
    • 7.3.2 Germany
    • 7.3.3 U.K.
    • 7.3.4 Spain
    • 7.3.5 Italy
    • 7.3.6 Others
  • 7.4 Asia-Pacific
    • 7.4.1 China
    • 7.4.2 Japan
    • 7.4.3 Vietnam
    • 7.4.4 Others
  • 7.5 Latin America
    • 7.5.1 Brazil
    • 7.5.2 Argentina
    • 7.5.3 Others
  • 7.6 Row

8 Competitive Landscape

  • 8.1 Introduction
  • 8.2 Investments & Expansions: Most Preferred Strategic Approach
  • 8.3 Key Market Strategies
  • 8.4 Acquisitions
  • 8.5 Collaborations, Partnerships & Joint Ventures
  • 8.6 New Product Launches
  • 8.7 Investments & Expansions

9 Company Profiles (Company At A Glance, Recent Financials, Products & Services, Strategies & Insights, & Recent Developments)*

  • 9.1 Chr. Hansen Holdings A/S
  • 9.2 Lallemand Inc
  • 9.3 Novus International Inc.
  • 9.4 Royal Dsm N.V.
  • 9.5 BASF
  • 9.6 Alltech Inc.
  • 9.7 Archer Daniels Midland Company (ADM)
  • 9.8 Charoen Popkh and Foods
  • 9.9 ABF Plc
  • 9.10 Cargill Inc.

*Details On Company At A Glance, Recent Financials, Products & Services, Strategies & Insights, & Recent Developments Might Not Be Captured In Case Of Unlisted Companies.

List Of Tables

  • Table 1 Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 2 Swine Feed Market Size, By Type, 2011-2018 (Kt)
  • Table 3 Ingredients Of Swine Starter Diets
  • Table 4 Starter: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 5 Starter: Market Size, By Geography, 2011-2018 (Kt)
  • Table 6 Ingredients Of Pig Grower-Finisher Diets
  • Table 7 Pig Grower: Swine Feed Market Size, By Geography, 2011-2018 ($Million)
  • Table 8 Pig Grower: Market Size, By Geography, 2011-2018 (KT)
  • Table 9 Ingredients Of Sow Diets
  • Table 10 Sow: Swine Feed Market Size, By Geography, 2011-2018 ($Million)
  • Table 11 Sow: Market Size, By Geography, 2011-2018 (Kt)
  • Table 12 Others: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 13 Others: Swine Feed Market Size, By Geography, 2011-2018 (Kt)
  • Table 14 Market Size, By Type, 2011-2018 ($Million)
  • Table 15 Market Size, By Type, 2011-2018 (KT)
  • Table 16 Antibiotics: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 17 Antibiotics: Market Size, By Geography, 2011-2018 (KT)
  • Table 18 Vitamins: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 19 Vitamins: Market Size, By Geography, 2011-2018 (KT)
  • Table 20 Antioxidants: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 21 Antioxidants: Market Size, By Geography, 2011-2018 (KT)
  • Table 22 Amino Acids: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 23 Amino Acids: Market Size, By Geography, 2011-2018 (KT)
  • Table 24 Feed Enzymes: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 25 Feed Enzymes: Market Size, By Geography, 2011-2018 (KT)
  • Table 26 Feed Acidifiers: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 27 Feed Acidifiers: Market Size, By Geography, 2011-2018 (KT)
  • Table 28 Mineral Requirements For Growing Pigs (90 Percent Dry Matter).
  • Table 29 Others: Swine Feed Additives Market Size, By Geography, 2011-2018 ($Million)
  • Table 30 Others: Market Size, By Geography, 2011-2018 (KT)
  • Table 31 Market Size, By Geography, 2011-2018 ($Million)
  • Table 32 Market Size, By Geography, 2011-2018 (KT)
  • Table 33 Market Size, By Geography, 2011-2018 ($Million)
  • Table 34 Market Size, By Geography, 2011-2018 (KT)
  • Table 35 North America: Market Size, By Country, 2011-2018 ($Million)
  • Table 36 North America: Market Size, By Country, 2011-2018 (KT)
  • Table 37 North America: Market Size, By Country, 2011-2018 ($Million)
  • Table 38 North America: Market Size, By Country, 2011-2018 (KT)
  • Table 39 U.S: Market Size, By Type, 2011-2018 ($Million)
  • Table 40 U.S.: Market Size, By Type, 2011-2018 (KT)
  • Table 41 U.S.: Market Size, By Type, 2011-2018 ($Million) Table 42 U.S.: Market Size, By Type, 2011-2018 (Kt)
  • Table 43 Mexico: Market Size, By Type, 2011-2018 ($Million)
  • Table 44 Mexico: Market Size, By Type, 2011-2018 (KT)
  • Table 45 Mexico: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 46 Mexico: Market Size, By Type, 2011-2018 (KT)
  • Table 47 Canada: Market Size, By Type, 2011-2018 ($Million)
  • Table 48 Canada: Market Size, By Type, 2011-2018 (KT)
  • Table 49 Canada: Market Size, By Type, 2011-2018 ($Million)
  • Table 50 Canada: Market Size, By Type, 2011-2018 (KT)
  • Table 51 Europe: Market Size, By Country, 2011-2018 ($Million)
  • Table 52 Europe: Market Size, By Country, 2011-2018 (KT)
  • Table 53 Europe: Swine Feed Additives Market Size, By Country, 2011-2018 ($Million)
  • Table 54 Europe: Market Size, By Country, 2011-2018 (KT)
  • Table 55 France: Market Size, By Type, 2011-2018 ($Million)
  • Table 56 France: Market Size, By Type, 2011-2018 (KT)
  • Table 57 France: Swine Feed Additive Market Size, By Type, 2011-2018 ($Million)
  • Table 58 France: Market Size, By Type, 2011-2018 (KT)
  • Table 59 Germany: Market Size, By Type, 2011-2018 ($Million)
  • Table 60 Germany: Market Size, By Type, 2011-2018 (KT)
  • Table 61 Germany: Market Size, By Type, 2011-2018 ($Million)
  • Table 62 Germany: Swine Feed Additves Market Size, By Type, 2011-2018 (KT)
  • Table 63 U.K: Market Size, By Type, 2011-2018 ($Million)
  • Table 64 U.K.: Market Size, By Type, 2011-2018 (KT)
  • Table 65 U.K.: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 66 U.K.: Market Size, By Type, 2011-2018 (KT)
  • Table 67 Spain: Market Size, By Type, 2011-2018 ($Million)
  • Table 68 Spain: Market Size, By Type, 2011-2018 (KT)
  • Table 69 Spain: Market Size, By Type, 2011-2018 ($Million)
  • Table 70 Spain: Market Size, By Type, 2011-2018 (KT)
  • Table 71 Italy: Market Size, By Type, 2011-2018 ($Million)
  • Table 72 Italy: Market Size, By Type, 2011-2018 (KT)
  • Table 73 Italy: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 74 Italy: Market Size, By Type, 2011-2018 (KT)
  • Table 75 Others: Market Size, By Type, 2011-2018 ($Million)
  • Table 76 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 77 Others: Market Size, By Type, 2011-2018 ($Million)
  • Table 78 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 79 Asia-Pacific: Market Size, By Country, 2011-2018 ($Million)
  • Table 80 Asia-Pacific: Market Size, By Country, 2011-2018 (KT)
  • Table 81 Asia-Pacific: Market Size, By Country, 2011-2018 ($Million)
  • Table 82 Asia-Pacific: Market Size, By Country, 2011-2018 (KT)
  • Table 83 China: Market Size, By Type, 2011-2018 ($Million)
  • Table 84 China: Market Size, By Type, 2011-2018 (KT)
  • Table 85 China: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 86 China: Market Size, By Type, 2011-2018 (KT)
  • Table 87 Japan: Market Size, By Type, 2011-2018 ($Million)
  • Table 88 Japan:Market Size, By Type, 2011-2018 (Kt)
  • Table 89 Japan: Market Size, By Type, 2011-2018 ($Million)
  • Table 90 Japan: Market Size, By Type, 2011-2018 (KT)
  • Table 91 Vietnam: Market Size, By Type, 2011-2018 ($Million)
  • Table 92 Vietnam: Market Size, By Type, 2011-2018 (KT)
  • Table 93 Vietnam: Market Size, By Type, 2011-2018 ($Million)
  • Table 94 Vietnam: Market Size, By Type, 2011-2018 (KT)
  • Table 95 Others: Market Size, By Type, 2011-2018 ($Million)
  • Table 96 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 97 Others: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 98 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 99 Latin America: Market Size, By Country, 2011-2018 ($Million)
  • Table 100 Latin America: Market Size, By Country, 2011-2018 (KT)
  • Table 101 Latin America: Swine Feed Additives Market Size, By Country, 2011-2018 ($Million)
  • Table 102 Latin America: Market Size, By Country, 2011-2018 (KT)
  • Table 103 Brazil: Market Size, By Type, 2011-2018 ($Million)
  • Table 104 Brazil: Market Size, By Type, 2011-2018 (KT)
  • Table 105 Brazil: Market Size, By Type, 2011-2018 ($Million)
  • Table 106 Brazil: Market Size, By Type, 2011-2018 (KT)
  • Table 107 Argentina: Market Size, By Type, 2011-2018 ($Million)
  • Table 108 Argentina: Market Size, By Type, 2011-2018 (KT)
  • Table 109 Argentina: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 110 Argentina: Market Size, By Type, 2011-2018 (KT)
  • Table 111 Others: Market Size, By Type, 2011-2018 ($Million)
  • Table 112 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 113 Others:Market Size, By Type, 2011-2018 ($Million)
  • Table 114 Others: Market Size, By Type, 2011-2018 (KT)
  • Table 115 ROW: Market Size, By Type, 2011-2018 ($Million)
  • Table 116 ROW: Market Size, By Type, 2011-2018 (KT)
  • Table 117 ROW: Swine Feed Additives Market Size, By Type, 2011-2018 ($Million)
  • Table 118 ROW: Market Size, By Type, 2011-2018 (KT)
  • Table 119 Acquisitions, 2009-2013
  • Table 120 Collaborations, Partnerships & Joint Ventures, 2009-2013
  • Table 121 New Product Launches 2009-2013
  • Table 122 Investments & Expansions 2009-2013
  • Table 123 Chr. Hansen: Product & Its Description
  • Table 124 Lallemand Inc.: Products & Their Description
  • Table 125 Novus: Products & Their Description
  • Table 126 Royal DSM: Products & Their Description
  • Table 127 BASF: Products & Their Description
  • Table 128 Alltech: Products & Their Description
  • Table 129 ADM: Products & Their Description
  • Table 130 CP Charoen Popkh and Foods: Products & Their Description
  • Table 131 ABF: Products & Their Description
  • Table 132 Cargill: Products & Their Description

List Of Figures

  • Figure 1 Swine Feed Market Size, By Geography, 2012 ($Million)
  • Figure 2 Swine Feed Additives Market Size, By Geography, 2012 ($Million)
  • Figure 3 Impact Of Drivers On Swine Feed And Swine Feed Additives Market
  • Figure 4 Porter's Five Forces Analysis
  • Figure 5 Supply Chain Analysis
  • Figure 6 Value Chain Analysis
  • Figure 7 Swine Feed Additives: Global Market Share Analysis, By Company, 2012
  • Figure 8 Swine Feed: Market Share Analysis, By Company, 2012
  • Figure 9 Pork Feed Market Segmentation
  • Figure 10 Pork Feed Additives Market Segmentation
  • Figure 11 Pork Feed Market Size, By Geography, 2012-2018 ($Million)
  • Figure 12 Pork Feed Additives Market Size, By Geography, 2012-2018 ($Million)
  • Figure 13 Pork Feed Market Size, By Type, 2012-2018 (KT)
  • Figure 14 Pork Feed Additives Market Size, By Type, 2012-2018 (KT)
  • Figure 15 Pork Feed Market Size, By Type, By Geography, 2012 ($Million)
  • Figure 16 Pork Feed Additives Market Size, By Type, By Geography, 2012 ($Million)
  • Figure 17 Asia-Pacific: Market Life Cycle Of Pork Feed And Pork Feed Additives Market, By Country, 2012
  • Figure 18 Asia-Pacific: Pork Feed Market Size, By Country, 2012-2018 ($Million)
  • Figure 19 Asia-Pacific: Pork Feed Additives Market Size, By Country, 2012-2018 ($Million)
  • Figure 20 Asia-Pacific: Pork Feed Market Size, By Country, 2012-2018 (KT)
  • Figure 21 Asia-Pacific: Pork Feed Additives Market Size, By Country, 2012-2018 (KT)
  • Figure 22 Asia-Pacific: Pork Feed Market Size, By Type, 2012-2018 ($Million)
  • Figure 23 Asia-Pacific: Pork Feed Additives Market Size, By Type, 2012-2018 ($Million)
  • Figure 24 Swine Feed Additives By Type
  • Figure 25 Factors Affecting The Economical Viability Of The Swine Feed Industry
  • Figure 26 Swine Feed Additives Market Share (Volume), By Geography, 2012
  • Figure 27 Swine Feed & Feed Additives Market Developments Share By Growth Strategy, 2009-2013
  • Figure 28 Porkfeed & Feed Additives Market: Developments, 2009-2013
  • Figure 29 Swine Feed & Feed Additives Development Share, By Company, 2009-2013
  • Figure 30 DSM: SWOT Analysis
  • Figure 31 BASF: SWOT Analysis
  • Figure 32 ADM: SWOT Analysis
  • Figure 33 ABF: SWOT Analysis
  • Figure 34 Cargill: SWOT Analysis
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