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Home » AgriTech Market Intelligence » Agricultural Chelates Market Report 2030

Global Agricultural Chelates Investment Opportunities, Trends & Forecast Report | By Chelate Type (EDTA, DTPA, EDDHA, IDHA, Natural/Biodegradable Chelates) | By Crop Type (Row Crops, Fruits & Vegetables, Ornamentals, Others) | By Application Method (Soil Application, Foliar Application, Fertigation) | Innovation Landscape, Key Players & Regional Analysis | By Region, Segment Revenue Estimation, Forecast, 2024–2030

Published On: FEB-2026   |   Base Year: 2024   |   No Of Pages: 190   |   Historical Data: 2019-2023   |   Formats: Interactive Web Dashboard   |   Report ID: PMI-11965075

Agricultural Chelates Market Size (2024–2030): Statistical Snapshot

The Global Agricultural Chelates Market holds a valuation of USD 1.35 billion in 2024 and is projected to reach USD 1.95 billion by 2030, expanding at a CAGR of 6.3%. This growth stems from the rising adoption of precision nutrient management, the expansion of fertigation, the intensification of high-value crops, and the increasing need for enhanced micronutrient bioavailability.

Segment Breakdown

 

By Chelate Type

  • EDTA maintains a leading 36% share (USD 0.49 billion in 2024).

  • DTPA accounts for a 22% share (USD 0.30 billion).

  • EDDHA represents an 18% share (USD 0.24 billion).

  • IDHA holds a 10% share (USD 0.14 billion).

  • Natural/Biodegradable Chelates capture a 14% share (USD 0.19 billion).

By Crop Type

  • Row Crops secure a dominant 42% share (USD 0.57 billion in 2024).

  • Fruits & Vegetables command a 34% share (USD 0.46 billion).

  • Ornamentals comprise a 14% share (USD 0.19 billion).

  • Others account for a 10% share (USD 0.14 billion).

By Application Method

  • Soil Application represents the primary 44% share (USD 0.59 billion in 2024).

  • Foliar Application accounts for a 31% share (USD 0.42 billion).

  • Fertigation holds a 25% share (USD 0.34 billion).

By Region

  • Asia Pacific leads with a 38% share (USD 0.51 billion).

  • Europe maintains a 27% share (USD 0.36 billion).

  • North America represents a 23% share (USD 0.31 billion).

  • Rest of the World contributes a 12% share (USD 0.16 billion).

 

Impact of Micronutrient Bioavailability Efficiency on Agricultural Chelates Market

Operational Benefit:

Chelates improve micronutrient availability by binding metal ions such as iron, zinc, manganese, and copper, reducing nutrient lock-up in alkaline or calcareous soils. USDA technical material highlights that micronutrient deficiencies vary by crop and soil type, including zinc deficiency in corn, manganese deficiency in soybean, and iron deficiency in certain soils, creating a direct need for targeted chelated micronutrient correction. This supports an estimated 11.8% reduction in micronutrient loss events across treated high-pH crop systems and protects nearly USD 0.21 billion of 2024 demand linked to soil-applied and fertigation-based chelates.

 

Efficiency Gain:

Compared with non-chelated micronutrient delivery, chelated formulations are estimated to improve micronutrient uptake efficiency by 14.6%–18.3% in high-value fruits, vegetables, and row crops where pH imbalance limits nutrient solubility. FAO plant nutrition guidance identifies balanced nutrient management as essential for improving crop productivity and nutrient-use efficiency, supporting the technical relevance of chelates in precision fertilization programs.

 

Strategic Implication:

Micronutrient bioavailability efficiency is projected to contribute approximately USD 0.34 billion in incremental market value by 2030, mainly through EDTA, DTPA, and EDDHA adoption in row crops, horticulture, and fertigation systems. USDA ARS also notes that micronutrient fertilizers often use chelating agents to deliver elements such as iron, manganese, copper, and zinc, reinforcing the role of chelates as functional nutrient carriers rather than generic fertilizer additives.

 

Fertigation-Based Chelate Delivery Amplifying Market Growth

Market Share / Adoption:

Fertigation accounts for 25% of the Agricultural Chelates Market in 2024, equal to USD 0.34 billion, and is projected to reach nearly USD 0.53 billion by 2030 as drip irrigation, protected cultivation, and soluble micronutrient programs expand in high-value cropping systems.

 

Operational / Financial Impact:

Fertigation amplifies the Section 2 bioavailability metric because chelated micronutrients can be delivered in smaller, more frequent doses near the root zone. This reduces nutrient precipitation risk, improves dosing precision, and is estimated to lower corrective micronutrient reapplication costs by 9.4%–12.1%, equal to approximately USD 42–58 per treated hectare in intensive fruit and vegetable systems.

 

Policy / Industrial Driver:

USDA organic micronutrient guidance requires soil deficiency to be documented before certain micronutrient inputs are used, which strengthens demand for test-based nutrient correction rather than blanket application. This favors chelated products where growers need traceable, targeted delivery of zinc, iron, manganese, and related micronutrients.

 

Market Deep Dive

Agricultural chelates are specialty chemicals designed to improve micronutrient uptake in plants by preventing the precipitation or immobilization of essential metals in the soil. At its core, the market for agricultural chelates is about bridging the yield gap—making sure crops receive a consistent and bioavailable supply of nutrients, even in challenging soils. Between 2024 and 2030, the relevance of chelates is growing, driven by a perfect storm of climate volatility, declining soil fertility, and the push toward sustainable, resource-efficient agriculture.

 

Intense cropping cycles, expansion of high-value fruits and vegetables, and the move to precision agriculture are reshaping how fertilizers are selected worldwide. As farmers push for both quality and yield, they’re seeking out products that can unlock nutrient efficiency and reduce environmental runoff—two areas where chelates show a clear edge. There’s also a regulatory angle here: Many governments are tightening standards on nutrient emissions, prompting growers and fertilizer suppliers to adopt chelated formulations to comply with stricter rules on leaching and pollution.

 

Tech innovation plays a huge role too. Newer generations of chelates are being engineered for improved stability, compatibility with drip and foliar delivery, and targeted nutrient release. Digital soil analysis and real-time plant monitoring are making it easier for growers to pinpoint deficiencies and address them with precision applications—something that’s rapidly expanding the addressable market for chelates, especially in Asia and Latin America.

 

Stakeholders in this market cover a wide range—from original equipment manufacturers (OEMs) producing the chelating agents, to agri -input companies blending them into specialty fertilizers, to large growers, horticulture operators, and even government extension agencies. Investors are taking note as well, attracted by the recurring demand cycle and the market’s alignment with big-picture trends like food security and environmental compliance.

 

Market Segmentation And Forecast Scope

The Agricultural Chelates Market is best understood through four main segmentation axes: by type of chelate, crop type, application method, and region. This structure reflects how the market is being shaped both by technical factors (like chelate chemistry) and by practical, on-farm decision-making.

  • By Chelate Type
    The industry’s core is made up of synthetic chelates—most notably EDTA, DTPA, and EDDHA—which account for over 60% of sales in 2024. These are the workhorses: highly effective at binding micronutrients such as iron, zinc, and manganese, especially in soils with pH extremes. Newer, biodegradable and naturally derived chelates are gaining traction as sustainability concerns grow, but they still hold a smaller share. The fastest growth is expected in EDDHA chelates, particularly for high-value crops in alkaline soils.

  • By Crop Type
    Row crops—like corn, wheat, and soybeans—still make up the bulk of usage by acreage, but horticultural and specialty crops (fruits, vegetables, ornamentals) are where chelates make the biggest impact per hectare. In 2024, specialty crops account for about 42% of total market value — a figure that’s rising as precision agriculture spreads to more farms. These growers are more likely to use drip or foliar application and can justify premium input costs for higher quality and yield.

  • By Application Method
    The delivery of chelates is evolving. Traditionally, soil application has been the norm, especially in broad-acre farming. Now, foliar sprays and fertigation (application via irrigation) are rapidly gaining market share, as they allow for more targeted and efficient nutrient use. Foliar application is expected to show the fastest CAGR through 2030, driven by demand from intensive fruit and vegetable production in water-scarce regions.

  • By Region
    North America and Europe currently dominate demand, reflecting high adoption of advanced crop nutrition and strict nutrient management rules. Asia Pacific, however, is by far the fastest-growing regional market, propelled by rising awareness, government-led soil health programs, and the explosive growth of greenhouse horticulture in China and India. Latin America is another hot spot, especially in Brazil, where poor soils and large-scale farming create a perfect scenario for chelate adoption.

 

Market Trends And Innovation Landscape

Innovation is now central to the trajectory of the Agricultural Chelates Market. While chelates themselves aren’t new, the ways they’re engineered, delivered, and adopted are changing at a fast pace—reshaping both how growers use them and how input companies position them in their portfolios.

 

R&D in chelate chemistry is accelerating. Manufacturers are shifting beyond traditional EDTA and DTPA formulations to develop more crop-specific, pH-stable, and environmentally friendly options. Biodegradable chelates made from natural amino acids and organic acids are drawing attention, especially in the EU, where regulatory pressure is pushing for lower chemical residues and improved environmental profiles. Several companies are investing in next-gen molecules that can hold up in high-alkalinity soils, unlocking new markets in arid and semi-arid regions.

 

Application technology is another front for innovation. Precision agriculture platforms now allow chelate use to be tightly targeted—integrated with satellite imagery, soil sensors, and automated fertigation systems. This digital linkage is enabling “just-in-time” micronutrient dosing, reducing waste and maximizing the yield boost from each input dollar. Foliar sprays have become more sophisticated too, with formulations engineered for faster absorption and longer leaf retention, minimizing leaching or wash-off.

 

Partnerships and pipeline announcements are picking up steam. Big ag-chem players are signing strategic agreements with biotech startups to co-develop chelates that can be bundled with biologicals or integrated into smart fertilizer blends. Some of these partnerships are focused on proprietary delivery systems that increase nutrient use efficiency— a critical advantage in markets where fertilizer subsidies are being phased out.

 

Mergers and acquisitions are ramping up, as well. Several recent deals involved established chelate producers acquiring smaller, specialty firms to broaden their offerings in sustainable or organic-compliant chelates. There’s a real focus on bringing these premium products to scale, especially as demand for residue-free food grows in developed markets.

 

Competitive Intelligence And Benchmarking

The competitive landscape in the Agricultural Chelates Market is evolving quickly. This is not just a contest of price, but a contest of chemistry, innovation, and distribution reach. While there are several prominent global and regional players, only a few have the technical depth, regulatory agility, and brand equity to drive large-scale adoption.

 

AkzoNobel stands as a major supplier of synthetic chelates, leveraging decades of chemical manufacturing expertise and global logistics. The company’s edge comes from its integrated value chain—owning everything from basic raw material sourcing to formulation and supply. AkzoNobel has focused its strategy on broad-spectrum product lines, regulatory compliance in Europe and North America, and consistent performance in variable soil types.

 

BASF is known for its broad agrochemical portfolio, but in chelates, it’s pushing hard on innovation—investing in R&D partnerships and field trials to create proprietary blends. BASF’s reach is especially strong in Latin America and Europe, and its ability to bundle chelates with other crop protection products makes it a one-stop-shop for many large-scale farmers and distributors.

 

Syngenta brings deep agronomy expertise to the table. Its competitive strength is in positioning chelates within integrated crop management programs—helping growers match nutrient strategies to specific crop and soil challenges. Syngenta is also active in partnerships with agtech startups, working on digitally enabled nutrient recommendations that incorporate chelate use for precision farming.

 

Haifa Group is a key player in the specialty fertilizer segment, with a strong focus on water-soluble chelates for high-value horticulture. The company’s flexible manufacturing and distribution allow it to serve both mature and emerging markets. Haifa’s strategy is to target intensive crop producers—like greenhouse and orchard operators—who are willing to pay a premium for quality and yield consistency.

 

Valagro is carving out a niche in bio-based and specialty chelates. With a pipeline rooted in sustainable solutions, Valagro appeals to a segment of the market that’s rapidly growing: organic producers and those in regions with tight environmental regulation. The company’s recent investments in biostimulants and proprietary extraction technologies position it well for future growth.

 

Aries Agro and Nufarm are notable regional players. Aries has built a strong brand in India and parts of Southeast Asia, where micronutrient deficiencies are widespread and government programs encourage chelate adoption. Nufarm, based in Australia, leverages its regional supply network to serve both commodity and specialty crop producers, often customizing blends for unique soil profiles.

 

Across the board, product differentiation is becoming sharper—not just in chemistry, but in technical support, sustainability claims, and digital integration. Companies are competing to be seen not only as suppliers but as partners in crop performance.

 

Regional Landscape And Adoption Outlook

Regional dynamics are shaping the growth curve for the Agricultural Chelates Market in ways that are both subtle and dramatic. What drives adoption in one region may be entirely different from what fuels growth elsewhere—making local context a critical factor for both suppliers and investors.

 

North America remains a powerhouse, driven by widespread adoption of advanced agronomy, regulatory oversight, and the early use of precision farming. Here, chelates are most common in specialty crop production—think vineyards, orchards, and greenhouse vegetables. There’s a mature distribution network and strong technical support, allowing rapid uptake of new chelate formulations. The region’s regulatory landscape, particularly around nutrient runoff and groundwater safety, further incentivizes growers to switch to chelated micronutrients, especially in high-value or sensitive cropping systems.

 

Europe presents a similar story but with a stronger tilt toward environmental regulation and sustainability. The European Union’s push for lower chemical residues and sustainable intensification has made biodegradable and organic-compliant chelates especially attractive. Countries like Spain, Italy, and the Netherlands are early adopters, given their concentration of protected horticulture and export-oriented specialty crops. Eastern Europe is starting to catch up, largely thanks to EU-backed soil health programs and rising awareness among medium-scale producers.

 

Asia Pacific is the region to watch for future growth. Rapid population increases, ongoing urbanization, and government initiatives to improve food security are accelerating the adoption of modern inputs—including chelates. China and India dominate in both volume and potential. In China, greenhouse and fruit production are booming, while Indian growers face persistent micronutrient deficiencies in many soils. The adoption curve is steep, helped by educational outreach and increasing availability of water-soluble and foliar products.

 

Latin America offers a blend of opportunity and challenge. Brazil, in particular, is a hotbed for chelate use, mainly due to naturally poor soils and massive farm scale. Adoption here is closely tied to the country’s global leadership in soybean, corn, and coffee production. Other countries, such as Argentina and Chile, are seeing growth in chelate use in export-oriented fruits and wine grapes. Supply chain limitations and price sensitivity remain hurdles, but as large farms professionalize, the market outlook brightens.

 

Middle East and Africa (MEA) are relatively underpenetrated but beginning to show momentum. In the Middle East, intensive horticulture in controlled environments (like hydroponics in the UAE and Saudi Arabia) is driving a small but fast-growing market for chelates. In Africa, nutrient-poor soils and the need for yield gains present a big theoretical market, but cost barriers, distribution gaps, and limited agronomic support have kept adoption rates modest so far.

 

One thread across all regions is that chelate adoption accelerates where technical support, education, and government incentives are present. Regions with strong extension services or active input dealers see much faster uptake than those where farmers are left to navigate the options alone.

 

End-User Dynamics And Use Case

Understanding end-user behavior is at the heart of how the Agricultural Chelates Market evolves. Farmers, agronomists, and large growers aren’t just buying on price—they’re buying on proof, risk reduction, and real yield returns. How these groups interact with chelate suppliers, and how they use the products, says a lot about where the market is headed.

 

Large-scale growers and agribusinesses—especially those managing high-value crops— are the most advanced adopters. These users rely on frequent soil and tissue analysis, digital crop monitoring, and data-driven decision making. For them, chelates are often integrated into broader fertility management programs. They appreciate customized nutrient blends, advice from crop consultants, and are quick to try new application methods like fertigation or precision foliar sprays.

 

Mid-sized and smallholder farmers make up a bigger share of total volume, especially in emerging markets. For these users, chelates are a newer concept. Adoption is driven by visible proof—side-by-side field trials, demo plots, and trusted local input dealers. Extension agents and government-backed programs play a key role in educating and supporting these growers. Price sensitivity remains an obstacle, so smaller pack sizes and bundled offers (chelate plus crop protection or biostimulants) can help tip the balance.

 

Input retailers and cooperatives act as critical influencers. In many regions, the credibility and technical advice of a local dealer can outweigh any global marketing campaign. These retailers provide direct education, troubleshooting, and sometimes even on-farm visits—making them key partners for companies aiming to expand market share.

 

Use Case Scenario:
A citrus orchard in Spain had been battling recurring micronutrient deficiencies that led to yellowing leaves and uneven fruit sizing, despite routine fertilizer use. After consulting with an agronomist, the grower switched to a chelated iron and zinc blend delivered via fertigation. Within a single growing season, the orchard saw a marked improvement: leaves regained a healthy green, and fruit uniformity increased, translating to a higher percentage of grade-A export quality. The grower shared data with neighboring farms, and within two years, chelate adoption had doubled across the region—demonstrating how local success and peer networks accelerate market penetration.

 

Recent Developments + Opportunities & Restraints

Recent Developments (Last 2 Years)

  • Several leading chelate manufacturers have launched biodegradable and organic-compliant chelates tailored for sustainable and residue-sensitive markets.

  • Technology firms are collaborating with agri -input suppliers to roll out digital soil analysis platforms that recommend site-specific chelate applications, increasing the precision and efficiency of micronutrient use.

  • Companies are expanding their product portfolios by introducing chelates compatible with fertigation and advanced foliar delivery systems, addressing the growing demand from intensive horticulture.

  • Strategic partnerships and regional expansions are ramping up, especially in Asia Pacific and Latin America, where local manufacturing plants and distribution alliances have been announced to better serve emerging markets.

  • Ongoing investments in R&D are focused on developing chelates for specific soil and climate challenges, such as those found in high-pH or saline soils.

 

Opportunities

  • Rising demand for sustainable agriculture inputs is creating space for next-generation, eco-friendly chelates with improved biodegradability and compatibility with organic production systems.

  • Rapid growth of high-value fruit and vegetable farming, especially in emerging economies, is boosting the need for premium micronutrient management solutions.

  • Integration of digital agtech, such as remote soil diagnostics and precision fertigation systems, is opening new frontiers for data-driven chelate applications.

 

Restraints

  • High price sensitivity among small and mid-sized growers limits broad adoption, particularly in regions with less government support or market incentives.

  • Lack of agronomic education and awareness in certain markets creates barriers to uptake, as many farmers remain unfamiliar with the benefits of chelated micronutrients.

  • Stringent regulatory standards in some regions add complexity and cost to product registration and commercialization, especially for synthetic or newer chelate molecules.

 

7.1. Report Coverage Table

Report Attribute

Details

Forecast Period

2024 – 2030

Market Size Value in 2024

USD 1.35 Billion

Revenue Forecast in 2030

USD 1.95 Billion

Overall Growth Rate

CAGR of 6.3% (2024 – 2030)

Base Year for Estimation

2024

Historical Data

2019 – 2023

Unit

USD Million, CAGR (2024 – 2030)

Segmentation

By Chelate Type, By Crop Type, By Application Method, By Region

By Chelate Type

EDTA, DTPA, EDDHA, IDHA, Natural/Biodegradable Chelates

By Crop Type

Row Crops, Fruits & Vegetables, Ornamentals, Others

By Application Method

Soil Application, Foliar Application, Fertigation

By Region

North America, Europe, Asia-Pacific, Latin America, Middle East & Africa

Country Scope

U.S., Canada, Germany, France, U.K., China, India, Brazil, Australia, South Africa, Others

Market Drivers

- Demand for sustainable and efficient crop nutrition

- Expansion of high-value crop cultivation

- Regulatory focus on nutrient management and runoff reduction

Customization Option

Available upon request

Table of Contents – Global Agricultural Chelates Market Report (2024–2030)

Executive Summary

  • Market Overview

  • Market Attractiveness by Chelate Type, Crop Type, Application Method, and Region

  • Strategic Insights from Key Executives (CXO Perspective)

  • Historical Market Size and Future Projections (2019–2030)

  • Summary of Market Segmentation by Chelate Type, Crop Type, Application Method, and Region

Market Share Analysis

  • Leading Players by Revenue and Market Share

  • Market Share Analysis by Chelate Type, Crop Type, and Application Method

Investment Opportunities in the Agricultural Chelates Market

  • Key Developments and Innovations

  • Mergers, Acquisitions, and Strategic Partnerships

  • High-Growth Segments for Investment

Market Introduction

  • Definition and Scope of the Study

  • Market Structure and Key Findings

  • Overview of Top Investment Pockets

Research Methodology

  • Research Process Overview

  • Primary and Secondary Research Approaches

  • Market Size Estimation and Forecasting Techniques

Market Dynamics

  • Key Market Drivers

  • Challenges and Restraints Impacting Growth

  • Emerging Opportunities for Stakeholders

  • Impact of Regulatory and Technological Factors

  • Environmental and Sustainability Considerations

Global Agricultural Chelates Market Analysis

  • Historical Market Size and Volume (2019–2023)

  • Market Size and Volume Forecasts (2024–2030)

  • Market Analysis by Chelate Type:

    • EDTA

    • DTPA

    • EDDHA

    • IDHA

    • Natural/Biodegradable Chelates

  • Market Analysis by Crop Type:

    • Row Crops

    • Fruits & Vegetables

    • Ornamentals

    • Others

  • Market Analysis by Application Method:

    • Soil Application

    • Foliar Application

    • Fertigation

  • Market Analysis by Region:

    • North America

    • Europe

    • Asia Pacific

    • Latin America

    • Middle East & Africa

Regional Market Analysis

  • North America Agricultural Chelates Market Analysis

    • Historical Market Size and Volume (2019–2023)

    • Market Size and Volume Forecasts (2024–2030)

    • Market Analysis by Chelate Type, Crop Type, and Application Method

    • Country-Level Breakdown

      • United States

      • Canada

      • Mexico

  • Europe Agricultural Chelates Market Analysis

    • Historical Market Size and Volume (2019–2023)

    • Market Size and Volume Forecasts (2024–2030)

    • Market Analysis by Chelate Type, Crop Type, and Application Method

    • Country-Level Breakdown

      • Germany

      • France

      • United Kingdom

      • Italy

      • Rest of Europe

  • Asia Pacific Agricultural Chelates Market Analysis

    • Historical Market Size and Volume (2019–2023)

    • Market Size and Volume Forecasts (2024–2030)

    • Market Analysis by Chelate Type, Crop Type, and Application Method

    • Country-Level Breakdown

      • China

      • India

      • Japan

      • Australia

      • Rest of Asia Pacific

  • Latin America Agricultural Chelates Market Analysis

    • Historical Market Size and Volume (2019–2023)

    • Market Size and Volume Forecasts (2024–2030)

    • Market Analysis by Chelate Type, Crop Type, and Application Method

    • Country-Level Breakdown

      • Brazil

      • Argentina

      • Chile

      • Rest of Latin America

  • Middle East & Africa Agricultural Chelates Market Analysis

    • Historical Market Size and Volume (2019–2023)

    • Market Size and Volume Forecasts (2024–2030)

    • Market Analysis by Chelate Type, Crop Type, and Application Method

    • Country-Level Breakdown

      • South Africa

      • Saudi Arabia

      • UAE

      • Rest of Middle East & Africa

Competitive Intelligence and Benchmarking

  • Leading Key Players:

    • AkzoNobel

    • BASF

    • Syngenta

    • Haifa Group

    • Valagro

    • Aries Agro

    • Nufarm

  • Competitive Landscape and Strategic Insights

  • Benchmarking Based on Product Offerings, Technology, and Innovation

Appendix

  • Abbreviations and Terminologies Used in the Report

  • References and Sources

List of Tables

  • Market Size by Chelate Type, Crop Type, Application Method, and Region (2024–2030)

  • Regional Market Breakdown by Segment Type (2024–2030)

List of Figures

  • Market Drivers, Challenges, and Opportunities

  • Regional Market Snapshot

  • Competitive Landscape by Market Share

  • Growth Strategies Adopted by Key Players

  • Market Share by Chelate Type, Crop Type, and Application Method (2024 vs. 2030)

Q1: How big is the agricultural chelates market?
A1: The global agricultural chelates market is valued at USD 1.35 billion in 2024.

Q2: What is the CAGR for the agricultural chelates market during the forecast period?
A2: The market is growing at a CAGR of 6.3% from 2024 to 2030.

Q3: Who are the major players in the agricultural chelates market?
A3: Key companies include AkzoNobel, BASF, Syngenta, Haifa Group, Valagro, Aries Agro, and Nufarm.

Q4: Which chelate type dominates the Agricultural Chelates Market?
A4:
EDTA chelates dominate the market, mainly due to their wide compatibility and strong micronutrient stabilization properties.

Q5: What factors are driving growth in the agricultural chelates market?
A5: Growth is propelled by demand for sustainable farming, expansion in high-value crops, and rising regulatory focus on nutrient efficiency.

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