The global rotating sprinkler market is estimated at USD 1.43B in 2025 and is projected to reach USD 2.1B by 2033, under our base case CAGR assumption of 5.2%. Accelerating water-stress conditions across irrigated cereal and vegetable belts, particularly under La Niña-disrupted monsoon patterns, represent the single mo The rotating sprinkler market, as of the 2025 base year, encompasses gear-driven rotors, impact sprinklers, and multi-stream rotating heads deployed across agricultural field crops, horticultural applications, and managed turf systems.
Market Size (2025)
USD 1.43 Billion
Projected (2033)
USD 2.1 Billion
CAGR
5.2%
Published
May 2026
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The Rotating Sprinkler Market is valued at USD 1.43 Billion and is projected to grow at a CAGR of 5.2% during 2026 - 2033. Asia Pacific holds the largest regional share.
Study Period
2019 - 2033
Market Size (2025)
USD 1.43 Billion
CAGR (2026 - 2033)
5.2%
Largest Market
Asia Pacific
Fastest Growing
Asia Pacific
Market Concentration
Medium
*Disclaimer: Major Players sorted in no particular order
Source: Claritas Intelligence — Primary & Secondary Research, 2026. All market size figures in USD unless otherwise stated.
Global Rotating Sprinkler market valued at USD 1.43 Billion in 2025, projected to reach USD 2.1 Billion by 2033 at 5.2% CAGR
Key growth driver: Expanding Irrigated Area Under Climate-Stress Conditions (High, +9% CAGR impact)
Asia Pacific holds the largest market share, while Asia Pacific is the fastest-growing region
AI Impact: The most commercially mature AI application in the rotating sprinkler ecosystem is precision irrigation scheduling through the fusion of soil-moisture sensor readings with ECMWF/IMD ensemble weather model outputs and machine-learning-derived crop evapotranspiration (ET) estimates. Commercial deployments by Lindsay's FieldNET Advisor, Netafim's NetBeat, and third-party agtech platforms such as CropX demonstrate documented water-use reductions of 15–30% versus calendar-based pivot scheduling, with corresponding yield improvements from the elimination of both deficit and excess water-application stress events.
15 leading companies profiled including The Toro Company, Rain Bird Corporation, Hunter Industries Incorporated and 12 more
The most commercially mature AI application in the rotating sprinkler ecosystem is precision irrigation scheduling through the fusion of soil-moisture sensor readings with ECMWF/IMD ensemble weather model outputs and machine-learning-derived crop evapotranspiration (ET) estimates. Commercial deployments by Lindsay's FieldNET Advisor, Netafim's NetBeat, and third-party agtech platforms such as CropX demonstrate documented water-use reductions of 15–30% versus calendar-based pivot scheduling, with corresponding yield improvements from the elimination of both deficit and excess water-application stress events. At the hardware level, this technology integration is shifting per-system revenue composition: a center-pivot installation that previously generated USD 1,200–1,800 in rotating sprinkler head hardware value now typically bundles USD 800–1,500 in smart-controller, flow-meter, and sensor hardware, roughly doubling the digital revenue component of each system sold (Claritas model).
Satellite multispectral analysis for in-season canopy-stress detection represents the next-order AI layer. NDVI and NDRE index time-series analysis, now available at 3-meter spatial resolution via commercial satellite constellations including Planet Labs SuperDoves and Maxar WorldView-3, enables the identification of sub-field water-deficit stress zones within a single pivot circle before visible wilting symptoms appear. Variable-rate irrigation (VRI) center-pivot systems can ingest these prescription maps and modulate individual sector valve output on rotating sprinkler spans to concentrate water application precisely on deficit zones, reducing total applied volume while eliminating the spatial yield penalty of uniform-rate application on heterogeneous soils. This technology is commercially deployed across approximately 8–12% of US VRI-capable pivots as of 2025 (Claritas model), with faster penetration projected in Australia's Murray-Darling zone and Brazilian Cerrado where water entitlement frameworks create an explicit economic reward for documented volume reduction.
Computer vision-based smartphone diagnostics for crop disease and irrigation-stress pattern identification are an emerging but not yet market-moving AI application in the rotating sprinkler context. Apps such as Plantix (Peat GmbH, acquired by BASF) and ICRISAT's AI Sowing App integrate soil-moisture and weather data with visual crop stress classification to generate irrigation timing recommendations for smallholder farmers in India and Sub-Saharan Africa. The relevance to the rotating sprinkler market is indirect: as digital advisory adoption among 2–10 ha farmers in India increases, confidence in data-driven irrigation management rises, incrementally improving the adoption economics for metered rotating sprinkler systems over traditional flood irrigation.
The rotating sprinkler market, as of the 2025 base year, encompasses gear-driven rotors, impact sprinklers, and multi-stream rotating heads deployed across agricultural field crops, horticultural applications, and managed turf systems. Our model anchors total 2025 market size at USD 1.43B, derived from a bottom-up input-intensity analysis applied across irrigated hectarage data from FAO AQUASTAT and regional subsidy program disclosures (Claritas model). The market grew modestly through the 2019–2022 period, disrupted by COVID-era supply-chain dislocations and container-freight inflation, before recovering in 2023–2024 on the back of government-sponsored micro-irrigation expansion in India, Brazil, and the MENA region.
Deere & Company's total revenue declined from USD 61.25B in FY2023 to USD 45.68B in FY2025 (edgar:DE-10K-2023; edgar:DE-10K-2025), a contraction of approximately 25% that reflects the cyclical unwinding of the 2021–2022 farm-equipment supercycle. This matters for the rotating sprinkler market because large-scale center-pivot and linear-move irrigation systems are often co-purchased or co-financed with broader precision agriculture capital expenditure programs; when farmer operating margins compress on lower commodity prices, discretionary irrigation upgrades are deferred first. The Toro Company, by contrast, showed relative revenue stability: USD 4.55B in FY2023, USD 4.58B in FY2024, and USD 4.51B in FY2025 (edgar:TTC-10K-2023; edgar:TTC-10K-2024; edgar:TTC-10K-2025), suggesting that its more diversified exposure across residential, sports-turf, and contractor channels partially insulated it from pure-play agricultural capital-cycle headwinds.
The contrarian read here deserves serious attention: most sell-side forecasts treat Asia Pacific smallholder irrigation expansion as a near-certain volume engine, but the penetration economics are materially constrained by fragmented landholding. In India, where the average operational holding is below 1.1 ha (USDA NASS equivalent: MOSPI 2021 Agriculture Census), smallholders face prohibitive per-unit economics for gear-driven rotor systems relative to surface flooding or drip tape, despite PMKSY subsidy coverage. The real volume opportunity in Asia Pacific is concentrated among medium-sized holdings of 2–10 ha in Maharashtra, Karnataka, and Punjab, not in the sub-2-ha segment that headline 'smallholder irrigation' narratives foreground. Models that conflate total smallholder irrigated area with addressable sprinkler TAM risk overestimating India's near-term demand by a factor of two.
Water-use efficiency regulation is emerging as a structural demand accelerant across multiple geographies simultaneously. The EU Water Framework Directive's 2027 compliance deadlines, California's Sustainable Groundwater Management Act (SGMA) adjudications, and Israel's ongoing groundwater abstraction quotas are collectively pushing irrigators toward precision application systems that can demonstrate auditability. Rotating sprinklers with built-in flow metering, when connected to farm management information systems (FMIS), satisfy this audit requirement in ways that flood irrigation cannot. This regulatory pull is particularly significant for the Fruits & Vegetables segment, where per-hectare input intensity is high enough to justify the incremental capital cost of metered rotary heads.
On the supply side, the market is shaped by three distinct manufacturing tiers: global OEMs with vertically integrated polymer and brass component manufacturing (Rain Bird, Hunter Industries, Toro), regional assemblers who source nozzle inserts and drive mechanisms from Taiwanese and Chinese tier-2 suppliers, and a long tail of domestic manufacturers in India, China, and Brazil whose products serve government subsidy tender channels at price points 30–50% below OEM list price. This tiering is not merely a price-segmentation story; it has material quality-dispersion implications, as low-cost domestic products frequently underperform on distribution uniformity coefficient (DUC) metrics, leading to over-application in zones closest to the head and yield penalties from waterlogging in poorly designed layouts.
| Year | Market Size (USD Billion) | Period |
|---|---|---|
| 2025 | $1.43B | Base Year |
| 2026 | $1.50B | Forecast |
| 2027 | $1.58B | Forecast |
| 2028 | $1.66B | Forecast |
| 2029 | $1.75B | Forecast |
| 2030 | $1.84B | Forecast |
| 2031 | $1.94B | Forecast |
| 2032 | $2.04B | Forecast |
| 2033 | $2.15B | Forecast |
Source: Claritas Intelligence — Primary & Secondary Research, 2026. All market size figures in USD unless otherwise stated.
Base Year: 2025ENSO variability — including the 2022–2023 triple-dip La Niña event and subsequent El Niño transition — has materially increased precipitation unreliability across key agricultural belts in South Asia, the Americas, and Sub-Saharan Africa. Farmers facing yield loss from erratic rainfall are investing in supplemental irrigation as a yield-stabilization tool. Climate risk-adjusted yield forecasting models show irrigated maize yielding 35–50% more than rainfed equivalents under moderate drought stress (Claritas model).
India's PMKSY, with a total outlay of approximately INR 93,068 crore under the 2021–2026 program period, is the world's largest national micro-irrigation subsidy program and a primary structural demand driver for rotating sprinkler hardware in Asia Pacific. Brazil's Pronaf rural credit and Israel's Ministry of Agriculture irrigation modernization grants provide analogous financial incentives in their respective markets.
California SGMA adjudications, EU Water Framework Directive 2027 compliance deadlines, and MENA groundwater abstraction controls are collectively mandating documented water-use efficiency improvements across hundreds of millions of irrigated hectares. Rotating sprinkler systems with metering and smart-controller integration provide the audit trail required for regulatory compliance, creating a demand pull that is distinct from pure agronomic ROI calculations.
Soil-moisture sensor networks fused with ECMWF/IMD ensemble weather model outputs and machine-learning-based crop evapotranspiration models are enabling real-time, site-specific irrigation scheduling that delivers 15–30% water-use reduction versus calendar-based approaches (Claritas model). This technology layer increases the per-system revenue captured by OEMs and agtech providers, improving market value even when unit volume growth is moderate.
FAO AQUASTAT data indicate that irrigated agricultural area in sub-Saharan Africa and South Asia grew at approximately 1.8% and 1.2% per year respectively over 2015–2022 (Claritas model). As kharif and rabi season cropping intensity expands and MSP-supported procurement creates farmer investment confidence in India, the total addressable area for supplemental rotating sprinkler systems widens incrementally each season.
Voluntary carbon markets and ecosystem service payment programs are beginning to credit precision water management as a co-practice within regenerative and climate-smart agriculture bundles. While no major Verra or Gold Standard methodology currently issues standalone carbon credits for irrigation efficiency improvements, the trajectory of CBD Nagoya Protocol-linked payments for ecosystem services suggests this may change within the forecast period.
The cyclical unwinding visible across major machinery OEMs — Deere revenue declined from USD 61.25B in FY2023 to USD 45.68B in FY2025 (edgar:DE-10K-2023; edgar:DE-10K-2025), and AGCO from USD 14.41B to USD 10.08B over the same period (edgar:AGCO-10K-2023; edgar:AGCO-10K-2025) — reflects lower commodity-price-driven farmer margins that compress discretionary capital expenditure on irrigation system upgrades. New center-pivot installations, which carry rotating sprinkler head demand with them, are the first line item deferred in a down farm-income cycle.
In the Ogallala Aquifer zone of the US High Plains, saturated thickness has declined by 30–70% in parts of Kansas, Texas, and Nebraska (USGS data, various years), to the point where some center-pivot systems are being permanently retired as groundwater access becomes uneconomic. This is the market's most underappreciated structural restraint: water scarcity drives hardware upgrades in water-abundant regions but eliminates the addressable market entirely in the most severely depleted aquifer zones.
In high-value horticultural crops and subsidy programs specifically targeting water-use efficiency improvement, drip and subsurface drip irrigation (SDI) systems increasingly compete for the same government subsidy rupee or dollar as overhead rotating sprinklers. Under PMKSY, drip systems receive higher per-hectare subsidy rates in certain states than sprinkler systems for specified crops, creating a structural tilt in the competitive dynamic that could modestly constrain sprinkler share growth in India.
The average operational holding below 1.1 ha in India structurally limits the per-farm capital justification for gear-drive rotor systems relative to simple portable aluminum pipe and impact sprinkler alternatives. Until consolidation or cooperative pooling mechanisms increase effective farm unit size in sub-2-ha smallholder belts, this cohort's contribution to premium-hardware revenue will remain well below its demographic weight in the irrigated-area statistics.
Black Sea grain trade disruption since February 2022 has elevated global wheat and sunflower prices, which initially improved irrigating farmer margins but has subsequently contributed to input cost inflation across NPK fertilizers (urea, DAP, MOP) and energy, squeezing net farm income. Elevated farm-input costs reduce the residual capital available for irrigation hardware investment, particularly among small and medium operators in import-dependent geographies.
Water-use restrictions in US western states, EU Water Framework Directive zone municipalities, and GCC urban authorities are permanently reducing the addressable market for turf and landscape rotating sprinkler applications. California's permanent water-use efficiency regulations (effective 2024 under the California Water Boards' urban water use objectives) have structurally shifted local government and HOA irrigation procurement away from conventional rotor systems toward moisture-sensor-limited or drip-only alternatives. This segment, routinely conflated with agricultural irrigation demand in top-down market models, is a material drag on non-agricultural rotating sprinkler volumes.
The most quantitatively significant whitespace opportunity within the forecast period sits at the intersection of medium-farm Asia Pacific adoption and government subsidy program execution velocity. Under our base case, India's PMKSY PDMC component targets 10 million incremental hectares of micro-irrigation coverage through 2026; as of March 2024, cumulative coverage was approximately 7.2 million ha, implying a 2.8-million-ha installation backlog (Claritas model, PMKSY Progress Reports). At an average installed sprinkler system cost of approximately USD 280–350 per hectare for medium-farm vegetable and oilseed applications, this backlog represents a near-term addressable hardware opportunity of USD 784M–980M in India alone, though the timeline for converting that backlog to revenue depends on state government budget release rates and vendor empanelment cycles that have historically been uneven.
The digital-layer upgrade opportunity across the global installed base of center-pivot systems is a structurally undervalued whitespace. We estimate the global installed base at approximately 120,000–140,000 center-pivot and lateral-move units as of 2025 (Claritas model), of which fewer than 25% are equipped with any form of smart-controller or VRI capability. Retrofitting this installed base with IoT-enabled flow meters, sector valves, and smart-controller hardware represents a TAM of USD 1.8B–2.4B at current retail-equivalent pricing, spread over a 7–10-year adoption cycle (Claritas model). This opportunity is distinct from, and additive to, the new-system hardware demand captured in our primary market forecast.
Sub-Saharan Africa represents the most embryonic geographic opportunity. FAO projections for irrigated area expansion in eastern and southern Africa (Ethiopia, Kenya, Tanzania, Zambia, Zimbabwe) imply a potential doubling of irrigated cereal and vegetable area by 2035 under current investment trajectories. Concessional financing from the African Development Bank's Africa Water Facility and bilateral development finance institutions (OPIC/DFC, Germany's KfW) is beginning to fund commercial irrigation infrastructure at a scale that could absorb meaningful volumes of rotating sprinkler hardware. The key constraint is not demand willingness but rather grid-power reliability for pump operation, a gap that is being partially addressed by solar-pump irrigation programs in Kenya, Ethiopia, and Nigeria, where solar-powered drip and sprinkler system packages are at early commercial scale.
| Region | Market Share | Growth Rate |
|---|---|---|
| Asia Pacific | 38% | 6.1% CAGR |
| North America | 29% | 4.4% CAGR |
| Europe | 17% | 4.7% CAGR |
| Latin America | 11% | 5.8% CAGR |
| Middle East & Africa | 5% | 6.5% CAGRFastest |
Source: Claritas Intelligence — Primary & Secondary Research, 2026.
The rotating sprinkler market operates under a medium-concentration competitive structure at the global level, with the top five OEMs (Rain Bird, Hunter Industries, Netafim and Jain Irrigation) collectively holding an estimated 45–55% of revenue share in the premium commercial agricultural segment (Claritas model). Below that tier, the market fragments rapidly into a large number of regional assemblers and domestic manufacturers, particularly in India, China, Brazil, and Turkey, whose products serve government-tender and agri-retail channels at price points that OEM brands cannot match without compromising margin structures. This bifurcation creates a structurally stable competitive dynamic in developed markets and a perpetual tender-pricing pressure in emerging-market government channels.
The most consequential competitive shift underway is the disaggregation of the integrated irrigation system business model. Historically, OEMs competed on hardware performance, distribution breadth, and installation service capability. Increasingly, the value-capture battleground is shifting to the digital control layer: smart controllers, IoT soil-moisture sensing, and FMIS integration. Companies that own the scheduling software and data platform can generate recurring revenue streams from firmware subscriptions, agronomic advisory services, and precision application analytics that generate superior lifetime value per installed system relative to hardware-only sales. Toro's Lynx Central Control, Netafim's NetBeat, and Lindsay's FieldNET are each attempting to establish platform lock-in at the farm management layer, with uneven success across geographies.
A frequently under-weighted competitive factor is the role of Chinese domestic irrigation manufacturers in government procurement channels across Asia, Africa, and the Middle East. State-backed firms such as SIID (Sino-Global Irrigation Industry Development) and provincial agri-equipment SOEs compete on price in MENA and Sub-Saharan Africa tender programs, often supported by concessional financing tied to broader bilateral infrastructure agreements. Premium OEM brands have limited effective countermeasures in these channels beyond specification-writing influence, which requires sustained government-relations engagement that is resource-intensive and uncertain in outcome.
Extended the Precision Series gear-drive rotor product line with new matched-precipitation-rate nozzle inserts designed for center-pivot variable-rate irrigation applications, targeting the US High Plains aftermarket replacement cycle following the 2022–2023 La Niña-driven drought season (edgar:TTC-10K-2024).
Launched an updated NetBeat digital irrigation management platform featuring AI-driven soil-moisture fusion with satellite NDVI canopy-stress detection, aimed at large commercial horticultural operations in Spain, Morocco, and California seeking EU Water Framework Directive and SGMA compliance documentation.
Completed the court-approved demerger of its Food Processing and Agri-Input businesses under the National Company Law Tribunal (NCLT) order, concentrating the listed parent entity on irrigation hardware and precision agriculture technology to improve balance-sheet transparency and reduce the legacy debt overhang from pre-2019 acquisition activity.
Announced a USD 30M capacity expansion at the Valley, Nebraska center-pivot manufacturing plant to address anticipated mid-cycle demand recovery from US Corn Belt and Latin American large-farm operators, with incremental production capacity targeted at precision-irrigation-equipped pivot configurations.
Released FieldNET Advisor version update incorporating ECMWF ensemble weather-model integration and machine-learning-based evapotranspiration scheduling, enabling automated irrigation prescriptions for Zimmatic pivot systems without agronomist intervention, positioned as a response to labor-availability constraints on large grain operations.
Received NSF/ANSI 61 certification for its new food-grade polymer gear-drive rotor line, qualifying the product for use in certified organic production systems under EU Organic Regulation (EU) 2018/848 and USDA National Organic Program documentation requirements, opening access to the growing organic horticulture channel in Europe and North America.
Addressable market by region and by crop / commodity type. Each cell shows estimated TAM, dominant player, and growth tag.
| Region | Cereals & Grains | Fruits & Vegetables | Oilseeds & Pulses | Plantation Crops | Sugar Crops |
|---|---|---|---|---|---|
| North America | USD 198M The Toro Company Stable | USD 112M Rain Bird Hot | USD 74M Deere & Company Stable | USD 18M Hunter Industries Stable | USD 9M Rain Bird Stable |
| Europe | USD 81M Hunter Industries Stable | USD 103M Netafim Hot | USD 38M Rain Bird Stable | USD 12M Netafim Stable | USD 26M Hunter Industries Stable |
| Asia Pacific | USD 142M Jain Irrigation Hot | USD 98M Jain Irrigation Hot | USD 52M Netafim Hot | USD 68M Jain Irrigation Hot | USD 24M Jain Irrigation Stable |
| Latin America | USD 43M Netafim Hot | USD 55M Rain Bird Hot | USD 28M Netafim Hot | USD 39M Jain Irrigation Hot | USD 31M Netafim Stable |
| Middle East & Africa | USD 22M Netafim Hot | USD 32M Netafim Hot | USD 8M Rain Bird Stable | USD 6M Jain Irrigation Stable | USD 6M Netafim Decline |
Our base case anchors the 2025 market at USD 1.43B, derived from a bottom-up input-intensity model applied across FAO AQUASTAT irrigated-area data and publicly disclosed subsidy program outlays including India's PMKSY and US EQIP cost-share data (Claritas model). This estimate covers agricultural gear-drive rotors, impact sprinkler heads, multi-stream rotating heads, and associated smart-controller hardware co-purchased with rotating sprinkler installations, but excludes drip and subsurface drip systems.
Asia Pacific is both the largest and fastest-growing region at a projected 6.1% CAGR through 2033 (Claritas model). India's PMKSY micro-irrigation subsidy, which targets 10 million hectares of coverage, is the primary structural driver; China's NDRC water-efficiency mandates in northern grain provinces add volume, though domestic manufacturers capture most of that demand. Southeast Asian horticultural expansion and Australia's Murray-Darling efficiency compliance requirements contribute additional growth. See our growth forecast → See our geography analysis →
Deere & Company's revenue declined from USD 61.25B in FY2023 to USD 45.68B in FY2025 (edgar:DE-10K-2023; edgar:DE-10K-2025), reflecting compressed farmer margins that defer discretionary irrigation capital expenditure. New center-pivot installations, which carry sprinkler head demand, are the first line item cut. Aftermarket replacement head sales are significantly more resilient, as installed pivots require periodic rotor replacement regardless of the investment cycle. Our model weights aftermarket as approximately 55% of North American hardware revenue by 2025 (Claritas model). See our geography analysis →
Gear-drive rotors deliver superior distribution uniformity coefficients (DUC typically 0.85–0.92 for premium brands versus 0.70–0.80 for impact heads in field conditions), lower trajectory angles that reduce wind-drift losses, and programmable arc settings compatible with variable-rate irrigation prescriptions. Impact sprinklers retain advantages in developing-market agricultural settings: lower unit cost, fully field-serviceable design requiring no special tools, and tolerance to poor-quality water with suspended solids that would damage gear mechanisms.
The most material AI application is precision irrigation scheduling via soil-moisture sensor fusion with ECMWF/IMD ensemble weather models and machine-learning ET estimation, which reduces water application by 15–30% versus calendar-based scheduling (Claritas model). Satellite multispectral NDVI canopy-stress mapping identifies sub-field irrigation deficit zones, allowing variable-rate pivot systems to redistribute water at meter-scale resolution. Smart controllers with these capabilities are the fastest-growing input sub-category at an estimated 7.8% CAGR (Claritas model), improving total per-system revenue capture for OEMs. See our growth forecast →
Aquifer depletion in the US High Plains Ogallala zone is permanently eliminating addressable market area rather than simply deferring investment. Saturated thickness decline of 30–70% in parts of Kansas, Nebraska, and Texas means some center-pivot systems will be permanently retired as pumping lifts become uneconomic. Top-down market models that treat total installed pivot area as stable systematically overstate the North American long-run addressable market. This is compounded by California SGMA adjudications mandating abstraction cuts of 10–40% in critically over-drafted basins. See our geography analysis →
MSP-backed procurement for wheat (kharif/rabi boundary crop) and paddy stabilizes farm income and sustains farmer willingness to invest in yield-enhancing capital goods. PMKSY PDMC component then directly subsidizes 45–55% of the cost of eligible rotating sprinkler and micro-irrigation systems, closing the upfront capital gap that otherwise prevents medium-scale farmers from adopting overhead sprinkler technology over flood irrigation. The two programs operate on different administrative timelines and budget heads but are functionally complementary demand accelerators.
Our base case applies a 5.2% market-level CAGR to a 2025 base of USD 1.43B, yielding USD 2.18B by 2033 (Claritas model). The base year estimate is derived from a bottom-up input-intensity model applied to FAO AQUASTAT irrigated area data, regional subsidy program disclosures, and publicly reported OEM revenue data from DATA_SPINE. The CAGR assumption reflects a blended view of irrigated-area expansion, input-intensity escalation from smart-controller adoption, and partial offset from equipment-cycle-driven volume softness in North America. A downside scenario assumes 3.8% CAGR under prolonged commodity-price weakness and aquifer-depletion headwinds; an upside scenario of 6.5% CAGR would require both accelerated Asia Pacific subsidy deployment and a mid-cycle capex recovery in North American large-farm markets. See our growth forecast → See our geography analysis →
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