The Italy Agricultural Machinery Market report segments the industry into Type (Tractors, Plowing and Cultivating Machinery, Irrigation Machinery, Harvesting Machinery, Haying and Forage Machinery). Get five years of historical data alongside five-year market forecasts.

Agricultural product wholesalers contend with volatile crop yields, global commodity prices, changing government agricultural policies and customer demand trends. Over the five years through 2025, wholesalers’ revenue is forecast to grow at a compound annual rate of 4% to reach €610 billion. The Russia-Ukraine conflict introduced severe disruption to global commodity supply chains, driving sharp price rises for wheat, other grains and fertilisers. Agricultural goods prices in the EU have gone up in recent years, mainly due to higher costs for key inputs like cereals, which feed into livestock production. This raises wholesalers’ expenses and they tend to pass these increases to retailers and customers, heightening revenue. Many wholesalers use futures and options contracts to manage risk, giving them more stable prices and helping preserve profitability. Sustainably produced and ethically sourced agricultural products are in high demand. Many buyers are willing to pay a premium for these items, pushing wholesalers to change how they operate. Some, like Auchan and Avril Group, now work with certified producers such as Fairtrade and Rainforest Alliance, to help meet demand for more sustainable and traceable supply chains. In 2025, low business confidence will slow wholesalers’ sales, but high prices should help prevent a larger decline in revenue – it’s expected revenue to shrink by just 0.2%. The industry is typically characterised by a narrow profit margin, as wholesalers seek to ensure their prices are low enough to prevent wholesale bypass. To raise additional revenue and generate profit, companies are turning to providing value-added services like customised packaging and labelling solutions, rigorous quality control and traceability systems to provide assurance of the product journey. Over the five years through 2030, wholesalers’ revenue is anticipated to swell at a compound annual rate of 4.1% to €744.8 billion. Agricultural policies across many European countries are decoupling payments and output in favour of financial incentives for rewilding schemes and the creation of public goods, to the detriment of wholesalers. Consumer preferences for sustainable produce will intensify; wholesalers now offer a broader selection of sustainable options and the cost of biodegradable or recyclable packaging has dropped, making it easier and more attractive for more wholesalers to adopt these eco-friendly solutions.

The Italy Agriculture Machinery Market is anticipated to witness steady growth over the forecast period 2023-2029, expanding at a CAGR of 5.20%. Valued at XX million in 2022, the market is projected to reach XX million by 2029, driven by factors such as increasing agricultural productivity, adoption of advanced technologies, and government incentives for mechanization. The rising demand for high-quality produce and the need to reduce labor costs are further fueling market growth. However, factors such as the high cost of machinery, limited access to financing, and the availability of skilled labor could restrain market growth to some extent. Key trends shaping the Italy Agriculture Machinery Market include the increasing adoption of precision farming techniques, such as GPS-guided tractors and drones, to improve efficiency and reduce input costs. The growing popularity of sustainable agriculture practices is also driving demand for environmentally friendly machinery, such as bio-based lubricants and electric tractors. Furthermore, the increasing focus on digitalization and data analytics in the agricultural sector is expected to create new opportunities for growth in the market. Leading players in the Italy Agriculture Machinery Market include Same Deutz-Fahr, Deere & Company, CNH Industrial NV, Kubota Corporation, CLAAS KGaA mbH, Kuhn Group, AGCO Corporation, and Yanmar Co Ltd. Key drivers for this market are: Shortage of Skilled Labor, Government Support to Enhance Farm Mechanization. Potential restraints include: Heavy Initial Procurement Cost and High Expenditure on Maintenance. Notable trends are: Growing Preference for Farm Mechanization.

Italy Agricultural Machinery Market size was valued at USD 5.6 Billion in 2024 and is expected to reach USD 8.9 Billion by 2032, growing at a CAGR of 5.9% from 2026 to 2032.

Italy Agricultural Machinery Market Dynamics

The key market dynamics that are shaping the Italy Agricultural Machinery Market include:

Key Market Drivers

Climate Change Adaptation: Climate change adaptation is fuelling Italy's agricultural machinery market. According to the Italian National Research Council (CNR), climate change is affecting 70% of Italy's agricultural regions, creating a demand for specialized gear that can work in shifting environmental conditions. Farmers want more resilient equipment to deal with harsh weather conditions like droughts and floods. This transition is driving demand for equipment that improve soil health, water efficiency, and productivity in uncertain climates.

Export-Driven Market Expansion: Export-driven market expansion is significantly boosting the Italian agricultural machinery market. Italian machinery is world-renowned for its high quality and modern technology, which has resulted in considerable international demand. According to the Italian Wine Confederation (FEDERVINI), agricultural machinery exports climbed by 22% in 2022, totaling €3.2 billion in global sales.

Italy Agriculture Tools Market is expected to grow during 2025-2031

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Precision Agriculture Market Size 2025-2029

The precision agriculture market size is forecast to increase by USD 8.02 billion, at a CAGR of 15.4% between 2024 and 2029.

Major Market Trends & Insights

North America dominated the market and accounted for a 37% growth during the forecast period.
By the Product - Hardware segment was valued at USD 3.86 billion in 2023
By the Application - Precision irrigation segment accounted for the largest market revenue share in 2023

Market Size & Forecast

Market Opportunities: USD 184.50 billion
Market Future Opportunities: USD 8.02 billion 
CAGR : 15.4%
North America: Largest market in 2023

Market Summary

Precision agriculture, a data-driven farming approach that leverages technologies like satellite imagery, drones, and sensors to optimize crop yields and reduce resource consumption, is experiencing significant advancements. According to recent reports, The market is projected to reach a value of USD 22.5 billion by 2025, marking a substantial increase from its current size. This growth can be attributed to the increasing demand for food security and sustainability, coupled with the availability of advanced technologies and decreasing costs. For instance, the use of drones for crop monitoring has seen a 25% annual increase in adoption, providing farmers with real-time data on crop health and growth patterns.
Additionally, the integration of IoT and machine learning algorithms in precision agriculture is enabling predictive analytics, further enhancing its value proposition. Despite the high initial investment required, the potential returns, including increased productivity and reduced input costs, make precision agriculture an attractive proposition for modern farming operations.

What will be the Size of the Precision Agriculture Market during the forecast period?

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Precision agriculture, a data-driven farming approach, continues to gain traction without fail. Currently, approximately 25% of farmers worldwide employ this technology, integrating sensor networks and variable rate application for efficient resource allocation. Future growth is projected to reach 15% annually, driven by the demand for improved crop quality, site-specific management, and water use efficiency. Comparatively, the adoption of decision support systems has seen a significant increase, with over 40% of farmers utilizing these tools for optimized inputs and crop yield optimization. Concurrently, real-time monitoring and automated harvesting have witnessed a surge in implementation, contributing to farm optimization and reduced input costs.
Furthermore, the integration of livestock monitoring, environmental monitoring, and pest control optimization in precision agriculture has led to sustainable agriculture practices and resource efficiency. In the realm of precision livestock farming, the implementation of data acquisition systems, animal health monitoring, and fertilizer optimization has resulted in increased farm profitability. Predictive modeling and data visualization tools enable farmers to make informed decisions, while automated harvesting and prescription mapping ensure optimal crop yields. Overall, precision agriculture's continuous evolution is transforming farming practices, offering substantial benefits for farmers and the agricultural industry.

How is this Precision Agriculture Industry segmented?

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

Product

  Hardware
  Software and services


Application

  Precision irrigation
  Yield monitoring
  Field mapping
  Crop scouting
  Others


Technology

  Internet of things (IoT)
  Artificial intelligence (AI)
  Big data and analytics
  Remote sensing
  Robotics and automation


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    Spain
    UK


  APAC

    Australia
    China
    India


  Rest of World (ROW)

By Product Insights

The hardware segment is estimated to witness significant growth during the forecast period.

Precision agriculture is a dynamic and evolving market, characterized by the integration of advanced technologies to optimize farming practices. Farmers are increasingly adopting solutions such as precision irrigation systems, disease detection algorithms, and spectral analysis for yield mapping and variable rate technology. Farm management software, soil sensors, and pest management solutions enhance nitrogen use efficiency and crop health monitoring. GPS guidance systems, precision spraying technology, data integration, machine learni

Discover the thriving Italian alfalfa hay market's growth trajectory. Explore key drivers, restraints, and major players shaping this lucrative sector, with projections to 2033. Learn about market segmentation, regional trends, and the impact of sustainable agriculture on this dynamic industry. Key drivers for this market are: Need for Custom Product Development, Use of CROs for Regulatory Services. Potential restraints include: Data and Cyber Security Concerns, Lack of Experts and Professionals in this Industry. Notable trends are: Increasing Demand for Quality Feed.

In 2017, the amount of agriculture central driven precision spacing seeders imported into Italy totaled X units, going down by -X% against the previous year. Overall, imports of agriculture central driven precision spacing seeders continue to indicate a precipitous downturn. The growth pace was the most rapid in 2010, when the imports increased by X% from the previous year.

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Regenerative Agriculture Market Size 2025-2029

The regenerative agriculture market size is forecast to increase by USD 1.11 billion, at a CAGR of 13.5% between 2024 and 2029.

The market is gaining momentum due to escalating environmental concerns, driven by the increasing recognition of the role agriculture plays in mitigating climate change and enhancing ecosystem health. This shift in awareness is further propelled by government initiatives and policies worldwide, promoting sustainable farming practices. However, the market faces challenges, primarily due to the limited understanding and education among farmers regarding the benefits and implementation of regenerative agriculture. This knowledge gap hampers the widespread adoption of these practices, despite their long-term potential to improve soil health, increase biodiversity, and reduce greenhouse gas emissions. To capitalize on the market opportunities and navigate these challenges effectively, companies must invest in educational programs and collaborate with farming communities to promote the adoption of regenerative agriculture.
By addressing the knowledge gap and fostering a culture of sustainability, businesses can contribute to a more resilient agricultural sector and help mitigate the environmental challenges facing our planet.

What will be the Size of the Regenerative Agriculture Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The market continues to evolve, driven by the growing demand for sustainable farming practices that prioritize soil health, circular economy principles, and climate change mitigation. Soil testing plays a crucial role in this dynamic landscape, providing farmers with valuable insights to optimize nutrient management and improve overall soil fertility. Market access is another critical factor, as farmers seek to connect with consumers and buyers who value the environmental and health benefits of regenerative agriculture. Circular economy principles are increasingly integrated into regenerative agriculture, with a focus on manure management, phosphorus cycling, and nutrient recycling. Rural development is also a significant consideration, as regenerative agriculture offers opportunities for economic viability and sustainable livelihoods in rural communities.

Sustainability reporting and environmental certification programs help to ensure transparency and accountability in the sector, while policy support from governments and organizations continues to shape the market's direction. Weed control, pest management, and pasture management are ongoing challenges that require innovative solutions, such as sustainable agriculture practices and the integration of livestock. Waste management and water conservation are essential components of regenerative agriculture, with farmers exploring new ways to reduce their environmental impact and improve efficiency. Climate change mitigation is a key driver of market activity, as farmers seek to adopt practices that sequester carbon and reduce greenhouse gas emissions.

Data analytics, precision agriculture, and renewable energy are emerging technologies that offer significant potential for improving the economic viability and sustainability of regenerative agriculture. Farm management software, GPS technology, variable rate technology, and yield monitoring are just a few of the tools that farmers are using to optimize their operations and reduce their environmental footprint. In this continuously evolving market, the focus on sustainability, circular economy principles, and climate change mitigation is driving innovation and growth across various sectors. From soil health to food security, the potential benefits of regenerative agriculture are vast and far-reaching.

How is this Regenerative Agriculture Industry segmented?

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

Benefit

  Carbon sequestration
  Nutrient cycling
  Biodiversity


Method

  Aquaculture
  Agroecology
  Agroforestry
  Silvopasture
  Others


Type

  Livestock farming
  Agroforestry-based farming
  Arable crop farming
  Mixed farming


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    UAE


  APAC

    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Benefit Insights

The carbon sequestration segment is estimated to witness significant growth during the forecast period.

Regenerative agriculture, an environmentally sustainable approach to fa

The Italy Crop Protection Chemicals (Pesticides) Market, valued at 1.15 Million, is experiencing a CAGR of 4.50%. This growth is fueled by the benefits of hybrid seeds, government initiatives, rising food security concerns, and technological advancements. Hybrid seeds offer higher yields, disease resistance, and environmental stress tolerance. Government initiatives promote sustainable agriculture and pesticide use reduction. Food security concerns drive demand for crop protection chemicals to safeguard crop production. Technological advancements, such as precision agriculture and data analytics, optimize pesticide application and reduce environmental impact. Recent developments include: April 2024: Adama launched Sonavio, a unique PPO herbicide (inhibiting the enzyme protoporphyrinogen oxidase) for use in additional vegetables based on proprietary active ingredient Bifenox, in Italy., July 2023: BASF and Vivagro entered into a partnership to distribute the bifungicide Essen’ciel® in Italy.. Key drivers for this market are: Adoption of Organic and Eco-friendly Farming Practices, Declining Area of Arable Land and Rising Food Security Concerns. Potential restraints include: High Demand for Conventional and Synthetic Products, Lack of Awareness and Other Factors Limiting the Adoption of Agricultural Inoculants. Notable trends are: Change In Farming Practices & Technology.

Discover the booming Italy seed treatment market forecast to 2033! This analysis reveals key trends, including rising demand for biological treatments, impact of government policies, and leading companies driving innovation. Learn about market segmentation, growth projections, and the potential for sustainable agriculture. Recent developments include: June 2018: Bayer completed the acquisition of Monsanto, the biggest acquisition made by the company. This acquisition aims to help Bayer become a global leader in agriculture with a broad portfolio offering covering all crops to farmers worldwide.. Notable trends are: Decreasing Arable Land.

Explore the dynamic Italian Alfalfa Hay Market, driven by dairy and livestock growth. Discover market size, CAGR, key drivers, restraints, and regional trends from 2019-2033. Key drivers for this market are: Need for Custom Product Development, Use of CROs for Regulatory Services. Potential restraints include: Data and Cyber Security Concerns, Lack of Experts and Professionals in this Industry. Notable trends are: Increasing Demand for Quality Feed.

Access Europe Agriculture Analytics Industry Overview which includes Europe country analysis of (United Kingdom, France, Germany, Italy, Russia, Spain, Sweden, Denmark, Switzerland, Luxembourg, Rest of Europe), market split by Offering, Agriculture Type, Farm Size, Technology, End-User

Italy Crop Protection Chemicals Market size was valued at USD 1032.5 Million in 2024 and is projected to reach USD 1525.4 Million by 2032, growing at a CAGR of 5% from 2026-2032.

Key Market Drivers:

Rising Demand for Food Security and Improved Agricultural Productivity: The growing worldwide population and the need for food security are major factors driving demand for crop protection chemicals in Italy. Crop protection chemicals are critical in minimizing production losses caused by pests, diseases, and weeds as agricultural productivity increases to meet demand.

Advancements in Agricultural Technology and Integrated Pest Management (IPM): Crop protection chemicals are being used more frequently as improved agricultural technologies like precision farming and Integrated Pest Management (IPM) become more widely adopted.

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Agriculture Equipment Market Size 2024-2028

The agriculture equipment market size is forecast to increase by USD 66.53 billion at a CAGR of 6.05% between 2023 and 2028.

The market is experiencing significant growth due to the increasing demand for labor-saving technologies as a result of the persistent labor shortage in the agricultural sector. This trend is driving the market as farmers seek to increase productivity and efficiency on their farms. Another key driver is the implementation of Artificial Intelligence (AI) in agriculture equipment, which is revolutionizing farming practices by enabling precision farming, automated crop monitoring, and real-time analysis of soil and weather conditions. Furthermore, the growing availability of rental agricultural equipment is providing farmers with flexible access to advanced technology and reducing the upfront costs of equipment ownership.
However, the market faces challenges such as high initial investment costs for advanced technology and the need for significant infrastructure upgrades to support the integration of AI in farming operations. Additionally, regulatory compliance and data security concerns pose challenges for market players, requiring them to invest in robust IT systems and adhere to strict data privacy regulations. Companies seeking to capitalize on market opportunities and navigate challenges effectively should focus on developing innovative solutions that address the specific needs of farmers, while also ensuring compliance with regulatory requirements and maintaining strong cybersecurity measures.

What will be the Size of the Agriculture Equipment Market during the forecast period?

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The market continues to evolve, driven by advancements in technology and shifting farming practices. Commercial farms and small-scale operations alike embrace precision agriculture technology, integrating GPS guidance, variable rate application, and satellite imagery for optimized crop production. Organic farming practices gain traction, with the adoption of no-till farming and conservation tillage promoting soil health and sustainability. Remote sensing and agricultural robotics revolutionize land management, enabling real-time crop health monitoring and emissions reduction. Irrigation systems and crop science advancements contribute to increased farm efficiency and food security. The dealer network adapts to these changes, offering financing options and parts and service for the latest equipment.
Farm labor and agricultural finance remain crucial components, with farm management software streamlining operations and agricultural research driving innovation. Sustainable farming practices, including sustainable agriculture and sustainable farming practices, gain importance in the face of evolving regulations and consumer demand. Emissions reduction and fuel efficiency are key concerns, with the integration of machine learning and artificial intelligence in agricultural development. The ongoing unfolding of market activities reveals a dynamic industry that seamlessly integrates crop science, farm efficiency, and agricultural research to meet the needs of modern farming operations.

How is this Agriculture Equipment Industry segmented?

The agriculture equipment industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

Type

  Tractors
  Harvesters machinery
  Planting equipment
  Others


Product Type

  Manual
  Automatic
  Semi-automatic


Application

  Land Development
  Crop Cultivation
  Harvesting
  Post-Harvest Processing


End-User

  Large-Scale Farms
  Small and Medium Farms
  Agricultural Cooperatives


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    UK


  Middle East and Africa

    Egypt
    KSA
    Oman
    UAE


  APAC

    China
    India
    Japan


  South America

    Argentina
    Brazil


  Rest of World (ROW)

By Type Insights

The tractors segment is estimated to witness significant growth during the forecast period.

The market is witnessing significant trends as farmers adopt advanced technologies to enhance crop health monitoring, comply with agricultural regulations, and improve weather forecasting for optimal land management. Small farms are increasingly adopting precision agriculture practices, including variable rate application, GPS guidance, satellite imagery, and conservation tillage, to boost farm efficiency and reduce emissions. Commercial farms are investing in large-scale equipment for planting, harvesting, and irrigation systems, while family farms focus on sustainable agriculture practices, such as organic farming and crop rotation, to maintain farmland values and promote food security.

Italy Vertical Farming market is expected to reach a market size of more than USD 221.21 Million by 2029.

Abstract

Syngenta is committed to increasing crop productivity and to using limited resources such as land, water and inputs more efficiently. Since 2014, Syngenta has been measuring trends in agricultural input efficiency on a global network of real farms. The Good Growth Plan dataset shows aggregated productivity and resource efficiency indicators by harvest year. The data has been collected from more than 4,000 farms and covers more than 20 different crops in 46 countries. The data (except USA data and for Barley in UK, Germany, Poland, Czech Republic, France and Spain) was collected, consolidated and reported by Kynetec (previously Market Probe), an independent market research agency. It can be used as benchmarks for crop yield and input efficiency.

Geographic coverage

National coverage

Analysis unit

Agricultural holdings

Kind of data

Sample survey data [ssd]

Sampling procedure

A. Sample design Farms are grouped in clusters, which represent a crop grown in an area with homogenous agro- ecological conditions and include comparable types of farms. The sample includes reference and benchmark farms. The reference farms were selected by Syngenta and the benchmark farms were randomly selected by Kynetec within the same cluster.

B. Sample size Sample sizes for each cluster are determined with the aim to measure statistically significant increases in crop efficiency over time. This is done by Kynetec based on target productivity increases and assumptions regarding the variability of farm metrics in each cluster. The smaller the expected increase, the larger the sample size needed to measure significant differences over time. Variability within clusters is assumed based on public research and expert opinion. In addition, growers are also grouped in clusters as a means of keeping variances under control, as well as distinguishing between growers in terms of crop size, region and technological level. A minimum sample size of 20 interviews per cluster is needed. The minimum number of reference farms is 5 of 20. The optimal number of reference farms is 10 of 20 (balanced sample).

C. Selection procedure The respondents were picked randomly using a “quota based random sampling” procedure. Growers were first randomly selected and then checked if they complied with the quotas for crops, region, farm size etc. To avoid clustering high number of interviews at one sampling point, interviewers were instructed to do a maximum of 5 interviews in one village.

BF Screened from Italy were selected based on the following criterion: (a) Barley growers in the North/Centre of Italy North and Centre of Italy (regions: Piemonte, Veneto, Emilia Romagna, Umbria and Marche) High to medium mechanized farming (small farms to large farms that have an high number of machinery, i.e. harvester)
Good Level of Tech Adoption (the level of tech adoption regards the technology adopt in the farm (i.e. mechanized harvesting, good level of CP product/modern CP technologies and/or genetics)
Adopt Syngenta products and services (only for RF)
Background info: Rotation with several crop (sunflower, corn, sorghum, beans & veggies);
Grains is sold to collectors or used inside the farm (cow or bio-digestor); Farm with technician inside.
Need to identify benchmark farms that have similar size and use the same practices and input.
Winter barley

(b) Grain corn growers on irrigated fields in the North of Italy (Po Valley) Region: Po Valley Irrigated fields
Professional grower willing to invest in irrigation technologies and input to maximize yield;
Takes decision using ROI as KPI and not minimizing costs;
Adopt Syngenta products and services. (only for RF) Areas where water is available but in a limited form. We exclude no irrigation areas and plenty of availability with submersion. Ideally areas where pivot, rotolone or drip irrigation is used.
Background info: Destination: Grain and cob

(c) Wine grape integrated producer in the North & Centre of Italy
Wine grapes North & Centre of Italy (Regions: Piemonte, Veneto, Friuli, Toscana, Marche, Abruzzo)
High-tech farm (regards the technology adopted in the farm (i.e. mechanized farm, good level of CP product/modern CP technologies or good level of irrigation technology, ecc.) Wine Grape Integrated Producer;
Farms that export wine in the world and they pay attention to the needs of different customers (not just Italian/European but also American);
Farms seeking elements of differentiation that may represent a plus value for their products.
Need to identify benchmark farms that have similar size and use the same practices and input. No organic farms.

(d) Tomato growers for processing industry in the North of Italy (Po Valley: Parma, Piacenza, Ferrara) Region: Po Valley (Cities: Parma, Piacenza, Ferrara)
North-West of Italy (Cities: Parma, Piacenza)
North-East of Italy (City: Ferrara) Commercial grower for processing
Mechanized farming
High level of tech adoption (concern the technology adopted in the farm (i.e. transplanting machine, mechanized harvesting, good level of CP product/modern CP technologies and genetics))
Irrigated by drip irrigation
Adopt Syngenta products and services (only for RF)
Rotation with wheat Need to identify benchmark farms that have similar size but use local practices. Rotation with wheat.

(e) Tomato growers for processing industry in the South of Italy (Puglia)
Region: Puglia Commercial grower for processing
Mechanized farming
High level of tech adoption (concern the technology adopted in the farm (i.e. transplanting machine, mechanized harvesting, good level of CP product/modern CP technologies and genetics))
Irrigated by drip irrigation
Adopt Syngenta products and services (only for RF)
Rotation with wheat and leguminosae Need to identify benchmark farms that have similar size but use local practices. Rotation with wheat and leguminosae.

(d) Highly mechanized cereal growers in Puglia (Foggia) Winter wheat growers
Region: Puglia (city: Foggia)
Adopt Syngenta products and services (only for RF)
Rotation with beans and/or vegetables is common;
Takes decision using ROI as KPI and not minimizing costs;
Need to identify benchmark farms that have similar size and use the same practices and input. No organic farm.
Producing for pasta industry (=durum wheat)

Mode of data collection

Face-to-face [f2f]

Research instrument

Data collection tool for 2019 covered the following information:

(A) PRE- HARVEST INFORMATION

PART I: Screening PART II: Contact Information PART III: Farm Characteristics a. Biodiversity conservation b. Soil conservation c. Soil erosion d. Description of growing area e. Training on crop cultivation and safety measures PART IV: Farming Practices - Before Harvest a. Planting and fruit development - Field crops b. Planting and fruit development - Tree crops c. Planting and fruit development - Sugarcane d. Planting and fruit development - Cauliflower e. Seed treatment

(B) HARVEST INFORMATION

PART V: Farming Practices - After Harvest a. Fertilizer usage b. Crop protection products c. Harvest timing & quality per crop - Field crops d. Harvest timing & quality per crop - Tree crops e. Harvest timing & quality per crop - Sugarcane f. Harvest timing & quality per crop - Banana g. After harvest PART VI - Other inputs - After Harvest a. Input costs b. Abiotic stress c. Irrigation

See all questionnaires in external materials tab

Cleaning operations

Data processing:

Kynetec uses SPSS (Statistical Package for the Social Sciences) for data entry, cleaning, analysis, and reporting. After collection, the farm data is entered into a local database, reviewed, and quality-checked by the local Kynetec agency. In the case of missing values or inconsistencies, farmers are re-contacted. In some cases, grower data is verified with local experts (e.g. retailers) to ensure data accuracy and validity. After country-level cleaning, the farm-level data is submitted to the global Kynetec headquarters for processing. In the case of missing values or inconsistences, the local Kynetec office was re-contacted to clarify and solve issues.

Quality assurance Various consistency checks and internal controls are implemented throughout the entire data collection and reporting process in order to ensure unbiased, high quality data.

• Screening: Each grower is screened and selected by Kynetec based on cluster-specific criteria to ensure a comparable group of growers within each cluster. This helps keeping variability low.

• Evaluation of the questionnaire: The questionnaire aligns with the global objective of the project and is adapted to the local context (e.g. interviewers and growers should understand what is asked). Each year the questionnaire is evaluated based on several criteria, and updated where needed.

• Briefing of interviewers: Each year, local interviewers - familiar with the local context of farming -are thoroughly briefed to fully comprehend the questionnaire to obtain unbiased, accurate answers from respondents.

• Cross-validation of the answers: o Kynetec captures all growers' responses through a digital data-entry tool. Various logical and consistency checks are automated in this tool (e.g. total crop size in hectares cannot be larger than farm size) o Kynetec cross validates the answers of the growers in three different ways: 1. Within the grower (check if growers respond consistently during the interview) 2. Across years (check if growers respond consistently throughout the years) 3. Within cluster (compare a grower's responses with those of others in the group)

The Italy Freight and Logistics Market Report is Segmented by End User Industry (Agriculture, Fishing, and Forestry, Construction, Manufacturing, Oil and Gas, Mining and Quarrying, Wholesale and Retail Trade, and Others) and by Logistics Function (Courier, Express, and Parcel (CEP), Freight Forwarding, Freight Transport, Warehousing and Storage, and Other Services). The Market Forecasts are Provided in Terms of Value (USD).

The Italy Geospatial Analytics market is experiencing robust growth, projected to reach €260 million in 2025 and maintain a Compound Annual Growth Rate (CAGR) of 8.17% from 2025 to 2033. This expansion is driven by increasing government investments in infrastructure projects, the rising adoption of precision agriculture techniques, and the growing need for improved urban planning and resource management. Furthermore, the increasing availability of high-resolution satellite imagery, coupled with advancements in data analytics capabilities, is fueling demand for sophisticated geospatial solutions. Key players like Trimble Geospatial, General Electric, and Hexagon AB are leveraging these trends to offer advanced analytics platforms and services catering to diverse sectors, including construction, environmental monitoring, and logistics. The market's growth is further stimulated by the integration of IoT devices and the increasing use of AI and machine learning for data processing and analysis, enabling more accurate predictions and better decision-making. However, challenges such as data security concerns and the high cost of implementing and maintaining geospatial analytics systems could potentially restrain market growth. Nevertheless, the long-term outlook for the Italy Geospatial Analytics market remains positive, driven by continuous technological innovation and the growing recognition of the value of location intelligence across various industries. The market is segmented by application (e.g., urban planning, agriculture, infrastructure), technology (e.g., GIS, remote sensing), and end-user (e.g., government agencies, private companies). While precise regional data within Italy is unavailable, we can expect significant growth across major urban centers and agricultural regions reflecting Italy's diverse economic landscape. Key drivers for this market are: Increase in the number of Smart Cities in The Country, The Implementation of analytics Software in the Country's Public Transportation. Potential restraints include: High Costs and Operational Concerns, Lack of Standardization for Data Integration. Notable trends are: The Increase in the Number of Smart Cities in The Country Fuels the Market Growth.

Italy Road Freight Transport Market size was valued at USD 38.35 Billion in 2024 and is projected to reach USD 49.12 Billion by 2032, growing at a CAGR of 3.6% from 2026 to 2032. Key Market Drivers: Sustainability Initiatives and Green Logistics: Italy's commitment to environmental sustainability is reshaping its road freight transport landscape. The Italian Ministry of Ecological Transition reports that 28% of Italian road freight companies have invested in alternative fuel vehicles, with the fleet of eco-friendly trucks increasing by 62% between 2019 and 2023. Italy's ambitious climate targets have catalyzed rapid transformation in the freight transport sector, with tax incentives for sustainable vehicles resulting in a 34% reduction in CO2 emissions per ton-kilometer over the past five years and positioning Italian logistics providers as European leaders in green transport solutions. Manufacturing Industry Demands: Italy's robust manufacturing sector creates substantial domestic and international road freight movement. The Italian National Institute of Statistics (ISTAT) reports that manufacturing accounts for 78% of Italy's road freight volume, with the automotive, furniture, and machinery sectors generating 186 million tons of road freight annually. The concentration of specialized manufacturing districts throughout Northern Italy has created dense logistics networks that rely heavily on road transport, with 82% of Italian manufacturers maintaining dedicated trucking fleets to ensure supply chain flexibility.