75 datasets found
  1. Corn production worldwide 2024/2025, by country

    • statista.com
    Updated Jul 25, 2025
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    Statista (2025). Corn production worldwide 2024/2025, by country [Dataset]. https://www.statista.com/statistics/254292/global-corn-production-by-country/
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    Dataset updated
    Jul 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024 - 2025
    Area covered
    Worldwide
    Description

    In 2024/2025, it is expected that the United States will be the largest producer of corn worldwide with a production volume amounting to about ***** million metric tons. China and Brazil rounded off the top corn producing countries. Corn production Corn, also known as maize, is a grain plant cultivated for food. The origin of this grain remains unknown, however, many historians believe that corn was first domesticated in Mexico's Tehuacan Valley. Types of corn include sweet corn, popcorn, pod corn, flint corn, flour corn, waxy corn and dent corn. Corn is one of the most important crops in the United States. Over the last years, the country's corn farmers experienced constant increases in annual revenues. In 2022/23, the U.S. was responsible for almost one-third of the global corn production. Iowa and Illinois were the top U.S. states based on harvested area of corn for grain in 2023. That year, Iowa's corn for grain production value amounted to approximately ***** million acres. In 2022/23, the United States exported around **** million metric tons of corn, making the nation the world's second largest corn exporter. Mexico and China were the leading buyers of U.S. corn in 2022, purchasing approximately *** million bushels and *** million bushels respectively.

  2. Corn production share worldwide by country 2023/24

    • statista.com
    Updated Jan 31, 2024
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    Statista (2024). Corn production share worldwide by country 2023/24 [Dataset]. https://www.statista.com/statistics/254294/distribution-of-global-corn-production-by-country-2012/
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    Dataset updated
    Jan 31, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2023 - 2024
    Area covered
    Worldwide
    Description

    The United States was responsible for almost one third of the world's corn production in 2023/24. Most of the U.S. production is attributable to the Corn Belt, which is in the Midwest of the United States. Since the 1850s, corn has been the predominant crop in this area.

    U.S. corn production

    Most of the corn grow in in the U.S. is field corn. Field corn is not primarily for human consumption but is used to produce hundreds of other products such as ethanol, livestock feed, and other manufactured goods. In 2023, the U.S. harvested over 86 million acres of corn for grain. Wisconsin, California, and South Dakota were the top states producing corn for silage in the U.S. that year.

    Global corn consumption: It’s Corn!

    In 2022/23, just under 46 billion bushels of corn were consumed worldwide. The United States and China were the top consumers of corn in the world, each consuming over 11 billion bushels that year. Even though the U.S. leads in consumption globally, the consumption of sweet corn has declined drastically since 2015. Mexico, was the top importer of U.S. corn in 2022, followed by China.

  3. Exports of corn worldwide 2024/25, by country

    • statista.com
    Updated Jul 25, 2025
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    Statista (2025). Exports of corn worldwide 2024/25, by country [Dataset]. https://www.statista.com/statistics/254299/top-global-corn-exporters/
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    Dataset updated
    Jul 25, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024 - 2025
    Area covered
    Worldwide
    Description

    The global corn export market was dominated by a handful of countries, with the United States in the lead. In the 2024/25 marketing year, the U.S. was expected to export about **** million metric tons of corn, accounting for about ********* of total corn exports worldwide. Other major producers include Brazil, Argentina, and Ukraine Global supply and demand Beyond its role as a global food source, corn serves as a versatile raw material for diverse industries. Its applications range from animal feed and ethanol production to the manufacturing of sweeteners, starches, cereals, beverages, and seeds. Worldwide corn production in 2022/23 reached over **** billion metric tons and was forecasted to slightly increase in 2023/24. This massive production is met with equally substantial demand, as global corn consumption is forecasted to reach nearly ** billion bushels in 2023/24.

    U.S. dominance The United States produced nearly a third of the world's corn in 2023/24. The Corn Belt, a region in the U.S. Midwest, is the primary source of this production. Corn has been the dominant crop in this area since the 1850. The United States is expected to be the world's largest corn producer in 2023/2024, producing just under *** million metric tons. While China and Brazil are the second and third-largest producers, respectively

  4. Maize Producers in the World

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Aug 1, 2025
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    IndexBox Inc. (2025). Maize Producers in the World [Dataset]. https://www.indexbox.io/search/maize-producers-in-the-world/
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    doc, xlsx, xls, pdf, docxAvailable download formats
    Dataset updated
    Aug 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Aug 2, 2025
    Area covered
    World, World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Maize (also known as corn) is one of the most important staple crops in the world. Find out about the top maize producers globally, including the United States, China, Brazil, India, Argentina, and other significant countries.

  5. Maize production APAC 2023, by country

    • statista.com
    Updated Jul 29, 2025
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    Statista (2025). Maize production APAC 2023, by country [Dataset]. https://www.statista.com/statistics/679403/asia-pacific-maize-production-by-country/
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    Dataset updated
    Jul 29, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2023
    Area covered
    Asia, APAC
    Description

    In 2023, the largest producer of maize in the Asia-Pacific region was China, which produced more than ***** million metric tons. In comparison, Federated States of Micronesia produced about ** tons of corn in 2023.

  6. Global corn consumption 2023/2024, by county

    • statista.com
    Updated Jul 10, 2024
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    Statista (2024). Global corn consumption 2023/2024, by county [Dataset]. https://www.statista.com/statistics/691175/consumption-corn-worldwide-by-country/
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    Dataset updated
    Jul 10, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2023
    Area covered
    Worldwide
    Description

    The United States is the leading consumer of corn worldwide. In 2023/2024, the U.S. consumed about 12 billion bushels of corn. The EU consumed about 12.04 billion bushels of corn in that year. Corn production in the U.S. Corn for grain makes up about a 27.5 percent share of all U.S. crop area harvested in 2022, meaning that corn has the second largest crop area in the United States. By contrast, corn for silage only makes up a two percent share of the total U.S. crop area. In 2022, approximately 13.7 billion bushels of corn for grain were produced in the United States. The vast majority of corn grown in the United States is enhanced with biotechnology. Corn utilization in the U.S. Though it is a popular and widely available vegetable in the United States, most of the corn grown in the United States is processed into ethanol, used as animal feed, or used to manufacture high fructose corn syrup. Of the 20 billion metric bushels of corn utilized in the United States in 2020/2021, about five billion metric bushels went to the production of ethanol and other by-products. In 2021, the average American consumed 4.3 pounds of fresh sweet corn, a decrease from about 9.2 pounds of sweet corn in 2010.

  7. Maize Production Worldwide

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Aug 1, 2025
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    IndexBox Inc. (2025). Maize Production Worldwide [Dataset]. https://www.indexbox.io/search/maize-production-worldwide/
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    xlsx, xls, doc, docx, pdfAvailable download formats
    Dataset updated
    Aug 1, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Aug 4, 2025
    Area covered
    World
    Variables measured
    Price CIF, Price FOB, Export Value, Import Price, Import Value, Export Prices, Export Volume, Import Volume
    Description

    Maize, also known as corn, is a vital crop in global food production. This article explores the top maize producing countries, including the United States, China, Brazil, and Argentina, and discusses the factors contributing to their high production levels. It also highlights the importance of maize in Africa and the various uses of the versatile crop. Efforts to improve production techniques and ensure sustainable farming practices are also discussed.

  8. m

    Maize Production in Africa - Market Analysis

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Aug 9, 2025
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    Mordor Intelligence (2025). Maize Production in Africa - Market Analysis [Dataset]. https://www.mordorintelligence.com/industry-reports/african-maize-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Aug 9, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2020 - 2030
    Area covered
    Africa
    Description

    Africa Maize Market Report is Segmented by Geography (South Africa, Ethiopia, Nigeria, and More). The Report Includes Production Analysis (Volume), Consumption Analysis (Value and Volume), Export Analysis (Value and Volume), Import Analysis (Value and Volume), and Price Trend Analysis. The Market Forecasts are Provided in Terms of Value (USD) and Volume (Metric Tons).

  9. M

    Maize Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Mar 16, 2025
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    Market Report Analytics (2025). Maize Market Report [Dataset]. https://www.marketreportanalytics.com/reports/maize-market-6735
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    ppt, doc, pdfAvailable download formats
    Dataset updated
    Mar 16, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global maize market, valued at $300.45 billion in 2025, is projected to experience steady growth, driven primarily by increasing demand from the food and beverage, animal feed, and biofuel industries. The Compound Annual Growth Rate (CAGR) of 2.21% from 2025 to 2033 indicates a consistent, albeit moderate, expansion. Key growth drivers include rising global population and consequent food demand, increasing livestock production requiring substantial maize as feed, and the growing biofuel sector utilizing maize as a feedstock. Furthermore, advancements in agricultural technologies leading to higher yields and improved crop quality contribute to market expansion. However, the market faces challenges such as fluctuating weather patterns impacting crop yields, price volatility driven by global supply chain disruptions, and increasing competition from alternative crops. The market segmentation reveals a significant contribution from the industrial sector, utilizing maize for diverse applications such as starch production and ethanol manufacturing. Retail and food service sectors also represent significant demand segments. Leading companies leverage their strong supply chains, brand recognition, and technological expertise to secure market share. Competitive strategies focus on strategic partnerships, product innovation, and expansion into new geographic markets. Market risks include geopolitical instability impacting trade flows, climate change's effect on crop production, and potential regulatory changes affecting the biofuel industry. The North American maize market, particularly the United States, holds a significant market share due to its large-scale production capabilities. APAC, specifically China, presents a substantial and rapidly growing market due to its increasing consumption and demand for animal feed and food products. South America, with countries like Brazil and Argentina, contributes significantly as key maize-producing regions. Europe and the Middle East and Africa exhibit a moderate market size, with growth influenced by local production and import/export dynamics. The forecast period (2025-2033) anticipates a continuation of these trends, with growth potentially influenced by factors such as technological advancements in maize production, evolving consumer preferences, and governmental policies supporting agricultural development and biofuel production. Companies are likely to adapt strategies to address the challenges of sustainability, supply chain resilience, and price volatility in the coming years.

  10. Corn Farming in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated May 15, 2025
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    IBISWorld (2025). Corn Farming in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/industry/corn-farming/8/
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    Dataset updated
    May 15, 2025
    Dataset authored and provided by
    IBISWorld
    License

    https://www.ibisworld.com/about/termsofuse/https://www.ibisworld.com/about/termsofuse/

    Time period covered
    2015 - 2030
    Description

    In recent years, the US corn farming industry has experienced volatile revenue largely driven by changes in corn prices, production levels and crop yields. Early in the current period, up through 2022, corn prices saw a significant increase, which resulted in considerable revenue growth for farmers. This increase was fueled by high demand for biofuels and animal feeds and limited global supplies. However, as production ramps up both domestically and internationally, the industry has begun to feel downward pressure on corn prices. Record yields have led to oversupply, driving prices downward and increasing market competition. While sectors like livestock agriculture and industrial production have supported demand, the surplus has outpaced consumption and kept prices lower, causing challenges for farmers trying to maintain profit as fertilizer and seed prices stay high. Industry revenue has grown at a CAGR of 1.9% to reach an estimated $66.9 billion after a decrease of 5.6% in 2025. On the international front, the US corn export market has demonstrated resilience despite reduced demand from China, driven by geopolitical tensions and China's shift toward agricultural self-sufficiency. Retaliatory tariffs have further strained this trade relationship, while increased corn production from South America has intensified global competition, impacting US market share. However, the Russia-Ukraine conflict has disrupted Ukrainian corn supplies, leading many countries to turn to the US as an alternative source. This shift has bolstered exports to Asian and Latin American markets, mitigating the decline from China. Reduced domestic demand for products like high fructose corn syrup due to health concerns has made international trade increasingly vital for balancing the US corn market. Corn prices will remain volatile in the coming years, influenced by fluctuating crude oil prices that impact ethanol production and growing international competition. Policy changes, such as ethanol mandates and evolving trade agreements, will reshape international demand, offering growth opportunities abroad if US farmers can adapt to new biofuel and market needs. Climate change is a significant concern, threatening yields due to heat stress and shifting precipitation and insect population patterns. To protect productivity, farmers will have to invest more in fertilizers, pesticides, irrigation technologies and drought-tolerant crops. Industry revenue is forecast to grow at a CAGR of 0.7% to reach $69.1 billion in 2030.

  11. Maize Oil Production

    • nationmaster.com
    Updated Jan 26, 2021
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    NationMaster (2021). Maize Oil Production [Dataset]. https://www.nationmaster.com/nmx/ranking/maize-oil-production
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    Dataset updated
    Jan 26, 2021
    Dataset authored and provided by
    NationMaster
    License

    Attribution-NonCommercial 4.0 (CC BY-NC 4.0)https://creativecommons.org/licenses/by-nc/4.0/
    License information was derived automatically

    Time period covered
    1961 - 2019
    Area covered
    North Korea, Oman, India, Japan, United States, Indonesia, Honduras, Turkey, Panama, Saint Lucia
    Description

    United States increased 2.6% of Maize Oil Production in 2019, compared to the previous year.

  12. Which Country Produces the Most Maize in the World? - News and Statistics -...

    • indexbox.io
    doc, docx, pdf, xls +1
    Updated Aug 9, 2025
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    IndexBox Inc. (2025). Which Country Produces the Most Maize in the World? - News and Statistics - IndexBox [Dataset]. https://www.indexbox.io/blog/which-country-produces-the-most-maize-in-the-world/
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    xls, docx, doc, xlsx, pdfAvailable download formats
    Dataset updated
    Aug 9, 2025
    Dataset provided by
    IndexBox
    Authors
    IndexBox Inc.
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2012 - Aug 1, 2025
    Area covered
    World, World
    Variables measured
    Market Size, Market Share, Tariff Rates, Average Price, Export Volume, Import Volume, Demand Elasticity, Market Growth Rate, Market Segmentation, Volume of Production, and 4 more
    Description

    Global maize market: In 2015, the countries with the highest levels of production in 2015 were the United States, China, Brazil, together accounting for 64% of total output.

  13. Corn Seed Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). Corn Seed Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/corn-seed-market
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    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset provided by
    Authors
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Corn Seed Market Outlook



    According to our latest research, the global corn seed market size stands at USD 27.8 billion in 2024, reflecting robust expansion driven by technological advancements and increasing demand across diverse sectors. The market is projected to grow at a CAGR of 6.2% from 2025 to 2033, reaching a forecasted value of USD 47.9 billion by 2033. This impressive growth is underpinned by innovations in seed genetics, rising biofuel consumption, and the expansion of commercial agriculture, particularly in emerging economies. The corn seed market is experiencing significant transformation as producers and consumers alike prioritize higher yields, disease resistance, and adaptability to changing climatic conditions.




    A key growth factor for the corn seed market is the rapid adoption of genetically modified (GM) seeds, which offer increased yield, pest resistance, and tolerance to adverse environmental conditions. The integration of advanced biotechnology in seed development has enabled farmers to achieve higher productivity while reducing dependency on chemical pesticides and fertilizers. This shift is particularly prominent in major corn-producing countries such as the United States, Brazil, and Argentina, where large-scale commercial farming operations demand consistent, high-performance seed varieties. The ongoing research and development efforts by leading agritech companies continue to introduce innovative traits that cater to specific regional needs, further fueling market growth.




    Another significant driver is the expanding application of corn in various end-use industries, notably in animal feed, food processing, and biofuel production. The surge in global meat consumption has led to increased demand for animal feed, with corn being a primary ingredient due to its high nutritional value and energy content. Additionally, the food processing industry leverages corn for products such as sweeteners, starches, and cereals, while the biofuel sector relies heavily on corn-based ethanol as a renewable energy source. These diverse applications ensure a steady and growing demand for high-quality corn seeds, prompting seed manufacturers to invest in both conventional and hybrid seed development.




    Furthermore, government initiatives and supportive policies play a crucial role in shaping the corn seed market landscape. Subsidies for seed purchase, investments in agricultural infrastructure, and programs promoting sustainable farming practices have collectively enhanced market accessibility and adoption rates, especially in developing regions. In countries like India and China, government-backed research institutions collaborate with private seed companies to develop region-specific hybrids, ensuring resilience against local pests and climate challenges. These efforts not only boost productivity but also contribute to food security and rural economic development, positioning the corn seed market as a pivotal component of global agricultural sustainability.




    Regionally, North America continues to dominate the corn seed market, accounting for the largest share due to advanced farming practices, high adoption rates of GM seeds, and a well-established supply chain. However, Asia Pacific is emerging as the fastest-growing region, driven by population growth, increasing food demand, and ongoing modernization of agricultural practices. Latin America and Europe are also witnessing steady growth, supported by favorable climatic conditions and rising investments in agricultural biotechnology. The Middle East & Africa, while smaller in market size, present untapped potential as governments focus on enhancing food self-sufficiency and combating climate-related agricultural challenges.





    Trait Analysis



    The corn seed market is distinctly segmented by trait, with genetically modified (GM) and conventional seeds representing the primary categories. GM corn seeds have seen exponential growth in adoption, primarily due to their enhanced agronomic traits such as

  14. P

    Philippines Production: Volume: ytd: Major Crops: Corn

    • ceicdata.com
    Updated Jan 15, 2025
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    CEICdata.com (2025). Philippines Production: Volume: ytd: Major Crops: Corn [Dataset]. https://www.ceicdata.com/en/philippines/production-volume-agriculture-ytd/production-volume-ytd-major-crops-corn
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    Dataset updated
    Jan 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2015 - Mar 1, 2018
    Area covered
    Philippines
    Variables measured
    Agricultural, Fishery and Forestry Production
    Description

    Philippines Production: Volume: Year to Date: Major Crops: Corn data was reported at 5,966.290 Metric Ton th in Sep 2018. This records an increase from the previous number of 3,760.870 Metric Ton th for Jun 2018. Philippines Production: Volume: Year to Date: Major Crops: Corn data is updated quarterly, averaging 3,479.750 Metric Ton th from Mar 1998 (Median) to Sep 2018, with 83 observations. The data reached an all-time high of 7,914.910 Metric Ton th in Dec 2017 and a record low of 782.530 Metric Ton th in Mar 1998. Philippines Production: Volume: Year to Date: Major Crops: Corn data remains active status in CEIC and is reported by Philippine Statistics Authority. The data is categorized under Global Database’s Philippines – Table PH.B013: Production: Volume: Agriculture: ytd.

  15. o

    GEOGLAM Best Available Crop Type Masks

    • explore.openaire.eu
    • data.niaid.nih.gov
    • +1more
    Updated May 2, 2022
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    Inbal Becker-Reshef; Brian Barker; Alyssa Whitcraft; Patricia Oliva; Kara Mobley; Christina Justice; Ritvik Sahajpal (2022). GEOGLAM Best Available Crop Type Masks [Dataset]. http://doi.org/10.5281/zenodo.7230863
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    Dataset updated
    May 2, 2022
    Authors
    Inbal Becker-Reshef; Brian Barker; Alyssa Whitcraft; Patricia Oliva; Kara Mobley; Christina Justice; Ritvik Sahajpal
    Description

    The primary use of this dataset is for underpinning EO-based, global, crop-specific condition monitoring for four of the major crop commodities in the major production/exporting countries, through the GEOGLAM Crop Monitor activity. As noted in the prior section (Technical Validation: Known Issues & Required Improvements), there is room for improvement with respect to validation, extent, resolution, and seasonal specificity, and these limitations should be noted in the application of these data in different monitoring activities. Nevertheless, the data are already being operationally used within the GEOGLAM Crop Monitor Reports. Best Available Crop Specific masks (BACS) over the major production and export countries for wheat, maize, rice, and soybeans, in the context of the G20 Global Agriculture Monitoring Program, GEOGLAM. The countries covered by GEOGLAM-BACS account for a total of 84% of soy, 54% of maize, 62% of wheat, and 92% of rice production globally.

  16. z

    Data from: CY-Bench: A comprehensive benchmark dataset for subnational crop...

    • zenodo.org
    zip
    Updated Sep 25, 2024
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    Dilli Paudel; Dilli Paudel; Hilmy Baja; Hilmy Baja; Ron van Bree; Michiel Kallenberg; Michiel Kallenberg; Stella Ofori-Ampofo; Aike Potze; Pratishtha Poudel; Pratishtha Poudel; Abdelrahman Saleh; Weston Anderson; Weston Anderson; Malte von Bloh; Andres Castellano; Oumnia Ennaji; Raed Hamed; Rahel Laudien; Donghoon Lee; Inti Luna; Dainius Masiliūnas; Dainius Masiliūnas; Michele Meroni; Janet Mumo Mutuku; Siyabusa Mkuhlani; Jonathan Richetti; Alex C. Ruane; Ritvik Sahajpal; Guanyuan Shuai; Vasileios Sitokonstantinou; Rogerio de Souza Noia Junior; Amit Kumar Srivastava; Robert Strong; Lily-belle Sweet; Lily-belle Sweet; Petar Vojnović; Allard de Wit; Allard de Wit; Maximilian Zachow; Ioannis N. Athanasiadis; Ron van Bree; Stella Ofori-Ampofo; Aike Potze; Abdelrahman Saleh; Malte von Bloh; Andres Castellano; Oumnia Ennaji; Raed Hamed; Rahel Laudien; Donghoon Lee; Inti Luna; Michele Meroni; Janet Mumo Mutuku; Siyabusa Mkuhlani; Jonathan Richetti; Alex C. Ruane; Ritvik Sahajpal; Guanyuan Shuai; Vasileios Sitokonstantinou; Rogerio de Souza Noia Junior; Amit Kumar Srivastava; Robert Strong; Petar Vojnović; Maximilian Zachow; Ioannis N. Athanasiadis (2024). CY-Bench: A comprehensive benchmark dataset for subnational crop yield forecasting [Dataset]. http://doi.org/10.5281/zenodo.13798797
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    zipAvailable download formats
    Dataset updated
    Sep 25, 2024
    Dataset provided by
    AgML (https://www.agml.org/)
    Authors
    Dilli Paudel; Dilli Paudel; Hilmy Baja; Hilmy Baja; Ron van Bree; Michiel Kallenberg; Michiel Kallenberg; Stella Ofori-Ampofo; Aike Potze; Pratishtha Poudel; Pratishtha Poudel; Abdelrahman Saleh; Weston Anderson; Weston Anderson; Malte von Bloh; Andres Castellano; Oumnia Ennaji; Raed Hamed; Rahel Laudien; Donghoon Lee; Inti Luna; Dainius Masiliūnas; Dainius Masiliūnas; Michele Meroni; Janet Mumo Mutuku; Siyabusa Mkuhlani; Jonathan Richetti; Alex C. Ruane; Ritvik Sahajpal; Guanyuan Shuai; Vasileios Sitokonstantinou; Rogerio de Souza Noia Junior; Amit Kumar Srivastava; Robert Strong; Lily-belle Sweet; Lily-belle Sweet; Petar Vojnović; Allard de Wit; Allard de Wit; Maximilian Zachow; Ioannis N. Athanasiadis; Ron van Bree; Stella Ofori-Ampofo; Aike Potze; Abdelrahman Saleh; Malte von Bloh; Andres Castellano; Oumnia Ennaji; Raed Hamed; Rahel Laudien; Donghoon Lee; Inti Luna; Michele Meroni; Janet Mumo Mutuku; Siyabusa Mkuhlani; Jonathan Richetti; Alex C. Ruane; Ritvik Sahajpal; Guanyuan Shuai; Vasileios Sitokonstantinou; Rogerio de Souza Noia Junior; Amit Kumar Srivastava; Robert Strong; Petar Vojnović; Maximilian Zachow; Ioannis N. Athanasiadis
    License

    https://joinup.ec.europa.eu/page/eupl-text-11-12https://joinup.ec.europa.eu/page/eupl-text-11-12

    Description

    CY-Bench: A comprehensive benchmark dataset for sub-national crop yield forecasting


    Overview

    CY-Bench is a dataset and benchmark for subnational crop yield forecasting, with coverage of major crop growing countries of the world for maize and wheat. By subnational, we mean the administrative level where yield statistics are published. When statistics are available for multiple levels, we pick the highest resolution. The dataset combines sub-national yield statistics with relevant predictors, such as growing-season weather indicators, remote sensing indicators, evapotranspiration, soil moisture indicators, and static soil properties. CY-Bench has been designed and curated by agricultural experts, climate scientists, and machine learning researchers from the AgML Community, with the aim of facilitating model intercomparison across the diverse agricultural systems around the globe in conditions as close as possible to real-world operationalization. Ultimately, by lowering the barrier to entry for ML researchers in this crucial application area, CY-Bench will facilitate the development of improved crop forecasting tools that can be used to support decision-makers in food security planning worldwide.

    * Crops : Wheat & Maize
    * Spatial Coverage : Wheat (29 countries), Maize (38).
    See CY-Bench paper appendix for the list of countries.
    * Temporal Coverage : Varies. See country-specific data

    Data

    Data format


    The benchmark data is organized as a collection of CSV files, with each file representing a specific category of variable for a particular country. Each CSV file is named according to the category and the country it pertains to, facilitating easy identification and retrieval. The data within each CSV file is structured in tabular format, where rows represent observations and columns represent different predictors related to a category of variable.

    Data content

    All data files are provided as .csv.

    DataDescriptionVariables (units)Temporal ResolutionData Source (Reference)
    crop_calendarStart and end of growing seasonsos (day of the year), eos (day of the year)StaticWorld Cereal (Franch et al, 2022)
    fparfraction of absorbed photosynthetically active radiationfpar (%)Dekadal (3 times a month; 1-10, 11-20, 21-31)European Commission's Joint Research Centre (EC-JRC, 2024)
    ndvinormalized difference vegetation index-approximately weeklyMOD09CMG (Vermote, 2015)
    meteotemperature, precipitation (prec), radiation, potential evapotranspiration (et0), climatic water balance (= prec - et0) tmin (C), tmax (C), tavg (C), prec (mm0, et0 (mm), cwb (mm), rad (J m-2 day-1)dailyAgERA5 (Boogaard et al, 2022), FAO-AQUASTAT for et0 (FAO-AQUASTAT, 2024)
    soil_moisturesurface soil moisture, rootzone soil moisturessm (kg m-2), rsm (kg m-2)dailyGLDAS (Rodell et al, 2004)
    soilavailable water capacity, bulk density, drainage classawc (c m-1), bulk_density (kg dm-3), drainage class (category)staticWISE Soil database (Batjes, 2016)
    yieldend-of-season yieldyield (t ha-1)yearlyVarious country or region specific sources (see crop_statistics_... in https://github.com/BigDataWUR/AgML-CY-Bench/tree/main/data_preparation)

    Folder structure


    The CY-Bench dataset has been structure at first level by crop type and subsequently by country. For each country, the folder name follows the ISO 3166-1 alpha-2 two-character code. A separate .csv is available for each predictor data and crop calendar as shown below. The csv files are named to reflect the corresponding country and crop type e.g. **variable_croptype_country.csv**.
    ```
    CY-Bench

    └─── maize
    │ │
    │ └─── AO
    │ │ -- crop_calendar_maize_AO.csv
    │ │ -- fpar_maize_AO.csv
    │ │ -- meteo_maize_AO.csv
    │ │ -- ndvi_maize_AO.csv
    │ │ -- soil_maize_AO.csv
    │ │ -- soil_moisture_maize_AO.csv
    │ │ -- yield_maize_AO.csv
    │ │
    │ └─── AR
    │ -- crop_calendar_maize_AR.csv
    │ -- fpar_maize_AR.csv
    │ -- ...

    └─── wheat
    │ │
    │ └─── AR
    │ │ -- crop_calendar_wheat_AR.csv
    │ │ -- fpar_wheat_AR.csv
    │ │ ...
    ```

    Example : CSV data content for maize in country X

    ```
    X
    └─── crop_calendar_maize_X.csv
    │ -- crop_name (name of the crop)
    │ -- adm_id (unique identifier for a subnational unit)
    │ -- sos (start of crop season)
    │ -- eos (end of crop season)

    └─── fpar_maize_X.csv
    │ -- crop_name
    │ -- adm_id
    │ -- date (in the format YYYYMMdd)
    │ -- fpar

    └─── meteo_maize_X.csv
    │ -- crop_name
    │ -- adm_id
    │ -- date (in the format YYYYMMdd)

    │ -- tmin (minimum temperature)
    │ -- tmax (maximum temperature)
    │ -- prec (precipitation)
    │ -- rad (radiation)
    │ -- tavg (average temperature)
    │ -- et0 (evapotranspiration)
    │ -- cwb (crop water balance)

    └─── ndvi_maize_X.csv
    │ -- crop_name
    │ -- adm_id
    │ -- date (in the format YYYYMMdd)
    │ -- ndvi

    └─── soil_maize_X.csv
    │ -- crop_name
    │ -- adm_id
    │ -- awc (available water capacity)
    │ -- bulk_density
    │ -- drainage_class

    └─── soil_moisture_maize_X.csv
    │ -- crop_name
    │ -- adm_id
    │ -- date (in the format YYYYMMdd)
    │ -- ssm (surface soil moisture)
    │ -- rsm ()

    └─── yield_maize_X.csv
    │ -- crop_name
    │ -- country_code
    │ -- adm_id
    │ -- harvest_year
    │ -- yield
    │ -- harvest_area
    │ -- production

    Data access

    The full dataset can be downloaded directly from Zenodo or using the ```zenodo_get``` library


    License and citation


    We kindly ask all users of CY-Bench to properly respect licensing and citation conditions of the datasets included.

  17. D

    Corn Harvesting Machine Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Corn Harvesting Machine Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/corn-harvesting-machine-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Corn Harvesting Machine Market Outlook



    The global corn harvesting machine market size was valued at approximately USD 2.4 billion in 2023 and is projected to reach around USD 4.1 billion by 2032, growing at a CAGR of 6.2% from 2024 to 2032. The substantial growth factor attributed to this market is the increasing global demand for corn as a staple food and industrial raw material, coupled with advancements in agricultural machinery technologies.



    One of the primary growth drivers for the corn harvesting machine market is the rising global population, which consequently increases food demand. Corn is a critical crop for both human consumption and animal feed, making it a crucial component in the agricultural sector. The advent of modern agricultural practices and the need for higher productivity to meet this demand have catalyzed the adoption of advanced corn harvesting machinery. Furthermore, the integration of precision farming techniques and smart agricultural equipment is enhancing farm efficiency and output, thereby bolstering market growth.



    Technological advancements in agricultural machinery are another significant factor propelling market expansion. Innovations such as GPS-enabled tractors, automated steering systems, and IoT-based farm management solutions are transforming traditional farming methods. These advancements not only improve efficiency and reduce labor costs but also enhance the quality and consistency of harvests. The development of more sophisticated corn harvesting machines with better fuel efficiency and lower emissions is also contributing to the market's robust growth trajectory.



    Government policies and subsidies aimed at modernizing agriculture are further fueling the market. Many countries are implementing schemes to support farmers in acquiring high-tech machinery to boost agricultural productivity and sustainability. Financial incentives, along with educational programs about the benefits of modern farming equipment, are encouraging farmers to invest in corn harvesting machines. This trend is particularly noticeable in developing regions where agriculture forms a significant part of the economy.



    The integration of Precision Harvesting Machine technology is transforming the landscape of corn harvesting. These machines utilize advanced sensors and data analytics to optimize the harvesting process, ensuring maximum yield with minimal waste. By precisely targeting the optimal time for harvesting and adjusting to varying field conditions, precision harvesting machines enhance both efficiency and productivity. This technology is particularly beneficial in large-scale farming operations where even small improvements in efficiency can lead to significant increases in output. As the agricultural sector continues to embrace digital transformation, the adoption of precision harvesting machines is expected to rise, offering farmers a competitive edge in maximizing their crop potential.



    Regionally, North America accounts for a substantial share of the corn harvesting machine market, driven by its large-scale corn production and early adoption of advanced agricultural technologies. The presence of key market players and extensive R&D activities in the region further enhance its market position. Asia Pacific is expected to exhibit the highest growth rate owing to increasing mechanization in agriculture and governmental efforts to enhance food security. The growth dynamics and contributing factors in each region will be discussed in detail in subsequent sections.



    Product Type Analysis



    The corn harvesting machine market is segmented by product type into combine harvesters, forage harvesters, corn pickers, and others. Combine harvesters are integral to modern agriculture and dominate the market due to their multifunctionality, comprising reaping, threshing, and winnowing in a single process. These machines significantly reduce harvest time and labor costs, providing a substantial boost to farm productivity. Their growing adoption in large-scale farming operations, particularly in developed countries, underscores their market dominance.



    Forage harvesters, specialized for cutting and collecting forage crops, represent another significant segment. These machines are particularly important in regions with extensive livestock farming, as they enable efficient collection of high-quality feed. The demand for forage harvesters is closely linked to the dairy and meat production industri

  18. D

    Global dataset of historical yields of major crops (1.2+1.3 aligned version)...

    • search.diasjp.net
    Updated May 14, 2025
    + more versions
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    Toshichika Iizumi (2025). Global dataset of historical yields of major crops (1.2+1.3 aligned version) [Dataset]. http://doi.org/10.20783/DIAS.564
    Explore at:
    Dataset updated
    May 14, 2025
    Dataset provided by
    Institute for Agro-Environmental Sciences, National Agriculture and Food Research Organization
    Authors
    Toshichika Iizumi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The Global Dataset of Historical Yield (GDHY_v1_2_v1_3) offers annual time series data of 0.5-degree grid-cell yield estimates of major crops worldwide for the period 1981-2020. The crops considered in this dataset are maize, rice, wheat and soybean. The unit of yield data is tons per hectare (t/ha). The grd-cell yield data were estimated using the satellite-derived vegetation index and FAO-reported country yield statistics. Maize and rice have the data for each of two growing seasons (major/secondary). "Winter" and "spring" are used as the growing season categories for wheat. Only "major" growing season is available for soybean. These growing season categories are based on the global crop calendars (Sacks et al. 2010, DOI: 10.1111/j.1466-8238.2010.00551.x). The geographic distribution of harvested area changes with time in reality, but we used the time-constant data in 2000 (Monfreda et al., 2008, doi:10.1029/2007GB002947). Many missing values are found in the first (1981) and last (2020) years because grid-cell yields are not estimated for these years since the growing season is not completed when it spans two calendar years. The data for the period 1981-2010 are the same with the version 1.2 (GDHY_v1_2). For the period 2011-2020, a newly created version 1.3 using the satellite products that are different with earlier versions was alighned to ensure the continuity of yield time series. This version is therefore called "the alighned version v1.2+v1.3".

  19. D

    Corn Peeling Threshers Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
    Share
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    Dataintelo (2025). Corn Peeling Threshers Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/corn-peeling-threshers-market
    Explore at:
    pptx, pdf, csvAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Corn Peeling Threshers Market Outlook




    The global market size for corn peeling threshers was estimated to be USD 1.2 billion in 2023, and it is projected to reach USD 2.1 billion by 2032, growing at a Compound Annual Growth Rate (CAGR) of 6.2% during the forecast period. The growth of the corn peeling threshers market is driven by several factors, including the increasing demand for efficient and high-capacity agricultural machinery, the rising awareness regarding the benefits of mechanization in farming, and the growing adoption of advanced technologies in agricultural practices.




    A significant growth factor in the corn peeling threshers market is the increasing global population, which underscores the need for higher agricultural productivity. As the world population grows, the demand for food, particularly staple crops like corn, escalates. This has led to an increased adoption of mechanized agricultural equipment that enhances productivity and efficiency. Corn peeling threshers reduce the time and labor required for corn processing, thereby enabling farmers to meet the higher demand more effectively. The adoption of these machines is particularly critical in developing regions where traditional farming practices are still prevalent.




    Another factor contributing to the market's growth is the technological advancements in agricultural machinery. Modern corn peeling threshers are equipped with features that improve their efficiency and versatility. These advancements include automation, improved threshing techniques, and better energy efficiency. Such technological improvements make these machines more attractive to farmers looking to increase their yield and streamline their operations. Furthermore, the integration of IoT and AI in agricultural equipment allows for better monitoring and maintenance, ensuring optimal performance and reducing downtime.




    Government initiatives and subsidies aimed at promoting agricultural mechanization also play a crucial role in driving the market. Various governments around the world are offering financial assistance and subsidies to farmers for purchasing modern agricultural equipment. This support is intended to boost agricultural productivity and enhance food security. Additionally, training programs and awareness campaigns are being conducted to educate farmers about the benefits of using advanced machinery, further driving the adoption of corn peeling threshers.




    From a regional perspective, Asia Pacific is expected to be a significant market for corn peeling threshers. The region's large agricultural base and the presence of major corn-producing countries such as China and India contribute to the high demand for efficient agricultural machinery. North America and Europe are also key markets, driven by high technological adoption and the presence of established agricultural machinery manufacturers. In contrast, regions like Latin America and the Middle East & Africa are gradually catching up due to increasing agricultural activities and supportive government policies.



    The role of a Corn Harvester in modern agriculture cannot be overstated. These machines are pivotal in ensuring the efficient harvesting of corn, which is a critical step before the processing stage involving corn peeling threshers. Unlike threshers, which focus on separating the corn kernels from the cob, corn harvesters are designed to cut and gather the corn stalks from the field. The integration of corn harvesters in the agricultural process significantly reduces the time and labor required for harvesting, allowing farmers to manage larger fields with ease. This efficiency is particularly beneficial in regions with vast agricultural lands, where timely harvesting is crucial to prevent crop loss due to weather conditions. The use of corn harvesters complements the function of corn peeling threshers, creating a seamless workflow from field to processing.



    Product Type Analysis




    The corn peeling threshers market is segmented by product type into manual corn peeling threshers, electric corn peeling threshers, and tractor-mounted corn peeling threshers. Manual corn peeling threshers are traditionally used in regions with small-scale farming practices. These threshers are cost-effective and suitable for farmers with limited resources. However, their efficiency and capacity are limited compared to electric an

  20. India Agricultural Production: Foodgrains: Coarse Cereals: Maize: Jammu and...

    • ceicdata.com
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    CEICdata.com, India Agricultural Production: Foodgrains: Coarse Cereals: Maize: Jammu and Kashmir [Dataset]. https://www.ceicdata.com/en/india/production-of-foodgrains-in-major-states-coarse-cereals-maize/agricultural-production-foodgrains-coarse-cereals-maize-jammu-and-kashmir
    Explore at:
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Mar 1, 2005 - Mar 1, 2016
    Area covered
    India
    Variables measured
    Agricultural, Fishery and Forestry Production
    Description

    Agricultural Production: Foodgrains: Coarse Cereals: Maize: Jammu and Kashmir data was reported at 0.520 Ton mn in 2016. This records an increase from the previous number of 0.360 Ton mn for 2015. Agricultural Production: Foodgrains: Coarse Cereals: Maize: Jammu and Kashmir data is updated yearly, averaging 0.510 Ton mn from Mar 2001 (Median) to 2016, with 16 observations. The data reached an all-time high of 0.630 Ton mn in 2009 and a record low of 0.360 Ton mn in 2015. Agricultural Production: Foodgrains: Coarse Cereals: Maize: Jammu and Kashmir data remains active status in CEIC and is reported by Directorate of Economics and Statistics, Department of Agriculture and Farmers Welfare. The data is categorized under India Premium Database’s Agriculture Sector – Table IN.RIB013: Production of Foodgrains in Major States: Coarse Cereals: Maize.

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Statista (2025). Corn production worldwide 2024/2025, by country [Dataset]. https://www.statista.com/statistics/254292/global-corn-production-by-country/
Organization logo

Corn production worldwide 2024/2025, by country

Explore at:
68 scholarly articles cite this dataset (View in Google Scholar)
Dataset updated
Jul 25, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Time period covered
2024 - 2025
Area covered
Worldwide
Description

In 2024/2025, it is expected that the United States will be the largest producer of corn worldwide with a production volume amounting to about ***** million metric tons. China and Brazil rounded off the top corn producing countries. Corn production Corn, also known as maize, is a grain plant cultivated for food. The origin of this grain remains unknown, however, many historians believe that corn was first domesticated in Mexico's Tehuacan Valley. Types of corn include sweet corn, popcorn, pod corn, flint corn, flour corn, waxy corn and dent corn. Corn is one of the most important crops in the United States. Over the last years, the country's corn farmers experienced constant increases in annual revenues. In 2022/23, the U.S. was responsible for almost one-third of the global corn production. Iowa and Illinois were the top U.S. states based on harvested area of corn for grain in 2023. That year, Iowa's corn for grain production value amounted to approximately ***** million acres. In 2022/23, the United States exported around **** million metric tons of corn, making the nation the world's second largest corn exporter. Mexico and China were the leading buyers of U.S. corn in 2022, purchasing approximately *** million bushels and *** million bushels respectively.

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