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Unravelling Farm-Level Constraints to Maize Productivity in northern Ghana

This study identifies nitrogen and phosphorus deficiencies, alongside rainfall variability and suboptimal management practices, as the primary constraints limiting maize productivity in smallholder farming systems in northern Ghana, highlighting the need for integrated nutrient and non-nutrient interventions to close the significant yield gap.

Original authors: Samuel Njoroge, Haruna Abdulai, Raphael Adu-Gyamfi, Vincent K. Avornyo, Askia Musah Mohammed, Shamie Zingore

Published 2026-08-26
📖 6 min read🧠 Deep dive

Original authors: Samuel Njoroge, Haruna Abdulai, Raphael Adu-Gyamfi, Vincent K. Avornyo, Askia Musah Mohammed, Shamie Zingore

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

In the vast, sun-drenched landscapes of northern Ghana, maize is more than just a crop; it is the foundation of daily life, the primary source of food, and a critical engine for family income. Yet, for the small-scale farmers who tend these fields, the harvest is often a gamble against a harsh reality. The soil is naturally poor, holding little of the essential nutrients plants need to thrive, and the rains are unpredictable, arriving late or vanishing in the middle of the growing season. For decades, the prevailing solution to low harvests has been to simply add more fertilizer, assuming that a lack of nutrients is the only thing holding farmers back. However, the complex relationship between soil, weather, and farming practices suggests that the answer is rarely that simple. To truly understand why crops fail or succeed, scientists must look beyond the surface, examining not just what is missing from the ground, but how the entire farming system interacts with a changing climate.

A team of researchers set out to unravel these mysteries in the northern regions of Ghana, specifically across the districts of Kpandai, East Gonja, and the Nanumba areas. They wanted to move beyond general assumptions and see exactly what was happening on individual farms. Over three consecutive years, from 2020 to 2022, they established a unique experiment on twenty-four different farms. Instead of just observing what farmers were already doing, the scientists worked directly with the farmers to create controlled test plots right in the middle of the fields. In each location, they set up six different scenarios to test how the maize responded to different combinations of nutrients. Some plots received no fertilizer at all, serving as a baseline. Others received specific pairs of nutrients, such as nitrogen and potassium, or phosphorus and potassium. One group received a complete package of nitrogen, phosphorus, and potassium, while the final group received that complete package plus a blend of secondary and micronutrients like sulfur, magnesium, zinc, and boron. Crucially, the researchers managed these plots themselves, ensuring that the seeds were planted at the correct density, weeds were controlled, and pests were treated, allowing them to isolate the effect of the nutrients from other variables.

The results painted a clear and somewhat sobering picture of the challenges facing these farmers. When left to their own devices without the researchers' intensive management, the average maize yield on these farms was just 1.7 tons per hectare. In stark contrast, when the researchers applied balanced nutrition and optimal farming techniques to the same types of land, the maize produced nearly 5.4 tons per hectare. This massive gap revealed that while the potential for high yields exists in the soil, it is currently locked away by a combination of factors. The most immediate barrier was the lack of fertilizer. The study confirmed that nitrogen and phosphorus were the two most critical missing ingredients. In almost every field, the crops responded dramatically when these two nutrients were added. However, the story did not end there. The researchers found that simply adding nitrogen and phosphorus was not enough to reach the full potential. In many fields, the crops were also held back by a lack of potassium, sulfur, magnesium, zinc, and boron. These secondary and micronutrients acted as a second layer of constraint, preventing the plants from reaching their full size even when the primary nutrients were present.

What made this study particularly revealing was its ability to show how these problems change over time and across different locations. The researchers discovered that the need for nutrients was not static. In the first year, the crops were primarily hungry for nitrogen and phosphorus. But as the seasons progressed and the same land was farmed repeatedly without replenishing the soil, the demand for potassium grew significantly. By the third year, the lack of potassium had become a major bottleneck, showing that the soil's reserves were being depleted faster than they could be naturally replaced. Furthermore, the response to fertilizer was not uniform across the region. Some fields responded vigorously to added nutrients, while others showed only a modest improvement. This variation was linked to what the researchers called "field quality." Fields that started with slightly better soil conditions or a history of better management were more responsive to fertilizer, while the poorest fields often struggled to utilize the added nutrients effectively, suggesting that the soil itself had structural issues, such as poor water retention, that fertilizer alone could not fix.

Perhaps the most significant finding was the overwhelming power of the weather to override even the best agricultural practices. The third year of the study was marked by severe drought and irregular rainfall patterns. Even in the plots where the researchers provided the perfect balance of all nutrients and managed the crops with expert care, the yields plummeted. In some cases, the crops failed completely. This demonstrated that no amount of fertilizer can fully compensate for a lack of water. The erratic nature of the rains in northern Ghana acts as a ceiling on productivity, limiting how much the farmers can achieve regardless of how well they manage their soil. The study also highlighted that the farmers' current practices, which often involve planting seeds too far apart or using local, unimproved seed varieties, further reduced the potential harvest. The density of plants in the farmers' fields was less than half of what is recommended, meaning that even if the soil were perfect, the land was not being used efficiently.

The researchers concluded that the path forward for increasing maize production in northern Ghana cannot rely on a single solution. Simply distributing more fertilizer to farmers will not solve the problem if the soil is too degraded to hold the nutrients or if the rains fail to arrive. Instead, the solution requires a holistic approach that addresses the entire system. This means combining the right mix of nutrients tailored to the specific needs of each field, rather than using a one-size-fits-all recommendation. It also means integrating organic matter into the soil to improve its ability to hold water and nutrients, and adopting farming practices that work with the local climate, such as rotating maize with legume crops like groundnuts. These legumes can naturally add nitrogen to the soil, reducing the need for chemical fertilizers and improving the overall health of the farm. By understanding the specific constraints of each field and the unpredictable nature of the weather, farmers and scientists can work together to build a more resilient and productive agricultural system that can sustain the communities that depend on it.

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