Modelling rainfed pearl millet yield sensitivity to abiotic stresses in semi-arid central Tanzania, Eastern Africa
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Date
2019-08
Journal Title
Journal ISSN
Volume Title
Publisher
Sustainability
Abstract
Drought and heat-tolerant crops, such as Pearl millet (Pennisetum glaucum), are priority
crops for fighting hunger in semi-arid regions. Assessing its performance under future climate
scenarios is critical for determining its resilience and sustainability. Field experiments were conducted
over two consecutive seasons (2015/2016 and 2016/2017) to determine the yield responses of the crop
(pearl millet variety “Okoa”) to microdose fertilizer application in a semi-arid region of Tanzania.
Data from the experiment were used to calibrate and validate the DSSAT model (CERES Millet).
Subsequently, the model evaluated synthetic climate change scenarios for temperature increments
and precipitation changes based on historic observations (2010–2018). Temperature increases of
+0.5 to +3.0 ◦C (from baseline), under non-fertilized (NF) and fertilizer microdose (MD) conditions
were used to evaluate nine planting dates of pearl millet from early (5 December) to late planting
(25 February), based on increments of 10 days. The planting date with the highest yields was subjected
to 49 synthetic scenarios of climate change for temperature increments and precipitation changes (of
−30% up to +30% from baseline) to simulate yield responses. Results show that the model reproduced
the phenology and yield, indicating a very good performance. Model simulations indicate that
temperature increases negatively affected yields for all planting dates under NF and MD. Early and
late planting windows were more negatively affected than the normal planting window, implying
that temperature increases reduced the length of effective planting window for achieving high yields
in both NF and MD. Farmers must adjust their planting timing, while the timely availability of
seeds and fertilizer is critical. Precipitation increases had a positive effect on yields under all tested
temperature increments, but Okoa cultivar only has steady yield increases up to a maximum of 1.5 ◦C,
beyond which yields decline. This informs the need for further breeding or testing of other cultivars
that are more heat tolerant. However, under MD, the temperature increments and precipitation
change scenarios are higher than under NF, indicating a high potential of yield improvement under
MD, especially with precipitation increases. Further investigation should focus on other cropping
strategies such as the use of in-field rainwater harvesting and heat-tolerant cultivars to mitigate the
effects of temperature increase and change in precipitation on pearl millet yield.
Description
Keywords
Pearl millet, DSSAT-CERES Millet, planting dates, climate change, microdose