Improving rice yield and water productivity in dry climatic zones of West Africa: Season-specific strategies

IF 5.6 1区 农林科学 Q1 AGRONOMY
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Abstract

Context

Irrigated lowland systems contribute most to rice production in sub-Saharan Africa and play a critical role in meeting the increasing rice demand. However, in dry areas of West Africa, negative effects associated with climate change and widespread water scarcity hamper efforts to increase the productivity of irrigated rice. Quantifying rice yields and water productivity and identifying the drivers for the prevailing variability can aid in the targeting and dissemination of appropriate soil, water, and crop management practices.

Objective

The main objectives of this research were: (i) to quantify the rice yield gap in representative irrigated systems in dry areas of West Africa, both in wet and dry seasons, and identify factors that can contribute to narrowing the gap, and (ii) to assess the trade-offs or synergies between productivity and resource (water and fertiliser) use efficiency.

Methods

We monitored 203 and 192 smallholder farmers’ fields in the wet and dry seasons, respectively, in four contrasting irrigation schemes in Burkina Faso from 2018 to 2020 and assessed key performance indicators (grain yield, water productivity, and nutrient use efficiency). We calculated rice yield gaps (difference between exploitable and actual farmer yields) and identified the drivers of variability of yield and water productivity using machine learning and Shapley Additive exPlanations (SHAP) feature importance.

Results

Indicators of productivity and sustainability differed between irrigation schemes and seasons. Rice yield was higher in wet (5.3 Mg ha−1) than in dry seasons (3.7 Mg ha−1), while the variability was higher in the dry (CV = 46%) than in the wet seasons (CV = 29%). Also, the yield gap was slightly higher in the dry (36%) than in the wet seasons (31%). While differences in the number of seedlings per hill and the source of seeds were the key drivers of yield variability in wet-season rice, the split of N fertilizer applications, bird control, and the soil dryness index were the most important in dry-season rice. Furthermore, within seasons, high-yielding fields had higher water productivity, and N, P, and K use efficiencies.

Conclusion

These findings suggest that rice yields can be increased without trade-offs with water productivity and nutrient use efficiencies.

Significance

This is the first study highlighting the season-specificity of determinants of variability of yield and water productivity in irrigated rice in West Africa. Improved water and fertilizer management can contribute to achieving the dual goal of narrowing the yield gap and improving water productivity, while increasing nutrient use efficiency, particularly in the dry season.

提高西非干旱气候区的水稻产量和水分生产率:针对不同季节的战略
低地灌溉系统对撒哈拉以南非洲的水稻生产贡献最大,在满足日益增长的水稻需求方面发挥着至关重要的作用。然而,在西非干旱地区,气候变化和普遍缺水带来的负面影响阻碍了提高灌溉稻米生产率的努力。对水稻产量和水分生产率进行量化,并确定造成普遍变化的驱动因素,有助于有针对性地推广适当的土壤、水分和作物管理方法。这项研究的主要目标是(i) 量化西非干旱地区代表性灌溉系统在雨季和旱季的水稻产量差距,并确定有助于缩小差距的因素,以及 (ii) 评估生产力与资源(水和肥料)利用效率之间的权衡或协同作用。从 2018 年到 2020 年,我们分别在布基纳法索四个对比鲜明的灌溉计划中的 203 块和 192 块小农户田地的雨季和旱季进行了监测,并评估了主要绩效指标(谷物产量、水分生产率和养分利用效率)。我们利用机器学习和 Shapley Additive exPlanations(SHAP)特征重要性计算了水稻产量差距(可利用产量与农民实际产量之间的差异),并确定了产量和水分生产率变化的驱动因素。不同灌溉计划和不同季节的产量和可持续性指标各不相同。雨季的水稻产量(530 万公顷)高于旱季(370 万公顷),而旱季的变异性(CV = 46%)高于雨季(CV = 29%)。此外,旱季的产量差距(36%)略高于雨季(31%)。每丘秧苗数和种子来源的差异是湿季水稻产量差异的主要驱动因素,而氮肥施用量的分配、鸟类控制和土壤干燥指数则是旱季水稻产量差异的最重要因素。此外,在不同季节,高产田的水分生产率以及氮、磷和钾的利用率都较高。这些研究结果表明,水稻产量的提高无需牺牲水分生产率和养分利用效率。这是第一项强调西非灌溉水稻产量和水分生产率变化决定因素季节特异性的研究。改进水肥管理有助于实现缩小产量差距和提高水分生产率的双重目标,同时提高养分利用效率,尤其是在旱季。
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来源期刊
Field Crops Research
Field Crops Research 农林科学-农艺学
CiteScore
9.60
自引率
12.10%
发文量
307
审稿时长
46 days
期刊介绍: Field Crops Research is an international journal publishing scientific articles on: √ experimental and modelling research at field, farm and landscape levels on temperate and tropical crops and cropping systems, with a focus on crop ecology and physiology, agronomy, and plant genetics and breeding.
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