Modeling Climate Change and its Impacts on Food Barley (HorduemvulgareL.) Production using Different Climate Change Scenariosin Lemubilbilo District, Oromia Regional State,Ethiopia

BekeleKebebe, DiribaKorecha, GirmaMamo, Tilahun Dandesa, MekonnenYibrah
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Abstract

Climate change is one of the current issues that severely impact all climate sensitive sectors like agriculture. The manifestation of climate change such as rising temperatures, increasingly erratic rainfall, and more frequent and severe floods and droughts have grave consequences on the livelihood security of smallholder farming communities, making them more vulnerable. Agriculture plays a great role in the livelihood of rural communities in many African countries. Most such countries are, however, predicted to be among the globe’s most vulnerable to climatic changes (Schlenker and Lobell, 2010; Samson et al., 2011; Morand et al., 2012). Muller et al. (2011) noted that the negative consequences of climate change are anticipated overall for Africa where over 95 % of the farmers subsist on rain-fedagriculture. In Ethiopia, agriculture is the dominant sector contributing around 50% of the Gross Domestic Product (GDP) and 85% of total employment and livelihoods. It is also the major source of food for the population and, hence, the prime contributor to food security (CEEPA, 2006). Climate Resilient Green Economy (CRGE, 2011) noted that climate change has the potential to hold back economic progress, or reverse the gains made in Ethiopia’s development and could exacerbate social and economic problems. It is heavily dependent on rainfall, with irrigation accounting for less than 1% of the country’s total cultivated land. Crop production is dominated by small scale subsistence farmers (about 8 million households) who practice more traditional farming, accounting for 95% of the total area under crop and more than 90% of the total agricultural output (CSA, 2011). Vulnerable agricultural systems are most prevalent in arid, semi-arid, and dry subhumid regions of the developing world, home to half of the world’s currently malnourished Abstract: Agriculture remains the main source of food and income for most rural communities in Ethiopia. Understanding the impact of climate change on crop production can help to optimize schemes and increase yields. The main aim of this study was, therefore, to modeling climate change and its impacts on food barley (horduem vulgare l.) production using different climate change scenarios in Lemu Bilbilo district, Oromia regional state, Ethiopia. Time series anomaly for temperature showed that both annual maximum and minimum temperature have increased by 0.06 oC and 0.11 oC respectively and rainfall showed slight variability during the period of 1980-2010.The projected temperature and rainfall pattern shows that an overall increasing trend in annual temperature and significant variation of monthly and seasonal rainfall from the historical period of time. Days to flowering, maturity and yield of HB1307 variety simulated by DSSAT V4.6 model was calibrated and evaluated by Root Mean Square Error (RMSE), Index of agreement (IA) and coefficient of determination (R2). Therefore, RMSE, IA and R2 revealed a very nice agreement with observed data’s set. The Results indicate that food barley yield decreases on average by 22%, 24% in 2030s RCP4.5 and RCP8.5 respectively. Similarly yield decreases on average by RCP4.5 (25%) and RCP8.5 (19%) in 2050s relative to the baseline (1980-2009) due to climate change. Early sowing should be considered as an adaptation strategy for food barley under future climate.
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气候变化模拟及其对食用大麦的影响埃塞俄比亚奥罗米亚州Lemubilbilo地区不同气候变化情景下的生产
气候变化是当前严重影响农业等所有气候敏感部门的问题之一。气候变化的表现形式,如气温上升、降雨越来越不稳定、洪水和干旱更加频繁和严重,对小农社区的生计安全造成严重后果,使他们更加脆弱。在许多非洲国家,农业在农村社区的生计中发挥着重要作用。然而,据预测,大多数这样的国家将是全球最容易受到气候变化影响的国家(Schlenker和Lobell, 2010;Samson et al., 2011;Morand et al., 2012)。Muller等人(2011)指出,预计气候变化的负面影响将总体上影响到非洲,那里95%以上的农民依靠雨养农业为生。在埃塞俄比亚,农业是占主导地位的部门,贡献了约50%的国内生产总值(GDP)和85%的总就业和生计。它也是人口的主要食物来源,因此是粮食安全的主要贡献者(CEEPA, 2006年)。气候适应型绿色经济(CRGE, 2011)指出,气候变化有可能阻碍经济进步,或逆转埃塞俄比亚在发展中取得的成果,并可能加剧社会和经济问题。它严重依赖降雨,灌溉面积不到全国耕地总面积的1%。作物生产主要由小规模自给农民(约800万户)主导,他们采用更传统的耕作方式,占作物总面积的95%,占农业总产量的90%以上(CSA, 2011)。脆弱的农业系统在发展中国家的干旱、半干旱和干燥半湿润地区最为普遍,这些地区是目前世界上一半营养不良人口的家园。了解气候变化对作物生产的影响有助于优化方案和提高产量。因此,本研究的主要目的是利用埃塞俄比亚奥罗米亚州Lemu Bilbilo地区不同的气候变化情景,模拟气候变化及其对食用大麦(horduem vulgare l.)生产的影响。气温时间序列异常显示,1980—2010年最高气温和最低气温分别上升了0.06 oC和0.11 oC,降水呈现轻微变化。预估的气温和降雨模式显示,从历史时段来看,年气温总体呈上升趋势,月降雨量和季节降雨量变化显著。采用DSSAT V4.6模型模拟HB1307品种的花期、成熟期和产量,采用均方根误差(RMSE)、一致性指数(IA)和决定系数(R2)进行校正和评价。因此,RMSE, IA和R2显示与观测数据集非常吻合。结果表明:2030年代RCP4.5和RCP8.5处理下,食用大麦产量平均下降22%、24%;同样,由于气候变化,到2050年代,相对于基线(1980-2009年),产量平均下降RCP4.5(25%)和RCP8.5(19%)。早播是未来气候条件下食用大麦的一种适应策略。
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