Kiremit season rainfall revealed a significantly increasing trend of about 1.62 mm/year and 31.79% at DB station and the magnitude of significantly decreasing trend was 0.90 mm/year and 16.20% at SD station. The result could downplay the effects of decreasing RH on plants and wildfire. As presented in Table3, the Sen's slope estimator indicates an upward trend in four stations and a downward trend in three stations for annual rainfall. A numerical experiment where the values of T dew are altered to compensate for the RH error suggests that eliminating the atmospheric moisture bias could, in and of itself, decrease runoff up to 14 % in high-altitude regions east of the Sierra Nevada and Cascades, and reduce estimated Colorado River runoff at Lees Ferry up to 4 % by the end of the century. Therefore, the interannual rainfall distribution was very erratic. However, inEthiopia, as it is a highland country, tropical temperature conditions have no full spatialcoverage. It could also increase the probability of large fires in the northern and central US Rocky Mountains by 13 to 60 %. The variation for the belg season is presented in Figure2. Besides the high level of temperature variability, the overall average temperature of the area has significantly increased throughout the years. The percentage change over a period of time can be obtained from Sen's median slope and mean by assuming the linear trend in the long-term series using the following formula: In statistical terms, the moving average is also known as running average, used in order to explore a set of various data by creating an average value of various subsets for a data set. Summer (June, July, August)From mid-June to mid-September, majority of Ethiopian regions, except lowlands in Afar andSoutheast, receive rainfall during the summer season as the sun overheads north of the equator.High pressure cells develop on the Atlantic and Indian Oceans around the tropic of CapricornAlthough, the Atlantic contributes a lot, the Indian Oceans is also sources of rainfall. The exact position of the ITCZchanges over the course of the year, oscillating across the equator. Therefore, depending on the historical trend of rainfall variability and prolonged temperature increase, appropriate coping and adaptation strategies need to be encouraged. Out of seven stations, long-term annual maximum temperature has shown a significantly increasing trend (three stations at 5% significance level and two stations at 10% significance level). Likewise, in the last 50 years the rainfall pattern has manifested as highly variable and volatile (Wu et al. Therefore, there is a need for community-based coping and adaptation strategies such as adopting soil, water conservation and water harvesting strategies; and increasing diversified crops, high value and market oriented crops, fast growing crops and climate resistant crops, which are less susceptible to future climatic variability. Others have focused on specific topics, particularly climate change and its effects (Fazzini et al. Density distribution plots of observed climate indices for meteorological stations and gridded indices are also analysed, which indicate significant negative trends in the annual number of frost days and significant increasing trends in warm nights in the EH region over the 19602000 period. In the observations, warm spell duration, warm day-, and warm night frequencies exhibit statistically significant positive trends. In autumn the ITCZ shiftstowards the equator weakening the equatorial westerlies. The steepness of these trends generally falls between 0.22 and 0.47 on Sens slope estimator at a significance level of 5%. The analysis of vulnerability related to climate changes in Ethiopia implies that in the coming decades climate variability and volatility will threaten the social and economic order (damage to natural resources, agricultural productivity, water resources and ecosystems); therefore, the incidence and intensity of drought and famine occurrence is likely to increase. Likewise, as presented in Table2, the distribution of annual rainfall has shown to be very low with high PCI. For more than 70% of the world's population, the primary source of their livelihood has originated from weather sensitive agriculture (Suarez et al. Ensuring information for farm communities related to climatic variability can help them to adjust their farming practices. 2013; Muhire & Ahmed 2015). There has been a continuous decrease in the duration and distribution of rainfall during the last 35 years. At the annual scale, maximum and minimum temperatures significantly increased in over 33% of the Basin at a rate of 0.1 and 0.15 C per decade, respectively; however, the western part (12%) of the Basin experienced declining trends on annual and seasonal timescales. 2016). For instance, the variability, intensity and duration of temperature and rainfall affect crop production, especially for developing countries, particularly sub-Saharan countries in which the livelihoods of the population are dependent on subsistence and rainfed farming (Hulme et al. The present study aimed to undertake spatiotemporal analysis of seasonal and annual rainfall and temperature and its implications. 2012). The problem is high in developing countries, particularly sub-Saharan countries in which the majority of the population live on rainfed agriculture. Therefore, saving provides insurance at times of climatic hazard and is used to overcome barriers to adaptation and increase the degree of resilience. Enter the email address you signed up with and we'll email you a reset link. Finally, Pearson correlation analysis between climatic variables and crop production was analysed. A climate impact study in the Upper Blue Nile, North American Climate in CMIP5 Experiments. To determine the weighting the following general formula was employed (, Adapting to Climate Change: Natural Resource Management and Vulnerability Reduction, Background paper to the Task Force on Climate Change, Adaptation and Vulnerable Communities, Coping with drought among pastoral and agro-pastoral communities in eastern Ethiopia, Climate change adaptation strategies in Sub-Saharan Africa: foundations for the future, Climate Change-Realities, Impacts Over Ice Cap, Sea Level and Risks, Beyond the Famine: an Examination of the Issues Behind Famine in Ethiopia, International Institute for Relief and Development and Food for the Hungry International, Trend and variability of rainfall in Tigray, northern Ethiopia: analysis of meteorological data and farmers perception, Trending regional precipitation distribution and intensity: use of climatic indices, Trend analysis of rainfall and temperature data for India, Crop switching as a strategy for adapting to climate change, Annual rainfall and potential evapotranspiration in Ethiopia, Climate Change and Adaptation Options in Karamoja, Centennial rainfall variation in semi arid and tropical humid environments in the cardamom hill slopes, southern Western Ghats, India, Micro-level Analysis of Farmers Adaption to Climate Change in Southern Africa, International Food Policy Research Institute, Climate Change 2014: Synthesis Report. Winter (December, January and February)In winter, the overhead sun is far south of equator. The annual average temperature of the area is 19.7 C. The majorcontrols determining its distributions are latitude and cloud cover. Southern part ofEthiopia receives highest records of temperature in autumn and spring following the relativeshift of the sun; whereas in the northern part of the country, summer season is characterized byhigher temperature.It has to be noted that certain seasons should have special considerations. 2001; Kurukulasuriya & Mendelsohn 2008). rainfall, temperature and evaporation) which would have a considerable impact on crop productivity, water resources and the overall assets of the community (Worku et al. 2018 May 30;190(6):368. doi: 10.1007/s10661-018 . Spatiotemporal Patterns and Distribution of Temperature and Rainfall in Ethiopia, 5.5. This cereal crop shows stronger correlation with the kiremit rains. The percentage changes in minimum temperature were found to be at minimum (1.90%) and maximum (52.40%) in GIN and DBS stations, respectively. 2014; Mondal et al. (2011), adaptation strategies are an important mechanism for managing climatic change and variability. It is vital to link physical data analysis with endogenous knowledge and practices of farmers to strengthen their adaptive capacity. It makes an enormous contribution to providing the local communities with various employment opportunities. The indicators included in this study are based on many different information sources. 2010; Simane et al. This is particularly the case for the local community, whose economy is susceptible to variability and the erratic nature of rainfall and water shortage; recurrent drought is a common phenomenon. Throughout the year, 1,160 mm (46 in) of rain fall, with a maximum from June to September, which is the only remarkably rainy period. The reduction in precipitation is projected to be steepest over Northwestern Province and lessens southwards. Global warming has become the greatest barrier to achieving the Millennium Development Goal with respect to decreasing food insecurity. Some of the studies conducted are based on areal averages of spatial climatic variability (Seleshi & Demaree 1995; Osman & Sauerborn 2001). Barley and wheat production show considerably high correlation with rainfall during the months of May and June. 2011; Pachauri et al. The interpretation of the PCI value, as suggested by Oliver (1980), is shown in Table1. Notably, there is a significant increase in the maximum number of consecutive dry days and significant decreases in the number of days with at least 1 and 10 mm of precipitation. All the given crops show considerably high correlation with belg rainfall. The convergence of Northeast Trade winds and the Equatorial Westerlies forms theITCZ, which is a low-pressure zone.The inter-annual oscillation of the surface position of theITCZ causes a variation in the Wind flow patterns over Ethiopia and the Horn. Brigadier Libanda, Babra N A M W I I N G A Nkolola, The Impact of El Nio on Biodiversity, Agriculture and Food Security, Journal of Geoscience and Environment Protection, Hydrology and Earth System Sciences Discussions, Assessing climate change projections in the Volta Basin using the CORDEX-Africa climate simulations and statistical bias-correction, Kofi Antwi Yeboah, Komlavi Akpoti, Eric Mortey, Samuel Akowuah Okyereh, Changing temperature and precipitation extremes in the Hindu Kush-Himalayan region: an analysis of CMIP3 and CMIP5 simulations and projections, Projected trends in mean, maximum, and minimum surface temperature in China from simulations, Climate change impacts on an alpine watershed in Chile: Do new model projections change the story, Future humidity trends over the western United States in the CMIP5 global climate models and variable infiltration capacity hydrological modeling system, Long-term ozone changes and associated climate impacts in CMIP5 simulations, Simulation of historical and projected climate change in arid and semiarid areas by CMIP5 models. 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