Extreme rainfall indices and their consequences on the local farming crop calendar: An agro-climatic zone based study

Enyew Azene Meharie, Mintesinot Azene Taye, Adane Tesfaye Lema, Melkamu Meseret Alemu

Article ID: 2312
Vol 4, Issue 2, 2023
DOI: https://doi.org/10.54517/ama.v4i2.2312
VIEWS - 156 (Abstract)

Abstract

The goal of this study is to investigate the extreme rainfall indices and their consequences on the local farming crop calendar among agro-climatic zones (ACZs) of the Abiya watershed. Climate Hazards Group Infrared Precipitation (CHIRPS) provided long-term (1981–2019) rainfall data for 50 sample grid points with a spatial resolution of 5 × 5 km. Different crops are affected differently by the same extreme rainfall event depending on when it occurred and how extreme it was; this means crop calendars for a specific time may be properly governed by extreme climatic conditions. There hasn’t been a sufficient published study on extreme rainfall indices and their consequences on crop calendars by considering various ACZ in Ethiopia. The study defined local crop calendar timing and the consequences of the extreme rainfall indices through focus group discussions. INSTAT+ software was applied to calculate eight extreme rainfall indices. The indices were evaluated using Mann-Kendall’s (MK) and Sen’s slope techniques to identify trends and determine variations in the magnitude, respectively. Increase and decrease indications for various crop calendars were found in each ACZ. Further, going-up signals were seen in the highlands, midlands, and all ACZs for land preparation time (LPT), sowing and management time (SaMT), and harvesting and threshing time (HaTP), respectively. While HaTT was found to be uniform in all ACZs, some of the declining trends in the indices were detected for LPT and SaMT in the cold-highland and highland zones. The perceived trend in indices across the whole ACZ will have direct and unintended consequences for watershed crop production. The findings imply that to reduce the unfavourable consequences of these extreme rainfall indices occurrences in the agricultural sector, it is necessary to develop suitable crop varieties and drought-tolerant crops, as well as an effective early warning system.


Keywords

agro-climatic zones; climatic hazards; crop calendar; extreme rainfall indices; rain-fed agriculture

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References

1. The Intergovernmental Panel on Climate Change. Climate change 2021: The physical science basis. Available online: https://www.ipcc.ch/report/ar6/wg1/ (accessed on 29 November 2023).

2. Power SB, Delage FP. Setting and smashing extreme temperature records over the coming century. Nature Climate Change 2019; 9(7): 529–534. doi: 10.1038/s41558-019-0498-5

3. Okwala T, Shrestha S, Ghimire S, et al. Assessment of climate change impacts on water balance and hydrological extremes in Bang Pakong-Prachin Buri river basin, Thailand. Environmental Research 2020; 186: 109544. doi: 10.1016/j.envres.2020.109544

4. Donat MG, Lowry AL, Alexander LV, et al. More extreme precipitation in the world’s dry and wet regions. Nature Climate Change 2016; 6(5): 508–513. doi: 10.1038/nclimate2941

5. Schneider S, Sarukhan J, Adejuwon J, et al. Overview of impacts, adaptation, and vulnerability to climate change. In: McCarthy JJ, Canziani OF, Leary NA, et al. (editors). Climate Change 2001: Impacts, Adaptation, and Vulnerability. Cambridge University Press; 2001. pp. 75–103.

6. Omondi PA, Awange JL, Forootan E, et al. Changes in temperature and precipitation extremes over the Greater Horn of Africa region from 1961 to 2010. International Journal of Climatology 2014; 34(4): 1262–1277. doi: 10.1002/joc.3763

7. Hoegh-Guldberg O, Jacob D, Taylor M, et al. Impacts of 1.5 ℃ global warming on natural and human systems. In: Masson-Delmotte V, Zhai P, Pörtner HO, et al. (editors). Global warming of 1.5 ℃: An IPCC Special Report on the Impacts of Global Warming of 1.5 ℃ above Pre-Industrial Levels and Related Global Greenhouse Gas Emission Pathways, in the Context of Strengthening the Global Response to the Threat of Climate Change. Intergovernmental Panel on Climate Change; 2019. pp. 175–311.

8. Liebmann B, Hoerling MP, Funk C, et al. Understanding recent eastern Horn of Africa rainfall variability and change. Journal of Climate 2014; 27(23): 8630–8645. doi: 10.1175/JCLI-D-13-00714.1

9. Lyon B. Seasonal drought in the Greater Horn of Africa and its recent increase during the March–May long rains. Journal of Climate 2014; 27(21): 7953–7975. doi: 10.1175/JCLI-D-13-00459.1

10. Yang W, Seager R, Cane MA, Lyon B. The East African long rains in observations and models. Journal of Climate 2014; 27(19): 7185–7202. doi: 10.1175/JCLI-D-13-00447.1

11. Omambia AN, Shemsanga C, Hernandez IAS. Climate change impacts, vulnerability, and adaptation in East Africa (EA) and South America (SA). In: Chen WY, Seiner J, Suzuki T, Lackner M (editors). Handbook of Climate Change Mitigation and Adaptation. Springer; 2012. pp. 749–799. doi: 10.1007/978-3-319-14409-2_17

12. Dile YT, Tekleab S, Ayana EK, et al. Advances in water resources research in the Upper Blue Nile basin and the way forward: A review. Journal of Hydrology 2018; 560: 407–423. doi: 10.1016/j.jhydrol.2018.03.042

13. Jothimani M, Abebe A, Dawit Z. Mapping of soil erosion-prone sub-watersheds through drainage morphometric analysis and weighted sum approach: A case study of the Kulfo River basin, Rift valley, Arba Minch, Southern Ethiopia. Modeling Earth Systems and Environment 2020; 6: 2377–2389. doi: 10.1007/s40808-020-00820-y

14. Mohammed JA, Gashaw T, Tefera GW, et al. Changes in observed rainfall and temperature extremes in the Upper Blue Nile Basin of Ethiopia. Weather and Climate Extremes 2022; 37: 100468. doi: 10.1016/j.wace.2022.100468

15. Worqlul AW, Dile YT, Ayana EK, et al. Impact of climate change on streamflow hydrology in headwater catchments of the Upper Blue Nile Basin, Ethiopia. Water 2018; 10(2): 120. doi: 10.3390/w10020120

16. Worku G, Teferi E, Bantider A, Dile YT. Observed changes in extremes of daily rainfall and temperature in Jemma Sub-Basin, Upper Blue Nile Basin, Ethiopia. Theoretical and Applied Climatology 2019; 135: 839–854. doi: 10.1007/s00704-018-2412-x

17. Mengistu D, Bewket W, Lal R. Recent spatiotemporal temperature and rainfall variability and trends over the Upper Blue Nile River Basin, Ethiopia. International Journal of Climatology 2014; 34(7): 2278–2292. doi: 10.1002/joc.3837

18. Mika J. Changes in weather and climate extremes: Phenomenology and empirical approaches. Climatic Change 2013; 121(1): 15–26. doi: 10.1007/s10584-013-0914-1

19. Yu H, Zhang Q, Sun P, Song C. Impact of droughts on winter wheat yield in different growth stages during 2001–2016 in Eastern China. International Journal of Disaster Risk Science 2018; 9: 376–391. doi: 10.1007/s13753-018-0187-4

20. Panda DK, Mishra A, Kumar A, et al. Spatiotemporal patterns in the mean and extreme temperature indices of India, 1971–2005. International Journal of Climatology 2014; 34(13): 3585–3603. doi: 10.1002/joc.3931

21. Libanda B. Multi-model synthesis of future extreme temperature indices over Zambia. Modeling Earth Systems and Environment 2020; 6(2): 743–757. doi: 10.1007/s40808-020-00734-9

22. Tierney JE, Smerdon JE, Anchukaitis KJ, Seager R. Multidecadal variability in East African hydroclimate controlled by the Indian Ocean. Nature 2013; 493(7432): 389–392. doi: 10.1038/nature11785

23. Wu C, Huang G, Yu H, et al. Spatial and temporal distributions of trends in climate extremes of the Feilaixia catchment in the upstream area of the Beijiang River Basin, South China. International Journal of Climatology 2014; 34(11): 3161–3178. doi: 10.1002/joc.3900

24. Megersa G, Tesfaye K, Getnet M, et al. Rainfall variability and its implications for wheat and barley production in central Ethiopia. Ethiopian Journal of Crop Science 2019; 7(2): 89–111.

25. Geremew GM, Mini S, Abegaz A. Spatiotemporal variability and trends in rainfall extremes in Enebsie Sar Midir district, northwest Ethiopia. Modeling Earth Systems and Environment 2020; 6: 1177–1187. doi: 10.1007/s40808-020-00749-2

26. Berhane A, Hadgu G, Worku W, Abrha B. Trends in extreme temperature and rainfall indices in the semi-arid areas of Western Tigray, Ethiopia. Environmental Systems Research 2020; 9(1): 1–20. doi: 10.1186/s40068-020-00165-6

27. Dinku T, Hailemariam K, Maidment R, et al. Combined use of satellite estimates and rain gauge observations to generate high-quality historical rainfall time series over Ethiopia. International Journal of Climatology 2014; 34(7): 2489–2504. doi: 10.1002/joc.3855

28. Asfaw A, Simane B, Hassen A, Bantider A. Variability and time series trend analysis of rainfall and temperature in northcentral Ethiopia: A case study in Woleka sub-basin. Weather and Climate Extremes 2018; 19: 29–41. doi: 10.1016/j.wace.2017.12.002

29. Ayalew D, Tesfaye K, Mamo G, et al. Variability of rainfall and its current trend in Amhara region, Ethiopia. African Journal of Agricultural Research 2012; 7(10): 1475–1486. doi: 10.5897/AJAR11.698

30. Ministry of Agriculture (MoA). Agro-Ecological Zonation of Ethiopia. Ministry of Agriculture (MoA); 2000.

31. Bureau of Finance and Economic Development (BoFED). Population Affaires Core Process Based on 2012 Inter-Censal Survey: Amhara National Regional State Development Indicator. Bureau of Finance and Economic Development (BoFED); 2014. p. 15.

32. Alemayehu A, Bewket W. Determinants of smallholder farmers’ choice of coping and adaptation strategies to climate change and variability in the central highlands of Ethiopia. Environmental Development 2017; 24: 77–85. doi: 10.1016/j.envdev.2017.06.006

33. Fenta AA, Yasuda H, Shimizu K, et al. Evaluation of satellite rainfall estimates over the Lake Tana basin at the source region of the Blue Nile River. Atmospheric Research 2018; 212: 43–53. doi: 10.1016/j.atmosres.2018.05.009

34. Dinku T, Funk C, Peterson P, et al. Validation of the CHIRPS satellite rainfall estimates over eastern Africa. Quarterly Journal of the Royal Meteorological Society 2018; 144: 292–312. doi: 10.1002/qj.3244

35. Lemma E, Upadhyaya S, Ramsankaran RA. Investigating the performance of satellite and reanalysis rainfall products at monthly timescales across different rainfall regimes of Ethiopia. International Journal of Remote Sensing 2019; 40(10): 4019–4042. doi: 10.1080/01431161.2018.1558373

36. Taye M, Sahlu D, Zaitchik BF, Neka M. Evaluation of satellite rainfall estimates for meteorological drought analysis over the upper Blue Nile basin, Ethiopia. Geosciences 2020; 10(9): 352. doi: 10.3390/geosciences10090352

37. Alemu MM, Bawoke GT. Analysis of spatial variability and temporal trends of rainfall in Amhara region, Ethiopia. Journal of Water and Climate Change 2020; 11(4): 1505–1520. doi: 10.2166/wcc.2019.084

38. Albert MG, Tank K, Zwiers FW, Zhang X. Guidelines on Analysis of Extremes in a Changing Climate in Support of Informed Decisions for Adaptation. World Meteorological Organization; 2009. 52p.

39. Stern R, Rijks D, Dale I, Knock J. INSTAT Climatic Guide. University of Reading; 2006.

40. Ngongondo C, Xu CY, Gottschalk L, Alemaw B. Evaluation of spatial and temporal characteristics of rainfall in Malawi: A case of data scarce region. Theoretical and Applied Climatology 2011; 106: 79–93. doi: 10.1007/s00704-011-0413-0

41. Von Storch H. Misuses of statistical analysis in climate research. In: Storch H, Navarra A (editors). Analysis of Climate Variability: Applications of Statistical Techniques. Springer; 1999. pp. 11–26. doi: 10.1007/978-3-662-03744-7_2

42. Fiwa L, Vanuytrecht E, Wiyo KA, Raes D. Effect of rainfall variability on the length of the crop growing period over the past three decades in central Malawi. Climate Research 2014; 62(1): 45–58. doi: 10.3354/cr01263

43. Feng G, Cobb S, Abdo Z, et al. Trend analysis and forecast of precipitation, reference evapotranspiration, and rainfall deficit in the Blackland Prairie of Eastern Mississippi. Journal of Applied Meteorology and Climatology 2016; 55(7): 1425–1439. doi: 10.1175/JAMC-D-15-0265.1

44. Poudel S, Shaw R. The relationships between climate variability and crop yield in a mountainous environment: A case study in Lamjung District, Nepal. Climate 2016; 4(1): 13. doi: 10.3390/cli4010013

45. Mandale VP, Mahale DM, Nandgude SB, et al. Spatio-temporal rainfall trends in Konkan region of Maharashtra State. Advanced Agricultural Research & Technology Journal 2017; 1(1): 61–69.

46. Chattopadhyay S, Edwards DR. Long-term trend analysis of precipitation and air temperature for Kentucky, United States. Climate 2016; 4(1): 10. doi: 10.3390/cli4010010

47. Jain SK, Kumar V. Trend analysis of rainfall and temperature data for India. Current Science 2012; 102(1): 37–49.

48. Mekonen AA, Berlie AB. Spatiotemporal variability and trends of rainfall and temperature in the Northeastern Highlands of Ethiopia. Modeling Earth Systems and Environment 2020; 6: 285–300. doi: 10.1007/s40808-019-00678-9

49. Bayable G, Amare G, Alemu G, Gashaw T. Spatiotemporal variability and trends of rainfall and its association with Pacific Ocean Sea surface temperature in West Harerge Zone, Eastern Ethiopia. Environmental Systems Research 2021; 10(1): 1–21. doi: 10.1186/s40068-020-00216-y

50. Endale BW, Simphiwe EM, Yimer AA. Trends in climate extremes at local farming calendar timescale: Evidence from Merti District, Ethiopia. Modeling Earth Systems and Environment 2021; 7: 2329–2339. doi: 10.1007/s40808-020-00977-6

51. Gummadi S, Rao KP, Seid J, et al. Spatio-temporal variability and trends of precipitation and extreme rainfall events in Ethiopia in 1980–2010. Theoretical and Applied Climatology 2018; 134(3–4): 1315–1328. doi: 10.1007/s00704-017-2340-1

52. Birhan DA, Zaitchik BF, Fantaye KT, et al. Observed and projected trends in climate extremes in a tropical highland region: An agroecosystem perspective. International Journal of Climatology 2022; 42(4): 2493–2513. doi: 10.1002/joc.7378

53. Kebede G, Bewket W. Variations in rainfall and extreme event indices in the wettest part of Ethiopia. SINET: Ethiopian Journal of Science 2009; 32(2): 129–140. doi: 10.4314/sinet.v32i2.68864

54. Ademe D, Zaitchik BF, Tesfaye K, et al. Climate trends and variability at adaptation scale: Patterns and perceptions in an agricultural region of the Ethiopian Highlands. Weather and Climate Extremes 2020; 29: 100263. doi: 10.1016/j.wace.2020.100263

55. Wubaye GB, Gashaw T, Worqlul AW, et al. Trends in rainfall and temperature extremes in Ethiopia: Station and agro-ecological zone levels of analysis. Atmosphere 2023; 14(3): 483. doi: 10.3390/atmos14030483

56. Mohammed Y, Yimer F, Tadesse M, Tesfaye K. Variability and trends of rainfall extreme events in north east highlands of Ethiopia. International Journal of Hydrology 2018; 2(5): 594–605. doi: 10.15406/ijh.2018.02.00131

57. Chabala LM, Kuntashula E, Kaluba P. Characterization of temporal changes in rainfall, temperature, flooding hazard and dry spells over Zambia. Universal Journal of Agricultural Research 2013; 1(4): 134–144. doi: 10.13189/ujar.2013.010403

58. Megersa G, Tesfaye K, Getnet M, Tana T. Rainfall Variability and its implications for wheat and barley production in Central Ethiopia. Ethiopian Journal of Crop Science 2019; 7(2): 89–111.

59. Kassie BT, Hengsdijk H, Rötter R, et al. Adapting to climate variability and change: Experiences from cereal-based farming in the Central Rift and Kobo Valleys, Ethiopia. Environmental Management 2013; 52(5): 1115–1131. doi: 10.1007/s00267-013-0145-2

60. van der Velde M, Tubiello FN, Vrieling A, Bouraoui F. Impacts of extreme weather on wheat and maize in France: Evaluating regional crop simulations against observed data. Climatic Change 2012; 113(3–4): 751–765. doi: 10.1007/s10584-011-0368-2

61. Deressa TT, Hassan RM. Economic impact of climate change on crop production in Ethiopia: Evidence from cross-section measures. Journal of African Economies 2009; 18(4): 529–554. doi: 10.1093/jae/ejp002

62. Teklewold A, Mamo G, Admassu H. Impacts of climate change on crop production in Ethiopia. In: Mahoo H, Radeny M, Kinyangi J, Cramer L (editors). Climate Change Vulnerability and Risk Assessment of Agriculture and Food Security in Ethiopia: Which Way Forward? CGIAR Research Program on Climate Change, Agriculture and Food Security; 2013. pp. 13–44.

63. Evangelista P, Young N, Burnett J. How will climate change spatially affect agriculture production in Ethiopia? Case studies of important cereal crops. Climatic Change 2013; 119(3): 855–873. doi: 10.1007/s10584-013-0776-6

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