Abstract
This paper addresses two fundamental questions on climate change and variability: to what extent has climate changed and/or varied over years in two districts of different agro-ecological regions or zones and how do any changes differ between the zones or districts? Given the rural-rural migration pattern observed between the districts, understanding climate change risk to rural livelihoods cannot be overemphasised. To assess change and variability, we utilise rainfall data-records over a 36-year period from 1980 to 2016. Results show that there are wide variations and differences within and between the districts. Evidence suggests a general reduction in both annual rainfall and wet days. There is also ground to suggest that the rainy season duration is becoming shorter, given that rainfall onset is increasingly starting late, while cessation is increasingly coming early. Dry spells frequency and duration trends within rainy season show an increase over the period examined. We conclude that local climate in both areas has changed over the period investigated. However, while Livingstone seems to have experienced more droughts and unreliable rainfall, Kabwe experienced a bigger change in both rainfall and rainy season duration. We further conclude that migrants into Kabwe and other inhabitants are not any safer from climate change risk.
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References
Agnew CT, Chappell A (1999) Drought in the Sahel. GeoJ 48(4):299–311. https://doi.org/10.1023/A:1007059403077
Amekudzi LK, Yamba EI, Preko K, Asare EO, Aryee J, Baidu M, Codjoe SNA (2015) Variabilities in Rainfall Onset, Cessation and Length of Rainy Season for the Various Agro-Ecological Zones of Ghana. Climate 3:417–434. https://doi.org/10.3390/cli3020416
Asfaw A, Simane B, Hassen A, Bantider A (2018) Variability and Time Series Trend Analysis of Rainfall and Temperature in Northcentral Ethiopia: A Case Study in Woleka Sub-Basin. Weather and Climate Extremes 19(March):29–41. https://doi.org/10.1016/J.WACE.2017.12.002
Ati OF, Stigter CJ, Oladipo EO (2002) A Comparison of Methods to Determine the Onset of the Growing Season in Northern Nigeria. Int J Climatol 22:731–742
Ayanlade A, Radeny M, Morton JF, Muchaba T (2018) Rainfall Variability and Drought Characteristics in Two Agro-Climatic Zones: An Assessment of Climate Change Challenges in Africa. Sci Total Environ 630(July):728–737. https://doi.org/10.1016/J.SCITOTENV.2018.02.196
Barbé LL, Lebel T, Tapsoba D (2002) Rainfall Variability in West Africa during the Years 1950–90. J Clim 15(15):187–202. https://doi.org/10.1175/1520-0442(2002)015<0187:RVIWAD>2.0.CO;2
Below TB, Schmid JC, Sieber S (2014) Farmers’ Knowledge and Perception of Climatic Risks and Options for Climate Change Adaptation: A Case Study from Two Tanzanian Villages. Reg Environ Chang 15(7):1169–1180. https://doi.org/10.1007/s10113-014-0620-1
Butzen S (1996) Flooding Damage to Corn. Crop Insights 6(12) https://www.pioneer.co.nz/maize-silage/product-information/silage-technical-insights/late-season-flooding-of-maize.html
Bylander M (2015) Depending on the Sky: Environmental Distress, Migration, and Coping in Rural Cambodia. Int Migr 53(5):135–147. https://doi.org/10.1111/imig.12087
CGIAR (2017) Climate-Smart Agriculture in Zambia. Montpellier, France https://ccafs.cgiar.org/publications/climate-smart-agriculture-zambia#.WwG9JUgvw2w
Chatelard G (2014) Chinese Agricultural Investments in Zambia. GREAT Insights 3(4) http://ecdpm.org/great-insights/emerging-economies-and-africa/chinese-agricultural-investments-zambia/
CSO (2010) “Census Report 2010.” Lusaka: Central Statistical Office (SCO) : Government of Republic of Zambia.
CSO (2015) Zambia Data at-a-glance. Retrieved March 21, 2018, from http://zambia.opendataforafrica.org/
Deressa TT, Hassan RM, Ringler C, Alemu T, Yesuf M (2009) Determinants of Farmers’ Choice of Adaptation Methods to Climate Change in the Nile Basin of Ethiopia. Glob Environ Chang 19(2):248–255. https://doi.org/10.1016/j.gloenvcha.2009.01.002
Douguedroit A (1987) The Variations of Dry Spells in Marseilles from 1865 to 1984. Int J Climatol 7(6):541–551
Dunning CM, Black ECL, Allan RP (2016) The Onset and Cessation of Seasonal Rainfall over Africa. J Geophys Res Atmos 121(19):11,405–11,424. https://doi.org/10.1002/2016JD025428
FAO (2005) “Zambia: Irrigation in Africa in Figures – AQUASTAT Survey.” Irrigation in Africa in figures – AQUASTAT Survey.
FAO (2018) Water Requirements of Crops. Online Repository 2018 http://www.fao.org/docrep/u3160e/u3160e04.htm
Feng X, Porporato A, Rodriguez-Iturbe I (2013) Changes in Rainfall Seasonality in the Tropics. Nat Clim Chang 3(9):811–815. https://doi.org/10.1038/nclimate1907
Fisher M, Abate T, Lunduka RW, Asnake W, Alemayehu Y, Madulu RB (2015) Drought Tolerant Maize for Farmer Adaptation to Drought in Sub-Saharan Africa: Determinants of Adoption in Eastern and Southern Africa. Clim Chang 133(2):283–299. https://doi.org/10.1007/s10584-015-1459-2
Gebremedhin K, Shetty A, Nandagiri L (2016) Analysis of Variability and Trends in Rainfall over Northern Ethiopia. Arabian Journal of Geosciences 9(451):451. https://doi.org/10.1007/s12517-016-2471-1
HarvestChoice (2010) Rainfall Variability and Crop Yield Potential. International Food Policy Research Institute, Washington, D.C. http://harvestchoice.org/node/2240
IPCC (2014) “Livelihoods and Poverty.” Climate Change 2014: Impacts, Adaptation and Vulnerability Part A: Global and Sectoral Aspects Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, 793–832. http://www.ipcc.ch/pdf/assessment-report/ar5/wg2/WGIIAR5-Chap13_FINAL.pdf.
Jaiswal RK, Lohani AK, Tiwari HL (2015) Statistical Analysis for Change Detection and Trend Assessment in Climatological Parameters. Environmental Process 2:729–749. https://doi.org/10.1007/s40710-015-0105-3
Kisaka MO, Mucheru-Muna M, Ngetich F, Mugwe J, Mugendi D, Mairura F (2015) Seasonal Rainfall Variability and Drought Characterization: Case of Eastern Arid Region, Kenya. Springer, Adapting African Agriculture to Climate Change, pp 53–71
Lázaro RF, Rodrigo S, Gutirrez L, Domingo J, Puigdefáfragas F (2001) Analysis of 30-Year Rainfall Record in Semi-Arid SE Spain for Implications on Vegetation. J Arid Environ 48(373–395)
Lei Y, Liu C, Zhang L, Luo S (2016) How Smallholder Farmers Adapt to Agricultural Drought in a Changing Climate: A Case Study in Southern China. Land Use Policy 55:300–308. https://doi.org/10.1016/j.landusepol.2016.04.012
Makondo CC, Thomas SDG (2019) Environmental change and migration as adaptation in rural economies: Evidence from Zambia’s rural–rural migration. Migration Dev. https://doi.org/10.1080/21632324.2019.1646534
Makondo CC, Chola K, Moonga B (2014) Climate Change Adaptation and Vulnerability: A Case of Rain Depenedent Small-Holder Farmers in Selected Districts in Zambia. Am J Clim Chang 3(4):388–403
Masupha TE, Moeletsi ME, Tsubo M (2016) Dry Spells Assessment with Reference to the Maize Crop in the Luvuvhu River Catchment of South Africa. Physics and Chemistry of the Earth, Parts A/B/C 92:99–111. https://doi.org/10.1016/j.pce.2015.10.014
Mathugama SC, Peiris TSG (2011) Critical Evaluation of Dry Spell Research. Int J Basic Appl Sci 11(6):153–160
Mugalavai EM, Kipkorir EC, Raes D, Rao MS (2008) Analysis of Rainfall Onset, Cessation and Length of Growing Season for Western Kenya. Agric For Meteorol 148(6–7):1123–1135. https://doi.org/10.1016/j.agrformet.2008.02.013
Nelson C (2010) Don’t Mourn, Organize. Academe 96(1):10–14. https://doi.org/10.1002/jid
Ng’ombe J, Kalinda T (2015) A Stochastic Frontier Analysis of Technical Efficiency of Maize Production Under Minimum Tillage in Zambia. Sustain Agric Res 4(2):31–46. https://doi.org/10.5539/sar.v4n2p31
Ngetich KF, Mucheru-Muna M, Mugwe JN, Shisanya CA, Diels J, Mugendi DN (2014) Length of Growing Season, Rainfall Temporal Distribution, Onset and Cessation Dates in the Kenyan Highlands. Agric For Meteorol 188:24–32. https://doi.org/10.1016/j.agrformet.2013.12.011
Nielsen RLB (2003) “Bacterial Ear Rot in Corn Due to Flooding.” Purdue University. 2003. https://www.agry.purdue.edu/ext/corn/news/articles.03/earrot-0720.html.
NOAA (2018) “Definition of Drought.” National Centres for Environmental Information 2018. https://www.ncdc.noaa.gov/monitoring-references/dyk/drought-definition.
Pai DS, Sridhar L, Guhathakurta P, Hatwar HR (2011) District-Wide Drought Climatology of the Southwest Monsoon Season over India Based on Standardized Precipitation Index (SPI). Springer: Natural Hazards 59(3):1797–1813
Perez, C., E. M Jones, P. Kristjanson, L. Cramer, P.K Thornton, W. Förch, and C. Barahona. 2015. “How Resilient Are Farming Households and Communities to a Changing Climate in Africa? A Gender-Based Perspective.” Glob Environ Chang 34: 95–107. https://doi.org/10.1016/j.gloenvcha.2015.06.003.
Sawa BA, Adebayo AA (2011) The Impact of Climate Change on Precipitation Effectiveness Indices in Northern Nigeria. Res J Environ Earth Sci 3(5):481–486
Seleshi Y, Zanke U (2004) Recent Changes in Rainfall and Rainy Days in Ethiopia. Int J Climatol 24(8):973–983. https://doi.org/10.1002/joc.1052
Sichingabula HM (1998) “Rainfall Variability, Drought and Implications of Its Impacts on Zambia, 1886-1996.” IAHS-AISH Publication, no 252: 125–134. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032413514&partnerID=40&md5=b2595f36dce0fac5ed5114bfc42ba8df.
Simatele D, Simatele M (2015) Migration as an Adaptive Strategy to Climate Variability: A Study of the Tonga-Speaking People of Southern Zambia. Disasters 39(4):762–781. https://doi.org/10.1111/disa.12124
Stern RD, Cooper PJM (2011) Assessing Climate Risk and Climate Change Using Rainfall Data – A Case Study from Zambia. Xperimental Agric 47(2):241–266 https://www.cambridge.org/core/services/aop-cambridge-core/content/view/3A1490E8A82D4AAE900DFA68C088451F/S0014479711000081a.pdf/div-class-title-assessing-climate-risk-and-climate-change-using-rainfall-data-a-case-study-from-zambia-div.pdf
Strutz T (2010) Data Fitting and Uncertainty : A Practical Introduction to Weighted Least Squares and Beyond. Springer Fachmedien Wiesbaden, Weisbaden, Germany
Sutcliffe C, Dougill AJ, Quinn CH (2015) Evidence and Perceptions of Rainfall Change in Malawi: Do Maize Cultivar Choices Enhance Climate Change Adaptation in Sub-Saharan Africa? Reg Environ Chang 16:1215–1224. https://doi.org/10.1007/s10113-015-0842-x
Tammets T (2010) Estimation of Extreme Wet and Dry Days through Moving Totals in Precipitation Time Series and Some Possibilities for Their Consideration in Agrometeorological Studies. Agron Res 8(Special Issue II):433–438
Thomas DSG, Twyman C, Osbahr H, Hewitson B (2007) Adaptation to Climate Change and Variability: Farmer Responses to Intra-Seasonal Precipitation Trends in South Africa. Clim Chang 83(3):301–322
Tilya FF, Mhita MS (2007) Frequency of Wet and Dry Spells in Tanzania. In: Sivakumar MVK, Ndiang’ui N (eds) Climate and Land Degradation. Environmental Science and Engineering (Environmental Science). Springer Berlin Heidelberg, Berlin, Heidelberg, pp 197–204
UNDP, GRZ (2010) Adaptation to the Effects of Drought and Climate Change in Agro-Ecological Regions I and II in Zambia. United Nations Department Programme and Government of Republic of Zambia, Lusaka
Unruh J, Cligget L, Hay R (2005) Migrant Land Rights Reception and ‘clearing to Claim’ in Sub-Saharan Africa: A Deforestation Example from Southern Zambia. 29(3):190–198
USAID (2014) Family Early Warning Systems Network: Zambia Livelihood Zones. Lusaka. Retrieved from http://www.fews.net/southern-africa/zambia/livelihood-zone-map/july-2014
Wood SJ, Jones DA, Moore RJ (2000) Accuracy of Rainfall Measurements for Scales of Hydrological Interest. Hydrol Earth Syst Sci 4(4):531–543
Yue S, Pilon P, Cavadias G (2002) Power of the Mann–Kendall and Spearman’s Rho Tests for Detecting Monotonic Trends in Hydrological Series. J Hydrol 259(1–4):254–271. https://doi.org/10.1016/S0022-1694(01)00594-7
ZARI (2008) Zambia Agro-Ecological Classification. Government of Republic of Zambia, Chilanga, Zambia
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Makondo, C.C., Thomas, D.S.G. Seasonal and intra-seasonal rainfall and drought characteristics as indicators of climate change and variability in Southern Africa: a focus on Kabwe and Livingstone in Zambia. Theor Appl Climatol 140, 271–284 (2020). https://doi.org/10.1007/s00704-019-03029-x
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DOI: https://doi.org/10.1007/s00704-019-03029-x