Abstract
Water resources such as lakes are important for sustaining human life and aquatic ecosystems, but a lack of understanding of pressures from anthropogenic activities and recurring floods and droughts can cause problems for communities and ecosystems because of their impact on lake size and water quality. This study aims to assess the impacts of anthropogenic and climate variation on the spatiotemporal pattern of Lake Babati in Tanzania by establishing physical trends over a period of more than four decades, and evaluate how land use/cover change and climatic variation influenced the pattern. The assessment was made using Landsat images acquired from the United States Geological Survey for the years 1973, 1986, 1991, 1995, 2000, 2005, 2010, 2015, and 2018; daily precipitation and temperature data spanning 1973–2018 sourced from the African Flood and Drought Monitor database, and augmented by field surveys of anthropogenic activities around Lake Babati Basin. Findings from this study revealed a fluctuation of lake surface area between 10.90 and 14.19 km2 over 45 years, partly attributed to rapid urbanization, agriculture and climate variation around the lake. The largest lake areal extent decrease of 2.72 km2 and largest increase of 3.29 km2 were experienced between 2000 and 2005 and 1995–2000, respectively. Enhanced understanding of lake size trends from these results and associated environmental threats can guide the implementation of community programs in the Lake Babati Basin. We recommend water resource management policy options that include awareness raising, diversification of income generating activities and enforcement of environmental laws.
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References
Abbott BW, Baranov V, Mendoza-lera C, Nikolakopoulou M, Harjung A, Kolbe T et al (2016) Earth-science reviews using multi-tracer inference to move beyond single-catchment ecohydrology. Earth-Sci Rev 160:19–42. https://doi.org/10.1016/j.earscirev.2016.06.014
Aguilar-Amuchastegui N, Henebry GM (2008) Characterizing tropical forest spatio-temporal heterogeneity using the Wide Dynamic Range Vegetation Index (WDRVI). Int J Remote Sens 29(24):7285–7291
Awotwi KGA, Quaye-Ballard J, Annor T, Forkuo EK (2017) Analysis of climate and anthropogenic impacts on runoff in the Lower Pra River Basin of Ghana. Heliyon 3:e00477. https://doi.org/10.1016/j.heliyon.2017
Babati Town Council (BTC) (2017) Strategic Plan for Conservation of Lake Babati and its Surroundings (2011-2017). Babati, Tanzania
Botter M, Burlando P, Fatichi S (2019) Anthropogenic and catchment characteristic signatures in the water quality of Swiss rivers: a quantitative assessment. Hydrol Earth Syst Sci 23:1885–1904
Carroll M, Wooten M, DiMiceli C, Sohlberg R, Kelly M (2016) Quantifying surface water dynamics at 30 meter spatial resolution in the North American high northern latitudes 1991–2011. Remote Sens 8(8):622. https://doi.org/10.3390/rs8080622
Deng Y, Jiang W, Tang Z, Li J, Lv J, Chen Z, Jia K (2017) Spatio-temporal change of lake water extent in Wuhan urban agglomeration based on Landsat images from 1987 to 2015. Remote Sens 9(3):270. https://doi.org/10.3390/rs9030270
Elmi O, Tourian M, Sneeuw N (2016) Dynamic river masks from multi-temporal satellite imagery: an automatic algorithm using graph cuts optimization. Remote Sens 8:1005. https://doi.org/10.3390/rs8121005
Esri Living Atlas (2016) https://livingatlas.arcgis.com/. Accessed 1 July 2019
Fowler RA, Saros JE, Osburn CL (2018) Shifting DOC concentration and quality in the freshwater lakes of the Kangerlussuaq region: an experimental assessment of possible mechanisms. Arct Antarct Alp 50(1):S100013. https://doi.org/10.1080/15230430.2018.1436815
Google Earth Pro (December 30, 1984; November 7, 2018) Lake Babati, Tanzania. 4° 14′ 17.14″ S and 35° 46′ 22.58″ E, Eye alt 19360 feet. Digital Globe 2019. Accessed 3 July 2019
Green AJ, Alcorlo P, Peeters ET, Morris EP, Espinar JL, Bravo-Utrera MA, Mooij WM (2017) Creating a safe operating space for wetlands in a changing climate. Front Ecol Environ 15(2):99–107
Halabisky M, Moskal LM, Gillespie A, Hannam M (2016) Reconstructing semi-arid wetland surface water dynamics through spectral mixture analysis of a time series of Landsat satellite images (1984–2011). Remote Sens Environ 177:171–183. https://doi.org/10.1016/j.rse.2016.02.040
Han X, Chen X, Feng L (2015) Four decades of winter wetland changes in Poyang Lake based on Landsat observations between 1973 and 2013. Remote Sens Environ 156:426–437. https://doi.org/10.1016/j.rse.2014.10.003
Higgins L, Caretta MA (2019) Lake extent changes in Basotu, Tanzania: a mixed-methods approach to understanding the impacts of anthropogenic influence and climate variability. Landsc Res 44(1):35–47. https://doi.org/10.1080/01426397.2017.1416599
Kahurananga J (1992a) Lake Babati, Tanzania and its immediate surroundings. Part I—baseline information; regional soil conservation unit (SIDA): Nairobi, Kenya
Kahurananga J (1992b) Lake Babati, Tanzania and its immediate surroundings. Part II—management & action plan: Nairobi Kenya
Kihara J, Tamene LD, Massawe P, Bekunda M (2015) Agronomic survey to assess crop yield, controlling factors and management implications: a case-study of Babati in northern Tanzania. Nutr Cycl Agroecosyst 102:5–16. https://doi.org/10.1007/s10705-014-9648-3
Kizito F (2019) Monitoring and assessment guidelines and options towards land restoration and water resources management in agricultural landscapes. Technical Bried. Cali, International Centre for Tropical Agriculture (CIAT)
Lantz TC, Turner KW (2015) Changes in lake area in response to thermokarst processes and climate in Old Crow Flats, Yukon. J Geophys Res Biogeosci 120:513–524. https://doi.org/10.1002/2014JG002744
Li L, Xia H, Li Z, Zhang Z (2015) Temporal-spatial evolution analysis of lake size-distribution in the middle and lower Yangtze River Basin using Landsat imagery data. Remote Sens 7(8):10364–10384. https://doi.org/10.3390/rs70810364
Lopez GM (2011) Modelling climatic and hydrological variability in Lake Babati, Northern Tanzania. Dissertation, Stockholm University
Mahoo H, Simukanga L, Kashaga RAL (2015) Water resources management in tanzania: identifying research gaps and needs and recommendations for a research agenda. Tanzan J Agric Sci 14(1):57–77
Mbanguka RP, Lyon SW, Holmgren K, Lopez MG, Jarsjö J (2016) Water balance and level change of lake Babati, Tanzania: sensitivity to hydroclimatic forcings. Water 8(12):572. https://doi.org/10.3390/w8120572
Mehran A, AghaKouchak A, Nakhjiri N, Stewardson MJ, Peel MC, Phillips TJ, Wada Y, Ravalico JK (2017) Compounding impacts of human-induced water stress and climate change on water availability. Sci Rep 7:6282. https://doi.org/10.1038/s41598-017-06765-0
Mongo C, Eid T, Kashaigili JJ, Malimbwi RE, Kajembe GC, Katani J (2014) Forest cover changes, stocking and removals under different decentralised forest management regimes in Tanzania. J Trop For Sci 26(4):484–494
Mubako S, Belhaj O, Heyman J, Hargrove W, Reyes C (2018) Monitoring of land use/land-cover changes in the arid transboundary middle rio grande basin using remote sensing. Remote Sens 10(12):2005. https://doi.org/10.3390/rs10122005
Mueller N, Lewis A, Roberts D, Ring S, Melrose R, Sixsmith J, Lymburner L, McIntyre A, Tan P, Curnow S, Ip A (2016) Water observations from space: mapping surface water from 25 years of Landsat imagery across Australia. Remote Sens Environ 174:341–352. https://doi.org/10.1016/j.rse.2015.11.003
National Bureau of Statistics (NBS) (2013) 2012 Population and housing census population distribution by administrative areas. http://www.tzdpg.or.tz/fileadmin/documents/dpg_internal/dpg_working_groups_clusters/cluster_2/water/WSDP/Background_information/2012_Census_General_Report.pdf. Accessed 4 July 2019
O’Connell E (2017) Towards adaptation of water resource systems to climatic and socio-economic change. Water Resour Manag 31(10):2965–2984
Pantaleo PA, Komakech HC, Mtei KM, Njau KN (2018) Contamination of groundwater sources in emerging African towns: the case of Babati town, Tanzania. Water Pract Technol 13(4):980–990. https://doi.org/10.2166/wpt.2018.104
Princeton Climate Analytics (PCA) (2019). https://platform.princetonclimate.com/PCA_Platform/. Accessed 1 July 2019
Sandström K (1995) The recent lake Babati floods in semi-arid Tanzania: a response to changes in land cover? Geografiska Annaler Ser A Phys Geogr 77(1/2):35–44. https://doi.org/10.2307/521276
Sangeda A, Mosha S (2011) Mid-term evaluation report, Tanzania Participatory Forest Management Project. FARMAfrica Babati
Seetharam K (2015) Challenges and opportunities for sanitation in developing countries. J Sci Policy Gov 7(1). http://www.sciencepolicyjournal.org/uploads/5/4/3/4/5434385/seetharam-jspg-issue7.pdf. Accessed 8 July 2019
Tesha I, Machunda R, Njau K, Mpolya E (2019) Water-handling patterns and associated microbial profiles in relation to hygiene in Babati Town, Tanzania. J Environ Public Health 2019:1–11. https://doi.org/10.1155/2019/5298247
Tranvik LJ, Downing JA, Cotner JB, Loiselle SA, Striegl RG, Ballatore TJ et al (2009) Lakes and reservoirs as regulators of carbon cycling and climate. Limnol Oceanogr 54(6, part 2):2298–2314
Tulbure MG, Broich M, Stehman SV, Kommareddy A (2016) Surface water extent dynamics from three decades of seasonally continuous Landsat time series at subcontinental scale in a semi-arid region. Remote Sens Environ 178:142–157
UNEP (2010) “Africa Water Atlas”. Division of early warning and assessment (DEWA). United Nations Environment Programme (UNEP). Nairobi, Kenya
URT (2007) National wildlife policy. Government Printer, Dar es Salaam
United Republic of Tanzania (URT), SNV and DFID (2014) Sanitation Baseline Results for Karatu, Babati, Geita, Kwimba, and Chato Districts in Tanzania. Sustainable Sanitation and Hygiene for all (SSH4A) Results Programme, SNV Development Works and UKAID. Government Printer, Dar es Salaam, Tanzania
USGS (2019) USGS earth explorer (EE). https://earthexplorer.usgs.gov/. Accessed 2 July 2019
Vincent WF (2009) Effects of climate change on lakes. 55–60. http://www.cen.ulaval.ca/warwickvincent/PDFfiles/229.pdf. Accessed 4 July 2019
Wu G, Liu Y (2016) Mapping dynamics of inundation patterns of two largest river-connected lakes in China: a comparative study. Remote Sens 8:560. https://doi.org/10.3390/rs8070560
Zheng J, Sun G, Li W, Yu X, Zhang C, Gong Y, Tu L (2016) Impacts of land use change and climate variations on annual inflow into the Miyun Reservoir, Beijing, China. Hydrol Earth Syst Sci 20:1561–1572. https://doi.org/10.5194/hess-20-1561-2016
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This research was supported by the Institute of International Education (IIE) through the Carnegie African Diaspora Fellowship Program (CADFP), a scholar fellowship program for educational projects at African higher education institutions under Project ID: PS00241640. The opinions in this paper are those of the authors, and do not necessarily reflect the views of the funding agency.
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Stanley Mubako: Formerly, Center for Environmental Resource Management, The University of Texas at El Paso, 500 W. University Avenue, El Paso, TX, 79968, USA.
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Peter, K.H., Nnko, H.J. & Mubako, S. Impacts of anthropogenic and climate variation on spatiotemporal pattern of water resources: a case study of Lake Babati, Tanzania. Sustain. Water Resour. Manag. 6, 47 (2020). https://doi.org/10.1007/s40899-020-00400-z
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DOI: https://doi.org/10.1007/s40899-020-00400-z