Assessing the Implications of Water Harvesting Intensification on Upstream-Downstream Social-Ecological Resilience: A case study in the Lake Tana Basin Yihun Dile a,b , Raghavan Srinivasan c , Louise Karlberg b , and Johan Rockström a a Stockholm Resilience Center, Stockholm University, Stockholm, Sweden b Stockholm Environment Institute, Stockholm, Sweden c Texas A&M University, Texas, USA
Rationales Rainfall variability – dryspells and droughts Dry spells Drought Water harvesting systems can bridge this rainfall variability ? In-situ water harvesting Ex-situ water hatvesting Upstream-downstream implications
Research Area WH suitability study Hydrological Modelling Understanding implications
Data Area Land cover types (% of basin) Dominantly cultivated 51.35 C2: Moderatly cultivated 22.34 Woodland open; Shrubland; Afro alpine; Forest 2.91 Grassland 2.83 Water body 20.19 Area FAO soil name (% of basin) Texture Eutric Leptosols 12.38 LOAM Haplic Nitisols 1.29 CLAY_LOAM Chromic Luvisols 16.00 CLAY_LOAM Eutric Vertisols 11.74 CLAY Eutric Cambisols 0.01 LOAM Eutric Fluvisols 9.79 LOAM Haplic Luvisols 20.62 LOAM Eutric Regosols 0.28 SANDY_LOAM Lithic Leptosols 2.86 CLAY_LOAM Haplic Alisols 4.77 CLAY 4
Model setup and simulation Basin Area: 15129 km 2 Total No subbasins: 959 Subasin sizes: 500-3000ha Total No HRUs: 9963 Flow calibrated at 3 gauging stations Climate data rainfall, Max & Min - 1990-2011 Global weather data – weather genrator Evapotranspiration Hargreaves’s method Surface runoff estimation Curve number method Stream routing Variable storage method Hydrological data 1990-2007
Management Two reserviors Principal spillway Emergency spillway Elevation * Area(km 2 ) Volume(Mm 3 ) Elevation Area(km 2 ) Volume(Mm 3 ) Lake Tana 1784 2,766 20,300 1787 2983 29,100 Angereb 2135 0.5 3.53 2138 0.6 5.16 Reservior Fertilizer application Tillage operations depth of till of 15cm, and mixing efficiency of 0.3 tillage frequency of 4 Pescticide application 2.4.D amine weed killer 1 liter/ha ~ 0.379kg/ha 6
Model Calibration and Validation at Megech NSE=0.76 NSE=0.74 PBIAS=4.0% PBIAS=40.2%
Model setup and simulations Subbasins No.: 482 HRUs No.: 786 Total area: 10 sq.km Subbasin size: 1-6ha Climate data rainfall, Max & Min - 1990-2011 Evapotranspiration Hargreaves’s method Global weather data – weather genrator Surface runoff estimation Curve number method Stream routing Variable storage method
Management Ponds implemented as reserviors size that can store water for ONSEASON and OFFSEASON irrigation size determined for combination of different climatic years & nutrient application Crop rotation is applied ONSEASON (July-Dec) – TEFF OFFSEASON (Jan-April) – Onion Fertilizer Current fertilizer application for TEFF Blankert fertilizer recommendation (MoAR) for TEFF Blanker fertilizer recommendation for Onion Tillage operations depth of till of 15cm, and mixing efficiency of 0.3 tillage frequency of 4 Pescticide application 2.4.D amine weed killer 1 liter/ha ~ 0.379kg/ha
Water Harvesting Implementation Scenarios Fir irst st cla lass ss su suit itabi ability lity – HRUs that consist of a slope<2%, Soil: Luvisols, and Vertisols; and agricultural land. Area = 0.14km 2 (1.14% of watershed) Second econd clas lass s su suit itabil ability ity – HRUs of slope: <8%; Soil: Luvisols, and vertisols; and agricultural land. Area = 3.79km 2 (38% of watershed) Thi hird cla lass ss su suit itabil ability ity – HRUs of slope: <12%; soil: Luvisols, and vertisols; and agricultural land. Area = 5.07km 2 (51% of watershed) Nut utrient ient sc scenari enarios os Cu Curr rrent ent nutrie rient nt ap applica cation ion ra rate TEFF – 1st stage: UREA - 15kg/ha and DAP – 15kg/ha 2nd stage: UREA – 15kg/ha Onion – 1st stage: UREA – 85kg/ha, and DAP – 30kg/ha 2nd stage: UREA – 85kg/ha Blanket et Nutrient ient Reco commendat endation ion (B (BNR1) ) TEFF – 1stage: UREA – 50kg/ha, and DAP – 30kg/ha 2nd stage: UREA – 50kg/ha Onion – 1st stage: UREA – 85kg/ha, and DAP – 30kg/ha 2nd stage: UREA – 85kg/ha Blanket et Nutrient ient Reco commendat endation ion (B (BNR2) ) TEFF – 1st stage: UREA – 85kg/ha, and DAP – 30kg/ha 2nd stage: UREA – 85kg/ha Onion – 1st stage: UREA – 85kg/ha, and DAP – 30kg/ha 2nd stage: UREA – 85kg/ha
Change in crop yield (%)
Change in crop yield (%)
Change in biomass (%)
Change in biomass (%)
Onion production (ton/ha)
year IRR VOL(m^3) WYLD(m^3) percentage 1995 (drier) 532,485.68 1,839,334.07 28.95 2000 (wetter) 309,326.90 7,063,383.30 4.38
Discussion and conclusion U/S Benefits/costs D/S Benefits/costs Crop yield +++ + Biomass +++ + Soil loss ++ ++ Low flows + ++ Peak flows + ++ Total flow - Win-Win
Thank you
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