eduardo mondlane universityinstitute for water resource, rhodes university phd proposal-progress...

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Eduardo Mondlane University Institute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes (IWR, Rhodes University, SA) - Dr. Elonio Muiwane (Eduardo Mondlane University, Moz) alancing water for improving multireservoir system peration using hydrological information: Integrated ydrological modeling special focus on Zambezi river asin

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Page 1: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

Agostinho Vilanculos

Supervisors: - Prof. Denis Hughes (IWR, Rhodes University, SA)

- Dr. Elonio Muiwane (Eduardo Mondlane University, Moz)

Balancing water for improving multireservoir system Operation using hydrological information: Integrated hydrological modeling special focus on Zambezi river basin

Page 2: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

Outline

Background - Related Previous Studies - Geographic Location - Surface Water Potential

MethodologyPreliminary findsFurther Studs

Questions and comments

Page 3: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

PREVIOUS STUDIES IN THE STUDY AREA

Existing and applied Water Resources Systems: - Seasonal Rainfall Forecasting (Jessen, 2001);- Flood Watch Model (DHI, 2009);- Comparison of two model approaches in the

Zambezi river basin with regard to model reliability and identifiably (Winsemius et al., 2006);

- Impact of climatic Changes on hydrology (Asante and Vilanculos, 2009).

Page 4: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

BACKGROUND: Problem and Motivation

Problem statement:• 30 million in 2030 70 million• Pop. growth will increase water

demand for agric. And energy• 80% population lives on rainfed

agriculture• Irrigation potential more than 3

million ha only 5% are developed• Poor ground hydro-climatic

monitoring infra-structures (Tumbare, 2004; Asante, 2007; FAO, 2007)

Motivation: GIS-RS-Hydrologic Model tools

Geographic Location

Page 5: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

Water Resources Potential - Climatic and Hydrology

Hydrology: River and Discharge• Lukulo river - 4.1 km3/year• Zambezi river - 33.5 km3/year• Kafue river - 10 km3/year• Luangwa river - 22 km3/year• Shiri River - 16 km3/year• Kabora Bassa lake - 77.5 km3/year • Malawi Lake - 29 km3/year• Shiri Out flow to Moz- 12.5 km3/year

Rainfall: Range from 570mm/year (Simi Arid Area central to 2190mm/year in East and North

Source: (Hungwe et. al;., 2000FAO, 2007 Tumbare, 2004).

Countries Irrigation Potential (ha)

Area under irrigation (ha)

% of Area under irrigation (ha)

Water Requirement total (km³/year)

Angola 700 000 2 000 0.3 9. 50

Namibia 11 000 6 142 55.8 0.255

Botswana 1 080 0 0.0 0.006

Zimbabwe 165 400 49 327 29.8 1.737

Zambia 422 000 41400 9.8 5.064

Tanzania 0 0 0.0 0.000

Malawi 160 900 28 000 17.4 2.092

Mozambique

1700 000 20 000 1.2 18 700

Total 3 160 380 146 860 4.65 18718.65

Irrig. Potential, Water Requirement and area under irrigation

Page 6: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

Water R. Potential - Hydraulic Infrastructure

Source: Zambezi River Authority

Page 7: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

AIMS OF THE STUDY

• Identify the interlinking between up and downstream WRMS.

• Identify the relationship to be made between power generation and flood impacts downstream.

• To develop a or no coordinated methodology for daily/monthly operating strategies in the Zambezi River Basin.

Page 8: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

METHODOLOGY

Identification of current WRMS and Selection of an existing WRMS FrameworkUse of a selected WRMS for:

- Delineation of preliminary boundaries- Calculation of daily soil water balance and flow- Selection of the monitoring and calibration sites- Run preliminary model in various scenarios (with and

without Dam discharges connected) and predicting the impacts downstreamFlood Risk Analysis at Downstream Statistics Analysis

Page 9: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

CASE STUDIES

1. Existing Water Resources Management Systems in the

Zambezi River Basin

- Quest.: What are the WRMS existing in the Study area?

2. Hydrological Scale in Hydrological Models

- Quest.: How do different scale hydrological models link with each other?

3. Balancing water for power generation and for other users downstream

- Quest.: What is the role of implementing of a muiltreservoir operation system on the integrated river basin management ?

Page 10: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

EXPECTED RESULTS

• Doctoral thesis in hydrology.• Knowledge on downstream implication from

upstream operational reservoir in the Zambezi basin.

• Knowledge on definition of optimal hydropower reservoir operation.

• Guidelines on how well the multi-reservoir systems in series and parallels can be operated in beneficial main through integrated water resources system framework

Page 11: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

Preliminary Results (1): WRMS- Seasonal Rainfall Forecasting

• Manual method of counting takes a lot of time

• it does not gives the quantity of rain for each sub-basin or for the all basin

Opportunity: The GIS Spatial Analyst tool offer an excellent functionality

Page 12: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

Preliminary Results (2): WRMS - Mike Flood Watch Model

• Advantage: Use of observed data

• Disadvantages: - Designed for small catchments- Depends of the reader - Power Coverage (rain gauges)

- Extreme events ( Floods and

Droughts)Floods – Destroy infra-structures

Droughts - concentrate in small rills away from the river gauges Opportunities: RFE Satellite Data

Page 13: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

Preliminary Results (3) : Potential Conceptual Model Produced

• Delineation of model boundaries

• Preliminary calculation of flows

http://edcdaac.usgs.gov/gtopo30/hydro ftp://daac.gsfc.nasa.gov/data/.

http://edcdaac.usgs.gov/adds/africa .

DEM Soils Data Land Cover/use Rainfall Evapotranspiration

0

3000

6000

9000

12000

15000

18000

1 16 31 46 61 76 91 106 121 136Time

Q (

m3/s

)

Page 14: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

PRELIMINARY RESULTS (4): SELECTION OF CALIBRATION AND MONITORING SITES

Page 15: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University

Further Studs• Input data validation results are underway

• Model calibration and preliminary results are

underway

• Creation of Dam Links Modules- Depending on

historical data of upstream countries

• Flood Risk Analysis

• Hydrological Stochastic analysis

Page 16: Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes University PhD Proposal-Progress Agostinho Vilanculos Supervisors: - Prof. Denis Hughes

Eduardo Mondlane UniversityInstitute for Water Resource, Rhodes UniversityPhD Proposal-Progress

Thank you

Questions and Comments?