WOW !! MUCH LOVE ! SO WORLD PEACE !
Fond bitcoin pour l'amélioration du site: 1memzGeKS7CB3ECNkzSn2qHwxU6NZoJ8o
  Dogecoin (tips/pourboires): DCLoo9Dd4qECqpMLurdgGnaoqbftj16Nvp


Home | Publier un mémoire | Une page au hasard

 > 

Hydrological modeling of the Congo River basin: Asoil-water balance approach

( Télécharger le fichier original )
par Bahati Chishugi Josue
University of Botswana - Masters of Sciences (M.Sc.) 2008
  

précédent sommaire suivant

Bitcoin is a swarm of cyber hornets serving the goddess of wisdom, feeding on the fire of truth, exponentially growing ever smarter, faster, and stronger behind a wall of encrypted energy

4.4 Watershed characteristics

Watershed characteristics are subdivided in 2 major groups: physiographical and hydrological. The physiographical characteristics of a watershed influence to a large degree its hydrological responses and especially the flow regime during floods and periods of drought, hence the discharge, and the concentration time, which characterizes the speed and intensity of the watershed's reaction to stress (rainfall), is influenced by the different morphological characteristics. The analysis of the hydrologic behavior of a watershed is done in order to study the hydrologic reaction of the watershed in relation to rainfall. The Horton morphometric parameters will be described separately.

4.4.1 Watershed Geomorphology 4.4.1.1 Area and length

The drainage area (A) is probably the single most important watershed characteristic for hydrologic design and reflects the volume of water that can be generated from rainfall. It is common in hydrologic design to assume a constant depth of rainfall occurring uniformly over the watershed. Under this assumption, the volume of water available for runoff would be the product of rainfall depth and the drainage area. Thus the drainage area is required as input to models ranging from simple linear prediction equations to complex computer models (McCuen, 2005).

The computed watershed area is of 3778879 km2, which is strongly closer to 3,780,000km2, value estimated by Asante (2000) using ArcMap.

Table 6 Sub-wateshed characteristics of the CRB

 
 
 
 
 
 
 
 
 
 
 

1

Ouesso

2364.2

155408

3572.4

22.73

792.9

730197.6

341

762

702

2

Sangha South

2186.6

130671

3117.0

23.59

697.8

625778.7

234

457

343

3

Ubangi

6845.5

639564

15455.1

23.9

2538.5

2472266

291

1272

1133

4

Kasai

5516.5

895179

25007.0

27.62

2102.4

2022944

234

1481

1282

5

Lualaba

7264.1

1109014

27362.9

24.4

3083.4

3020203

429

1842

1446

6

Congo

11000.0

849063

19436.5

22.64

3515.9

3470018

0

1128

1032

 

CRB

13475054

3778879

93953.5

24.6

5112.7

5049.5

0

1842

1446

Table 7 Extracted sub-watersheds areas of the CRB

ID

Names

Area (km square)

Calculated

Repported

Source

1

Ouesso

155408

180418

 

2

Sangha South

130671

3

Ubangi

639564

613202

 

4

Kasai

895179

925172

 

5

Lualaba

1109014

 
 

6

Congo

849063

 
 

Min

130671

 
 

Avg

629817

 
 

Sum

3778879

3755441

Asante (2000)

For a better and easier use of the DEM in the Congo River hydrological model, the Congo Basin was subdivided in 6 major sub-watersheds, namely: LUALABA, OUESSO, UBANGI, CONGO, SANGHA SOUTH and KASAI (Figure 22). The Congo sub-watershed is a shapeless basin since it is a residue after the selection of the other 5 major sub-watersheds; therefore it will not be considered in the water balance process.

4.4.1.2 Watershed Shape

The shape of a watershed influences the shape of its characteristic hydrograph. For example, a long shape watershed generates, for the same rainfall, a lower outlet flow, as the concentration time is higher.

A watershed having a fan-shape presents a lower concentration time, and it generates higher flow.

Different geomorphologic indices can be used for the analysis of a watershed if its shape is taken into consideration. The most frequently used index is the Gravelius's index KG, which is defined as the relation between the perimeter of the watershed and that of a circle having a surface equal to that of a watershed.

(20)

P P

K =

G

0.28

2 · A A

Where KG is the Gravelius's shape index, A is the watershed area [km2] and P, watershed perimeter [km].

Musy (2001) presented different values of the Gravelius's index whose comparison to the Congo Basin (Gravelius index = 1.93) makes it to be treated like a circular basin. However, the Gravelius Index varies from one sub-watershed to an other one.

4.4.2 Morphometric Analysis

The morphometric network is defined as the sum of all the watercourses, natural or artificial, permanent or temporary, which contribute to the runoff. The characteristics of a hydrographic network of a watershed are influenced by four main factors: geology, climate, relief and environment.

4.4.2.1 Morphometric network topology

The classification of the watercourses was introduced by Strahler (1957). The order of the watercourses reflects the degree of ramification of the morphometric network from upstream to downstream and it is based on the following principles: (Musy, 2001)

all watercourses without tributaries are of 1 st order;

the watercourse formed by the confluence of two watercourses of different order is going to keep the highest order of the two;

the watercourse formed by the confluence of two watercourses of same order is going to have an order higher with one than the other two.

Seven Sthraler orders and 898 Shreve orders were identified in the Congo basin (Appendix 6).

4.4.2.2 Horton morphometric parameters

Based on the Horton's infiltration equation fame, Horton Laws and ratio were developed in order to describe the geomorphological characteristics of watershed based on the stream properties.

This ratio can be calculated manually if considering a simple illustrative model. Considering the sub-continental size of the Congo Basin, the estimation of Horton morphometric parameter were calculated using the DEM-Hydrological module of ILWIS version 3.4, if not it would not be possible. Figure 24 shows different graphs for the derived Horton morphometric parameters for the Congo Basin and the following section define each of them and present the results.

4.4.2.2.1 Streams number and bifurcation ratio (RB)

STREAM NUMBER (or stream order) is a measure of the degree of stream branching within a watershed. Each length of stream is indicated by its order. The principal order in the Congo Basin is 7 and can be find only in the Congo subwatershed. The stream number for each Subwatershed is given in Table 8.

The concept of stream order is used to computer other indicators of drainage characteristics presented in the following paragraph.

Table 8 Stream numbers and Bifurcation Ratio for sub-watersheds of the Congo River

Stream Order

Ouesso

Sangha

Ubangi

Kasai

Lualaba

1

30

26

118

168

261

2

6

8

32

42

54

3

3

1

9

13

14

4

1

1

2

5

3

5

0

0

1

2

1

6

0

0

0

1

 

BIFURCATION RATIO (RB) is defined as the ratio of the number of streams of any order to the number of streams of the next highest order. It is calculated as

RB

 

Ni

N +

i

1

(21)

Where Ni: number of streams of order I.

For the selected subwatershed, values of Rb range between 2.7 and 5.1 (Table 9); which falls into the theoretical interval [2 to 6] and a typical interval (3 to 5) is reported in the literature (MacCuen, 2005).

CONGO RIVER BASIN SANGHA CATCHMENT

1000000

1000000

500000

500000

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Order x C1A LSq Order x C1A Order x C1LLSq Order x C1L

Order x C1NLSq
Order x C1N

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Order x C1ALSq

 
 
 
 

Order x C1LLSq
Order x C1NLSq

 
 
 

Order x C1A
Order x C1L

 
 
 
 

Order x C1N

 
 
 
 
 
 
 
 
 
 
 

500000

500000

200000

200000

200000

200000

100000

100000

100000

100000

50000

50000

50000

50000

20000

20000

20000

20000

10000

10000

10000

10000

5000

5000

5000

5000

2000

2000

2000

2000

1000

1000

1000

1000

500

500

500

500

200

200

200

200

100

100

100

100

50

50

50

50

20

20

20

20

10

10

10

10

5

5

5

5

2

2

2

2

1

1

1

1

1 2 3 4 5 6 7

1 2 3 4 5 6 7 1 2 3 4 5 6 7

1 2 3 4 5 6 7

Order

Order

Order Order

Kasai

Ubangi

Kasai Ubangi

1000000

1000000

100000

100000

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Order x C3ALSq Order x C3A

Order x C3NLSq Order x C3N

Order x C3LLSq Order x C3L

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Order x C4ALSq Order x C4A Order x C4LLSq Order x C4L

Order x C4NLSq Order x C4N

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

500000

500000

50000

50000

200000

200000

20000

20000

100000

100000

10000

10000

50000

50000

5000

5000

20000

20000

10000

10000

2000

2000

5000

5000

1000

1000

2000

2000

500

500

1000

1000

200

200

500

500

100

100

200

200

50

50

100

100

50

50

20

20

20

20

10

10

10

10

5

5

5

5

2

2

2

2

1

1

1

1

1 2 3 4 5 6 7

1 2 3 4 5 6 7 1 2 3 4 5 6 7

1 2 3 4 5 6 7

Order

Order

Order Order

Lualaba

CONGO SUBWATERSHED

100000

100000

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Order x C5ALSq Order x C5A Order x C5LLSq Order x C5L

Order x C5NLSq Order x C5N

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

10000000

10000000

50000

50000

5000000

5000000

2000000

2000000

20000

20000

1000000

1000000

10000

10000

500000

500000

5000

5000

200000

200000

100000

100000

2000

2000

50000

50000

1000

1000

20000

20000

10000

10000

500

500

5000

5000

200

200

2000

2000

1000

1000

100

100

500

500

50

50

200

200

Order x C5ALSq Order x C5A Order x C5LLSq Order x C5LLSq Order x C5NLSq Order x C5NLSq

20

20

100

100

50

50

10

10

20

20

5

5

10

10

5

5

2

2

2

1

1

1

1

1 2 3 4 5 6 7

Order

1 2 3 4 5 6 7

Order

Figure 25 Horton morphometric parameters for 4 selected sub-watersheds in the Congo River

37

Table 9 Horton Morphometric Parameters for the sub-catchments in the Congo River.

Sub- watersheds

RB

RL

RA

Ouesso

3.2

2.4

3.5

Sangha South

5.1

1.7

6.1

Ubangi

4.0

2.2

4.3

Kasai

2.7

1.6

3.3

Lualaba

4.2

2.3

4.6

MIN

2.7

1.6

3.1

MAX

5.1

2.5

6.1

4.4.2.2.2 Law of Stream Lengths and stream length ratio (RL)

The stream length assumes that the average lengths of the streams of successive orders are related by a length ratio RL, and given by the equation:

(22)

L

R thus L L R

= = ×

i

L L +

1

i i L

1

i +

Table 10 Stream Length Ration for the different sub-catchments in the Congo River

 

Ouesso

Sangha

Ubangi

Kasai

Lualaba

C1_L

C2_L

C3_L

C4_L

C5_L

Stream Order

1

64.74

64.76

65.19

77.44

57.51

2

196.02

183.8

191.43

234.59

185.49

3

384.32

189.49

340.46

476.94

346.48

4

662.01

664.74

932.09

82 1.84

98 1.2

5

0

 

2130.4

1013.09

2265.76

6

0

0

0

1152.81

0

7

0

0

0

0

0

Horton Ratio

RL

2.44

1.71

2.21

1.64

2.3

The stream length ratio values (Table 10) fall between the natural limits ranges of 1.6 - 2.5 (MacCuen, 2005).

1 2 3 4 5 6 7

Strahler x StraightLength

300000

250000

200000

150000

100000

50000

0

Strahler

Figure 26 Strahler order vs. Stream length map

Above (Figure 26) is a plot of Strahler stream order and stream length. It is evident form the figure that this region has well defined geomorphic features with stream length of 1 st order streams varying from 3 km to 335 km, and 7th order streams with length varying from 0 to 90 km. Also, the stream number in a subwatershed is inversely correlated to the stream order (FigurF26).

4.4.2.2.3 Stream Area Ratio (RA)

Stream ratio is given by the following equation and the obtained values from the DEMHydro processing are presented in Table 11 bellow.

RA

A i + 1

= (23)

Ai

Table 11 Stream Ration for the selected subwatershed

 

Ouesso

Sangha

Ubangi

Kasai

Lualaba

C1_A

C2_A

C3_A

C4_A

C5_A

Stream Order

1

3322.57

C2_A

3137.12

2986.6

2591.04

2

21035.86

3258.19

15777.09

16796.23

16541.88

3

49761.68

14855.7

61493.83

63232.86

70292.39

4

158672.2

119366.6

296725.4

177175

358082.7

5

0

132257.5

646792.4

450879.8

1121600

6

0

0

0

905331.4

0

7

0

0

0

0

2445.2

Horton Ratio

RA

3.5

6.05

4.34

3.25

4.6

4.4.2.2.4 Channel slopes and length

The steep slope of a watercourse favours and accelerates the runoff, while a small slope gives the water the necessary time to infiltrate totally or partially into the soil. The calculation of the average slope is obtained from the longitudinal profile of the main stream and its tributaries.

The most frequent method used to calculate the longitudinal slope of a watercourse consists of correlating the difference of altitude of the extreme points of the stream with its length.

Si

ÄH

(24) L

 

where: S1 longitudinal slope of stream [m/km] or [%o]

?H: difference of altitude of the extreme points of the stream [m]
L: total length of the stream between its extreme points [km]

At a spatial resolution of 1 km (Hydrosheds and Hydro1k) the slope values for each pixel grid seems to be negligible.

4.4.2.2.5 Channel degree of development

Drainage density, introduced by Horton, is the ratio of the total length of streams within a watershed to the total watershed area (Equation 24).

Dd L i

= ?

(25) A

where: Dd: degree of development of the hydrographic network [km/km2], Li: length of the stream [m] and A: watershed surface [km].

The Density values for each subwatershed are given in Table 12. The subwatershed density varies between 22.6 and 27.6 with a mean of 24.2 and a standard error of 0.63. A high value of stream density indicates a relatively high density of streams and thus a rapid storm response. The development of stream seems to be uniform all over the basin.

Table 12 Drainage density for watersheds of the Congo River

ID

1

2

3

4

5

6

 

Name

Ouesso

Sangha South

Ubangi

Kasai

Lualaba

Congo

CRB

A (Km2)

155408

130671

639564

895179

1109014

849063

3778879

Li (m)

3572.4

3117

15455.1

25007

27362.9

19436.5

93953.5

Dd (m/Km2)

22.73

23.59

23.9

27.62

24.4

22.64

24.6

Owing to the fact that all the Horton geomophometric parameters fall in the accepted natural limits, we assume that the 5 sub-watershed extracted from the DEM are representative for the Congo watershed and can therefore be used in the GIS-linked hydrological model to develop.

précédent sommaire suivant






Bitcoin is a swarm of cyber hornets serving the goddess of wisdom, feeding on the fire of truth, exponentially growing ever smarter, faster, and stronger behind a wall of encrypted energy








"Je voudrais vivre pour étudier, non pas étudier pour vivre"   Francis Bacon