1
The Investigation of Sediment Accumulation and
Its Distribution over Sentani Lake, Jayapura
Yusuf Bungkang1 and Soemarno
2
1Department of Physic, Faculty of Basic Sciences, University of Cenderawasih, Jayapura
(FPMIPA UNCEN JAYAPURA)
E-mail: [email protected] 2 Dept. of Soil Science, Faculty of Agriculture, Univ. of Brawijaya
This paper is presenting the results of field measurement of sedimentation over Sentani Lake. Sentani
Lake systems are complex and characterized by being in a continuous state of evolution and
change. They can easily being disturbed, leading to major ecological or environmental
disasters. Sediment deposited in Sentani Lake has become increasingly accumulated over the past
2 to 3 decades. Some of them related to natural and to anthropogenic causes. In order to alter the
existing conditions, the mapping of sediment distribution in Sentani Lake is essentially required.
A lake survey together with suspended sediment profiling has provided stratigraphic information
as well as the spatial distribution of sediment in the lake. It shows an important influence on the
catchment degradation processes.
Key words: Sentani Lake, sedimentation, erosion, floods.
1. INTRODUCTION
Sentani Lake, as an irregularly shaped body with
approximate maximum dimensions of 28 km (E-W)
by 19 km (N-S) and a surface area of 10,400 ha is
one of the largest lakes in Papua. The Lake is
located on the western part of the island of New
Guinea, 15 km west of the city of Jayapura, Fig. 1.
It situated in a fault-controlled depression mainly in
Mesozoic mafic and ultramafic rocks of the Cyclops
Ophiolite Belt. The Cycloops Mountains Nature
Reserve has approximately 9,360 hectares of width
area. It is a volcanic lake and is lying 70-90 meters
above sea level.
Sentani Lake has the potential of a large scale of
freshwater. Source of freshwater comes from about
14 large and small rivers with a single river mouths.
Another function of the lake is as flood control for
Jayapura city. The flood control functions by
minimising the flood peak during the flood season.
The upstream catchment of Sentani Lake, northward
and eastward of the Lake is topographically steep
and primary forest. Part of this forest has been
experiencing from deforestation. Excessive forest
clearance in the reserve will increase erosion and
sedimentation. In such cases, deforestation leads to
landslides and soil erosion during the rainy season.
Erosion in upper catchment of Sentani Lake is
being considerable now. Meanwhile, the landuse of
the downstream cacthment area of Sentani Lake is
dominated by lowland and agriculture field, as
example in Tami valley.
The objective of this study is to asses the
potential erosion of the lake watershed. In order to
determine the silting up processes of Sentani Lake.
Here the investigation of sedimentation and its
distribution over the Lake being measured and
mapped.
Figure 1. New Guinea Island and the location of
Sentani Lake.
(Source:http://www.oysteinlundandersen.com
/West-Papua/Lake-Sentani/Lake_Sentani.html)
2
Figure 2. The condition of surface water coming
from one of river mouth entering to the
lake. (Source: survey 2011)
The samples of suspended and dissolved solid as
well as bed material have been mapped for further
analysis. The output of this research is supposed to
be useful consideration for future watershed
management.
2. METHODOLOGY
The research was carried out in the eastern part of
the lake body and at the upper catchment area. The
data used in this study consisted of survey data and
secondary data. Survey data was including Total
Suspended Sediment, Total Dissolved Sediment,
and flow velocity at bottom and at lake surface. The
bottom material was obtained by grabbing the bed
floor of the lake. Secondary data used to estimate
the potential catchment erosion were rainfall, land
cover, soil type, slope and slope length.
2.1 Data Collecting
Primary data collections were carried out directly in
the body of the lake. Some point’s measurement
over the lake area has been determined according to
the purpose of this study. The river mouth entering
into the lake was considered included. The primary
collected data were as follows:
a) Water sampling for measuring Total Suspended
Solid (TSS) and Total Dissolved Solid (TDS)
was performed at three depth levels according to
the point water depth, h; 0.2h, 0.5h, and 0.8h. For
bed load samples (typically were mud, sand and
gravel) was grabbed from the bottom of the lake
at the same point TSS and TDS.
b) Flow velocity was measured at water surface
(0.2h) and bottom of the lake (0.8h). The
situation of collecting data was shown in Fig. 3.
2.2 Secondary Data Secondary data such as rainfall, land cover, soil type,
slope and slope length was obtained from the
relevant authorities and project reports.
2.3 Processing of water samples, TSS and TDS Water samples were evaporated using Oven Dryer
(GALENKAMP), so all that remains was TSS and
TDS. Furthermore, TSS and TDS were measured
using the Analytical Balance (OHAUSS) at the
Chemistry Laboratory, Department of Chemistry,
Faculty of Mathematics and Science, Cenderawasih
University, Jayapura.
Figure 3. The lake survey and bottom sediment
sampling. (Source: survey 2011)
Figure 4. Typical bed material of Sentani Lake .
(Source: survey 2011)
3
Figure 5. The flowchart of this study
2.4 The Analysis of Bed Load Bed material taken from the bottom of the lake was
analyzed at the Faculty of Marine and Fisheries
Univ. of Brawijaya using the electron microscope to
determine the Shape Factor (SF) of grain material.
The typical bed material was shown in Fig. 4.
2.5 Calculation of Potential Erosion The potential erosion was analyzed using USLE
equation utilizing the secondary data including
topography, rainfall, land use, land cover, and soil
type. The results were the maps of potential erosion
might enter to the lake and hazard erosion map.
2.6 Distribution of TSS and TDS Spatial data modeling for mapping distribution
patterns of TSS and TDS was carried out by
interpolation method of observed point data using
Geographical Information System (GIS) tools. The
brief summary of data processing was figured out
by a flowchart shown in Fig. 5.
3. RESULT AND DISCUSSION
According to the rainfall data, Fig. 6, the Sentani
Lake is experiencing with rain along the year. The
maximum monthly rainfall occurs on December and
minimum is July – September.
Figure 6. The pattern of monthly rainfall over the
catchment of Sentani Lake. (Source:
survey 2011)
The bed load material deposited on the bottom of
the lake was mainly by mud as product of the past
surface erosion and decomposed organic material
flowing into the stream. The form of the finer
material was sharp and mostly dominated by
breccias released from geological processes at the
lake catchment. The typical forms of finer material
were shown in Fig.7.
Figure 7. The typical size of finer bed material
under the magnificence of the electron
microscope (Source: the laboratory
analysis).
3.1 The potential surface erosion The actual land use classification derived from the
recent satellite image, Fig. 8. was used to calculate
the potential erosion. The map of potential erosion,
Fig. 9 indicated that the locations near the lake was
very high, ranging from 60 to 180 ton per hectare
per year. This suggests that the sediments deposited
in the lake were coming from these areas. The
erosion was highly occurred at the northern side of
the lake where the topography was steep and it was
opened area.
Conversion tools Polygon to Raster
Map of R, K, CP in Raster format
Raster Calculator
Reclassify
Erosion (USLE) and
hazard classification
1 Erosion map
2 Map of surface velocity profile
3 Map of bottom velocity profile
4 Shape factor (SF) of Bed material
5 Map of Total Dissolved Solid (TDS) and
6 Map of Total Suspended Solid (TSS)
R factor K factor CP factor
Rainfall data Soil Map Landuse
LS factor
Topography Map Field survey data of
- TSS, TDS
- bed material
- flow and current
Reclassify
Spatial analyst
Interpolasi
Distribution of TSS, TDS,
SF, surface and bottom
velocity profiles.
4
Figure 8. The land use classification for the
catchment area of Sentani Lake.
(Source: the analysis)
Figure 9. The potential erosion of the catchment
area of Sentani Lake and Shape Factor
(SF) of bed material. (Source: the
analysis)
The shape factor of the bed material was well
correlating with rate of erosion. At the north side of
lake, the material dominated by rounded particles
(SF ~ 1). It seemed that the deposited material come
from the particles from upland erosion. Similarly,
when the surrounding area had low rate of erosion,
the bottom material was irregular in shape as
indicating the finer material of ancient erosion
processes or organic materials.
3.2 Distribution of TSS and TDS It was obtained that the concentrations of TDS
among the near-surface layer (upper layer), the
middle layer and the layer near the base (bottom
layer) had no significant difference. However, for
TSS there was a significant difference between TSS
concentrations in the top layer and in the bottom
layer (Fig. 10 and Fig. 11), whereas the top layer
was about 19 milligrams/liter to 373 milligrams/liter
and the bottom layer of 32 milligrams/liter to 407
milligrams/liter. Similarly, at the area of the lake
inlet and outlet, the differences were highly
significant. Namely in the area of the inlet for the
average was ranging from 80 milligrams/liter to 100
milligrams/liter, while at the outlet varied from 20
mg/liter to 30 milligrams/liter. This evidence had a
good agreement with the condition of stream water
entering to the lake. Considering the distribution of
flow velocity at the surface water was higher than
velocity at the bottom layer. The TSS circulation
was driven by current moving vertically as well as
in horizontal direction. When the current was weak
then material tend to move to deeper layer as well as
indicated by the measured data. The distribution of
current was showed by Fig. 12 and Fig. 13 for the
surface and bottom layers respectively.
Figure 10. The concentration of TSS at the surface
layer (source: survey 2011)
Figure 11. The concentration of TSS at the bottom
lake (source: survey 2011)
5
Figure 12. The flow velocity at the surface.
(Source: survey 2011)
Figure 13. The flow velocity at the bottom.
(Source: survey 2011)
Figure 14. The sand/gravel mining activity on one
of stream as sediment source entering
into the lake. (Source: Survey 2011)
Figure 15. The condition of run-off from one of
stream entering to the lake. (Source:
survey 2011)
This field investigation summarized that the
dominant material deposited in the Sentani Lake
was muddy, coming from the ancient erosion
processes as well as decomposition of organic
materials (leaf, logs etc). However, the lake was
threatened by material of surface erosion and sand
mining activities at the upland, Fig. 14 and Fig. 15.
It is necessary for the authority to monitor the land
use changing and acting the forest conservation
otherwise the lake silting up processes will be
increase.
4. CONCLUSION
The pilot research of sedimentation and erosion on
Sentani Lake was carried out as part of the Study on
Modeling and Simulation of Sediment Distribution
over Sentani Lake. The results were useful to set up
the baseline condition of the sedimentation and
erosion in the lake catchment. Further, this initial
finding shows an important influence of the
catchment degradation processes.
ACKNOWLEDGMENT: The author would like to
acknowledge to everyone who engaged in this
research, especially to the Doctoral Program of
Water Resources and Marine Environment, Faculty
of Agriculture -UB for supporting this research.
REFERENCES Asdak, Chay. (2004). Hidrologi dan Pengelolaan Daerah Aliran
Sungai (edisi kedua). Gadjah Mada University
Press.Yogyakarta.
Budiyanto, Eko.(2005). Sistem Informasi Geografis dengan
Menggunakan ARC-VIEW GIS. ANDI. Yogyakarta.
John Bridge and Robert Demicco. (2008) Earth Surface
Processes, Landforms, and Sediment Deposits, Cambridge
University Press, 2008
S.E. Jorgensen et al. (2005). Lake And Reservoir Management,
Developments In Water Science , 54