An overall application of
Remote Sensing and GIS for disaster assessment: A case study for Chumphon
Province
Dr. Suvit Vibulsresth,Dr.
Darasri Downreang Supak Wongparn,Ramphing Simking Remote Sensing
Division, National Research Council Bangkok 10900, Thailand
Abstract The Gay typhoon had shipped
across the Gulf Thailand on November 3, 1989, terrorizing fisherman and
sinking hundred of fishing vessels before it swept through the southern
part of Thailand, flattering villages and agricultural land as it cut its
destructive path across the isthmus.
An attempt is made to
integrate remote sensing technology with geographic information system
available at the remote sensing division of the national research council
of Thailand in order to obtain information that could be useful and needed
by the central government for establishing a plan for recovering the
damaged area. This paper describes how the data are captured, selectively
retrieved, analyzed for the assessment of disaster impacts related to
sudden environment and landuse changes.
Introduction The
"GAY" typhoon swept across Chumphon province which is located in the
southern region of Thailand, in the beginning of damages to property and
agricultural area. Therefore, after the tragic situation, the government
has immediately set up programmes for rehabilitation and relief. This
report was prepared by RSD/NRCT in order to support the said programmes.
This paper emphasized on the damages that occurred in area of economic
corps via SPOT image processing technique. The results were then
integrated with other information, for example, soil types, road network
and elevation contours, by using geographic information system in order to
make an assessment of disaster geographic impacts related to sudden
environment and land use changes.
Objectives The main
objectives of the study are as follows:
- To use satellite data to map the existing resources in the disaster
area. The features to be mapped include:
- the damaged economic crops
- the land use pattern before and after the Gay,
- water resources, and
- the present road network.
- To use the GIS in building up a database of the area. This database
will incorporate the maps derived from satellite data in (2.1) and maps
from other sources for information such a elevation contours and
administrative boundaries.
- To apply the information contained in the database in the forecast
for soil loss potential and its impacts on the
environment.
The Gay Typhoon Before this
unfortunate situation, since October 30m 1989, the Meteorological
Department of the Ministry of Transport and Communications had reported
daily the weather forecasts on the formation of the typhoon called "Gay"
from eh low pressure originated in the lower part of the Gulf of Thailand.
About 5 days later, on November 4, the Gay struck the coastal are of
Amphoe Pathiu and amphoe tha-sae. It then moved across the Kra Isthmus tot
eh Andaman sea and finally became a depression on November 5.
The
report of the adhoc committee for Rehabilitation and Relief of the "Gay"
typhoon revelaed that 32, 301 families became the victims of the Gay. The
Disaster in Chumporn province covered an are of 4,605 square kilometers
including Amphoe Pathiu, amphoe Tha-sae, Amphoe Muang Chumphon, Amphoe
Kraburi and Amphoe Bang-Sa-Phan. However, amphoe Pathiu, dn Amphoe Tha-Sae
were considered the most severally damaged area since they were in the
center of the movement of the Gay.
Applications of Remote
Sensing and GIS
- Determination of the Gay affected area using GIS/SPANS
It is
essential to accurately define the are under the destruction of the Gay
for this study. Too large the are would be time consuming whereas the
smaller area might not be sufficient for a sound conclusion and
recommendation to be made. The following steps therefore were taken to
identify the disaster area.
- The track of Gay and its radius of 50 km (0n 4th November) as
reported by the Meteorological Department were entered into the
GIS/SPANS to define the coverage of the damage area which extended 50
km from bothsides of the center lien of movement. The resulting
damaged zone when overlaid on 1:50,000 map index is as shown in figure
1.
Figure 1 The damaged zone overlay
on 1:50,000 map index.
- The administrative boundaries at a district level were digitized
from1:50,000 topographic maps for the coverage zone in described
(4.1.1). the derived map showing district, provincial and national
boundaries is shown in figure 2.
Figure 2 The administrative
boundaries map.
- The damages zone was subdivide further into 2 levels according to
the information obtained from the preliminary ground survey conducted
between 23-26 November 1989. The first level is the zone extending
30km from the center line of movement where the damages were between
50-100%, and the second is between 30-50 km with lesser damages of
0-50%.
- By overlaying the administrative boundary map and the damaged zone
map with GIS/SPANS, the extent of damages in districts under the sweep
of Gay could be assessed (as shown in figure 3). It was found that the
total damaged are within the 50 km radius is about 4,605.4 sq.km and
the at Amphoe Pathiu and Amphoe tha-sae in Chumporn province were most
affected with 50-100% damages.
Figure 3 The extent of damages in
districts under the sweep of GAY
- Assessment of the damaged economic crops
In this part,
remotely sensed data were used to identify and assess the economic crops
that had been damaged by the typhoon.
- Ground pre-survey: Observation of ground condition was made
between 23-26 November 1989 to examine the nature and extent of the
damages especially those of economic crops. It was found that the
severely damaged area is Amphoe Pathiu and Amphoe Thasae as indicated
in(4.1). this is the area under the coverage of 1:50,000 map sheet no.
4830 I, 4830 II, 4830 III and 4830 Iv ad shown in figure 1. The crops
that were mostly destroyed were coconuts, rubbers, oil palms and
orchards while paddy fields were only partially affected from floods.
These area were selected to define training classes in the satellite
data analysis.
- Satellite data analysis on the image analysis system Meridian; The
information obtained from ground observation was used to identify from
satellite data the damaged cropping area in the two districts covering
4 map sheets mentioned above. Only two main crops, i.e para rubbers
and oil palms, would be classified due to the fact that the size of
their plantation plot's was large enough to be accurately determined.
As for coconuts, the plantation pattern was too irregular with less
crown density for classification to be made with the same level of
accuracy as the other two crops, and therefore was not included in the
analysis.
CCTs of geocoded SPOT multispectral images were used
for the analysis. These images were taken before and after the
typhoon, on 13 December 1988 and 23 December 1989 respectively. From
the enhanced false colour composite images, rubber and oil palm
plantations could be distinguished from their colour in representation
and its changes after the disaster, as described in table 1. The
changes of colour were due to the falling of the trees and the dying
leaves that no longer contained chlorophyll substance.
The
images of both period were then superimposed for the purpose of
defining training areas of the damaged crops. Digital classification
was finally made to produce a map showing the damaged rubber and oil
palm areas.
Table 1
Crop type |
Before disaster on 13 December 1988 |
After disaster on 23 December 1989 |
Rubbers oil palms |
Dark red and pinkish red |
Greenish blue light red |
- Transfer of satellite derived maps to GIS/SPANS; The
classification results of the damaged crops were directly transferred
from the Meridian to the SPANS data base. In addition, the road
network that was updated on the 1:50,000 base maps was digitized into
the same data base. The updating was done through interpretation of
geocode SPOT panchromatic images (12 November 1988 and 8 February
1989) using the PROCOM-2 image projector system. The overlay of the
damaged crops with administrative boundaries and road network is shown
in figure 4 as an example for Amphoe Pathiu.
Figure 4 The damaged crops overlay
with administrative boundaries and road network, Amphoe Pathiu only.
- Application of the GIS
In view that the damages had left
the area with barren soil which would be prone to erosion, the
exercise of this study was geared therefore towards the use of GIS to
forecast the area of soil loss potential. The data necessary for this
study are those already described including the soil maps which wee
also digitized into the data base. These soil maps were published at
1:100,000 scale by the Land Development Department.
As
indicated in the soil property table that the surface runoff is
dependent on the soil profile, slope, climate and vegetation cover,
the surface runoff therefore can be used as a key factory to indicate
soil erosion potential with a relationship as described in Table 2.
the fact that the mean annual rainfall of Chumporn is as high as 2,000
mm with possibility of short breaks of heavy rain due to the
prevailing monsoon, it surface runoff and vegetation cover, based on
two parameters namely, surface runoff and vegetation cover, under the
assumption that during rain, areas prone to erosion are those without
land cover and with high surface runoff.
Table 2
Surface runoff |
Soil erosion |
Slow |
None to little |
Medium |
Slight to moderate |
Rapid |
Moderate to high | In order to
create the surface runoff map, the soil series maps ere first
digitized into the data base (eg. Figure 5 for Amphoe Pathiu). Then
attribute data were constructed to relate principal soil properties
with soil series units. A new modified soil unit map was finally
generated in terms of surface runoff as illustrated in figure 6
(Pathiu area).
Figure 5 The soil series map,
Amphoe Pathiu only. Figure 6 The surface
runoff map, Amphoe Pathiu only. By overlaying the maps of
damaged corps and surface runoff and using the relationships mentioned
earlier, the erosion potential map could be produced such as presented
in figure 7.
Figure 7 The erosion potential map,
Amohoe Pathiu only. Result/Conclusions
- Forecasts of future possibilities
With the sudden changes of
land environment particularly in Pathiu and Thasae and the inclining
topography from the mountain range in the West to the sea in the East,
the following might occur in the next rainy season.
- The overflowing runoff in Klong thsase and upper Chumporn river
could cause flooding in low land along river course sources and north
of the city.
- The eroded soil could produce shoaling effect of the rivers well
the poor quality of water.
- The loss of surface soil would deteriorate the soil fertility and
make in unsuitable for cultivation.
- Recommendations
The information obtained from the study has
helped understand the land condition of the area. The following area
some recommendations for rehabilitation and relief of the disaster area.
- The remaining resources including land and water should be first
protected and revived as soon as possible. This could be done by means
of crop diversification. These crops should be fast growing type with
spreading root system. Moreover, they should be the plants that can
grow under bad soil as well as can be used to feed animals.
- Rehabilitation activities should be include the upgrade of
people's living conditions through promotion of farming exercises both
for short term and medium term programmes. The idea is to use the
diversified crops for feeding purpose and at the same time the manure
obtained from the farms can be used for cultivation. In the long term
plan, this area can also be promoted to be a regional communication,
centre as well as a tourism
spot.
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