Symposium on Remote Sensing for Resources Development and Environmental Management / Enschede / August 1986
717
A hydrological comparison of Landsat TM, Landsat MSS
and black & white aerial photography
M.J.France & P.D.Hedges
Aston University, UK
ABSTRACT: Landsat TM is evaluated for its accuracy in delineating,
mapping and measuring, water bodies, drainage networks, catchment
areas and landcover. A comparison is made with results from
Landsat MSS imagery and 1:50000 scale black & white aerial
photography, for the same area in North Wales, U.K.
Landsat TM is found to have significant advantages over Landsat MSS
for recording drainage network information. Lakes as small as 0.6
hectares can be identified using Landsat TM imagery and the
delineation of small streams aids in accurately defining catchment
boundaries.
1 INTRODUCTION
Satellite remote sensing provides an attractive
way of collecting hydrological data and is of
particular significance in areas where traditional
methods of hydrological data collection are
inadequate or impractical. The data can be used
as input to morphology or landcover -based
hydrological models.
This research is directed at a comparison of
Landsat Multispectral Scanner (Landsat MSS)
imagery, Landsat Thematic Mapper ( Landsat TM)
imagery, 1:50000 scale Black & White aerial
photography and the 1:50000 scale Ordnance Survey
map of the area, using the same test area.
Earlier work on Landsat MSS, with its 80m
resolution found encouraging results in areas of
high relief (Rango et al., 1975; Killpack and
McCoy, 1981) but limited success in most British
situations . It was thought that the Landsat TM
with its greater spatial and spectral resolution
might prove more successful.
Table 1. Comparison of Landsat TM and MSS sensor
characteristics.
TM Data
MSS Data
Spectral
Spatial
Spectral
Spatial
Band
range ,pm
resoln. ,m
Band
range ,yu m
resoln.,m
1
0.45-0.52
30
4
0.5-0.6
80
2
0.52-0.60
30
5
0.6-0.7
80
3
0.63-0.69
30
6
0.7-0.8
80
4
0.76-0.90
30
7
0.8-1.1
80
5
1.55-1.75
30
6
10.4-12.
120
7
2.08-2.35
30
Work concentrated particularly on the Landsat TM
imagery as there is little relevant published
material on this imagery. Specific aims were:
1. To ascertain the efficiency of drainage mapping
using Landsat TM imagery.
2. To specify the most useful image enhancements
for this purpose.
3. To compare the efficiency of interpretation of
Landsat MSS imagery, Landsat TM imagery and Black
& White aerial photography.
The area selected for this research, some 235km 2
in extent, is the Dolgellau and Coed-y-Brenin area
of North Wales, U.K. (see Figure 1). The area is,
in the main, an upland region of hills and
mountains with a maximum elevation of 754 metres.
A Lowland valley runs across the southern part of
the region. Streams and rivers in the area are
bordered by various lowland and upland vegetation
types and frequently pass through forests or
woodland , giving opportunity for the examination
of several water/vegetation interfaces.
Figure 1. Location of study area.
2 METHOD
Four Landsat MSS images, with minimal or no cloud
cover, were available for the area, the best of
which is a scene from May 1977. One Landsat TM
quarter scene from July 1984, with little cloud
coverage was available from the U.K. National
Remote Sensing Centre. These images were enhanced
using the GEMS image processors at NRSC,
Farnborough, and Silsoe College, Bedford and an
I 2 S system at NERC, Swindon.
Image enhancement was mainly directed at the
Landsat TM data as little published work exists on
the processing of this material. Individual bands,
band combinations, principal components analysis
and several edge enhancement techniques were
evaluated for their enhancement of linear water
bodies. Similar techniques were applied to the
Landsat MSS imagery. Hard-copies of enhancements