The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B7. Beijing 2008
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2. STUDY AREA
Located in the upstream of the Heihe River basin, the Qilian
Mountain area has a steep topography with an elevation range
from 1680 m to 5100 m (Figure 1). The intermountain basin
and longitudinal valley are widely developed in the area. The
northern part of the Qilian Mountain surrounded by tributaries
of Heihe River to the east and west was selected to be the study
area (the area outlined with the bold black line in Figure 1)
because this area represents a typical mountain range and best
reflects the vegetation change with elevation. The total study
area is 2968 km2. The climate in this area is characterized by
typical high plateau continental climate. The average annual
temperature is 0.6 °C and the amount of precipitation increases
with the elevation. Due to complex topography, the climate is
diverse and has distinct vertical characteristics. These vertical
climate characteristics have important impacts on the soil
development and vegetation growth in the areas as they do in
many other mountains.
The vegetation distribution in this area exhibits an obvious
vertical gradient due to the climatic changes with elevation. The
vegetation types from the low altitude to high altitude are:
desert-grassland vegetation (1800-2100 m), dry
shrub-grassland vegetation (2100-2400 m), mountain
forest-grassland vegetation (2400-3400 m), sub-alpine
shrub-grassland vegetation (3400-3900 m), and cold-desert
alpine meadow vegetation (>3900 m). The mountain
forest-grassland vegetation is the main vegetation type and the
main component of the Qilian Mountains ecosystem. The range
of elevations (1800-5100 m) in study area was divided into a
total of 31 intervals with 100m in each of the intervals and the
aspect angle was divided into a total of 72 intervals with 5° in
each of the interval.
The vegetation in the Qilian Mountain area plays an important
role in the local water cycle by affecting hydrological processes,
e.g., evapotranspiration and runoff, and is an important
ecological storage for water resources. Qilian Mountain
supplies water for Hexi Corridor which is the most important
agricultural region and settlement in northwest China. The
vegetation in the Qilian Mountain area significantly affects the
oasis system in the region and protects the middle and
downstream area of Heihe River against desertification.
3, DATASET
The MODIS NDVI data, the vegetation index maps depicting
spatial and temporal variations in vegetation activities, is
derived by precisely monitoring the Earth’s vegetation. These
vegetation index maps have been corrected for molecular
scattering, ozone absorption, and aerosols. The MODIS NDVI
data is based on 16-day composites and its spatial resolution is
250 m. Currently, the MODIS NDVI products have been used
throughout a wide range of disciplines, such as inter- and
intra-annual global vegetation monitoring climate and
hydrologic modeling, and agricultural activities and drought
studies (Zhan et al. 2000; Jin and Sader 2005; Sakamoto et al.
2005; Knight et al. 2006; Lunetta et al. 2006). In this study the
NDVI values from 28 MODIS NDVI images of the 16-day
composites of June, July, August and September in seven years
from 2000 to 2006 were used to study the spatial distribution of
vegetation in the northern part of the Qilian mountain area
because June, July, August and September are the most
productive months of vegetation growth during a year and thus
the NDVI values of these four months can best reflect the
pattern of the vegetation cover in the region.
The Digital Elevation Model (DEM) data was downloaded
from the Digital River Basin website (http://heihe.westgis.ac.cn)
and its spatial resolution is 100 m. The MODIS NDVI was
resampled and interpolated to have the same spatial resolution
as the DEM data in this study.
4. RESULTS AND DISCUSSION
It is well known that spatial distribution of vegetation cover is
usually affected by elevation and aspect. Most vegetation in the
northern part of Qilian Mountain area is distributed between the
elevations of 1800 m and 4500 m. To the best of our knowledge,
however, the obvious spatial distribution and patterns have not
been studied quantitatively. We show in this study that the
readily available NDVI data can be used to quantify the spatial
distribution of vegetation. The range of elevations from 1800 m
and 4500 m was divided into a total of 270 intervals with 10m
in each intervals. The aspect angle of 360° were divided into a
total of 72 intervals with 5° in each intervals. These divisions
result a total of 19360 cells among which 19060 cells with the
NDVI values larger than zero. In each cell the NDVI values
from year 2000 to 2006 were averaged. The mean values
represent the general conditions of vegetation growth in
different elevations and aspects. A contour map of the mean
NDVI values with elevation and aspect in the northern part of
Qilian Mountain was plotted in Figure 2. A Gaussian smooth
filter was used and a low pass convolution was performed on
the gridded data to obtain the more consistent and smooth map
in Figure 2.
Several observations can be made in Figure 2 regarding the
effects of elevation and aspect on the vegetation growth in the
mountain area. First of all, it is clearly seen that the elevation is
the main controlling factor in the vegetation growth. The NDVI
value increases with the elevation and reaches its maximum
value around 3400 m and then decreases as the elevation
increases beyond 3400 m. The NDVI value is mostly larger
than 0.50 (the dark green region in Figure 2) when the elevation
is between 3200 m and 3600 m which is the best vertical zone
in terms of vegetation growth. The NDVI values are less than
0.50 when the elevation is lower than 3200 m and higher than
3600 m or the vegetation growth is poorer in these elevations
that in the zone of 3200 m and 3600 m.
Secondly, the vegetation growth in the Qilian Mountain area is
significantly affected by aspect. The impact of aspect on the
vegetation growth is most significant in the vertical zone of
3200 m and 3600 m. The best vegetation in this zone is
distributed between NW340 0 and NE70° (the darkest green area
in Figure 2 with the NDVI value larger than 0.56). In other
words, the best vegetation growth is on the shady side of the
mountain where much less evapotranspiration (ET) is expected.
The reduced ET on the shaded side is important for the
vegetation growth in the Qilian Mountain area since it is
located in a semi-arid region. It is also observed in Figure 2 that
a better vegetation growth occurs over a larger elevation range
on the side facing north and northeast. At the aspect of N0°, for
example, the NDVI value of 0.50 or larger are observed over
the vertical zone of 600 m between the elevation range of 3100
m~3700 m while at the aspect of SI 80° the same NDVI values
are observed in a smaller range 400 m between 3200 m and
3600 m. The much wider vertical zone with better vegetation