The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B7. Beijing 2008
84 samples were selected from FVC image and reference image
of Kai County respectively (Fig.2), and the statistic numbers of
these samples were shown in Tab. 1.The mean square deviation
was calculated by the formula:
a = *i(Vi-V,if !(„-1)
Where Vi is the retrieval value, VOi is the reference value. By
this equation the mean square error was less than 17%, that is to
say, FVC can be obtained from MODIS vegetation indices with
accuracies lower than 83% in the TGRA.
4. RESULTS AND DISCUSSIONS
The methodology described above was applied to the NDVI
data from MODIS images to create the annual FVC images
from 2000 to 2006 in the TGRA. Fig. 3 showed us the retrieval
images in 2000 and in 2006 (limited by paper length, the other
five retrieval images were omitted). From these pictures we can
see there was no obvious change in this area in our study time.
To study the change between different vegetation cover types, 5
classes were divided by the threshold value of FVC images.
They are no vegetation cover (NC) by FVC less than 0.2, low
vegetation cover (LC) by 0.2<FVC<0.45, medium vegetation
cover (MC) by 0.45<FVC<0.75, high vegetation cover (HC) by
0.75<FVC<0.9, and full vegetation cover (FC) by FVC more
than 0.9.
(b)
Fig.3. Illustration of the vegetation fraction maps of the Three
Gorges Reservoir Area in 2000 and in 2006: (a) Vegetation
fraction map in 2000; (b) Vegetation fraction map in 2006.
4.1 Feature value change analysis of vegetation coverage
Monitoring results from Landsat TM and MODIS imagery
showed us that there was no obvious change on the vegetation
cover during 7 years from 2000 to 2006 in this area (see Fig. 3c
and 3d), but overall trend was that there was a slight decrease in
the area of cropland, woody land and grassland, compared to a
little increase on the averaged vegetation cover per pixel (Tab.
1). The mean vegetation cove fraction was 0.761 in 2000 while
0.769 in 2006, with an increase of 0.8% in the seven years.
Usually, the regions where there were vegetation cover changes
were construction areas and the areas with rapid economic
development, such as the dam area, Fengjie County, Yunyang
County, Kai County, north of Fuling, middle of Chongqing city,
south of Jiangjin city, etc.
Year
minimum
maximum
avergae
Mean
square
error
2000
0.074071
0.907299
0.761144
0.067085
2001
0.100025
0.914586
0.749200
0.070722
2002
0.065377
0.912588
0.770832
0.065433
2003
0.057644
0.930441
0.779378
0.068252
2004
0.067976
0.921937
0.783044
0.073894
2005
0.085229
0.903025
0.764458
0.072537
2006
0.096957
0.915866
0.768665
0.072578
Table 1. Feature values of FVC images from 2000 to 2006
4.2 Grade change analysis of vegetation coverage
The vegetation coverage in TGRA was being converted from
NC to LC or from MC to HC (Tab. 1). The ratio of HC area was
increasing with the number 68.7% in 2000 to 72.5% in 2006.
The reasons are various. Increasing of water areas and
construction lands caused by the Three Gorges Project
construction and resettlement, reduced vegetation coverage area,
however, implementation of a series of relative environment
protection, such as several important forest projects of de
farming and reforestation, mountains closed for afforestation,
Yangtze River Forest Protection Project, greenbelt construction
in the reservoir, increased the fraction of pixel vegetation
coverage.
5. CONCLUSIONS
From the results of the vegetation cover fraction retrieved from
time series Modis NDVI data of the TGRA, it can be concluded
that:
(1) It is proved to be effective that yearly vegetation cover
information was achieved by monthly vegetation cover fraction
using MODIS NDVI data from April to October.
(2) The vegetation cover was increasing in a small extent in the
Three Gorges Reservoir Area in recent seven years, with the
average vegetation cover fraction from 0.761 in 2000 to 0.769
in 2006. In general, the vegetation cover took on a good
developing state.
(3) The vegetation cover types were transformed from NC to
LC and from MC to HC. The proportion of HC was enhanced
from 68.7% in 2000 to 72.5% in 2006. In a word, the vegetation
cover has been improved in recent seven years.