The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B7. Beijing 2008
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2. EXPERIMENTAL METHODS AND MATERIALS
2.1 Experimental design
Experiment one: From April to August in 2006, the experiment
was carried out at the loess plateau ecological experimental sta
tion (E104°25\ N30°53') of the key laboratory of the nation
arid agriculture at the Northern Mountain Yuzhong, lanzhou
university. The soil type is yellow soft soil and the four culti-
vars are Dingxi35, Gaoyuan602, Longchun8139 and Dingxi24.
The density grads is 100 grains/m2, 200 grains / m2, 400
grains / m2, 600 grains / m2, 800 grains / m2, 1600 grains /
m2, 3200 grains / m2.The sample site is 2mx2m and in order
to ensure the precision the part of the wheat provide to observe
the biophysical parameters was apart from the spectral observa
tion.
Experiment two: In Dingxi arid meteorology and agriculture
experiment station (35°32'N, 104°37'E) of CMA, China. And
the four cultivars are Dingxi35 Gaoyuan602, Longchun8139
and Dingxi38, the area is 3m><3m, the line is 12 meter, and the
field management is the same to experiment one.
2.2 Measurement
The canopy and leaf spectral reflectance was measured using a
portable ASD Field Spec Pro FR2500 spectroradiometer (Ana
lytical Spectral Devices Inc., Boulder, CO, USA) with spectral
range from 350 to 2500 nm (1 nm intervals). The spectral reso
lution was 3, and 10 nm for the ranges 350-1000 and 1000-
2500 nm, respectively. The optical sensor of the spectroradi
ometer was mounted in the frame of a supplemental light
source with a 50-mm distance from target leaf surface. The
sight angle is 5° and 25°.A Spectralon white reference panel
was used to optimize the instrument to 100% reflectance at all
wavebands prior to canopy and leaf reflectance measurements.
When measuring leaf reflectance, the sight angle is 5° and that
is 25° for the canopy reflectance measurement. Spectral meas
urements were collected around solar noon on clear days using
the following protocol: canopy reference measurement was
collected twenty-five times at five spots and the height of the
sensor and the canopy was one meter. At the last, the average
value was the reflectance of the spot, followed by one refer
ence measurement collected from a white field reference panel.
The white field reference panel was made of a lighter, more
portable material than the Spectralon panel and enabled more
frequent calibration measurements to be made within the field
without damaging the coating of the Spectralon panel itself.
Meanwhile, the leaf of the stem reflectance was collected ten
times each spot and the interval was 0.1 meter then obtain the
average value.
Leaf area index (LAI) was recorded using the LAI-2000 plant
canopy analyzer. Plant components were dried at 70 °C and
weighed to determine the dry biomass. The chlorophyll meas
ures by a SPAD502 and the plant height is determined syn
chronously.
2.3 Selection and definition of spectral indices
Spectral indices were computed by chlorophyll absorption
around 640~660nm and 430~450nm (Table 1). Furthermore, as
we all know, the red edge parameter is another important index
to the vegetation grown status. The quantitative describe the
red edge feature are main following three: (1) the position of
red edge(Xred), that is the wavelength of the maximum of the
first derivative reflectance in red region((680-760nm); (2) the
range of the red edge( DXred), that is the maximum of the first
derivative reflectance in red region((680-760nm); (3) The area
of the red edge (Sred), that is the area of the first derivative re
flectance surrounded. In this paper, the first derivative reflec
tance is calculated by difference, DA.= (Ri + 1) - (Ri-1) /
(A,i+ 1) - (A.i — 1) , and the Ri is the reflectance when the
wavelegth is i. some research indicated that there are two fac
tors determined the position and the slope of the red edge, one
is the chlorophyll, it cause the change of the spectral varies
around 700nm and the other is scatter feature of the plant, it
was determined by the structure of the canopy and leaf and so
on(Boochs F,1990; Florler D N H,1983).
Indices
Reference
Formulation
NDVI
Rouse etal.(1974)
y DV/ Kr-K* *850-*650
R mr + R red *850 + *650
EVI
Huete et al., (2002),
jgyj — -> y, — R red 2.5 X * g50 — * 65Q
*»r + 6 x R red — 7.5 x R hlue + 1 * 850 + 6 x * 650 — 7.5 x * 450 +1
NDWI
Gao (1996)
NDWI ^»60 ~ 240
^860 + ^1240
RVI
Pearson&Miller (1972)
RVI=^L = ikl
Rred R-650
PVI
Richardson&Wiegand
(1977)
PV j _ R nir - aRred -b *850 - a x * 650 - (a= 10.489,b=6.604)
V(l + a 2 ) V0 + « 2 )
SAVI
Huete(1988)
SAVI - R ^~ R red (i + L y L=0.5
Kir+Ked+L
DVI
Jordan(1969)
DVI=R nir -R red =R85o-R65o
^red
D^red
R670/R550
R670/R440
the position of red edge
the maximum of the first derivative reflectance in red region((680-
760nm)
Table. 1 the camputed of the spectral indices