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Hitachi F7000 Instruction Manual

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Page 321

A - 8 
APPENDIX C  DETERMINATION COEFFICIENT 
OF CALIBRATION CURVE 
 
C.1    Calculation of Determination Coefficient 
 
The determination coefficient and other factors are calculated via the 
following formula. 
 
 
 
Difference DIFF  :  DIFF
n = Cn - Cstdn 
Relative difference RD  : 
RDDIFF
An=×100  
AA
Nn=∑ 
Student’s t-test  : 
tDIFF
DIFF
Nnn=

∑2
1
 
Relative coefficient  : 
()()
()
RCC CC
CCnnstdn
n= 
∑∑
∑
2
2
2
 
Determination coefficient  :  R
2 = (R)2 
 
An : Photometric or 
average value of...

Page 322

A - 9 
C.2    Usage of Determination Coefficient 
 
The determination coefficient indicates the goodness of fit of the 
measured standards and the prepared calibration curve.    The closer 
this value is to “1,” the better the fit of the measured value and 
calibration curve.    If the value is far from “1,” then the standards must 
be measured or the calibration curve mode must be changed.   
Examples of determination coefficients upon changing the calibration 
curve mode are given below. 
 
 
 
 
With...

Page 323

A - 10 
APPENDIX D  INTEGRATION METHOD AND 
SMOOTHING 
 
D.1  Foreword 
 
The integration methods and smoothing used in the FL Solutions 
program are explained here. 
 
 
D.2  Integration Methods 
 
The FL Solution program comes with the following three integration 
methods. 
 
• Rectangular 
• Trapezoid 
• Romberg 
 
 
The Rectangular method is the simplest calculation method among the 
above three.    Since one sampling interval is equal to the width of each 
sectional area, the total value of all data...

Page 324

A - 11 
The Trapezoid method is an improved method of peak area calculation. 
Each section having a width equal to one sampling interval is indicated 
by a rectangle and a triangle on it.    And the target area is given by 
totaling the area values of all sections. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fig. D-2 
 
 
When focusing attention on one section, the area I
r of its rectangular 
part can be expressed as follows. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fig. D-3 
 
 
D.2.2 Trapezoid 
Method 
 
Ir= f1x
where, x :...

Page 325

A - 12 
To this rectangle, a triangular part is to be added. 
When replacing the sectional area with I
T, and the triangular area with It, 
I
T is given by the following formula. 
IIIff
xfxff
xTtr=+=−
+=+
⎛
⎝ ⎜⎞
⎠ ⎟21
112
22 
 
The above formula can be transformed to cover the entire peak as 
follows. 
If
fff
xTnn=++++⎛
⎝ ⎜⎞
⎠ ⎟ 1
2122K 
 
 
The Romberg method is the most exact integration used in this program. 
The aforementioned Trapezoid method has different step sizes 
(sampling intervals) for...

Page 326

A - 13 
D.3  SMOOTHING 
 
The FL Solutions program comes with the following three smoothing 
methods. 
 
• Savitsky-Golay smoothing 
• Mean smoothing 
• Median smoothing 
 
These are explained in detail below. 
 
 
For this method, refer to the following literature. 
 
Gorry,P.A. 
”General Least-Squares Smoothing and Differentiation by the 
Convolution (Savitsky -Golay) Method”   
Anal.Chem. 1990, 62, 570-573. 
 
D.3.1 Foreword 
 
D.3.2 Savitsky-Golay 
Smoothing  

Page 327

A - 14 
Average data is obtained from the numerical values at the specified data 
points and set for the center wavelength. 
 
Example) 
Number of data points :  7 
Number of times  :  1 
In case of 7 data points starting from 358.0 nm, the average value is 
set for the center wavelength of 358.6 nm.    At this time, data 
disappears at 3 points at the both sides on the spectrum. 
 
How to acquire data 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
When an even number (2n) of data points are specified, 
“2n” is...

Page 328

A - 15 
Middle data is obtained from the numerical values at the specified data 
points and set for the center wavelength. 
 
Example) 
Number of data points :  7 
Number of times  :  1 
In case of 7 data points starting from 358.0 nm, the 4th smallest 
value is set for the center wavelength of 358.6 nm.    At this time, 
data disappears at 3 points at the both sides on the spectrum. 
 
How to acquire data 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
When an even number (2n) of data points are specified, 
“2n”...

Page 329

A - 16 
APPENDIX E  DESCRIPTION OF 
FLUOROMETRY 
 
E.1  Description of Fluorescence 
 
 
 
 
 
 
Fig. E-1    Typical Organic Molecular Energy Level 
 
 
Figure E-1 illustrates the energy level transitions in an organic molecule 
in processes of light absorption and emission. 
When light strike an organic molecule in the ground state, it absorbs 
radiation of certain specific wavelengths to jump to an excited state.     
A part of the excitation (absorbed) energy is lost on vibration relaxation, 
i.e.,...

Page 330

A - 17 
Also, if radiationless transition to the triplet state takes place, then 
phosphorescence is emitted during triplet-to-singlet transition (from the 
excited triplet state to the ground singlet state). 
Generally phosphorescence persists for 10
-4 sec or longer due to the 
selection rule imposed on the triplet-to-singlet transition.    In contrast, 
fluorescence persists for a period of 10
-8 to 10-9 sec in most cases. 
 
As mentioned above, a part of the radiation absorbed by a substance is 
lost...
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