Aerospace and Electronic Systems - June 2019 - 10

Sensor Placement Algorithm With Range Constraints for Precision Agriculture

Figure 3.
RS precision farming data.

ability to remove water from the surface through
evaporation processes and transpiration without water
supply limitations. Generally, the crop water need of a
field is estimated through

NDVI ¼

NIR-RED
:
NIR+RED

(17)

cropwaterneed ¼ potentialevapotranspiration
À actualevapotranspiration:

NDVI has a range from À1 to +1. Negative values
of NDVI indicate water bodies and highly positive for
vegetated landscapes. An NDVI close to zero indicates
lack of water or plants or urban areas.

The only source for estimating the AET is remote sensing
whose unit is in millimeters.

EVI

VEGETATION INDICES

The EVI was developed as an alternative vegetation index
to address some of the limitations of the NDVI. The EVI
was specifically developed to be more sensitive to changes
in areas having high biomass and reduce the atmospheric
conditions' influence on vegetation index values. EVI is
calculated as

Vegetation indices are mathematical combination or transformation of spectral bands that accentuates the spectral
properties of green plants so that they appear distinct from
other image features. Indices used in our work are as
follows.

EVI ¼ 2:5 Â

NVDI
NDVI quantifies vegetation by measuring the difference
between near-infrared (from 0.4 to 0.7 m m) which
vegetation strongly reflects and red light (from 0.7 to 1.1
m m) which vegetation absorbs and normalizing it
further [54], [55]
10

ððNIR À REDÞ
ðNIR þ C1 Â RED À C2 Â BLUE þ LÞ
(18)

where NIR, RED, and BLUE are atmospherically
corrected surface reflectance and C1 , C2 , and L are coefficients for correcting the atmospheric condition. The
standard values are L ¼ 1, C1 ¼ 6, and C2 ¼ 7:5.

IEEE A&E SYSTEMS MAGAZINE

JUNE 2019



Aerospace and Electronic Systems - June 2019

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