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Future approaches to facilitate large-scale adoption of thermal based images as key input in the production of dynamic irrigation management zones
Year:
2017
Source of publication :
Advances in animal biosciences
Authors :
Alchanatis, Victor
;
.
Cohen, Yafit
;
.
Klapp, Iftach
;
.
Volume :
8
Co-Authors:

N. Agam, A. Karnieli, O. Beeri and N. Sochen

Facilitators :
From page:
546
To page:
550
(
Total pages:
5
)
Abstract:
To use VRI systems, a field is divided into irrigation management zones (IMZs). While IMZs are dynamic in nature, most of IMZs prescription maps are static. High-resolution thermal images (TI) coupled with measured atmospheric conditions have been utilized to map the within-field water status variability and to delineate in-season IMZs. Unfortunately, spaceborne TIs have coarse spatial resolution and aerial platforms require substantial financial investments, which may inhibit their large-scale adoption. Three approaches are proposed to facilitate large-scale adoption of TI-based IMZs: 1) increase of the capacity of aerial TI by enhancing their spatial resolution; 2) sharpening the spatial resolution of satellite TI by fusing satellite multi-spectral images in the visible visiblenear-
infrared (VIS-NIR) range; 3) increase the capacity of aerial TI by fusing satellite multi-spectral images in the VIS-NIR range. The scientific and engineering basis of each of the approaches is described together with initial results.
Note:
Related Files :
fusion of VIS-NIR and thermal imaging
sharpening
super-resolution
thermal imaging
Show More
Related Content
More details
DOI :
10.1017/S2040470017001352
Article number:
0
Affiliations:
Database:
Google Scholar
Publication Type:
article
;
.
Language:
English
Editors' remarks:
ID:
18341
Last updated date:
02/03/2022 17:27
Creation date:
16/04/2018 23:18
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Scientific Publication
Future approaches to facilitate large-scale adoption of thermal based images as key input in the production of dynamic irrigation management zones
8

N. Agam, A. Karnieli, O. Beeri and N. Sochen

Future approaches to facilitate large-scale adoption of thermal based images as key input in the production of dynamic irrigation management zones
To use VRI systems, a field is divided into irrigation management zones (IMZs). While IMZs are dynamic in nature, most of IMZs prescription maps are static. High-resolution thermal images (TI) coupled with measured atmospheric conditions have been utilized to map the within-field water status variability and to delineate in-season IMZs. Unfortunately, spaceborne TIs have coarse spatial resolution and aerial platforms require substantial financial investments, which may inhibit their large-scale adoption. Three approaches are proposed to facilitate large-scale adoption of TI-based IMZs: 1) increase of the capacity of aerial TI by enhancing their spatial resolution; 2) sharpening the spatial resolution of satellite TI by fusing satellite multi-spectral images in the visible visiblenear-
infrared (VIS-NIR) range; 3) increase the capacity of aerial TI by fusing satellite multi-spectral images in the VIS-NIR range. The scientific and engineering basis of each of the approaches is described together with initial results.
Scientific Publication
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