DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA

This article considers the problem of requiring the hardware and software implementation of complex calculations allowing automating the whole process of analysis and processing of the field data acquired using the sensors installed on UAV. The article reveals and substantiates the necessity of buil...

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Main Authors: M. G. Razakova, Z. Z. Ainakulov, A. G. Kuzmin, I. 0. Fedorov, R. K. Yergaliev
Format: Article
Language:English
Published: Copernicus Publications 2020-08-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B2-2020/1253/2020/isprs-archives-XLIII-B2-2020-1253-2020.pdf
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spelling doaj-9a0fabafa9974c1fb913ff7b0db76fbb2020-11-25T03:26:37ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342020-08-01XLIII-B2-20201253125810.5194/isprs-archives-XLIII-B2-2020-1253-2020DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATAM. G. Razakova0Z. Z. Ainakulov1A. G. Kuzmin2I. 0. Fedorov3R. K. Yergaliev4JSC “National Center of Space Research and Technology”, 050010, Almaty, Republic of KazakhstanAl-Farabi Kazakh National University, 050040, Almaty, Republic of KazakhstanJSC “National Center of Space Research and Technology”, 050010, Almaty, Republic of KazakhstanJSC “National Center of Space Research and Technology”, 050010, Almaty, Republic of KazakhstanJSC “National Center of Space Research and Technology”, 050010, Almaty, Republic of KazakhstanThis article considers the problem of requiring the hardware and software implementation of complex calculations allowing automating the whole process of analysis and processing of the field data acquired using the sensors installed on UAV. The article reveals and substantiates the necessity of building a flexible architecture of the hardware-software complex. The hardware-software complex is focused on measuring humidity of the surface air layer above the soya field in order to control the irrigation quality. The measurements showed good correlation with the ground humidity factors. MCRI2 index was used to assess the state of vegetation in controlled areas. In the part of the field with high humidity, MCRI2 index was also higher. The results of aerial photo processing, as well as analysis and interpretation of aerial survey data can be further used to take measures to improve the microclimate of crops.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B2-2020/1253/2020/isprs-archives-XLIII-B2-2020-1253-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author M. G. Razakova
Z. Z. Ainakulov
A. G. Kuzmin
I. 0. Fedorov
R. K. Yergaliev
spellingShingle M. G. Razakova
Z. Z. Ainakulov
A. G. Kuzmin
I. 0. Fedorov
R. K. Yergaliev
DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet M. G. Razakova
Z. Z. Ainakulov
A. G. Kuzmin
I. 0. Fedorov
R. K. Yergaliev
author_sort M. G. Razakova
title DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
title_short DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
title_full DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
title_fullStr DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
title_full_unstemmed DEVELOPMENT OF HARDWARE AND SOFTWARE ARCHITECTURE FOR ANALYSIS AND PROCESSING OF THE FIELD DATA
title_sort development of hardware and software architecture for analysis and processing of the field data
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2020-08-01
description This article considers the problem of requiring the hardware and software implementation of complex calculations allowing automating the whole process of analysis and processing of the field data acquired using the sensors installed on UAV. The article reveals and substantiates the necessity of building a flexible architecture of the hardware-software complex. The hardware-software complex is focused on measuring humidity of the surface air layer above the soya field in order to control the irrigation quality. The measurements showed good correlation with the ground humidity factors. MCRI2 index was used to assess the state of vegetation in controlled areas. In the part of the field with high humidity, MCRI2 index was also higher. The results of aerial photo processing, as well as analysis and interpretation of aerial survey data can be further used to take measures to improve the microclimate of crops.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLIII-B2-2020/1253/2020/isprs-archives-XLIII-B2-2020-1253-2020.pdf
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