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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2020-08-01
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Series: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
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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 |
work_keys_str_mv |
AT mgrazakova developmentofhardwareandsoftwarearchitectureforanalysisandprocessingofthefielddata AT zzainakulov developmentofhardwareandsoftwarearchitectureforanalysisandprocessingofthefielddata AT agkuzmin developmentofhardwareandsoftwarearchitectureforanalysisandprocessingofthefielddata AT i0fedorov developmentofhardwareandsoftwarearchitectureforanalysisandprocessingofthefielddata AT rkyergaliev developmentofhardwareandsoftwarearchitectureforanalysisandprocessingofthefielddata |
_version_ |
1724591725737934848 |