Software AgDataBox-Map to precision agriculture management

The soil management can affect the development of the plant, the quality of the water and air and contribute to increase in the emission of greenhouse gases. Therefore, precision agriculture practices are been indicated for sustainable development and for prolonging life on Earth planet. In order to...

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Main Authors: Gabriela Karoline Michelon, Claudio Leones Bazzi, Shrinivasa Upadhyaya, Eduardo Godoy de Souza, Paulo Sérgio Graziano Magalhães, Ligia Francielle Borges, Kelyn Schenatto, Ricardo Sobjak, Alan Gavioli, Nelson Miguel Betzek
Format: Article
Language:English
Published: Elsevier 2019-07-01
Series:SoftwareX
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711019300275
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spelling doaj-4310285c2f9e46bb842ce20c855959442020-11-25T00:49:48ZengElsevierSoftwareX2352-71102019-07-0110Software AgDataBox-Map to precision agriculture managementGabriela Karoline Michelon0Claudio Leones Bazzi1Shrinivasa Upadhyaya2Eduardo Godoy de Souza3Paulo Sérgio Graziano Magalhães4Ligia Francielle Borges5Kelyn Schenatto6Ricardo Sobjak7Alan Gavioli8Nelson Miguel Betzek9Computer Science Department, Johannes Kepler University Linz (JKU), Linz, Upper Austria, Austria; Corresponding author.Computer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilBiological and Agricultural Engineering Department, UC Davis, Davis, CA 95616, USAPGEAGRI, Technological and Exact Sciences Center, Western Paraná State University (UNIOESTE), Cascavel, Paraná, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, Brazil; Interdisciplinary Center for Energy Planning - University of Campinas (Unicamp), São Paulo, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilComputer Science Department, Federal University of Technology of Paraná (UTFPR), Medianeira, Paraná, BrazilThe soil management can affect the development of the plant, the quality of the water and air and contribute to increase in the emission of greenhouse gases. Therefore, precision agriculture practices are been indicated for sustainable development and for prolonging life on Earth planet. In order to encourage the reduction of environmental impacts and help to obtain higher final income to the producer, this work aimed to present a web tool (AgDataBox-Map) developed for the control and management of agricultural fields, allowing to register and to gather the necessary information to analyze the spatial variability of the soil and plant. To develop the web application, the Java, HTML, Javascript and CSS languages were used. Frameworks like JavaScript jQuery and Openlayers library and Ajax were used to manipulate the HTML documents and events to make feasible view and, edit geospatial data and satellite images in the web application. To implement the interpolation methods routines in statistical software R and procedural functions were used. The PostgreSQL database store the data and the web application has synchronization with an Application Programming Interface — API (AgDataBox-API) that stores and integrates agricultural data in a central data server, which enables the integration of data obtained and used in multiple applications if the user desires. As result of this work, a web tool was developed and enable the generation and visualization of thematic maps by the inverse of the distance to a power, moving average and ordinary kriging interpolators. Keywords: Web application, PostgreSQL, OpenLayers, Sustainable developmenthttp://www.sciencedirect.com/science/article/pii/S2352711019300275
collection DOAJ
language English
format Article
sources DOAJ
author Gabriela Karoline Michelon
Claudio Leones Bazzi
Shrinivasa Upadhyaya
Eduardo Godoy de Souza
Paulo Sérgio Graziano Magalhães
Ligia Francielle Borges
Kelyn Schenatto
Ricardo Sobjak
Alan Gavioli
Nelson Miguel Betzek
spellingShingle Gabriela Karoline Michelon
Claudio Leones Bazzi
Shrinivasa Upadhyaya
Eduardo Godoy de Souza
Paulo Sérgio Graziano Magalhães
Ligia Francielle Borges
Kelyn Schenatto
Ricardo Sobjak
Alan Gavioli
Nelson Miguel Betzek
Software AgDataBox-Map to precision agriculture management
SoftwareX
author_facet Gabriela Karoline Michelon
Claudio Leones Bazzi
Shrinivasa Upadhyaya
Eduardo Godoy de Souza
Paulo Sérgio Graziano Magalhães
Ligia Francielle Borges
Kelyn Schenatto
Ricardo Sobjak
Alan Gavioli
Nelson Miguel Betzek
author_sort Gabriela Karoline Michelon
title Software AgDataBox-Map to precision agriculture management
title_short Software AgDataBox-Map to precision agriculture management
title_full Software AgDataBox-Map to precision agriculture management
title_fullStr Software AgDataBox-Map to precision agriculture management
title_full_unstemmed Software AgDataBox-Map to precision agriculture management
title_sort software agdatabox-map to precision agriculture management
publisher Elsevier
series SoftwareX
issn 2352-7110
publishDate 2019-07-01
description The soil management can affect the development of the plant, the quality of the water and air and contribute to increase in the emission of greenhouse gases. Therefore, precision agriculture practices are been indicated for sustainable development and for prolonging life on Earth planet. In order to encourage the reduction of environmental impacts and help to obtain higher final income to the producer, this work aimed to present a web tool (AgDataBox-Map) developed for the control and management of agricultural fields, allowing to register and to gather the necessary information to analyze the spatial variability of the soil and plant. To develop the web application, the Java, HTML, Javascript and CSS languages were used. Frameworks like JavaScript jQuery and Openlayers library and Ajax were used to manipulate the HTML documents and events to make feasible view and, edit geospatial data and satellite images in the web application. To implement the interpolation methods routines in statistical software R and procedural functions were used. The PostgreSQL database store the data and the web application has synchronization with an Application Programming Interface — API (AgDataBox-API) that stores and integrates agricultural data in a central data server, which enables the integration of data obtained and used in multiple applications if the user desires. As result of this work, a web tool was developed and enable the generation and visualization of thematic maps by the inverse of the distance to a power, moving average and ordinary kriging interpolators. Keywords: Web application, PostgreSQL, OpenLayers, Sustainable development
url http://www.sciencedirect.com/science/article/pii/S2352711019300275
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