Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time

Both natural evolution and human activities result in changes in natural resources and in the terrestrial environment. Observation of the temporal and spatial level of the Earth allows us to understand the interrelationship of the phenomena that cause these changes. The studies carried out in this s...

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Main Authors: Natasha Sophie Pereira, Nilton Correia da Silva, Osmar Abílio de Carvalho Júnior
Format: Article
Language:Portuguese
Published: Centro Universitário de Anápolis 2019-05-01
Series:Fronteiras: Journal of Social, Technological and Environmental Science
Subjects:
Online Access:http://periodicos.unievangelica.edu.br/index.php/fronteiras/article/view/3247
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spelling doaj-9a57a0ec923946088bffe2d99532e83f2020-11-24T21:55:17ZporCentro Universitário de AnápolisFronteiras: Journal of Social, Technological and Environmental Science2238-88692019-05-01827310310.21664/2238-8869.2019v8i2.p73-1033247Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over TimeNatasha Sophie Pereira0Nilton Correia da Silva1Osmar Abílio de Carvalho Júnior2Universidade de Brasília, UnB, Brasil.; Centro Universitário de Anápolis, UniEVANGÉLICA, Brasil.Universidade de Brasília, UnB, Brasil.Universidade de Brasília, UnB, Brasil.Both natural evolution and human activities result in changes in natural resources and in the terrestrial environment. Observation of the temporal and spatial level of the Earth allows us to understand the interrelationship of the phenomena that cause these changes. The studies carried out in this sense vary according to the need of the researchers and the object to be studied. There is a need to work with a large amount of time in a temporal series of multispectral images in order to obtain more detailed data of the space changes over time. This work aims to contribute to the area of geoprocessing regarding the improvement of methods and techniques that subsidize the analysis of land use changes over time. For this purpose, an approach was proposed in order to allow the analysis of an image with -bands, in -times simultaneously, so the time dimension was added to the model of a common three-dimensional digital image (lines, columns and bands), making it four-dimensional (lines, columns, bands and times). New multispectral and multitemporal data storage formats (TBSQ, TBIL, TBIP) were produced, to test them was developed a two-stage prototype. The first version of the prototype consumed a considerable time to execute the tests, leading to the need for improving the prototype. In the second version of the prototype, a multi-pointer technique was implemented, which brought significant performance gains to the initial version.http://periodicos.unievangelica.edu.br/index.php/fronteiras/article/view/3247MultidimensionalTemporal-Spectrum ImagesMultitemporalTBSQ, TBIL, and TBIPMulti-Pointers
collection DOAJ
language Portuguese
format Article
sources DOAJ
author Natasha Sophie Pereira
Nilton Correia da Silva
Osmar Abílio de Carvalho Júnior
spellingShingle Natasha Sophie Pereira
Nilton Correia da Silva
Osmar Abílio de Carvalho Júnior
Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
Fronteiras: Journal of Social, Technological and Environmental Science
Multidimensional
Temporal-Spectrum Images
Multitemporal
TBSQ, TBIL, and TBIP
Multi-Pointers
author_facet Natasha Sophie Pereira
Nilton Correia da Silva
Osmar Abílio de Carvalho Júnior
author_sort Natasha Sophie Pereira
title Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
title_short Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
title_full Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
title_fullStr Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
title_full_unstemmed Improvement of Methods and Techniques that Subsidize the Analysis of Land Use Changes Over Time
title_sort improvement of methods and techniques that subsidize the analysis of land use changes over time
publisher Centro Universitário de Anápolis
series Fronteiras: Journal of Social, Technological and Environmental Science
issn 2238-8869
publishDate 2019-05-01
description Both natural evolution and human activities result in changes in natural resources and in the terrestrial environment. Observation of the temporal and spatial level of the Earth allows us to understand the interrelationship of the phenomena that cause these changes. The studies carried out in this sense vary according to the need of the researchers and the object to be studied. There is a need to work with a large amount of time in a temporal series of multispectral images in order to obtain more detailed data of the space changes over time. This work aims to contribute to the area of geoprocessing regarding the improvement of methods and techniques that subsidize the analysis of land use changes over time. For this purpose, an approach was proposed in order to allow the analysis of an image with -bands, in -times simultaneously, so the time dimension was added to the model of a common three-dimensional digital image (lines, columns and bands), making it four-dimensional (lines, columns, bands and times). New multispectral and multitemporal data storage formats (TBSQ, TBIL, TBIP) were produced, to test them was developed a two-stage prototype. The first version of the prototype consumed a considerable time to execute the tests, leading to the need for improving the prototype. In the second version of the prototype, a multi-pointer technique was implemented, which brought significant performance gains to the initial version.
topic Multidimensional
Temporal-Spectrum Images
Multitemporal
TBSQ, TBIL, and TBIP
Multi-Pointers
url http://periodicos.unievangelica.edu.br/index.php/fronteiras/article/view/3247
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