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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2019-05-01
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Online Access: | http://periodicos.unievangelica.edu.br/index.php/fronteiras/article/view/3247 |
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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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