juliana mio de souza

Mrs. juliana mio de souza

Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina, Florianópolis, Santa Catarina, Brazil
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Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 March 2022 in Sustainability
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juliana mio de souzajuliana mio de souza
juliana mio de souza
Paulo MorgadoPaulo Morgado
Paulo Morgado
Eduarda Marques da CostaEduarda Marques da Costa
Eduarda Marques da Costa
LVLuiz Vianna
Luiz Vianna
The simulation and analysis of future land use and land cover—LULC scenarios using artificial neural networks (ANN)—has been applied in the last 25 years, producing information for environmental and territorial policy making and implementation. LULC changes have impacts on many levels, e.g., climate change, biodiversity and ecosystem services, soil quality, which, in turn, have implications for the landscape. Therefore, it is fundamental that planning is informed by scientific evidence. The objective of this work was to develop a geographic model to identify the main patterns of LULC transitions between the years 2000 and 2018, to simulate a baseline scenario for the year 2036, and to assess the effectiveness of the Chapecó River ecological corridor (an area created by State Decree No. 2.957/2010), regarding the recovery and conservation of forest remnants and natural fields. The results indicate that the forest remnants have tended to recover their area, systematically replacing silviculture areas. However, natural fields (grassland) are expected to disappear in the near future if proper measures are not taken to protect this ecosystem. If the current agricultural advance pattern is maintained, only 0.5% of natural fields will remain in the ecological corridor by 2036. This LULC trend exposes the low effectiveness of the ecological corridor (EC) in protecting and restoring this vital ecosystem.

5 January 2023 in Land
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juliana mio de souzajuliana mio de souza
juliana mio de souza
Paulo MorgadoPaulo Morgado
Paulo Morgado
Eduarda Marques da CostaEduarda Marques da Costa
Eduarda Marques da Costa
LVLuiz Vianna
Luiz Vianna
The studies of spatial-temporal land use and land cover (LULC) change patterns, supported by future scenarios and simulation methods based on the assumption of natural socio-economic and territorial driving forces, allow us to go beyond an accurate diagnosis of the dynamics that have occurred so far, providing a picture of possible alternative futures, and are fundamental in assisting with the planning and policy-making in the territory. In this paper, we use LULC maps and explanatory variables aggregated in five dimensions (physical/natural, economic, sociocultural, technological, and demographic) to identify which are the main drinving forces in the evolution process and the simulation of LULC dynamics for 2036, using as a case study the Chapecó River ecological corridor (Chapecó EC) area. The Chapecó EC was created by the state government in 2010 with the goal of combining nature conservation with local and regional development. In this region, in the last two decades, the loss of areas of natural grassland and forest was on average five times higher than the average recorded in the state. Based on scenario-building methods using artificial neural networks, six predictive scenarios were elaborated, based on three socioeconomic scenarios (current conditions, growth, and socioeconomic recession) and two territorial intervention options (actions). This includes an action based on maintaining the current LULC, and another action of a conservationist nature with the recovery of forest and natural grassland areas to the proportions of areas found in 1990. The results indicate that if the current LULC is maintained, forest, pasture and agriculture areas tend to increase, while silviculture and natural grassland areas decrease, driven by economic and physical/natural driving forces. If there is a conservationist action, natural grassland and pasture areas tend to increase and silviculture and agriculture tend to lose area due to economic, technological, and physical/natural driving forces. These trends have revealed that the natural grassland preservation/restoration, the encouragement of conservationist agricultural practices combined with economic strategies, and the technological development of the rural sector seem to form the basis of economic development combined with biodiversity conservation.

31 December 2020 in Sustainability in Debate
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juliana mio de souzajuliana mio de souza
juliana mio de souza
Eduarda Marques da CostaEduarda Marques da Costa
Eduarda Marques da Costa
The objective of this paper is to verify the land use and land cover change and to relate them with the potential driving forces that have been acting in the state of Santa Catarina, Brazil, during the period from 2000 to 2010. The methodology consists in identifying trends in the land use and land cover change; indicating possible explanatory factors based in factorial analysis for main components and elaborating a final typology, based on cluster analysis. Results include a strong expansion and growing strength of agricultural activity as well as forestry throughout the state and the loss of native vegetation, which points to the need to develop protective actions and occupation and land use regulations, in particular, in the environmental area, encompassing the development of an intensive and mechanized agricultural activity.

1 December 2025 in Revista Brasileira de Cartografia
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LVLuiz Vianna
Luiz Vianna
juliana mio de souzajuliana mio de souza
juliana mio de souza
O Cadastro Ambiental Rural (CAR) é a principal base de dados para o Programa de Regularização Ambiental (PRA), instituído para atuar como um guia para a recuperação dos passivos ambientais existentes em imóveis rurais. Devido à sua natureza auto declaratória, o CAR contém informações equivocadas e inconsistências geométricas e topológicas. O objetivo deste trabalho foi avaliar a qualidade geométrica, topológica e declaratória do CAR em Santa Catarina para o seu uso na implementação de políticas públicas. Avaliou-se a versão de 05/05/2025 do CAR, disponível na base de downloads para consulta pública do SICAR. Foram aplicadas técnicas de geoprocessamento para identificar erros de geometria, como geometrias vazias, intersecção própria e segmentos curtos e erros de topologia, como sobreposição intraclasses e sobreposição interclasses. Em média, 9% (0,04% - 23,63%) dos polígonos apresentou algum tipo de problema entre geometria vazia, intersecção própria ou segmentos curtos. Os resultados da intersecção intraclasse demonstraram a sobrestimativa de áreas da ordem de 10% entre os limites dos imóveis. Já a sobreposição interclasses resultaram em uma sobrestimativa de 20,28% de área entre as classes de mapeamento. O CAR foi implementado sem a aplicação de regras topológicas e sem a definição de um modelo de dados geoespacial adequado ao planejamento e ordenamento do território. Como consequência, a base de dados resultante apresentou diferenças significativas de áreas tanto nos limites dos imóveis rurais quanto nas classes de mapeamento. Os limites dos imóveis rurais necessitam de ajustes geométricos e topológicos antes de serem utilizados para qualquer tipo de planejamento territorial. As classes de uso declaradas não devem ser consideradas para uso, pois apresentam inconsistência geométrica e topológica significativas, além da inconsistência declaratória.

21 November 2025 in Agropecuária Catarinense
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LVLuiz Vianna
Luiz Vianna
juliana mio de souzajuliana mio de souza
juliana mio de souza
Brazilian environmental legislation is approaching its centennial anniversary. Throughout this period, the legislation has undergone changes to adapt to the socioeconomic reality of each era. Due to its strong impact on rural areas, changes have occurred because of constant pressure from several sectors, including the productive sector, society, scientists, and environmentalists. Different narratives emerge according to worldviews, interests, and political and social contexts. Despite global evidence of the current environmental crisis, preserving, conserving, and restoring natural ecosystems are still seen in Brazil as obstacles to rural development. This view is reflected in the current legal instruments and proposals for changes. In this article, we briefly discuss the conflicting narratives that underpin legislative construction considering current sustainability principles. Our goal is to present scientific and technical references demonstrating that environmental legislation should be viewed as an ally, not an obstacle, to rural development, offering new production perspectives based on the multifunctionality of rural property.

18 April 2023
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juliana mio de souzajuliana mio de souza
juliana mio de souza
The presented article certainly presents a theme of great environmental relevance. It presents great scientific and academic potential. As a contribution, in the sense of publishing the paper in academic journals, I suggest the authors to describe th...