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The use of urban indicators in forecasting a real estate value with the use of deep neural network

Bazan-Krzywoszańska A., Bereta M.

Reports on Geodesy and Geoinformatics

2018

Vol. 106

25--34

Records of municipal planning documents directly affect the land use. In this way, the market price of the land is also shaped. Awareness of the economic and social consequences of adapting specific solutions is the primary argument that should condition the local policy in terms of spatial planning. The research results indicate that the network trained with attributes which do not describe a property value by its price was able to estimate it with acceptable and satisfactory results. The possibility to use artificial multilayer networks in spatial policy decision-making seems well founded. The research results show the relevance of the assumption that using them for modeling can be helpful in selecting the most advantageous variant of planning arrangements in a local law document which determines the land use and development, therefore impacts its value.

The stakeholders and the municipal authorities in the spatial competition

Nowak M. J.

Biuletyn Komitetu Przestrzennego Zagospodarowania Kraju PAN

2017

No 265

22--35

The aim of the study is to determine the role of each stakeholder in the spatial competition as expressed in the application of specific tools of the spatial policy. The possible impact of different groups of stakeholders on the indicated tools as well as the possible reactions of the municipal authorities both have been verified. Simultaneously, the optimal role of the municipal authorities in the spatial competitionhas been presented along with the necessary connection associated with the directions of changes in the land management system. The study contains a research part.

The role and effects of case-law in the spatial competition an analysis of selected cases

Nowak M. J.

Biuletyn Komitetu Przestrzennego Zagospodarowania Kraju PAN

2017

No 265

172--180

The aim of this article is to analyze selected administrative court rulings from the perspective of concepts and processes related to the spatial competition and to define the role of these courts as well as some of the current legal regulations in the spatial competition. The cases (current in the context of the case line) pending before the administrative courts, closely related to spatial conflicts have been meticulously analyzed. The cases concerning local zoning plans and decisions along with land development have been selected. Their results and excerpts of the justification have been combined with the rules of the spatial competition, consequently precisely defining the role of public authorities in determining specific land development.