Statistical approach in land-use suitability analysis of the Belgrade City suburbs
Autori
Petrović, RastkoMarjanović, Miloš
Đurić, Uroš
Šušić, Vladimir
Abolmasov, Biljana
Zečević, Snežana
Ostala autorstva
Marić, IgorPetrić, Jasna
Konferencijski prilog (Objavljena verzija)
,
Institute of Architecture and Urban & Spatial Planning of Serbia (IAUS) Belgrade
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
The paper addresses the problem of suburb development potential in the City of
Belgrade. Suburbanization problem is particularly pronounced due to the rapid spreading
of the city, and there is a strong initiative for extending the existing Master Plan for
these suburb areas. One of the important points in that context is determination of the
Land-Use suitability, as one of the foremost planning references. Herein, a statistical
model is proposed for modeling of the Land-Use suitability relying on the available
thematic data, including the following sources: Land-Cover, Geological, Topographic
and Protected areas maps and some synthetic maps derived from these sources in a GIS
environment. For the modeling purposes, the Conditional Probability approach has been
implemented, using Weight of Evidence technique, in particular. Two modeling schemes
have been involved: (i) model is being built and correlated in the extents of the known
Land-Use suitability (training area) (ii) mod...el is being extrapolated to the areas with
partly known Land-Use suitability (by having only two particular suitability classes at
disposal). Such strategy enabled optimization of classification scale, crucial for the
actual comparison of the actual state and the final model, as a combination of (i) and (ii).
The results were convincing and by reaching more nearly 80% of accuracy, they parallel
the results of the earlier work based on different methodology. Finally, a practical
applicability of the model has been also discussed.
Ključne reči:
Land-Use suitability / GIS / City of Belgrade / Suburbanization / Conditional ProbabilityIzvor:
Book of Abstracts: 2nd International Scientific Conference Regional Development, 2013, 72-72Izdavač:
- Institute of Architecture and Urban & Spatial Planning of Serbia (IAUS) Belgrade
Finansiranje / projekti:
- Primena GNSS i LIDAR tehnologije u monitoringu stabilnosti infrastrukturnih objekata i terena (RS-MESTD-Technological Development (TD or TR)-36009)
Institucija/grupa
GraFarTY - CONF AU - Petrović, Rastko AU - Marjanović, Miloš AU - Đurić, Uroš AU - Šušić, Vladimir AU - Abolmasov, Biljana AU - Zečević, Snežana PY - 2013 UR - https://grafar.grf.bg.ac.rs/handle/123456789/1912 AB - The paper addresses the problem of suburb development potential in the City of Belgrade. Suburbanization problem is particularly pronounced due to the rapid spreading of the city, and there is a strong initiative for extending the existing Master Plan for these suburb areas. One of the important points in that context is determination of the Land-Use suitability, as one of the foremost planning references. Herein, a statistical model is proposed for modeling of the Land-Use suitability relying on the available thematic data, including the following sources: Land-Cover, Geological, Topographic and Protected areas maps and some synthetic maps derived from these sources in a GIS environment. For the modeling purposes, the Conditional Probability approach has been implemented, using Weight of Evidence technique, in particular. Two modeling schemes have been involved: (i) model is being built and correlated in the extents of the known Land-Use suitability (training area) (ii) model is being extrapolated to the areas with partly known Land-Use suitability (by having only two particular suitability classes at disposal). Such strategy enabled optimization of classification scale, crucial for the actual comparison of the actual state and the final model, as a combination of (i) and (ii). The results were convincing and by reaching more nearly 80% of accuracy, they parallel the results of the earlier work based on different methodology. Finally, a practical applicability of the model has been also discussed. PB - Institute of Architecture and Urban & Spatial Planning of Serbia (IAUS) Belgrade C3 - Book of Abstracts: 2nd International Scientific Conference Regional Development T1 - Statistical approach in land-use suitability analysis of the Belgrade City suburbs EP - 72 SP - 72 UR - https://hdl.handle.net/21.15107/rcub_grafar_1912 ER -
@conference{ author = "Petrović, Rastko and Marjanović, Miloš and Đurić, Uroš and Šušić, Vladimir and Abolmasov, Biljana and Zečević, Snežana", year = "2013", abstract = "The paper addresses the problem of suburb development potential in the City of Belgrade. Suburbanization problem is particularly pronounced due to the rapid spreading of the city, and there is a strong initiative for extending the existing Master Plan for these suburb areas. One of the important points in that context is determination of the Land-Use suitability, as one of the foremost planning references. Herein, a statistical model is proposed for modeling of the Land-Use suitability relying on the available thematic data, including the following sources: Land-Cover, Geological, Topographic and Protected areas maps and some synthetic maps derived from these sources in a GIS environment. For the modeling purposes, the Conditional Probability approach has been implemented, using Weight of Evidence technique, in particular. Two modeling schemes have been involved: (i) model is being built and correlated in the extents of the known Land-Use suitability (training area) (ii) model is being extrapolated to the areas with partly known Land-Use suitability (by having only two particular suitability classes at disposal). Such strategy enabled optimization of classification scale, crucial for the actual comparison of the actual state and the final model, as a combination of (i) and (ii). The results were convincing and by reaching more nearly 80% of accuracy, they parallel the results of the earlier work based on different methodology. Finally, a practical applicability of the model has been also discussed.", publisher = "Institute of Architecture and Urban & Spatial Planning of Serbia (IAUS) Belgrade", journal = "Book of Abstracts: 2nd International Scientific Conference Regional Development", title = "Statistical approach in land-use suitability analysis of the Belgrade City suburbs", pages = "72-72", url = "https://hdl.handle.net/21.15107/rcub_grafar_1912" }
Petrović, R., Marjanović, M., Đurić, U., Šušić, V., Abolmasov, B.,& Zečević, S.. (2013). Statistical approach in land-use suitability analysis of the Belgrade City suburbs. in Book of Abstracts: 2nd International Scientific Conference Regional Development Institute of Architecture and Urban & Spatial Planning of Serbia (IAUS) Belgrade., 72-72. https://hdl.handle.net/21.15107/rcub_grafar_1912
Petrović R, Marjanović M, Đurić U, Šušić V, Abolmasov B, Zečević S. Statistical approach in land-use suitability analysis of the Belgrade City suburbs. in Book of Abstracts: 2nd International Scientific Conference Regional Development. 2013;:72-72. https://hdl.handle.net/21.15107/rcub_grafar_1912 .
Petrović, Rastko, Marjanović, Miloš, Đurić, Uroš, Šušić, Vladimir, Abolmasov, Biljana, Zečević, Snežana, "Statistical approach in land-use suitability analysis of the Belgrade City suburbs" in Book of Abstracts: 2nd International Scientific Conference Regional Development (2013):72-72, https://hdl.handle.net/21.15107/rcub_grafar_1912 .