Proposed method for delimiting spatial structure on the example of agriculture types in Poland
This work presents the results of research on the identification of types of Polish agriculture. Polish gminas (the third-order administrative division of the country sometimes referred to as “communes” or “municipalities”, until 2016 – according to Local Administrative Units – LAU level 2) have bee...
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| Format: | Article |
| Language: | English |
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Nicolaus Copernicus University in Toruń
2020-07-01
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| Series: | Bulletin of Geography. Socio-Economic Series |
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| Online Access: | https://doi.org/10.2478/bog-2020-0020 |
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| author | Wiśniewski Łukasz Perdał Robert Rudnicki Roman |
| author_facet | Wiśniewski Łukasz Perdał Robert Rudnicki Roman |
| author_sort | Wiśniewski Łukasz |
| collection | DOAJ |
| description | This work presents the results of research on the identification of types of Polish agriculture. Polish gminas (the third-order administrative division of the country sometimes referred to as “communes” or “municipalities”, until 2016 – according to Local Administrative Units – LAU level 2) have been divided into three types, characterised by low, medium or high levels of agricultural development, with 10 sub-types. A multi-stage typological procedure was used, employing two classification methods: k-mean cluster analysis and the random forest method. Twelve diagnostic attributes were used that comprehensively characterise Polish agriculture. The results show the diversity of this sector of the economy, which should be taken into account when planning its future development. |
| format | Article |
| id | doaj-art-1f21b1c044e74f609dbc61ece4e30d51 |
| institution | Matheson Library |
| issn | 2083-8298 |
| language | English |
| publishDate | 2020-07-01 |
| publisher | Nicolaus Copernicus University in Toruń |
| record_format | Article |
| series | Bulletin of Geography. Socio-Economic Series |
| spelling | doaj-art-1f21b1c044e74f609dbc61ece4e30d512025-08-02T02:58:49ZengNicolaus Copernicus University in ToruńBulletin of Geography. Socio-Economic Series2083-82982020-07-01494971810.2478/bog-2020-0020bog-2020-0020Proposed method for delimiting spatial structure on the example of agriculture types in PolandWiśniewski Łukasz0Perdał Robert1Rudnicki Roman2Nicolaus Copernicus University in Toruń, Faculty of Earth Sciences and Spatial ManagementAdam Mickiewicz University in Poznań, Faculty of Socio-Economic Geography and Spatial ManagementNicolaus Copernicus University in Toruń, Faculty of Earth Sciences and Spatial ManagementThis work presents the results of research on the identification of types of Polish agriculture. Polish gminas (the third-order administrative division of the country sometimes referred to as “communes” or “municipalities”, until 2016 – according to Local Administrative Units – LAU level 2) have been divided into three types, characterised by low, medium or high levels of agricultural development, with 10 sub-types. A multi-stage typological procedure was used, employing two classification methods: k-mean cluster analysis and the random forest method. Twelve diagnostic attributes were used that comprehensively characterise Polish agriculture. The results show the diversity of this sector of the economy, which should be taken into account when planning its future development.https://doi.org/10.2478/bog-2020-0020typologyagriculturespacepolandtypesrandom forestsspatial structure |
| spellingShingle | Wiśniewski Łukasz Perdał Robert Rudnicki Roman Proposed method for delimiting spatial structure on the example of agriculture types in Poland Bulletin of Geography. Socio-Economic Series typology agriculture space poland types random forests spatial structure |
| title | Proposed method for delimiting spatial structure on the example of agriculture types in Poland |
| title_full | Proposed method for delimiting spatial structure on the example of agriculture types in Poland |
| title_fullStr | Proposed method for delimiting spatial structure on the example of agriculture types in Poland |
| title_full_unstemmed | Proposed method for delimiting spatial structure on the example of agriculture types in Poland |
| title_short | Proposed method for delimiting spatial structure on the example of agriculture types in Poland |
| title_sort | proposed method for delimiting spatial structure on the example of agriculture types in poland |
| topic | typology agriculture space poland types random forests spatial structure |
| url | https://doi.org/10.2478/bog-2020-0020 |
| work_keys_str_mv | AT wisniewskiłukasz proposedmethodfordelimitingspatialstructureontheexampleofagriculturetypesinpoland AT perdałrobert proposedmethodfordelimitingspatialstructureontheexampleofagriculturetypesinpoland AT rudnickiroman proposedmethodfordelimitingspatialstructureontheexampleofagriculturetypesinpoland |