Abandoned Farmland Location in Areas Affected by Rapid Urbanization Using Textural Characterization of High Resolution Aerial Imagery
Bibliographic Data
| ID | 22032174 |
|---|---|
| Authors | Juan José Ruiz-Lendínez (0000-0002-6492-4865, Universidad de Jaén, corresponding author) |
| Year | 2020 |
| Volume | 9 |
| Issue | 4 |
| Pages | 191 |
| Publication date | 2020-03-25 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | ISPRS International Journal of Geo-Information (JOURNAL) |
| Journal identifiers | ISSN: 2220-9964 • E-ISSN: 2220-9964 |
| Publisher | MDPI AG (PUBLISHER • IT) |
| DOI | 10.3390/ijgi9040191 |
| OpenAlex | W3012958743 |
| Language | EN |
| Citations received | 3 |
| References cited | 30 |
Several studies have demonstrated that farmland abandonment occurs not only in rural areas, but is also closely interlinked with urbanization processes. Therefore, the location of abandoned land and the registration of the spatial information referring to it play important roles in urban land management. However, mapping abandoned land or land in the process of abandonment is not an easy task because the limits between the different land uses are not clear and precise. It is therefore necessary to develop methods that allow estimating and mapping this type of land as accurately as possible. As an alternative to other geomatics methods such as satellite remote sensing, our approach proposes a framework for automatically locating abandoned farmland in urban landscapes using the textural characterization and segmentation of aerial imagery. Using the city of Poznań (Poland) as a case study, results demonstrated the feasibility of applying our approach, reducing processing time and workforce resources. Specifically and by comparing the results obtained with the data provided by CORINE Land Cover, 2275 ha (40.3%) of arable land within the city limits were abandoned, and the area of abandoned arable land was almost 9.2% of the city’s area. Finally, the reliability of the proposed methodology was assessed from two different focuses: (i) the accuracy of the segmentation results (from a positional point of view) and (ii) the efficiency of locating abandoned land (as a specific type of land use) in urban areas particularly affected by rapid urbanization
Agriculture · Arable land · Cartography · Civil engineering · Environmental resource management · Geography · Geomatics · Land cover · Land information system · Land management · Land use · Remote sensing · Urbanization · Environmental Science · Land Use and Ecosystem Services · Remote-Sensing Image Classification · Urbanization and City Planning
| Citations per year | 0.5 |
|---|---|
| Citation span | 2020 - 2024 (5) |
| Highly cited | No |