FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2033717095> ?p ?o ?g. }

• W2033717095 endingPage "255" @default.
• W2033717095 startingPage "245" @default.
• W2033717095 abstract "The abandonment of agricultural plots entails a low economic productivity of the land and a higher vulnerability to wildfires and degradation of affected areas. In this sense, the local government of Galicia is promoting new methodologies based on high-resolution images in order to classify the territory in basic and generic land uses. This procedure will be used to control the sustainable management of plots belonging to the Land Bank. This paper presents an application study for maintaining and updating land use/land cover geospatial databases using parcel-oriented classification. The test is performed over two geographic areas of Galicia, in the northwest of Spain. In this region, forest and shrublands in mountain environments are very heterogeneous with many private unproductive plots, some of which are in a high state of abandonment. The dataset is made of high spatial resolution multispectral imagery, cadastral cartography employed to define the image objects (plots), and field samples used to define evaluation and training samples. A set of descriptive features is computed quantifying different properties of the objects, i.e. spectral, texture, structural, and geometrical. Additionally, the effect on the classification and updating processes of the historical land use as a descriptive feature is tested. Three different classification methodologies are analyzed: linear discriminant analysis, decision trees, and support vector machine. The overall accuracies of the classifications obtained are always above 90 % and support vector machine method is proved to provide the best performance. Forest and shrublands areas are especially undefined, so the discrimination between these two classes is low. The results enable to conclude that the use of automatic parcel-oriented classification techniques for updating tasks of land use/land cover geospatial databases, is effective in the areas tested, particularly when broad and well defined classes are required." @default.
• W2033717095 created "2016-06-24" @default.
• W2033717095 creator A5012275266 @default.
• W2033717095 creator A5020076054 @default.
• W2033717095 creator A5021319086 @default.
• W2033717095 creator A5025784798 @default.
• W2033717095 creator A5077313647 @default.
• W2033717095 creator A5078744074 @default.
• W2033717095 date "2012-06-03" @default.
• W2033717095 modified "2023-09-26" @default.
• W2033717095 title "Analysis of parcel-based image classification methods for monitoring the activities of the Land Bank of Galicia (Spain)" @default.
• W2033717095 cites W1502894485 @default.
• W2033717095 cites W1722606303 @default.
• W2033717095 cites W1975292924 @default.
• W2033717095 cites W1984792953 @default.
• W2033717095 cites W2015641952 @default.
• W2033717095 cites W2028064775 @default.
• W2033717095 cites W2040206062 @default.
• W2033717095 cites W2042102776 @default.
• W2033717095 cites W2044465660 @default.
• W2033717095 cites W2050830693 @default.
• W2033717095 cites W2064940474 @default.
• W2033717095 cites W2084846125 @default.
• W2033717095 cites W2138973222 @default.
• W2033717095 cites W2153633422 @default.
• W2033717095 cites W2158146322 @default.
• W2033717095 cites W2488701045 @default.
• W2033717095 doi "https://doi.org/10.1007/s12518-012-0087-z" @default.
• W2033717095 hasPublicationYear "2012" @default.
• W2033717095 type Work @default.
• W2033717095 sameAs 2033717095 @default.
• W2033717095 citedByCount "2" @default.
• W2033717095 countsByYear W20337170952020 @default.
• W2033717095 countsByYear W20337170952023 @default.
• W2033717095 crossrefType "journal-article" @default.
• W2033717095 hasAuthorship W2033717095A5012275266 @default.
• W2033717095 hasAuthorship W2033717095A5020076054 @default.
• W2033717095 hasAuthorship W2033717095A5021319086 @default.
• W2033717095 hasAuthorship W2033717095A5025784798 @default.
• W2033717095 hasAuthorship W2033717095A5077313647 @default.
• W2033717095 hasAuthorship W2033717095A5078744074 @default.
• W2033717095 hasBestOaLocation W20337170952 @default.
• W2033717095 hasConcept C110872660 @default.
• W2033717095 hasConcept C115961682 @default.
• W2033717095 hasConcept C119857082 @default.
• W2033717095 hasConcept C12267149 @default.
• W2033717095 hasConcept C134207755 @default.
• W2033717095 hasConcept C154945302 @default.
• W2033717095 hasConcept C163864269 @default.
• W2033717095 hasConcept C173163844 @default.
• W2033717095 hasConcept C18903297 @default.
• W2033717095 hasConcept C205649164 @default.
• W2033717095 hasConcept C2780648208 @default.
• W2033717095 hasConcept C41008148 @default.
• W2033717095 hasConcept C4792198 @default.
• W2033717095 hasConcept C58640448 @default.
• W2033717095 hasConcept C59898753 @default.
• W2033717095 hasConcept C62649853 @default.
• W2033717095 hasConcept C75294576 @default.
• W2033717095 hasConcept C82789328 @default.
• W2033717095 hasConcept C86803240 @default.
• W2033717095 hasConcept C9770341 @default.
• W2033717095 hasConceptScore W2033717095C110872660 @default.
• W2033717095 hasConceptScore W2033717095C115961682 @default.
• W2033717095 hasConceptScore W2033717095C119857082 @default.
• W2033717095 hasConceptScore W2033717095C12267149 @default.
• W2033717095 hasConceptScore W2033717095C134207755 @default.
• W2033717095 hasConceptScore W2033717095C154945302 @default.
• W2033717095 hasConceptScore W2033717095C163864269 @default.
• W2033717095 hasConceptScore W2033717095C173163844 @default.
• W2033717095 hasConceptScore W2033717095C18903297 @default.
• W2033717095 hasConceptScore W2033717095C205649164 @default.
• W2033717095 hasConceptScore W2033717095C2780648208 @default.
• W2033717095 hasConceptScore W2033717095C41008148 @default.
• W2033717095 hasConceptScore W2033717095C4792198 @default.
• W2033717095 hasConceptScore W2033717095C58640448 @default.
• W2033717095 hasConceptScore W2033717095C59898753 @default.
• W2033717095 hasConceptScore W2033717095C62649853 @default.
• W2033717095 hasConceptScore W2033717095C75294576 @default.
• W2033717095 hasConceptScore W2033717095C82789328 @default.
• W2033717095 hasConceptScore W2033717095C86803240 @default.
• W2033717095 hasConceptScore W2033717095C9770341 @default.
• W2033717095 hasIssue "4" @default.
• W2033717095 hasLocation W20337170951 @default.
• W2033717095 hasLocation W20337170952 @default.
• W2033717095 hasOpenAccess W2033717095 @default.
• W2033717095 hasPrimaryLocation W20337170951 @default.
• W2033717095 hasRelatedWork W1864282191 @default.
• W2033717095 hasRelatedWork W1902139427 @default.
• W2033717095 hasRelatedWork W2033717095 @default.
• W2033717095 hasRelatedWork W2139294397 @default.
• W2033717095 hasRelatedWork W2364971404 @default.
• W2033717095 hasRelatedWork W2952204377 @default.
• W2033717095 hasRelatedWork W3009950409 @default.
• W2033717095 hasRelatedWork W3174037355 @default.
• W2033717095 hasRelatedWork W4323315905 @default.
• W2033717095 hasRelatedWork W1649029163 @default.
• W2033717095 hasVolume "4" @default.

• next