From: Monitoring sustainable development by means of earth observation data and machine learning: a review
SDGs | Field | Main finding | References |
---|---|---|---|
SGD 11 (Sustainable Cities and Communities) | Land cover | Compared four OB classifiers for the classification of a suburban area with data provided by Landsat-8 and proved that SVM had the best performance among all | [151] |
Land use | Proposed OB approach for urban land use classification using VHR images | [152] | |
SGD 15 (Life on Land) | Land cover | Tested the performance of PB and OB classification with a hyperspectral dataset and found that OB was better than PB approach | [153] |
Land use | Compared an OB and PB approach using aero photogrammetric images and the results showed that OB classifier performed better compared to PB | [154] |