FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385757140> ?p ?o ?g. }

• W4385757140 endingPage "110772" @default.
• W4385757140 startingPage "110772" @default.
• W4385757140 abstract "Since impervious surface is one of the core urban ecological indices, its high-precision time series monitoring at regional or global scales is highly desirable. Spectral features, spatial features, and temporal features have been successfully applied to regional impervious surface monitoring. However, few studies focus on the extraction of optimal features for subpixel impervious surface monitoring at the regional or global scales. In order to solve the above problem, this study proposes a new method for subpixel time series impervious surface estimation based on optimal spectral-temporal features. The proposed method first extracts various spectral indices from time series Landsat imagery to construct a spectral-temporal feature library. A feature scoring model is then established to optimize spectral-temporal features from the feature library. Based on the optimal spectral-temporal features, a modified semi-supervised Fuzzy C-means (FCM) method is proposed to identify stable pixels and extract endmembers from stable pixels. Finally, the endmembers are applied to the Fully Constrained Least Squares (FCLS) for time series impervious surface abundance extraction. The optimal spectral-temporal features can effectively distinguish impervious surfaces from pervious surfaces through feature optimization selection, and improve the feature utilization performances, thereby obtaining high-precision impervious surface mapping. The proposed method is applied in Wuhan, China, from 2013 to 2021, using seasonal time series Landsat 8 OLI images. Experimental results show that the impervious surface area of Wuhan expands from 567.27 km2 in winter 2013 to 1056.95 km2 in winter 2021 at the pixel scale. The impervious surface area expands from 545.80 km2 in winter 2013 to 921.01 km2 in winter 2021 at the subpixel scale. The subpixel impervious surface monitoring effectively solve the overestimation and underestimation problem of the pixel-scale impervious surface monitoring. This study characterizes the long-term dynamics of impervious surfaces at the subpixel scale and can provide reliable urban growth information for evaluating the impact of urbanization on the ecological environment." @default.
• W4385757140 created "2023-08-12" @default.
• W4385757140 creator A5046225712 @default.
• W4385757140 creator A5065119339 @default.
• W4385757140 creator A5080733133 @default.
• W4385757140 date "2023-10-01" @default.
• W4385757140 modified "2023-10-14" @default.
• W4385757140 title "Monitoring of subpixel impervious surface dynamics using seasonal time series Landsat 8 OLI imagery" @default.
• W4385757140 cites W1524602475 @default.
• W4385757140 cites W1963772737 @default.
• W4385757140 cites W2009235968 @default.
• W4385757140 cites W2017972218 @default.
• W4385757140 cites W2038819298 @default.
• W4385757140 cites W2044609898 @default.
• W4385757140 cites W2077509829 @default.
• W4385757140 cites W2081387447 @default.
• W4385757140 cites W2091436265 @default.
• W4385757140 cites W2101678239 @default.
• W4385757140 cites W2102614393 @default.
• W4385757140 cites W2199807383 @default.
• W4385757140 cites W2278156829 @default.
• W4385757140 cites W2285824784 @default.
• W4385757140 cites W2342696299 @default.
• W4385757140 cites W2513639152 @default.
• W4385757140 cites W2754274618 @default.
• W4385757140 cites W2762880438 @default.
• W4385757140 cites W2772513251 @default.
• W4385757140 cites W2806822627 @default.
• W4385757140 cites W2891557380 @default.
• W4385757140 cites W2893373224 @default.
• W4385757140 cites W2895942690 @default.
• W4385757140 cites W2902436637 @default.
• W4385757140 cites W2904650595 @default.
• W4385757140 cites W2946027484 @default.
• W4385757140 cites W2946591579 @default.
• W4385757140 cites W2963180193 @default.
• W4385757140 cites W2967982296 @default.
• W4385757140 cites W3001773623 @default.
• W4385757140 cites W3037825716 @default.
• W4385757140 cites W3047453711 @default.
• W4385757140 cites W3085972052 @default.
• W4385757140 cites W3114432528 @default.
• W4385757140 cites W3168010685 @default.
• W4385757140 cites W3187173039 @default.
• W4385757140 cites W3187269307 @default.
• W4385757140 cites W3193062990 @default.
• W4385757140 cites W3194947175 @default.
• W4385757140 cites W4206678308 @default.
• W4385757140 cites W4220882873 @default.
• W4385757140 cites W4223992529 @default.
• W4385757140 cites W4233764138 @default.
• W4385757140 cites W4377194652 @default.
• W4385757140 doi "https://doi.org/10.1016/j.ecolind.2023.110772" @default.
• W4385757140 hasPublicationYear "2023" @default.
• W4385757140 type Work @default.
• W4385757140 citedByCount "0" @default.
• W4385757140 crossrefType "journal-article" @default.
• W4385757140 hasAuthorship W4385757140A5046225712 @default.
• W4385757140 hasAuthorship W4385757140A5065119339 @default.
• W4385757140 hasAuthorship W4385757140A5080733133 @default.
• W4385757140 hasBestOaLocation W43857571401 @default.
• W4385757140 hasConcept C127313418 @default.
• W4385757140 hasConcept C138885662 @default.
• W4385757140 hasConcept C153180895 @default.
• W4385757140 hasConcept C154945302 @default.
• W4385757140 hasConcept C160633673 @default.
• W4385757140 hasConcept C18903297 @default.
• W4385757140 hasConcept C2668921 @default.
• W4385757140 hasConcept C2776401178 @default.
• W4385757140 hasConcept C39432304 @default.
• W4385757140 hasConcept C41008148 @default.
• W4385757140 hasConcept C41895202 @default.
• W4385757140 hasConcept C62649853 @default.
• W4385757140 hasConcept C68516990 @default.
• W4385757140 hasConcept C86803240 @default.
• W4385757140 hasConceptScore W4385757140C127313418 @default.
• W4385757140 hasConceptScore W4385757140C138885662 @default.
• W4385757140 hasConceptScore W4385757140C153180895 @default.
• W4385757140 hasConceptScore W4385757140C154945302 @default.
• W4385757140 hasConceptScore W4385757140C160633673 @default.
• W4385757140 hasConceptScore W4385757140C18903297 @default.
• W4385757140 hasConceptScore W4385757140C2668921 @default.
• W4385757140 hasConceptScore W4385757140C2776401178 @default.
• W4385757140 hasConceptScore W4385757140C39432304 @default.
• W4385757140 hasConceptScore W4385757140C41008148 @default.
• W4385757140 hasConceptScore W4385757140C41895202 @default.
• W4385757140 hasConceptScore W4385757140C62649853 @default.
• W4385757140 hasConceptScore W4385757140C68516990 @default.
• W4385757140 hasConceptScore W4385757140C86803240 @default.
• W4385757140 hasLocation W43857571401 @default.
• W4385757140 hasOpenAccess W4385757140 @default.
• W4385757140 hasPrimaryLocation W43857571401 @default.
• W4385757140 hasRelatedWork W1968995436 @default.
• W4385757140 hasRelatedWork W2054875742 @default.
• W4385757140 hasRelatedWork W2111510641 @default.
• W4385757140 hasRelatedWork W2120293966 @default.
• W4385757140 hasRelatedWork W2369528593 @default.
• W4385757140 hasRelatedWork W2382389562 @default.

• next