FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313360708> ?p ?o ?g. }

• W4313360708 endingPage "9" @default.
• W4313360708 startingPage "9" @default.
• W4313360708 abstract "In order to address the challenges of global warming, the Billion Tree plantation drive was initiated by the government of Khyber Pakhtunkhwa, Pakistan, in 2014. The land cover changes as a result of Billion Tree Tsunami project are relatively unexplored. In particular, the utilization of remote sensing techniques and satellite image classification has not yet been done. Recently, the Sentinel-2 (S2) satellite has found much utilization in remote sensing and land cover classification. Sentinel-2 (S2) sensors provide freely available images with a spatial resolution of 10, 20 and 60 m. The higher classification accuracy is directly dependent on the higher spatial resolution of the images. This research aims to classify the land cover changes as a result of the Billion Tree plantation drive in the areas of our interest using Random Forest Classifier (RFA) and image fusion techniques applied to Sentinel-2 and Landsat-8 satellite images. A state-of-the-art, model-based image-sharpening technique was used to sharpen the lower resolution Sentinel-2 bands to 10 m. Then the RFA classifier was used to classify the sharpened images and an accuracy assessment was performed for the classified images of the years 2016, 2018, 2020 and 2022. Finally, ground data samples were collected using an unmanned aerial vehicle (UAV) drone and the classified image samples were compared with the real data collected for the year 2022. The real data ground samples were matched by more than 90% with the classified image samples. The overall classification accuracies [%] for the classified images were recorded as 92.87%, 90.79%, 90.27% and 93.02% for the sample data of the years 2016, 2018, 2020 and 2022, respectively. Similarly, an overall Kappa hat classification was calculated as 0.87, 0.86, 0.83 and 0.84 for the sample data of the years 2016, 2018, 2020 and 2022, respectively." @default.
• W4313360708 created "2023-01-06" @default.
• W4313360708 creator A5031435786 @default.
• W4313360708 creator A5050959504 @default.
• W4313360708 creator A5076662114 @default.
• W4313360708 creator A5079448258 @default.
• W4313360708 date "2022-12-29" @default.
• W4313360708 modified "2023-09-26" @default.
• W4313360708 title "Billion Tree Tsunami Forests Classification Using Image Fusion Technique and Random Forest Classifier Applied to Sentinel-2 and Landsat-8 Images: A Case Study of Garhi Chandan Pakistan" @default.
• W4313360708 cites W1979372206 @default.
• W4313360708 cites W1990653740 @default.
• W4313360708 cites W2005608058 @default.
• W4313360708 cites W2011500029 @default.
• W4313360708 cites W2026400855 @default.
• W4313360708 cites W2026419018 @default.
• W4313360708 cites W2037687375 @default.
• W4313360708 cites W2038951852 @default.
• W4313360708 cites W2047667258 @default.
• W4313360708 cites W2056435747 @default.
• W4313360708 cites W2063907334 @default.
• W4313360708 cites W2081946239 @default.
• W4313360708 cites W2098758111 @default.
• W4313360708 cites W2104516561 @default.
• W4313360708 cites W2106764995 @default.
• W4313360708 cites W2114844474 @default.
• W4313360708 cites W2118823101 @default.
• W4313360708 cites W2121553911 @default.
• W4313360708 cites W2132424470 @default.
• W4313360708 cites W2138408852 @default.
• W4313360708 cites W2160434086 @default.
• W4313360708 cites W2168809519 @default.
• W4313360708 cites W2261059368 @default.
• W4313360708 cites W2273708466 @default.
• W4313360708 cites W2331582811 @default.
• W4313360708 cites W2462610241 @default.
• W4313360708 cites W2478493250 @default.
• W4313360708 cites W2531168480 @default.
• W4313360708 cites W2611080000 @default.
• W4313360708 cites W2648242067 @default.
• W4313360708 cites W2755803111 @default.
• W4313360708 cites W2900858573 @default.
• W4313360708 cites W2911964244 @default.
• W4313360708 cites W2970440205 @default.
• W4313360708 cites W2981854972 @default.
• W4313360708 cites W3007051560 @default.
• W4313360708 cites W3037820092 @default.
• W4313360708 cites W3045784328 @default.
• W4313360708 cites W3082629838 @default.
• W4313360708 cites W3109031550 @default.
• W4313360708 cites W3196968202 @default.
• W4313360708 cites W3198258155 @default.
• W4313360708 cites W3207616990 @default.
• W4313360708 cites W4214882912 @default.
• W4313360708 cites W4286634458 @default.
• W4313360708 doi "https://doi.org/10.3390/ijgi12010009" @default.
• W4313360708 hasPublicationYear "2022" @default.
• W4313360708 type Work @default.
• W4313360708 citedByCount "1" @default.
• W4313360708 countsByYear W43133607082023 @default.
• W4313360708 crossrefType "journal-article" @default.
• W4313360708 hasAuthorship W4313360708A5031435786 @default.
• W4313360708 hasAuthorship W4313360708A5050959504 @default.
• W4313360708 hasAuthorship W4313360708A5076662114 @default.
• W4313360708 hasAuthorship W4313360708A5079448258 @default.
• W4313360708 hasBestOaLocation W43133607081 @default.
• W4313360708 hasConcept C115961682 @default.
• W4313360708 hasConcept C127413603 @default.
• W4313360708 hasConcept C147176958 @default.
• W4313360708 hasConcept C154945302 @default.
• W4313360708 hasConcept C169258074 @default.
• W4313360708 hasConcept C205372480 @default.
• W4313360708 hasConcept C205649164 @default.
• W4313360708 hasConcept C2778102629 @default.
• W4313360708 hasConcept C2780648208 @default.
• W4313360708 hasConcept C39432304 @default.
• W4313360708 hasConcept C41008148 @default.
• W4313360708 hasConcept C4792198 @default.
• W4313360708 hasConcept C62649853 @default.
• W4313360708 hasConcept C69744172 @default.
• W4313360708 hasConcept C75294576 @default.
• W4313360708 hasConceptScore W4313360708C115961682 @default.
• W4313360708 hasConceptScore W4313360708C127413603 @default.
• W4313360708 hasConceptScore W4313360708C147176958 @default.
• W4313360708 hasConceptScore W4313360708C154945302 @default.
• W4313360708 hasConceptScore W4313360708C169258074 @default.
• W4313360708 hasConceptScore W4313360708C205372480 @default.
• W4313360708 hasConceptScore W4313360708C205649164 @default.
• W4313360708 hasConceptScore W4313360708C2778102629 @default.
• W4313360708 hasConceptScore W4313360708C2780648208 @default.
• W4313360708 hasConceptScore W4313360708C39432304 @default.
• W4313360708 hasConceptScore W4313360708C41008148 @default.
• W4313360708 hasConceptScore W4313360708C4792198 @default.
• W4313360708 hasConceptScore W4313360708C62649853 @default.
• W4313360708 hasConceptScore W4313360708C69744172 @default.
• W4313360708 hasConceptScore W4313360708C75294576 @default.
• W4313360708 hasIssue "1" @default.
• W4313360708 hasLocation W43133607081 @default.
• W4313360708 hasOpenAccess W4313360708 @default.

• next