Robust Vegetation Detection Using RGB Colour Composites and Isoclust Classification of the Landsat TM Image

• Main Author: Lemenkova, Polina
• Other Authors: Ecole Polytechnique de Bruxelles, Université libre de Bruxelles (ULB)
• Format: Article in Journal/Newspaper
• Language: English
• Published: HAL CCSD 2021
• Subjects: cartography; Iceland; remote sensing; Arctic; ArcGIS; mapping; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.0: General; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.1: Digitization and Image Capture; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.3: Enhancement; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.6: Segmentation; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.8: Scene Analysis; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.10: Image Representation; [SDE]Environmental Sciences; [SDE.BE]Environmental Sciences/Biodiversity and Ecology; [INFO.INFO-DS]Computer Science [cs]/Data Structures and Algorithms [cs.DS]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]; [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]; [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation; [SDE.MCG]Environmental Sciences/Global Changes; [SDE.IE]Environmental Sciences/Environmental Engineering; [SDU.STU]Sciences of the Universe [physics]/Earth Sciences; [INFO]Computer Science [cs]; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]; [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]; [INFO.INFO-IA]Computer Science [cs]/Computer Aided Engineering; Akrahreppur; Blöndulón; Langjökull; Hofsjökull
• Online Access: https://hal.archives-ouvertes.fr/hal-03606304; https://hal.archives-ouvertes.fr/hal-03606304/document; https://hal.archives-ouvertes.fr/hal-03606304/file/GLL-4-11_2021.pdf; https://doi.org/10.15576/GLL/2021.4.147

International audience The paper presents the application of ArcGIS for environmental modelling of the landscapes in northern Iceland (17.00°W-23.00°W, 64.30°N-67.00°N). The aim was to explore the vegetation distribution by NDVI and ISOCLUST classification of the land cover types. Data include the L...