ILWIS GIS for monitoring landscapes in tundra ecosystems : Yamal peninsula, Russia

• Main Author: Lemenkova, Polina
• Other Authors: Ocean University of China (OUC)
• Format: Lecture
• Language: English
• Published: HAL CCSD 2012
• Subjects: Image classification; Satellite imagery; Landsat TM; Image processing Image recognition; Clustering Analysis; Land cover change; Landscape analysis; SIG Systèmes d'information géographique; SIG et modélisation spatiale; SIG et aménagement; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION; ACM: I.: Computing Methodologies/I.5: PATTERN RECOGNITION; ACM: I.: Computing Methodologies/I.5: PATTERN RECOGNITION/I.5.3: Clustering/I.5.3.0: Algorithms; ACM: I.: Computing Methodologies/I.3: COMPUTER GRAPHICS; ACM: I.: Computing Methodologies/I.6: SIMULATION AND MODELING; 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.4.0: General/I.4.0.1: Image processing software; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.0: General/I.4.0.0: Image displays; ACM: I.: Computing Methodologies/I.4: IMAGE PROCESSING AND COMPUTER VISION/I.4.6: Segmentation/I.4.6.1: Pixel classification; ACM: I.: Computing Methodologies/I.5: PATTERN RECOGNITION/I.5.1: Models; ACM: I.: Computing Methodologies/I.5: PATTERN RECOGNITION/I.5.3: Clustering; [SDE.ES]Environmental Sciences/Environmental and Society; [SDE.MCG]Environmental Sciences/Global Changes; [SDE.IE]Environmental Sciences/Environmental Engineering; [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]; [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [SHS.GEO]Humanities and Social Sciences/Geography; [SHS.ENVIR]Humanities and Social Sciences/Environmental studies; Arctic; Bovanenkovo; Yamal Peninsula; permafrost; Tundra
• Online Access: https://hal.archives-ouvertes.fr/cel-01973028; https://hal.archives-ouvertes.fr/cel-01973028/document; https://hal.archives-ouvertes.fr/cel-01973028/file/Lemenkova_etal_Present_Yamal2012.pdf; https://doi.org/10.6084/m9.figshare.7435373.v1

Master Brief Summary • distribution of various land cover types in Yamal Peninsula • monitoring changes in tundra landscapes • analysis of the landscape dynamics during the past two decades (1988-2011). Data: Landsat TM scenes for 1988 and 2011 years. Originality: Application of ILWIS GIS spatial an...