المؤلفون: Li, Lanxi, Woodley, Alan, Chappell, Timothy

المصدر: Sustainability

مصطلحات موضوعية: Urban Floods, Flood Mapping, Disaster Management, Machine Learning, NDWI, NDII, dNDWI, CNDWI, PlanetScope, Decision Tree, Random Forest, Naive Bayes, K-Nearest Neighbours

وصف الملف: application/pdf

Relation: https://eprints.qut.edu.au/247391/1/165009794.pdf; Li, Lanxi, Woodley, Alan, & Chappell, Timothy (2024) Mapping Urban Floods via Spectral Indices and Machine Learning Algorithms. Sustainability, 16(6), Article number: 2493.; https://eprints.qut.edu.au/247391/; Centre for Data Science; Faculty of Science; School of Computer Science

الاتاحة: https://eprints.qut.edu.au/247391/

المؤلفون: Li, Lanxi

مصطلحات موضوعية: urban floods, flood mapping, machine learning, PlanetScope, disaster management, CNDWI, NDII, dNDWI, naïve Bayes, decision tree

وصف الملف: application/pdf

Relation: https://eprints.qut.edu.au/248228/1/Lanxi%2BLi%2BThesis%283%29.pdf; Li, Lanxi (2024) Applying different machine learning and spectral indices in satellite imagery for flood mapping. Master of Philosophy thesis, Queensland University of Technology.; https://eprints.qut.edu.au/248228/; Faculty of Science; School of Computer Science

الاتاحة: https://eprints.qut.edu.au/248228/