Using machine learning to produce a very high resolution land-cover map for Ireland

<p>Land-cover classifications in the form of maps are required for numerical modelling of weather and climate. Such maps are often of coarse resolution and are infrequently updated. Here we propose a novel approach for land-cover classification using a Convolutional Neural Network machine lear...

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Bibliographic Details
Main Authors: E. Walsh, G. Bessardon, E. Gleeson, P. Ulmas
Format: Article
Language:English
Published: Copernicus Publications 2021-05-01
Series:Advances in Science and Research
Online Access:https://asr.copernicus.org/articles/18/65/2021/asr-18-65-2021.pdf