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Peer-reviewed Article
In Applied Geography
Author:
Kotaro
IIZUKA
We use crowdsourced GIS data from OpenStreetMap to help automate the mapping of land cover in Landsat satellite imagery. The OpenStreetMap data had limited area coverage, but was useful for building a model which could classify land cover in the other areas.
Peer-reviewed Article
In ISPRS International Journal of Geo-Information
Author:
Milben
BRAGAIS
MAGCALE-MACANDOG Damasa
MACANDOG Paula Beatrice
We developed a method for mapping residential areas using freely available satellite imagery. The resultant residential area map can be used for risk assessment (e.g. to estimate the population living in a flood-prone area). Our method can be applied for flood risk assessment in other watersheds in the future.