The project has created two main datasets for the exploration of the interactions between human societies and river changes:
1) A map of river paleochannels integrating information from historical maps, specifically treated satellite imagery and micro-relief analysis.
2) A map of potential ancient settlements, based on previous archaeological knowledge and the analysis of historical cartography, topography and satellite imagery.
Analysing together the materials, conclusions about the geomorphological and settlement dynamics can be extracted. A proof of concept (Garcia, A., et al. 2019:
https://doi.org/10.3390/geosciences9010021(si apre in una nuova finestra)) was published at the middle of the action, focusing in how inundations and river movements can impact settlement and our archaeological knowledge about it.
The actions has implemented different techniques for taking advantages of the accumulation of temporal series of multispectral satellite images since the 1980s, the increasing resolution of satellite-obtained models of the earth surface and the existence of platforms that offer access to this data and computational power for large-scale intense analysis.
WaMStrIn has also developed new techniques for the automatic extraction of archaeological information from large series of historical maps and aerial imagery at specific resolution using Machine Learning techniques.