For construction monitoring we use proprietary machine learning models which can directly estimate total built volume at 90m resolution at a global scale. Our construction monitoring data combined with our land use datasets can provide unique insights into the growth of the construction sector and the three-dimensional expansion of urban and rural areas across land use categories.

Our construction monitoring data has been validated using high accuracy datasets from over 100 cities around the world. Our data shows that existing survey-based estimates grossly underestimate total construction around the world while other geospatial construction datasets significantly overestimate construction activity.

Contact us to understand more about our construction monitoring data.