Street view imagery has rapidly ascended as an important data source for geospatial data
collection and urban analytics, deriving insights and supporting informed decisions. Such …

Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …

Detailed parcel-level crop type mapping for the whole European Union (EU) is necessary for
the evaluation of agricultural policies. The Copernicus program, and Sentinel-1 (S1) in …

A novel methodology is proposed to robustly map oil seed rape (OSR) flowering phenology
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …

Accurately characterizing land surface changes with Earth Observation requires geo-located
ground truth. In the European Union (EU), a tri-annual surveyed sample of land cover and …

Abstract Street View Imagery (SVI) is crucial in estimating indicators such as Sky View Factor
(SVF) and Green View Index (GVI), but (1) approaches and terminology differ across fields …

The urban natural environment provides numerous benefits, including augmenting the
aesthetic appeal of urban landscapes and improving mental well-being. While diverse …

Food production data—such as crop, livestock, aquaculture and fisheries statistics—are
critical to achieving multiple sustainable development goals. However, the lack of reliable …

Social media data provide an unprecedented wealth of information on people's perceptions,
attitudes, and behaviors at fine spatial and temporal scales and over broad extents. Social …

Spatially explicit information on land cover (LC) is commonly derived using remote sensing,
but the lack of training data still remains a major challenge for producing accurate LC …