Radiometric Errors is the distortion in pixel brightness values. The distortions suffered by images in recorded values at different pixel locations are referred to as…
To actually geometrically correct the original distorted image, a procedure known as resampling methods is used to determine the digital values to place in the…
Internal and external geometric errors is common in remotely sensed imagery. It is critical to identify the source of internal and external error, as well…
Developed optimum interpolation for meteorology at the same time that Kriging was developed in the geosciences. It is based on a spatial correlation function, assumes…
Deterministic interpolation Methods generate surfaces from measured points based on the degree of similarity or smoothing. A. Nearest Neighborhood (NN) and triangulation One of Deterministic…
Image pre-processing or data cleansing is an important step, and most ML engineers devote a significant amount of time to it before building the model.…
Deterministic interpolation techniques generate surfaces from measured points based on the degree of similarity (inverse distance weighted) or smoothing (radial basis functions). The statistical properties…
Geostatistics is a branch of statistics that studies and forecasts the values of spatial or spatiotemporal events. Within the analyses, it incorporates the spatial and…
There are two types of GIS software: open-source and commercial. Open-source GIS software is free, and the source code is publicly available, allowing anybody to…
The resolution of satellite imagery is the main selling point for satellite operators. This, however, is not the only feature to consider. Accuracy is also…
