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…
Remote sensing platforms are the structures or vehicles that house remote sensing instruments. A number of attributes that may dictate the use of specific sensors…
There are two types of image processing methods: analogue image processing and digital image processing. Hard copies, such as printouts and photographs, can benefit from…
Most digitizing methods entail human interpretation of geographic features, there are a variety of inaccuracies and digitizing errors that might arise throughout the data collection…
