Heat Distribution Mapping Using different Interpolation method | ArcGIS | 10.2.2 ||@ GeoTech Studio

Download the working file ::https://drive.google.com/file/d/1Y3fH1pZw5ySjMchllTaKcUkwuzgf8JxK/view?usp=sharing
The assumption that makes interpolation a viable option is that spatially distributed objects are spatially correlated; in other words, things that are close together tend to have similar characteristics. For instance, if it is raining on one side of the street, you can predict with a high level of confidence that it is raining on the other side of the street. You would be less certain if it was raining across town and less confident still about the state of the weather in the next county.

Using the above analogy, it is easy to see that the values of points close to sampled points are more likely to be similar than those that are farther apart. This is the basis of interpolation. A typical use for point interpolation is to create an elevation surface from a set of sample measurements. Geostatistical Analyst also provides and extensive collection of interpolation methods.
Interpolating a Land Surface Temperature
The input here is a point dataset of known temperature (estimated ) values, shown by the illustration on the video. The illustration on the video shows a raster interpolated from these points. The unknown values are predicted with a mathematical formula that uses the values of nearby known points.
IDW
The IDW (Inverse Distance Weighted) tool uses a method of interpolation that estimates cell values by averaging the values of sample data points in the neighborhood of each processing cell. The closer a point is to the center of the cell being estimated, the more influence, or weight, it has in the averaging process.

Kriging
Kriging is an advanced geostatistical procedure that generates an estimated surface from a scattered set of points with z-values. More so than other interpolation methods, a thorough investigation of the spatial behavior of the phenomenon represented by the z-values should be done before you select the best estimation method for generating the output surface.
Link to other videos:
Study Area Mapping:
https://youtu.be/wXcocGiwobE
Landuse Land Cover link:
https://youtu.be/Ci5FlJihbxs
Landslide Assessment video link:
https://youtu.be/PbqQE0DEknc
USGS data downloading tutorial video link:
https://youtu.be/9ojhH-WxFzs
Fire Risk Assessment video link:
https://youtu.be/wwccFbNFyLU
Water Delineation Tutorial link:
https://youtu.be/3wBVxfM4wmo
Georeferencing On ArcMap:
https://youtu.be/bErGQNnEi7U

Видео Heat Distribution Mapping Using different Interpolation method | ArcGIS | 10.2.2 ||@ GeoTech Studio канала GeoTech Studio