Mean Areal Precipitation Tool
Rainfall is rarely uniform across a watershed. Gauges provide point-based measurements that must be mathematically translated into a watershed-wide average ($P_{avg}$) at every time step $t$ using a spatially-weighted linear combination:
Where $w_i$ is the static spatial weight of gauge $i$ and $P_i(t)$ is the rain depth recorded at that gauge at time $t$.
Uses Voronoi tessellation to assign influence based on proximity. Each station "owns" the area of the basin closest to it. Standard for non-uniform networks.
Assumes the gauge's influence decays with distance from the center of the watershed (Centroid). Using a power factor of 2, the weight is assigned based on the inverse square of the distance $d$.
The simplest baseline. Every gauge is treated equally regardless of spatial distribution. Best for small, flat areas with many gauges.
- Chow, V. T., Maidment, D. R., & Mays, L. W. (1988). Applied Hydrology. McGraw-Hill. [Source]
- Thiessen, A. H. (1911). Precipitation averages for large areas. Monthly Weather Review. [Original Paper]
- Shepard, D. (1968). A two-dimensional interpolation function for irregularly-spaced data. ACM National Conference. (Basis for IDW weighting). [Source]
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