“…Tools such as the New York State (NYS) Phosphorus (P) Runoff Index (P-Index) were developed, e.g., [4,18,28,32] that support planners in creating farm level nutrient management plans (NMPs) and the risk assessment of P export from agricultural fields to streams [33]. However, there still exists a gap between the scientific understanding of processes controlling NPS nutrient transport in watersheds dominated by VSA hydrology and the tools used by watershed planners to determine these high-risk areas [4,9,14,22,34]. For example, the NYS P-Index currently considers HSAs based on distance from a stream (i.e., areas close to streams are more likely to saturate and generate runoff than areas farther from streams [28,30,35]) and the local soil's flood frequency class, as defined in the Soil Survey Geographic (SSURGO) data base.…”