Causal Relationships between Stream NO3- Concentrations at Baseflow Conditions and Key Regulating Factors in the Kinki Region of Japan, Including the Japan-sea Side Area and Encompassing a Climatic Gradient

Abstract

Large nitrate (NO3- leaching from forests is undesirable. Along the Japan-sea side, stream NO3- concentrations are low level in Japan despite the high level of nitrogen (N) deposition. Here, the causal relationships between stream NO3∁Econcentrations and key regulating factors were investigated using structural equation modeling (SEM) for the Kinki region (KIN) of Japan, which consists of seven prefectures and includes the Japan-sea side of KIN (JSK), with the objectives of identifying the specific mechanism of NO3- leaching for the JSK and comparing it with the one for the entire KIN. In the previous study, stream water was collected from 1,691 watersheds without human-created features in KIN (405 from JSK) between 1997 and 2012, and key factors regulating NO3- leaching were clarified using Random Forest regression. SEM mostly supported the previously suggested mechanisms. Deposited N was incorporated into the ecosystem, enhanced N mineralization and nitrification in the soil, and increased NO3- leaching. Heavy rain over the entire KIN and snow along JSK lowered NO3- concentration in soil water and NO3- leaching. Contrary to the expectation, precipitation during the growing season along JSK contributed to N input into the ecosystems. We provided the first statistical mechanism of NO3- leaching using SEM.

Keywords

• heavy rain
• stream nitrate concentration
• nitrogen deposition
• snowfall
• structural equation model