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Forecast of streamflows to the Arctic Ocean by a Bayesian neural network model with snowcover and climate inputs
2020
Hydrology Research
Increasing water flowing into the Arctic Ocean affects oceanic freshwater balance, which may lead to the thermohaline circulation collapse and unpredictable climatic conditions if freshwater inputs continue to increase. Despite the crucial role of ocean inflow in the climate system, less is known about its predictability, variability, and connectivity to cryospheric and climatic patterns on different time scales. In this study, multi-scale variation modes were decomposed from observed daily and
doi:10.2166/nh.2020.164
fatcat:ntndy3e76jh7dbtear55cdpxva