Improving Monthly Rainfall Forecast in a Watershed by Combining Neural Networks and Autoregressive Models

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

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Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century

Nick A Rayner, D. E. Parker, E. B. Horton et al. · Journal of Geophysical Research Atmospheres · 2003 · 11.3K citations

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Decadal Trends in the North Atlantic Oscillation: Regional Temperatures and Precipitation

James W. Hurrell · Science · 1995 · 8K citations

Natural Sciences, Earth Sciences, Meteorology +12

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

Hoshin V. Gupta, Harald Kling, Koray K. Yılmaz et al. · Journal of Hydrology · 2009 · 6.7K citations

Natural Resources, Earth Sciences, Hydrology +13

Time series forecasting using a hybrid ARIMA and neural network model

G.Peter Zhang · Neurocomputing · 2003 · 4.3K citations

Computing, Mathematics, Forecasting +15