Towards the development of a ‘land-river-lake’ two-stage deep learning model for water quality prediction and its application in a large plateau lake

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Changes in precipitation with climate change

Kevin E. Trenberth · Climate Research · 2010 · 3.8K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Frederik Kratzert, Daniel Klotz, Claire Brenner et al. · Hydrology and earth system sciences · 2018 · 1.8K citations · Full text

Natural Resources, Earth Sciences, Hydrology +11

Eutrophication of lakes cannot be controlled by reducing nitrogen input: Results of a 37-year whole-ecosystem experiment

David W. Schindler, Robert E. Hecky, D. L. Findlay et al. · Proceedings of the National Academy of Sciences · 2008 · 1.7K citations · Full text

Life Sciences, Ecology, Environmental Sciences +17

It Takes Two to Tango: When and Where Dual Nutrient (N & P) Reductions Are Needed to Protect Lakes and Downstream Ecosystems

Hans W. Paerl, J. Thad Scott, Mark J. McCarthy et al. · Environmental Science & Technology · 2016 · 701 citations

Life Sciences, Ecology, Freshwater Ecology +14