Concepedia

Spatial-temporal process simulation and prediction of chlorophyll-a concentration in Dianchi Lake based on wavelet analysis and long-short term memory network

Zhenyu Yu, Kun Yang, Yi Luo, Chunxue Shang

Journal of Hydrology · 2019 · 120 citations · 51 references

Concepts

Natural SciencesEcologyEnvironmental EngineeringEnvironmental ModelingFreshwater EcologyProcess DynamicsEcological ModelingEnvironmental Systems ModelingFreshwater BiogeochemistryFreshwater Ecosystem DynamicsLake EcologyWater PollutionChlorophyll AChlorophyll ConcentrationLong Short-term Memory NetworksSpatio-temporal SimulationWavelet AnalysisWavelet-based Analysis

References

51

De-noising by soft-thresholding

David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.6K citations

Natural Sciences, Computer Science, Mathematics +11

Learning to Forget: Continual Prediction with LSTM

Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations

Computing, Computer Science, Machine Learning +9

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

Francisco Ordóñez, Daniel Roggen · Sensors · 2016 · 2.6K citations · Full text

Computing, Computer Science, Machine Learning +16

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

Jianfeng Zhang, Yan Zhu, Xiaoping Zhang et al. · Journal of Hydrology · 2018 · 808 citations

Natural Resources, Hydrology, Water Resources Management +13

A wavelet neural network conjunction model for groundwater level forecasting

Jan Adamowski, Hiu Fung Chan · Journal of Hydrology · 2011 · 636 citations

Natural Resources, Earth Sciences, Hydrology +14