Predicting ammonia nitrogen in surface water by a new attention-based deep learning hybrid model

A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque

(2021) Gang Shi et al.   KNOWLEDGE-BASED SYSTEMS

A graph-based LSTM model for PM2.5 forecasting

(2021) Xi Gao et al.   Atmospheric Pollution Research

CNN-LSTM architecture for predictive indoor temperature modeling

(2021) Furkan Elmaz et al.   BUILDING AND ENVIRONMENT

A novel hybrid model for water quality prediction based on synchrosqueezed wavelet transform technique and improved long short-term memory

(2021) Chenguang Song et al.   JOURNAL OF HYDROLOGY

Predicting polycyclic aromatic hydrocarbons in surface water by a multiscale feature extraction-based deep learning approach

(2021) Liang Dong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Using SARIMA–CNN–LSTM approach to forecast daily tourism demand

(2021) Kaijian He et al.   Journal of Hospitality and Tourism Management

Artificial intelligence-based single and hybrid models for prediction of water quality in rivers: A review

(2020) Taher Rajaee et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

(2020) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

LSTM based encoder-decoder for short-term predictions of gas concentration using multi-sensor fusion

(2020) Pingyang Lyu et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Advanced prediction of tunnel boring machine performance based on big data

(2020) Jinhui Li et al.   Geoscience Frontiers

Decade-long meteorological and water quality dynamics of northern Lake Dianchi and recommendations on algal bloom mitigation via key influencing factors identification

(2020) Jing-Han Wang et al.   ECOLOGICAL INDICATORS

Prediction of surface water total dissolved solids using hybridized wavelet-multigene genetic programming: New approach

(2020) Mehdi Jamei et al.   JOURNAL OF HYDROLOGY

Real-time probabilistic forecasting of river water quality under data missing situation: Deep learning plus post-processing techniques

(2020) Yanlai Zhou   JOURNAL OF HYDROLOGY

Review of separation methods for the determination of ammonium/ammonia in natural water

(2020) Min Zhang et al.   Trends in Environmental Analytical Chemistry

Improving the understanding of central Bohai Sea eutrophication based on wintertime dissolved inorganic nutrient budgets: Roles of north Yellow Sea water intrusion and atmospheric nitrogen deposition

(2020) Li-wen Zheng et al.   ENVIRONMENTAL POLLUTION

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Meteorological factors and water quality changes of Plateau Lake Dianchi in China (1990–2015) and their joint influences on cyanobacterial blooms

(2019) Jing-Han Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features

(2019) Hui Huang et al.   BMC BIOINFORMATICS

Parameter uncertainty and sensitivity analysis of water quality model in Lake Taihu, China

(2018) Long Jiang et al.   ECOLOGICAL MODELLING

An analysis of satellite-derived chlorophyll and algal bloom indices on Lake Winnipeg

(2018) C.E. Binding et al.   JOURNAL OF GREAT LAKES RESEARCH

Addressing the incorrect usage of wavelet-based hydrological and water resources forecasting models for real-world applications with best practices and a new forecasting framework

(2018) John Quilty et al.   JOURNAL OF HYDROLOGY

Modelling daily dissolved oxygen concentration using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2018) Salim Heddam et al.   JOURNAL OF HYDROLOGY

Multimodal architecture for video captioning with memory networks and an attention mechanism

(2018) Wei Li et al.   PATTERN RECOGNITION LETTERS

Modelling eutrophication in lake ecosystems: A review

(2018) Brigitte Vinçon-Leite et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-scale prediction of water temperature using empirical mode decomposition with back-propagation neural networks

(2016) Shuangyin Liu et al.   COMPUTERS & ELECTRICAL ENGINEERING

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

Performance evaluation of hydrological models: Statistical significance for reducing subjectivity in goodness-of-fit assessments

(2012) Axel Ritter et al.   JOURNAL OF HYDROLOGY

Influence of strong monsoon winds on the water quality around a marine cage-culture zone in a shallow and semi-enclosed bay in Taiwan

(2012) Yuan-Chao Angelo Huang et al.   MARINE POLLUTION BULLETIN

A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

(2011) Shuangyin Liu et al.   MATHEMATICAL AND COMPUTER MODELLING