A PCA–EEMD–CNN–Attention–GRU–Encoder–Decoder Accurate Prediction Model for Key Parameters of Seawater Quality in Zhanjiang Bay

Machine learning to predict dynamic changes of pathogenic Vibrio spp. abundance on microplastics in marine environment

(2022) Jiawen Jiang et al.   ENVIRONMENTAL POLLUTION

Machine Learning and Multiple Imputation Approach to Predict Chlorophyll-a Concentration in the Coastal Zone of Korea

(2022) Hae-Ran Kim et al.   Water

An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia

(2021) Nawin Raj et al.   Remote Sensing

Prediction of sodium adsorption ratio and chloride concentration in a coastal aquifer under seawater intrusion using machine learning models

(2021) Ali El Bilali et al.   Environmental Technology & Innovation

An improved prioritization framework for selecting new finfish mariculture candidates for research and development in Indonesia

(2020) Hatim Albasri et al.   AQUACULTURE RESEARCH

Predicting the Trend of Dissolved Oxygen Based on the kPCA-RNN Model

(2020) Yi-Fan Zhang et al.   Water

Analysis of Dissolved Oxygen and Nutrients in Zhanjiang Bay and the Adjacent Sea Area in Spring

(2020) Dongyang Fu et al.   Sustainability

Sensors, Biosensors, and Analytical Technologies for Aquaculture Water Quality

(2020) Xiaodi Su et al.   Research

Prediction of 3-D Ocean Temperature by Multilayer Convolutional LSTM

(2020) Kun Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Bromoform, dibromochloromethane, and dibromomethane over the East China Sea and the western Pacific Ocean: Oceanic emission and spatial variation

(2020) Shan-Shan Liu et al.   CHEMOSPHERE

Hybrid Models for Water Demand Forecasting

(2020) Prerna Pandey et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

A Water Quality Prediction Method Based on the Deep LSTM Network Considering Correlation in Smart Mariculture

(2019) Zhuhua Hu et al.   SENSORS

Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction

(2019) Yeqi Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data

(2019) Changjiang Xiao et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Short and mid-term sea surface temperature prediction using time-series satellite data and LSTM-AdaBoost combination approach

(2019) Changjiang Xiao et al.   REMOTE SENSING OF ENVIRONMENT

An Adaptive Scale Sea Surface Temperature Predicting Method Based on Deep Learning With Attention Mechanism

(2019) Jiang Xie et al.   IEEE Geoscience and Remote Sensing Letters

Sustainable aquaculture in ponds: Principles, practices and limits

(2011) Roel H. Bosma et al.   Livestock Science

Process Analytical Chemistry: Applications of Ultraviolet/Visible Spectrometry in Environmental Analysis: An Overview

(2009) C. Bosch Ojeda et al.   APPLIED SPECTROSCOPY REVIEWS