TD-LSTM: Temporal Dependence-Based LSTM Networks for Marine Temperature Prediction

Jun Liu, Tong Zhang, Guangjie Han, +1

Sensors

Ocean MonitoringMarine Temperature PredictionMachine LearningData ScienceEngineering +8

CO2-Driven Ocean Acidification Alters and Weakens Integrity of the Calcareous Tubes Produced by the Serpulid Tubeworm, Hydroides elegans

Vera B. S. Chan, Chaoyi Li, Ackley Lane, +5

PLoS ONE

An innovative approach for integrating two-dimensional conversion of Vis-NIR spectra with the Swin Transformer model to leverage deep learning for predicting soil properties

Xiu Jin, Jun Zhou, Yuan Rao, +5

Geoderma

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersSwin Transformer Model +18

DeepOcean: A General Deep Learning Framework for Spatio-Temporal Ocean Sensing Data Prediction

Yu Gou, Tong Zhang, Jun Liu, +2

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersOceanography +15

UDARMF: An Underwater Distributed and Adaptive Resource Management Framework

Tong Zhang, Yu Gou, Jun Liu, +2

IEEE Internet of Things Journal

Carrier-Assisted Single-Tube Processing Approach for Targeted Proteomics Analysis of Low Numbers of Mammalian Cells

Pengfei Zhang, Matthew Gaffrey, Ying Zhu, +16

Analytical Chemistry

Targeted Proteomics AnalysisImmunologyBiological Mass SpectrometryLow NumbersProteomic Technology +19

A Machine Learning Approach to Argo Data Analysis in a Thermocline

Yu Jiang, Yu Gou, Tong Zhang, +2

Sensors

EngineeringMachine LearningComputer AnalysisMachine Learning ToolMachine Learning Approach +15

High-resolution temperature and salinity model analysis using support vector regression

Yu Jiang, Tong Zhang, Yu Gou, +3

Journal of Ambient Intelligence and Humanized Computing

MeteorologyEnvironmental MonitoringEngineeringSoil SalinityGeography +5

Facile One-Pot Nanoproteomics for Label-Free Proteome Profiling of 50–1000 Mammalian Cells

Kendall Martin, Tong Zhang, Tai‐Tu Lin, +14

Journal of Proteome Research

Future sea level change under CMIP5 and CMIP6 scenarios from the Greenland and Antarctic ice sheets

A. J. Payne, Sophie Nowicki, Ayako Abe‐Ouchi, +60

EngineeringOceanographyEarth System ScienceMarine Geophysical DataEarth Science +16