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Marine Dissolved Oxygen Prediction With Tree Tuned Deep Neural Network

https://doi.org/10.1109/access.2020.3028863

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/2017jc012838openalex-snapshot

Biogeochemical sensor performance in the SOCCOM profiling float array

inferredcites →https://doi.org/10.1007/s11356-017-9243-7openalex-snapshot

Prediction of dissolved oxygen concentration in hypoxic river systems using support vector machine: a case study of Wen-Rui Tang River, China

inferredcites →https://doi.org/10.1007/s12583-018-1002-2openalex-snapshot

Seawater Temperature and Dissolved Oxygen over the Past 500 Million Years

inferredcites →https://doi.org/10.1016/j.ecss.2019.03.007openalex-snapshot

An assessment of the predictability of column minimum dissolved oxygen concentrations in Chesapeake Bay using a machine learning model

inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot

Random Forests

inferredcites →https://doi.org/10.1029/2002gb001997openalex-snapshot

Long‐term changes in dissolved oxygen concentrations in the ocean caused by protracted global warming

inferredcites →https://doi.org/10.1029/2017jc013404openalex-snapshot

Estimating Oxygen in the Southern Ocean Using Argo Temperature and Salinity

inferredcites →https://doi.org/10.1038/nature14539openalex-snapshot

Deep learning

inferredcites →https://doi.org/10.1073/pnas.1912313117openalex-snapshot

Dark biological superoxide production as a significant flux and sink of marine dissolved oxygen

inferredcites →https://doi.org/10.1109/iccv.2015.123openalex-snapshot

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

inferredcites →https://doi.org/10.1109/tnnls.2018.2869694openalex-snapshot

Deep Neural Network Initialization With Decision Trees

inferredcites →https://doi.org/10.1126/science.1156401openalex-snapshot

Spreading Dead Zones and Consequences for Marine Ecosystems

inferredcites →https://doi.org/10.1561/9781601982957openalex-snapshot

Learning Deep Architectures for AI

inferredcites →https://doi.org/10.3390/s17102225openalex-snapshot

A Machine Learning Approach to Argo Data Analysis in a Thermocline

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

inferredcites →https://doi.org/10.48550/arxiv.1603.04467openalex-snapshot

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4010980openalex-extracted

Data Reduction in Deterministic Neutron Transport Calculations Using Machine Learning

inferred← citeshttps://doi.org/10.1002/gdj3.251openalex-snapshot

A global four‐dimensional gridded dataset of ocean dissolved oxygen concentration retrieval from Argo profiles

inferred← citeshttps://doi.org/10.1007/978-981-96-5095-8_30openalex-snapshot

Research on Prediction of Marine Dissolved Oxygen Concentration Based on Modal Decomposition

inferred← citeshttps://doi.org/10.1016/b978-0-323-89861-4.00031-2openalex-snapshot

Predicting dissolved oxygen concentration in river using new advanced machines learning: Long-short term memory (LSTM) deep learning

inferred← citeshttps://doi.org/10.1016/j.anucene.2022.109276openalex-snapshot

Data reduction in deterministic neutron transport calculations using machine learning

inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133357openalex-snapshot

An intelligent decision support system for hypoxia early warning in marine aquaculture via self-supervised fish behavior classification model based on memory prototypes

inferred← citeshttps://doi.org/10.1021/acsomega.2c06441openalex-snapshot

Applications of Machine Learning in Chemical and Biological Oceanography

inferred← citeshttps://doi.org/10.1109/icacite60783.2024.10616972openalex-snapshot

The use of SVM and AR Methods for allotment of Load Scheduling and Energy Management in SPS

inferred← citeshttps://doi.org/10.1109/icocn67308.2025.11145651openalex-snapshot

Dissolved Oxygen Prediction Model Based on GRU-N-Beats

inferred← citeshttps://doi.org/10.3389/fmars.2024.1396277openalex-snapshot

A high-precision interpretable framework for marine dissolved oxygen concentration inversion

inferred← citeshttps://doi.org/10.3390/ma15155200openalex-snapshot

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

inferred← citeshttps://doi.org/10.3390/rs16020228openalex-snapshot

A Reconstructing Model Based on Time–Space–Depth Partitioning for Global Ocean Dissolved Oxygen Concentration

inferred← citeshttps://doi.org/10.3390/w15173029openalex-snapshot

Enhancing Dissolved Oxygen Concentrations Prediction in Water Bodies: A Temporal Transformer Approach with Multi-Site Meteorological Data Graph Embedding

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