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Evolving Deep Delay Echo State Network for Effluent NH4-N Prediction in Wastewater Treatment Plants

IEEE transactions on instrumentation and measurement, 2023-01, Vol.72, p.1-1

2023

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Prediction of estuarine water quality using interpretable machine learning approach

Journal of hydrology (Amsterdam), 2022-02, Vol.605, p.127320, Article 127320

2022

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A novel total nitrogen prediction method based on recurrent neural networks utilizing cross-coupling attention and selective attention

Neurocomputing (Amsterdam), 2023-03, Vol.527, p.48-59

2023

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Self-organizing pipelined recurrent wavelet neural network for time series prediction

Expert systems with applications, 2023-03, Vol.214, p.119215, Article 119215

2023

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New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat

Remote sensing of environment, 2010-09, Vol.114 (9), p.1987-1997

2010

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Review of Nitrogen Compounds Prediction in Water Bodies Using Artificial Neural Networks and Other Models

Sustainability, 2020-06, Vol.12 (11), p.4359

2020

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Root phenotype detection of rice seedling under nitrogen conditions based on terahertz imaging technique

Computers and electronics in agriculture, 2024-11, Vol.226, Article 109369

2024

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Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves

Remote sensing (Basel, Switzerland), 2022-12, Vol.14 (24), p.6366

2022

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CANOPY NITROGEN ESTIMATION ON COTTON PLANT USING SATELLITE IMAGERY

International archives of the photogrammetry, remote sensing and spatial information sciences., 2023, Vol.XLVIII-M-1-2023, p.73-79

2023

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A hybrid intelligent soft computing method for ammonia nitrogen prediction in aquaculture

Information processing in agriculture, 2021-03, Vol.8 (1), p.64-74

2021

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One-Dimensional Convolutional Neural Networks for Hyperspectral Analysis of Nitrogen in Plant Leaves

Applied sciences, 2021-12, Vol.11 (24), p.11853

2021

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A neural network-based prediction model in water monitoring networks

Water science & technology. Water supply, 2021-08, Vol.21 (5), p.2347-2356

2021

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Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management

Kisi, Ozgur

2021

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MPA-RNN: A Novel Attention-Based Recurrent Neural Networks for Total Nitrogen Prediction

IEEE transactions on industrial informatics, 2022-10, Vol.18 (10), p.6516-6525

2022

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Prediction of nitrogen solubility in ionic liquids by machine learning methods based on COSMO-derived descriptors

Chemical engineering science, 2024-02, Vol.284, p.119482, Article 119482

2024

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Feature multi-level attention spatio-temporal graph residual network: A novel approach to ammonia nitrogen concentration prediction in water bodies by integrating external influences and spatio-temporal correlations

The Science of the total environment, 2024-01, Vol.906, p.167591-167591, Article 167591

2024

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NLCS - A novel coordinate system for spatial analysis on hyperspectral leaf images and an improved nitrogen index for soybean plants

Computers and electronics in agriculture, 2023-01, Vol.204, p.107550, Article 107550

2023

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Sustainable Agriculture and Advances of Remote Sensing (Volume 1)

2022

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Sustainable Agriculture and Advances of Remote Sensing (Volume 2)

2022

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EFFECT OF DIFFERENT NITROGEN FERTILIZATION RATES ON THE SPECTRAL RESPONSE OF Brachiaria brizantha cv. MARANDÚ LEAVES

Engenharia Agrícola, 2023-01, Vol.43 (3)

2023

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Modular stochastic configuration network based prediction model for NOx emissions in municipal solid waste incineration process

Engineering applications of artificial intelligence, 2024-01, Vol.127, p.107315, Article 107315

2024

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Prediction of grain yield and nitrogen uptake by basmati rice through in-season proximal sensing with a canopy reflectance sensor

Precision agriculture, 2022-06, Vol.23 (3), p.733-747

2022

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Nitrogen Deficiency Prediction of Rice Crop Based on Convolutional Neural Network

Journal of ambient intelligence and humanized computing, 2020-11, Vol.11 (11), p.5703-5711

2020

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Graph Neural Network for Air Quality Prediction: A Case Study in Madrid

IEEE access, 2023, Vol.11, p.2729-2742

2023

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Reconstructing secondary data based on air quality, meteorological and traffic data considering spatiotemporal components

Data in brief, 2023-04, Vol.47, p.108957-108957, Article 108957

2023

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Evolving Deep Delay Echo State Network for Effluent NH4-N Prediction in Wastewater Treatment Plants

Prediction of estuarine water quality using interpretable machine learning approach

A novel total nitrogen prediction method based on recurrent neural networks utilizing cross-coupling attention and selective attention

Self-organizing pipelined recurrent wavelet neural network for time series prediction

New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat

Review of Nitrogen Compounds Prediction in Water Bodies Using Artificial Neural Networks and Other Models

Root phenotype detection of rice seedling under nitrogen conditions based on terahertz imaging technique

Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves

CANOPY NITROGEN ESTIMATION ON COTTON PLANT USING SATELLITE IMAGERY

A hybrid intelligent soft computing method for ammonia nitrogen prediction in aquaculture

One-Dimensional Convolutional Neural Networks for Hyperspectral Analysis of Nitrogen in Plant Leaves

A neural network-based prediction model in water monitoring networks

Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management

MPA-RNN: A Novel Attention-Based Recurrent Neural Networks for Total Nitrogen Prediction

Prediction of nitrogen solubility in ionic liquids by machine learning methods based on COSMO-derived descriptors

Feature multi-level attention spatio-temporal graph residual network: A novel approach to ammonia nitrogen concentration prediction in water bodies by integrating external influences and spatio-temporal correlations

NLCS - A novel coordinate system for spatial analysis on hyperspectral leaf images and an improved nitrogen index for soybean plants

Sustainable Agriculture and Advances of Remote Sensing (Volume 1)

Sustainable Agriculture and Advances of Remote Sensing (Volume 2)

EFFECT OF DIFFERENT NITROGEN FERTILIZATION RATES ON THE SPECTRAL RESPONSE OF Brachiaria brizantha cv. MARANDÚ LEAVES

Modular stochastic configuration network based prediction model for NOx emissions in municipal solid waste incineration process

Prediction of grain yield and nitrogen uptake by basmati rice through in-season proximal sensing with a canopy reflectance sensor

Nitrogen Deficiency Prediction of Rice Crop Based on Convolutional Neural Network

Graph Neural Network for Air Quality Prediction: A Case Study in Madrid

Reconstructing secondary data based on air quality, meteorological and traffic data considering spatiotemporal components

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