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Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

Field crops research, 2019-04, Vol.235, p.142-153

2019

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A near real-time deep learning approach for detecting rice phenology based on UAV images

Agricultural and forest meteorology, 2020-06, Vol.287, p.107938, Article 107938

2020

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Numerical comparison of iterative ensemble Kalman filters for unsaturated flow inverse modeling

Vadose zone journal, 2014-02, Vol.13 (2), p.1-12

2014

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Comparison of the use of a physical-based model with data assimilation and machine learning methods for simulating soil water dynamics

Journal of hydrology (Amsterdam), 2020-05, Vol.584, p.124692, Article 124692

2020

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Data‐Driven Discovery of Soil Moisture Flow Governing Equation: A Sparse Regression Framework

Water resources research, 2022-08, Vol.58 (8), p.n/a

2022

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A modified Picard iteration scheme for overcoming numerical difficulties of simulating infiltration into dry soil

Journal of hydrology (Amsterdam), 2017-08, Vol.551, p.56-69

2017

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Reconstructing the Unsaturated Flow Equation From Sparse and Noisy Data: Leveraging the Synergy of Group Sparsity and Physics‐Informed Deep Learning

Water resources research, 2023-05, Vol.59 (5), p.n/a

2023

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A gradient-enhanced sequential nonparametric data assimilation framework for soil moisture flow

Journal of hydrology (Amsterdam), 2021-12, Vol.603, p.126857, Article 126857

2021

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Simultaneous state-parameter estimation supports the evaluation of data assimilation performance and measurement design for soil-water-atmosphere-plant system

Journal of hydrology (Amsterdam), 2017-12, Vol.555, p.812-831

2017

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A dynamic data-driven method for dealing with model structural error in soil moisture data assimilation

Advances in water resources, 2019-10, Vol.132 (C), p.103407, Article 103407

2019

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Seeing macro-dispersivity from hydraulic conductivity field with convolutional neural network

Advances in water resources, 2020-04, Vol.138, p.103545, Article 103545

2020

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Rice yield estimation using a CNN-based image-driven data assimilation framework

Field crops research, 2022-11, Vol.288, p.108693, Article 108693

2022

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A nonparametric sequential data assimilation scheme for soil moisture flow

Journal of hydrology (Amsterdam), 2021-02, Vol.593, p.125865, Article 125865

2021

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Real-time detection of rice phenology through convolutional neural network using handheld camera images

Precision agriculture, 2021-02, Vol.22 (1), p.154-178

2021

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Investigation of Fe(II) and Mn(II) involved anoxic denitrification in agricultural soils with high manganese and iron contents

Journal of soils and sediments, 2021, Vol.21 (1), p.452-468

2021

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Deriving adaptive operating rules of hydropower reservoirs using time‐varying parameters generated by the EnKF

Water resources research, 2017-08, Vol.53 (8), p.6885-6907

2017

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A fully coupled numerical modeling for regional unsaturated–saturated water flow

Journal of hydrology (Amsterdam), 2012-12, Vol.475, p.188-203

2012

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Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America

Remote sensing (Basel, Switzerland), 2022-08, Vol.14 (16), p.3870

2022

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Transport of Pseudomonas aeruginosa in Porous Media Mediated by Low‐Concentration Surfactants: The Critical Role of Surfactant to Change Cell Surface Hydrophobicity

Water resources research, 2020-02, Vol.56 (2), p.n/a

2020

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Simulating one-dimensional unsaturated flow in heterogeneous soils with water content-based Richards equation

Vadose zone journal, 2013-05, Vol.12 (2), p.1-13

2013

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Understanding the Resilience of Soil Moisture Regimes

Water resources research, 2019-09, Vol.55 (9), p.7541-7563

2019

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Data assimilation of soil water flow via ensemble Kalman filter: Infusing soil moisture data at different scales

Journal of hydrology (Amsterdam), 2017-12, Vol.555, p.912-925

2017

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Biodegradation of polybrominated diphenyl ethers and strategies for acceleration: A review

International biodeterioration & biodegradation, 2018-04, Vol.129, p.23-32

2018

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Impacts of different types of measurements on estimating unsaturated flow parameters

Journal of hydrology (Amsterdam), 2015-05, Vol.524, p.549-561

2015

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Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods

Remote sensing (Basel, Switzerland), 2024-07, Vol.16 (13), p.2414

2024

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Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

A near real-time deep learning approach for detecting rice phenology based on UAV images

Numerical comparison of iterative ensemble Kalman filters for unsaturated flow inverse modeling

Comparison of the use of a physical-based model with data assimilation and machine learning methods for simulating soil water dynamics

Data‐Driven Discovery of Soil Moisture Flow Governing Equation: A Sparse Regression Framework

A modified Picard iteration scheme for overcoming numerical difficulties of simulating infiltration into dry soil

Reconstructing the Unsaturated Flow Equation From Sparse and Noisy Data: Leveraging the Synergy of Group Sparsity and Physics‐Informed Deep Learning

A gradient-enhanced sequential nonparametric data assimilation framework for soil moisture flow

Simultaneous state-parameter estimation supports the evaluation of data assimilation performance and measurement design for soil-water-atmosphere-plant system

A dynamic data-driven method for dealing with model structural error in soil moisture data assimilation

Seeing macro-dispersivity from hydraulic conductivity field with convolutional neural network

Rice yield estimation using a CNN-based image-driven data assimilation framework

A nonparametric sequential data assimilation scheme for soil moisture flow

Real-time detection of rice phenology through convolutional neural network using handheld camera images

Investigation of Fe(II) and Mn(II) involved anoxic denitrification in agricultural soils with high manganese and iron contents

Deriving adaptive operating rules of hydropower reservoirs using time‐varying parameters generated by the EnKF

A fully coupled numerical modeling for regional unsaturated–saturated water flow

Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America

Transport of Pseudomonas aeruginosa in Porous Media Mediated by Low‐Concentration Surfactants: The Critical Role of Surfactant to Change Cell Surface Hydrophobicity

Simulating one-dimensional unsaturated flow in heterogeneous soils with water content-based Richards equation

Understanding the Resilience of Soil Moisture Regimes

Data assimilation of soil water flow via ensemble Kalman filter: Infusing soil moisture data at different scales

Biodegradation of polybrominated diphenyl ethers and strategies for acceleration: A review

Impacts of different types of measurements on estimating unsaturated flow parameters

Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods

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