SMRFR: A global multilayer soil moisture dataset generated using Random Forest from multi-source data.
- Published in:
- Scientific Data, 2025, v. 12, n. 1, p. 1, doi. 10.1038/s41597-025-05511-w
- By:
- Publication type:
- Article
Works by Shi, Liangsheng
Results: 59
1
2
Spatiotemporal sampling strategy for characterization of hydraulic properties in heterogeneous soils.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 3, p. 737, doi. 10.1007/s00477-020-01882-1
- By:
- Publication type:
- Article
3
Data assimilation of soil water flow by considering multiple uncertainty sources and spatial-temporal features: a field-scale real case study.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2018, v. 32, n. 9, p. 2477, doi. 10.1007/s00477-018-1541-1
- By:
- Publication type:
- Article
4
Uncertainty quantification of contaminant transport and risk assessment with conditional stochastic collocation method.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2013, v. 27, n. 6, p. 1453, doi. 10.1007/s00477-012-0682-x
- By:
- Publication type:
- Article
5
Application of multiscale finite element method in the uncertainty qualification of large-scale groundwater flow.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2012, v. 26, n. 3, p. 393, doi. 10.1007/s00477-011-0507-3
- By:
- Publication type:
- Article
6
A comparative study of numerical approaches to risk assessment of contaminant transport.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2010, v. 24, n. 7, p. 971, doi. 10.1007/s00477-010-0400-5
- By:
- Publication type:
- Article
7
A stochastic approach to nonlinear unconfined flow subject to multiple random fields.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2009, v. 23, n. 6, p. 823, doi. 10.1007/s00477-008-0261-3
- By:
- Publication type:
- Article
8
Accurate Estimation of Gross Primary Production of Paddy Rice Cropland with UAV Imagery-Driven Leaf Biochemical Model.
- Published in:
- Remote Sensing, 2024, v. 16, n. 20, p. 3906, doi. 10.3390/rs16203906
- By:
- Publication type:
- Article
9
Mapping Crop Evapotranspiration by Combining the Unmixing and Weight Image Fusion Methods.
- Published in:
- Remote Sensing, 2024, v. 16, n. 13, p. 2414, doi. 10.3390/rs16132414
- By:
- Publication type:
- Article
10
Spatial Downscaling and Gap-Filling of SMAP Soil Moisture to High Resolution Using MODIS Surface Variables and Machine Learning Approaches over ShanDian River Basin, China.
- Published in:
- Remote Sensing, 2023, v. 15, n. 3, p. 812, doi. 10.3390/rs15030812
- By:
- Publication type:
- Article
11
Regional Yield Estimation for Sugarcane Using MODIS and Weather Data: A Case Study in Florida and Louisiana, United States of America.
- Published in:
- Remote Sensing, 2022, v. 14, n. 16, p. 3870, doi. 10.3390/rs14163870
- By:
- Publication type:
- Article
12
Multi-Scale Assessment of SMAP Level 3 and Level 4 Soil Moisture Products over the Soil Moisture Network within the ShanDian River (SMN-SDR) Basin, China.
- Published in:
- Remote Sensing, 2022, v. 14, n. 4, p. 982, doi. 10.3390/rs14040982
- By:
- Publication type:
- Article
13
A new sugarcane yield model using the SiPAR model.
- Published in:
- Agronomy Journal, 2022, v. 114, n. 1, p. 490, doi. 10.1002/agj2.20949
- By:
- Publication type:
- Article
14
Assessing parametric and nitrogen fertilizer input uncertainties in the ORYZA_V3 model predictions.
- Published in:
- Agronomy Journal, 2021, v. 113, n. 6, p. 4965, doi. 10.1002/agj2.20905
- By:
- Publication type:
- Article
15
Numerical Comparison of Iterative Ensemble Kalman Filters for Unsaturated Flow Inverse Modeling.
- Published in:
- Vadose Zone Journal, 2014, v. 13, p. 1, doi. 10.2136/vzj2013.05.0083
- By:
- Publication type:
- Article
16
Simulating One-Dimensional Unsaturated Flow in Heterogeneous Soils with Water Content-Based Richards Equation.
- Published in:
- Vadose Zone Journal, 2013, v. 12, p. 1, doi. 10.2136/vzj2012.0109
- By:
- Publication type:
- Article
17
Deep Learning Identification of the Governing Equation for Water Flow in Heterogeneous Soils From Data.
- Published in:
- Water Resources Research, 2025, v. 61, n. 3, p. 1, doi. 10.1029/2024WR037786
- By:
- Publication type:
- Article
18
Synergizing Intuitive Physics and Big Data in Deep Learning: Can We Obtain Process Insights While Maintaining State‐Of‐The‐Art Hydrological Prediction Capability?
- Published in:
- Water Resources Research, 2024, v. 60, n. 12, p. 1, doi. 10.1029/2024WR037582
- By:
- Publication type:
- Article
19
Reconstructing the Unsaturated Flow Equation From Sparse and Noisy Data: Leveraging the Synergy of Group Sparsity and Physics‐Informed Deep Learning.
- Published in:
- Water Resources Research, 2023, v. 59, n. 5, p. 1, doi. 10.1029/2022WR034122
- By:
- Publication type:
- Article
20
Multiphysics-Informed Neural Networks for Coupled Soil Hydrothermal Modeling.
- Published in:
- Water Resources Research, 2023, v. 59, n. 1, p. 1, doi. 10.1029/2022WR031960
- By:
- Publication type:
- Article
21
Densely Connected Squeeze‐and‐Excitation Convolutional Encoder‐Decoder Networks for Identifying Preferential Channels in Highly Heterogeneous Porous Media.
- Published in:
- Water Resources Research, 2022, v. 58, n. 9, p. 1, doi. 10.1029/2021WR031429
- By:
- Publication type:
- Article
22
Data‐Driven Discovery of Soil Moisture Flow Governing Equation: A Sparse Regression Framework.
- Published in:
- Water Resources Research, 2022, v. 58, n. 8, p. 1, doi. 10.1029/2022WR031926
- By:
- Publication type:
- Article
23
A robust data-worth analysis framework for soil moisture flow by hybridizing sequential data assimilation and machine learning.
- Published in:
- Vadose Zone Journal, 2020, v. 19, n. 1, p. 1, doi. 10.1002/vzj2.20026
- By:
- Publication type:
- Article
24
Investigation of Data Assimilation Methods for Soil Parameter Estimation with Different Types of Data.
- Published in:
- Vadose Zone Journal, 2019, v. 18, n. 1, p. 1, doi. 10.2136/vzj2019.01.0013
- By:
- Publication type:
- Article
25
The impact of climate change and climate extremes on sugarcane production.
- Published in:
- GCB Bioenergy, 2021, v. 13, n. 3, p. 408, doi. 10.1111/gcbb.12797
- By:
- Publication type:
- Article
26
Investigation of Fe(II) and Mn(II) involved anoxic denitrification in agricultural soils with high manganese and iron contents.
- Published in:
- Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2021, v. 21, n. 1, p. 452, doi. 10.1007/s11368-020-02776-z
- By:
- Publication type:
- Article
27
Investigation of ferrous iron-involved anaerobic denitrification in three subtropical soils of southern China.
- Published in:
- Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2018, v. 18, n. 5, p. 1873, doi. 10.1007/s11368-018-1971-x
- By:
- Publication type:
- Article
28
Real-time detection of rice phenology through convolutional neural network using handheld camera images.
- Published in:
- Precision Agriculture, 2021, v. 22, n. 1, p. 154, doi. 10.1007/s11119-020-09734-2
- By:
- Publication type:
- Article
29
Effects of Local Transverse Dispersion on Macro-scale Coefficients of Decaying Solute Transport in a Stratified Formation.
- Published in:
- Transport in Porous Media, 2019, v. 129, n. 1, p. 53, doi. 10.1007/s11242-019-01277-z
- By:
- Publication type:
- Article
30
A comprehensive study of deep learning for soil moisture prediction.
- Published in:
- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/hess-2023-177
- By:
- Publication type:
- Article
31
Data worth analysis within a model-free data assimilation framework for soil moisture flow.
- Published in:
- Hydrology & Earth System Sciences Discussions, 2023, p. 1, doi. 10.5194/hess-2023-34
- By:
- Publication type:
- Article
32
Double-frequency properties of In:LiNbO3 crystals.
- Published in:
- Crystal Research & Technology, 2005, v. 40, n. 7, p. 684
- By:
- Publication type:
- Article
33
An integrated transcriptome and physiological analysis of nitrogen use efficiency in rice (Oryza sativa L. ssp. indica) under drought stress.
- Published in:
- Frontiers in Genetics, 2024, p. 1, doi. 10.3389/fgene.2024.1483113
- By:
- Publication type:
- Article
34
Identification of Time-Varying Conceptual Hydrological Model Parameters with Differentiable Parameter Learning.
- Published in:
- Water (20734441), 2024, v. 16, n. 6, p. 896, doi. 10.3390/w16060896
- By:
- Publication type:
- Article
35
Effects of Drying-Rewetting Cycles on Ferrous Iron-Involved Denitrification in Paddy Soils.
- Published in:
- Water (20734441), 2021, v. 13, n. 22, p. 3212, doi. 10.3390/w13223212
- By:
- Publication type:
- Article
36
Regional Quasi-Three-Dimensional Unsaturated-Saturated Water Flow Model Based on a Vertical-Horizontal Splitting Co.
- Published in:
- Water (20734441), 2016, v. 8, n. 5, p. 1, doi. 10.3390/w8050195
- By:
- Publication type:
- Article
37
Numerical Simulation and Sensitivity Analysis for Nitrogen Dynamics Under Sewage Water Irrigation with Organic Carbon.
- Published in:
- Water, Air & Soil Pollution, 2018, v. 229, n. 6, p. 1, doi. 10.1007/s11270-018-3832-z
- By:
- Publication type:
- Article
38
A comprehensive study of deep learning for soil moisture prediction.
- Published in:
- Hydrology & Earth System Sciences, 2024, v. 28, n. 4, p. 917, doi. 10.5194/hess-28-917-2024
- By:
- Publication type:
- Article
39
Data worth analysis within a model-free data assimilation framework for soil moisture flow.
- Published in:
- Hydrology & Earth System Sciences, 2023, v. 27, n. 14, p. 2661, doi. 10.5194/hess-27-2661-2023
- By:
- Publication type:
- Article
40
On the uncertainty of initial condition and initialization approaches in variably saturated flow modeling.
- Published in:
- Hydrology & Earth System Sciences, 2019, v. 23, n. 7, p. 2897, doi. 10.5194/hess-23-2897-2019
- By:
- Publication type:
- Article
41
Capturing soil-water and groundwater interactions with an iterative feedback coupling scheme: new HYDRUS package for MODFLOW.
- Published in:
- Hydrology & Earth System Sciences, 2019, v. 23, n. 2, p. 637, doi. 10.5194/hess-23-637-2019
- By:
- Publication type:
- Article
42
Assessing the Global Relationships Between Teleconnection Factors and Terrestrial Water Storage Components.
- Published in:
- Water Resources Management, 2022, v. 36, n. 1, p. 119, doi. 10.1007/s11269-021-03015-x
- By:
- Publication type:
- Article
43
Transport of Pseudomonas aeruginosa in Porous Media Mediated by Low‐Concentration Surfactants: The Critical Role of Surfactant to Change Cell Surface Hydrophobicity.
- Published in:
- Water Resources Research, 2020, v. 56, n. 2, p. 1, doi. 10.1029/2019WR026103
- By:
- Publication type:
- Article
44
Understanding the Resilience of Soil Moisture Regimes.
- Published in:
- Water Resources Research, 2019, v. 55, n. 9, p. 7541, doi. 10.1029/2018WR024495
- By:
- Publication type:
- Article
45
A Reduced‐Order Successive Linear Estimator for Geostatistical Inversion and its Application in Hydraulic Tomography.
- Published in:
- Water Resources Research, 2018, v. 54, n. 3, p. 1616, doi. 10.1002/2017WR021884
- By:
- Publication type:
- Article
46
Deriving adaptive operating rules of hydropower reservoirs using time-varying parameters generated by the En KF.
- Published in:
- Water Resources Research, 2017, v. 53, n. 8, p. 6885, doi. 10.1002/2016WR020180
- By:
- Publication type:
- Article
47
Effect of low-concentration rhamnolipid biosurfactant on P seudomonas aeruginosa transport in natural porous media.
- Published in:
- Water Resources Research, 2017, v. 53, n. 1, p. 361, doi. 10.1002/2016WR019832
- By:
- Publication type:
- Article
48
Impact of kinetic mass transfer on free convection in a porous medium.
- Published in:
- Water Resources Research, 2016, v. 52, n. 5, p. 3637, doi. 10.1002/2016WR018724
- By:
- Publication type:
- Article
49
A multiscale probabilistic collocation method for subsurface flow in heterogeneous media.
- Published in:
- Water Resources Research, 2010, v. 46, n. 11, p. n/a, doi. 10.1029/2010WR009066
- By:
- Publication type:
- Article
50
Review of numerical solution of Richardson–Richards equation for variably saturated flow in soils.
- Published in:
- WIRES Water, 2019, v. 6, n. 5, p. N.PAG, doi. 10.1002/wat2.1364
- By:
- Publication type:
- Article