Liangsheng Shi

发表

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

Qi Yang, Yuanyuan Zha, Jingye Han, 2020, Precision Agriculture.

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

Yuanyuan Zha, Liangsheng Shi, Zhengkun Zhou, 2020, Advances in Water Resources.

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

Chao Deng, Bo Ming, Pan Liu, 2017 .

On the sub-model errors of a generalized one-way coupling scheme for linking models at different scales

Yuanyuan Zha, Liangsheng Shi, Jicai Zeng, 2017 .

Estimation of Sugarcane Yield by Assimilating UAV and Ground Measurements Via Ensemble Kalman Filter

Yuanyuan Zha, Liangsheng Shi, Shun Hu, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Improving surface roughness lengths estimation using machine learning algorithms

Lin Lin, Liangsheng Shi, Xiaolong Hu, 2020, Agricultural and Forest Meteorology.

A generalized Ross method for two- and three-dimensional variably saturated flow

Yuanyuan Zha, Liangsheng Shi, Jinzhong Yang, 2013 .

Probabilistic collocation method for unconfined flow in heterogeneous media.

Liangsheng Shi, Heng Li, Dongxiao Zhang, 2009 .

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

Yuanyuan Zha, Liangsheng Shi, Yakun Wang, 2019, Advances in Water Resources.

A sparse grid based Bayesian method for contaminant source identification

Dongxiao Zhang, Liangsheng Shi, Lingzao Zeng, 2012 .

Capturing soil-water and groundwater interactions with an iterative feedback coupling scheme: new HYDRUS package for MODFLOW

Yuanyuan Zha, Liangsheng Shi, Jicai Zeng, 2019, Hydrology and Earth System Sciences.

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

Qi Yang, Yuanyuan Zha, Liangsheng Shi, 2019, Field Crops Research.

Plot-scale rice grain yield estimation using UAV-based remotely sensed images via CNN with time-invariant deep features decomposition

Qi Yang, Liangsheng Shi, Lin Lin, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Numerical Comparison of Iterative Ensemble Kalman Filters for Unsaturated Flow Inverse Modeling

Liangsheng Shi, Xuehang Song, Jinzhong Yang, 2014 .

Sequential data-worth analysis coupled with ensemble Kalman filter for soil water flow: A real-world case study

Xiaomeng Li, Yuanyuan Zha, Yakun Wang, 2018, Journal of Hydrology.

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

Jingye Han, Liangsheng Shi, Liangsheng Shi, 2020, Agricultural and Forest Meteorology.

A new ArcGIS-based software of uncertainty analysis for nitrate load estimation.

Ming Ye, Liangsheng Shi, J Fernando Rios, 2014, Ground water.

A Reduced‐Order Successive Linear Estimator for Geostatistical Inversion and its Application in Hydraulic Tomography

Yuanyuan Zha, Liangsheng Shi, Tian-Chyi J. Yeh, 2018 .

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

Yuanyuan Zha, Liangsheng Shi, Shun Hu, 2017 .

A comparative study of numerical approaches to risk assessment of contaminant transport

Haibin Chang, Liangsheng Shi, Dongxiao Zhang, 2010 .

Estimation of actual irrigation amount and its impact on groundwater depletion: A case study in the Hebei Plain, China

Yuanyuan Zha, Liangsheng Shi, Yunjun Yao, 2016 .

Qualification of Uncertainty for Simulating Solute Transport in the Heterogeneous Media with Sparse Grid Collocation Method

Liangsheng Shi, Jinzhong Yang, Jin-zhong Yang, 2009 .

Impacts of different types of measurements on estimating unsaturated flow parameters

Liangsheng Shi, Xuehang Song, Yan Zhu, 2015 .

Uncertainty quantification of contaminant transport and risk assessment with conditional stochastic collocation method

Liangsheng Shi, Lingzao Zeng, Jinzhong Yang, 2013, Stochastic Environmental Research and Risk Assessment.

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

Liangsheng Shi, Yan Zhu, Qiuru Zhang, 2017 .

Optical-based and thermal-based surface conductance and actual evapotranspiration estimation, an evaluation study in the North China Plain

Yuanyuan Zha, Liangsheng Shi, Baozhong Zhang, 2018, Agricultural and Forest Meteorology.

Multiscale-finite-element-based ensemble Kalman filter for large-scale groundwater flow

Liangsheng Shi, Lingzao Zeng, Dongxiao Zhang, 2012 .