Lucy Marshall

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 8

Top Topics

Naive Bayes Classifier

Bayesian Inference

Top Venues

Environ. Model. Softw.

IEEE Trans. Geosci. Remote. Sens.

Comput. Stat. Data Anal.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Hui Zou, Lucy Marshall, Ashish Sharma, Jie Jian, Clare Stephens, Philippa Higgins
Modelling vegetation dynamics for future climates in Australian catchments: Comparison of a conceptual eco-hydrological modelling approach with a deep learning alternative. Environ. Model. Softw. 181 (2024)
Arpit Kapoor, Sahani Pathiraja, Lucy Marshall, Rohitash Chandra
DeepGR4J: A deep learning hybridization approach for conceptual rainfall-runoff modelling. Environ. Model. Softw. 169 (2023)
Arpit Kapoor, Anshul Negi, Lucy Marshall, Rohitash Chandra
Cyclone trajectory and intensity prediction with uncertainty quantification using variational recurrent neural networks. Environ. Model. Softw. 162 (2023)
Tian Guo, Yaoze Liu, Gang Shao, Bernard A. Engel, Ashish Sharma, Lucy Marshall, Dennis C. Flanagan, Raj Cibin, Carlington W. Wallace, Kaiguang Zhao, Dongyang Ren, Johann Vera Mercado, Mohamed A. Aboelnour
Improving probabilistic monthly water quantity and quality predictions using a simplified residual-based modeling approach. Environ. Model. Softw. 156 (2022)
Seokhyeon Kim, Hung T. Pham, Yi Y. Liu, Lucy Marshall, Ashish Sharma
Improving the Combination of Satellite Soil Moisture Data Sets by Considering Error Cross Correlation: A Comparison Between Triple Collocation (TC) and Extended Double Instrumental Variable (EIVD) Alternatives. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Xia Wu, Lucy Marshall, Ashish Sharma
The influence of data transformations in simulating Total Suspended Solids using Bayesian inference. Environ. Model. Softw. 121 (2019)
Hung T. Pham, Seokhyeon Kim, Lucy Marshall, Fiona M. Johnson
Using 3D robust smoothing to fill land surface temperature gaps at the continental scale. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Tomas Beuzen, Lucy Marshall, Kristen D. Splinter
A comparison of methods for discretizing continuous variables in Bayesian Networks. Environ. Model. Softw. 108 (2018)
David J. Nott, Lucy Marshall, Mark Fielding, Shie-Yui Liong
Mixtures of experts for understanding model discrepancy in dynamic computer models. Comput. Stat. Data Anal. 71 (2014)
Ying Zhao, Ashish Sharma, Bellie Sivakumar, Lucy Marshall, Peng Wang, Jiping Jiang
A Bayesian method for multi-pollution source water quality model and seasonal water quality management in river segments. Environ. Model. Softw. 57 (2014)
David J. Nott, Lucy Marshall, Minh-Ngoc Tran
The ensemble Kalman filter is an ABC algorithm. Stat. Comput. 22 (6) (2012)
Erwin Jeremiah, Scott A. Sisson, Ashish Sharma, Lucy Marshall
Efficient hydrological model parameter optimization with Sequential Monte Carlo sampling. Environ. Model. Softw. 38 (2012)