Assimilation of satellite-derived soil moisture and brightness temperature in land surface models: a review

R Khandan, JP Wigneron, S Bonafoni, AP Biazar… - Remote Sensing, 2022 - mdpi.com
The correction of Soil Moisture (SM) estimates in Land Surface Models (LSMs) is considered
essential for improving the performance of numerical weather forecasting and hydrologic …

Improving streamflow simulations and forecasting performance of SWAT model by assimilating remotely sensed soil moisture observations

A Patil, R Ramsankaran - Journal of Hydrology, 2017 - Elsevier
This article presents a study carried out using EnKF based assimilation of coarser-scale
SMOS soil moisture retrievals to improve the streamflow simulations and forecasting …

Comparing multi-objective optimization techniques to calibrate a conceptual hydrological model using in situ runoff and daily GRACE data

A Mostafaie, E Forootan, A Safari… - Computational …, 2018 - Springer
Hydrological models are necessary tools for simulating the water cycle and for
understanding changes in water resources. To achieve realistic model simulation results …

Multivariate assimilation of satellite-based leaf area index and ground-based river streamflow for hydrological modelling of irrigated watersheds using SWAT+

OM Igder, H Alizadeh, B Mojaradi, M Bayat - Journal of Hydrology, 2022 - Elsevier
Vegetation dynamics have different effects on the terrestrial water cycle and therefore play
an important role in catchment-scale biophysical and hydrological modeling. Meanwhile …

Root-zone soil moisture estimation from assimilation of downscaled Soil Moisture and Ocean Salinity data

G Dumedah, JP Walker, O Merlin - Advances in Water Resources, 2015 - Elsevier
The crucial role of root-zone soil moisture is widely recognized in land–atmosphere
interaction, with direct practical use in hydrology, agriculture and meteorology. But it is …

A mutual information‐based likelihood function for particle filter flood extent assimilation

A Dasgupta, R Hostache… - Water Resources …, 2021 - Wiley Online Library
Accurate flood inundation forecasts have the potential to minimize socioeconomic losses,
but uncertainties in inflows propagated from the precipitation forecasts result in large …

Sequential streamflow assimilation for short-term hydrological ensemble forecasting

M Abaza, F Anctil, V Fortin, R Turcotte - Journal of Hydrology, 2014 - Elsevier
This paper evaluates the application of the Ensemble Kalman Filter (EnKF) for streamflow
assimilation within an ensemble prediction system designed for short-term hydrological …

A novel multi-objective shuffled complex differential evolution algorithm with application to hydrological model parameter optimization

J Guo, J Zhou, Q Zou, Y Liu, L Song - Water resources management, 2013 - Springer
Practice experience suggests that the traditional calibration of hydrological models with
single objective cannot properly measure all of the behaviors of the hydrological system. To …

Data assimilation strategies for volcano geodesy

Y Zhan, PM Gregg - Journal of Volcanology and Geothermal Research, 2017 - Elsevier
Ground deformation observed using near-real time geodetic methods, such as InSAR and
GPS, can provide critical information about the evolution of a magma chamber prior to …

Modeling and combined application of orthogonal chaotic NSGA-II and improved TOPSIS to optimize a conceptual hydrological model

T Peng, J Zhou, C Zhang, N Sun - Water Resources Management, 2018 - Springer
Conceptual rainfall-runoff modelling is a widely-used approach for rainfall-runoff simulation
in streamflow forecasting. The objective of this paper is to introduce an improved non …