Streamflow estimation using satellite-retrieved water fluxes and machine learning technique over monsoon-dominated catchments of India

Have satellite precipitation products improved over last two decades? A comprehensive comparison of GPM IMERG with nine satellite and reanalysis datasets

(2020) Guoqiang Tang et al.   REMOTE SENSING OF ENVIRONMENT

Flow prediction in ungauged catchments using probabilistic Random Forests regionalization and new statistical adequacy tests

(2019) Cristina Prieto et al.   WATER RESOURCES RESEARCH

Effect of Calibration and Validation Decisions on Streamflow Modeling for a Heterogeneous and Low Runoff–Producing River Basin in India

(2019) Partha Pratim Adhikary et al.   JOURNAL OF HYDROLOGIC ENGINEERING

A Brief Review of Random Forests for Water Scientists and Practitioners and Their Recent History in Water Resources

(2019) Hristos Tyralis et al.   Water

Diurnal Cycle of IMERG V06 Precipitation

(2019) Jackson Tan et al.   GEOPHYSICAL RESEARCH LETTERS

Assessment of IMERG-V06 Precipitation Product over Different Hydro-Climatic Regimes in the Tianshan Mountains, North-Western China

(2019) Anjum et al.   Remote Sensing

On the assimilation set-up of ASCAT soil moisture data for improving streamflow catchment simulation

(2018) Javier Loizu et al.   ADVANCES IN WATER RESOURCES

Evaluation of the SWAT model for water balance study of a mountainous snowfed river basin of Nepal

(2018) Birsingh Dhami et al.   Environmental Earth Sciences

Hydrologic Evaluation of the TMPA-3B42V7 Precipitation Data Set over an Agricultural Watershed Using the SWAT Model

(2018) Sushil Kumar Himanshu et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Improved streamflow simulations by coupling soil moisture analytical relationship in EnKF based hydrological data assimilation framework

(2018) Amol Patil et al.   ADVANCES IN WATER RESOURCES

Calibration of the Global Flood Awareness System (GloFAS) using daily streamflow data

(2018) Feyera A. Hirpa et al.   JOURNAL OF HYDROLOGY

Identifying the Sensitivity of Ensemble Streamflow Prediction by Artificial Intelligence

(2018) Yen-Ming Chiang et al.   Water

Hydrological simulation of the Betwa River basin (India) using the SWAT model

(2017) Shakti Suryavanshi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Soil Moisture Data Assimilation in a Hydrological Model: A Case Study in Belgium Using Large-Scale Satellite Data

(2017) et al.   Remote Sensing

Soil Moisture for Hydrological Applications: Open Questions and New Opportunities

(2017) Luca Brocca et al.   Water

Development and evaluation of a framework for global flood hazard mapping

(2016) Francesco Dottori et al.   ADVANCES IN WATER RESOURCES

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

SMOS soil moisture assimilation for improved hydrologic simulation in the Murray Darling Basin, Australia

(2015) H. Lievens et al.   REMOTE SENSING OF ENVIRONMENT

On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions

(2015) Beatriz Revilla-Romero et al.   Remote Sensing

Validation of the ASCAT Soil Water Index using in situ data from the International Soil Moisture Network

(2014) Christoph Paulik et al.   International Journal of Applied Earth Observation and Geoinformation

The impacts of assimilating satellite soil moisture into a rainfall–runoff model in a semi-arid catchment

(2014) C. Alvarez-Garreton et al.   JOURNAL OF HYDROLOGY

Comparative evaluation of maximum likelihood ensemble filter and ensemble Kalman filter for real-time assimilation of streamflow data into operational hydrologic models

(2014) Arezoo Rafieeinasab et al.   JOURNAL OF HYDROLOGY

Rainfall-runoff modeling using conceptual, data driven, and wavelet based computing approach

(2013) P.C. Nayak et al.   JOURNAL OF HYDROLOGY

Assessment of hydrologic impacts of climate change in Tunga-Bhadra river basin, India with HEC-HMS and SDSM

(2012) R. Meenu et al.   HYDROLOGICAL PROCESSES

Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: Effects of uncertainties in the data and initial model soil moisture states

(2011) Haksu Lee et al.   ADVANCES IN WATER RESOURCES

Intermittent Streamflow Forecasting by Using Several Data Driven Techniques

(2011) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Comparison of data-driven modelling techniques for river flow forecasting

(2010) Shreenivas Londhe et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Spatial-temporal variability of soil moisture and its estimation across scales

(2010) L. Brocca et al.   WATER RESOURCES RESEARCH

Towards a limits of acceptability approach to the calibration of hydrological models: Extending observation error

(2009) Yanli Liu et al.   JOURNAL OF HYDROLOGY

Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques

(2009) C. L. Wu et al.   WATER RESOURCES RESEARCH

ASCAT Soil Moisture: An Assessment of the Data Quality and Consistency with the ERS Scatterometer Heritage

(2008) Vahid Naeimi et al.   JOURNAL OF HYDROMETEOROLOGY

Artificial Intelligence techniques: An introduction to their use for modelling environmental systems

(2008) Serena H. Chen et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Data-driven modelling: some past experiences and new approaches

(2007) Dimitri P. Solomatine et al.   JOURNAL OF HYDROINFORMATICS

Runoff and sediment yield modeling from a small agricultural watershed in India using the WEPP model

(2007) Ashish Pandey et al.   JOURNAL OF HYDROLOGY

Calibration of a distributed hydrological model based on satellite evapotranspiration

(2007) W.W. Immerzeel et al.   JOURNAL OF HYDROLOGY