A Comparison of simultaneous-equations, weighted regression, and noise-in-variables models

A Deep Neural Network Modeling Framework to Reduce Bias in Satellite Precipitation Products

article

A Markov Chain Flow Model for flood forecasting

article

A Review of Global Precipitation Data Sets: Data Sources, Estimation, and Intercomparisons

scholarly article by Qiaohong Sun et al published 5 January 2018 in Reviews of Geophysics

A Solution to the Crucial Problem of Population Degeneration in High-Dimensional Evolutionary Optimization

A Statistical Model for the Uncertainty Analysis of Satellite Precipitation Products

article

A chaotic approach to rainfall disaggregation

A cloud-free MODIS snow cover dataset for the contiguous United States from 2000 to 2017

A high resolution coupled hydrologic–hydraulic model (HiResFlood-UCI) for flash flood modeling

article

A hydroarchive for the free exchange of hydrological software Website:

A maximum likelihood criterion for use with data collected at unequal time intervals

article by Qingyun Duan et al published July 1988 in Water Resources Research

A multi-step automatic calibration scheme for watershed models

scholarly article published 2003

A new editorial structure for Water Resources Research

A new evolutionary search strategy for global optimization of high-dimensional problems

A predictive demand model for systems planning, using noisy realization theory

A sequential Bayesian approach for hydrologic model selection and prediction

article

A shuffled complex evolution metropolis algorithm for estimating posterior distribution of watershed model parameters

article

A ‘User-Friendly’ approach to parameter estimation in hydrologic models

Advanced Concepts on Remote Sensing of Precipitation at Multiple Scales

article

Advances in automatic calibration of watershed models

Advancing the Remote Sensing of Precipitation

An Artificial Neural Network Model to Reduce False Alarms in Satellite Precipitation Products Using MODIS andCloudSatObservations

article

An Object-Oriented Approach to Investigate Impacts of Climate Oscillations on Precipitation: A Western United States Case Study

scholarly article by Scott Sellars et al published April 2015 in Journal of Hydrometeorology

An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction

article

Analysis of natural groundwater level variations for hydrogeologic conceptualization, Hanford Site, Washington

Application of stochastic parameter optimization to the Sacramento Soil Moisture Accounting model

article

Application of temporal streamflow descriptors in hydrologic model parameter estimation

article

Artificial Neural Network Modeling of the Rainfall-Runoff Process

article

Assessing the Efficacy of High-Resolution Satellite-Based PERSIANN-CDR Precipitation Product in Simulating Streamflow

Assessing the Impacts of Different WRF Precipitation Physics in Hurricane Simulations

Assessment of the Spatial and Seasonal Variation of the Error–Intensity Relationship in Satellite-Based Precipitation Measurements Using an Adaptive Parametric Model

Automatic calibration of conceptual rainfall-runoff models: The question of parameter observability and uniqueness

article

Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data

article

Bayesian recursive estimation of parameter and output uncertainty for watershed models

Bias Adjustment of Satellite Precipitation Estimation Using Ground-Based Measurement: A Case Study Evaluation over the Southwestern United States

article

Bias adjustment of infrared-based rainfall estimation using Passive Microwave satellite rainfall data

article

Bias adjustment of satellite-based precipitation estimation using gauge observations: A case study in Chile

article

Calibration of Probabilistic Quantitative Precipitation Forecasts with an Artificial Neural Network

scholarly article by Huiling Yuan et al published December 2007 in Weather and Forecasting

Calibration of a semi-distributed hydrologic model for streamflow estimation along a river system

article

Calibration of rainfall-runoff models: Application of global optimization to the Sacramento Soil Moisture Accounting Model

article

Catchment Hydrogeochemistry

scholarly article

Challenges of Operational River Forecasting

Classification and regression tree (CART) analysis for indicator bacterial concentration prediction for a Californian coastal area.

scientific article

Comment on “Dynamically dimensioned search algorithm for computationally efficient watershed model calibration” by Bryan A. Tolson and Christine A. Shoemaker

article

Comparison of Newton-type and direct search algorithms for calibration of conceptual rainfall-runoff models

article

Comparison of simple versus complex distributed runoff models on a midsized semiarid watershed

article

Consistency of spatial patterns of the daily precipitation field in the western United States and its application to precipitation disaggregation

scholarly article

Constraining Land Surface and Atmospheric Parameters of a Locally Coupled Model Using Observational Data

article

Correspondence analysis with Matlab

Daytime Precipitation Estimation Using Bispectral Cloud Classification System

Deep neural networks for precipitation estimation from remotely sensed information

Developing Intensity-Duration-Frequency (IDF) Curves From Satellite-Based Precipitation: Methodology and Evaluation

Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

scholarly article by Tiantian Yang et al published April 2017 in Water Resources Research

Development of a Hydrochemical Model for Seasonally Snow-Covered Alpine Watersheds: Application to Emerald Lake Watershed, Sierra Nevada, California

article

Dual state–parameter estimation of hydrological models using ensemble Kalman filter

article

Editorial

Editors' Note

Effect of rainfall-sampling errors on simulations of desert flash floods

Effective and efficient global optimization for conceptual rainfall-runoff models

article

Estimating Uncertainty in Hydrologic Model Predictions

article

Estimation of daily cloud-free, snow-covered areas from MODIS based on variational interpolation

article by Qing Xia et al published September 2012 in Water Resources Research

Estimation of mountain front recharge to regional aquifers: 1. Development of an Analytical Hydroclimatic Model

article

Estimation of mountain front recharge to regional aquifers: 2. A Maximum Likelihood Approach incorporating prior information

article by Adolfo Chavez et al published July 1994 in Water Resources Research

Estimation of physical variables from multichannel remotely sensed imagery using a neural network: Application to rainfall estimation

Estimation of surface longwave radiation components from ground-based historical net radiation and weather data

scientific article

Evaluating model performance and parameter behavior for varying levels of land surface model complexity

article

Evaluating several satellite precipitation estimates and global ground-based dataset on Sicily (Italy)

article

Evaluating the Utility of Multispectral Information in Delineating the Areal Extent of Precipitation

article

Evaluating the streamflow simulation capability of PERSIANN-CDR daily rainfall products in two river basins on the Tibetan Plateau

Evaluation and Transferability of the Noah Land Surface Model in Semiarid Environments

article

Evaluation and comparison of satellite precipitation estimates with reference to a local area in the Mediterranean Sea

article

Evaluation for Moroccan dynamically downscaled precipitation from GCM CHAM5 and its regional hydrologic response

Evaluation of Maximum Likelihood Parameter estimation techniques for conceptual rainfall-runoff models: Influence of calibration data variability and length on model credibility

article

Evaluation of NASA’s MERRA Precipitation Product in Reproducing the Observed Trend and Distribution of Extreme Precipitation Events in the United States

Evaluation of PERSIANN-CCS Rainfall Measurement Using the NAME Event Rain Gauge Network

Evaluation of satellite-based precipitation estimation over Iran

Evaluation of the PERSIANN-CDR Daily Rainfall Estimates in Capturing the Behavior of Extreme Precipitation Events over China

article

Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method

article by Hamid Moradkhani et al published December 2012 in Water Resources Research

Exploring Trends through “RainSphere”: Research data transformed into public knowledge

Exploring parameter sensitivities of the land surface using a locally coupled land-atmosphere model

article

Extreme Precipitation Estimation Using Satellite-Based PERSIANN-CCS Algorithm

article published in 2009

Flood Forecasting and Inundation Mapping Using HiResFlood-UCI and Near-Real-Time Satellite Precipitation Data: The 2008 Iowa Flood

Foreword [to special section on Monsoon '90 Multidisciplinary Experiment]

article

Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems

scholarly article published June 2011

From lumped to distributed via semi-distributed: Calibration strategies for semi-distributed hydrologic models

Geometrical Characterization of Precipitation Patterns

Handling boundary constraints for particle swarm optimization in high-dimensional search space

article by Wei Chu et al published October 2011 in Information Sciences

How significant is the impact of irrigation on the local hydroclimate in California’s Central Valley? Comparison of model results with ground and remote-sensing data

article

How well do CMIP5 climate simulations replicate historical trends and patterns of meteorological droughts?

Hydrologic Verification: A Call for Action and Collaboration

Hydrologic evaluation of satellite precipitation products over a mid-size basin

Hydrologic sciences and water resources management issues in a changing world

Hydrology Sessions, 1986 AGU Fall Meeting

scholarly article by soroosh sorooshian published 1987 in Eos

Hydrology of a Dynamic Earth - A Decadal Research Plan for Hydrologic Science

scholarly article published November 2007

Identification and application of physical and chemical parameters to predict indicator bacterial concentration in a small Californian creek.

scientific article published in June 2009

Identification of Water Demand Models From Noisy Data

Impact of field-calibrated vegetation parameters on GCM climate simulations

scholarly article by OMER L SEN et al published 15 April 2001 in Quarterly Journal of the Royal Meteorological Society

Impact of small-scale spatial rainfall variability on runoff modeling

article

Impacts of a Parameterization Deficiency on Offline and Coupled Land Surface Model Simulations

Improved representation of diurnal variability of rainfall retrieved from the Tropical Rainfall Measurement Mission Microwave Imager adjusted Precipitation Estimation From Remotely Sensed Information Using Artificial Neural Networks (PERSIANN) system

scientific article

Improved streamflow forecasting using self-organizing radial basis function artificial neural networks

scholarly article by Hamid Moradkhani et al published August 2004 in Journal of Hydrology

Improving Precipitation Estimation Using Convolutional Neural Network

scholarly article by Baoxiang Pan et al published 22 March 2019 in Water Resources Research

Improving the multi-objective evolutionary optimization algorithm for hydropower reservoir operations in the California Oroville–Thermalito complex

Improving the shuffled complex evolution scheme for optimization of complex nonlinear hydrological systems: Application to the calibration of the Sacramento soil-moisture accounting model

article

Influence of irrigation on land hydrological processes over California

article published in 2014

Influence of irrigation schemes used in regional climate models on evapotranspiration estimation: Results and comparative studies from California's Central Valley agricultural regions

article

Intercomparison of PERSIANN-CDR and TRMM-3B42V7 precipitation estimates at monthly and daily time scales

article

Intercomparison of Rain Gauge, Radar, and Satellite-Based Precipitation Estimates with Emphasis on Hydrologic Forecasting

article

Intercomparisons of ECMWF ERA and TOGA data with observations for the 1993 Great Flood

scholarly article

LMODEL: A Satellite Precipitation Methodology Using Cloud Development Modeling. Part I: Algorithm Construction and Calibration

article

MODEL CALIBRATION IN WATERSHED HYDROLOGY

scholarly article published August 2010

Measurement and analysis of small-scale convective storm rainfall variability

article

Merging high-resolution satellite-based precipitation fields and point-scale rain gauge measurements-A case study in Chile

article

Merging multiple precipitation sources for flash flood forecasting

Model study of soil-moisture influence on precipitation seesaw in the southern United States

scholarly article by JIANJUN XU published in October 2004

Modification of the National Weather Service Distributed Hydrologic Model for subsurface water exchanges between grids

Multi-model ensemble hydrologic prediction using Bayesian model averaging

article

Multi-objective global optimization for hydrologic models

article

Multicriteria calibration of hydrologic models

Multimodel Combination Techniques for Analysis of Hydrological Simulations: Application to Distributed Model Intercomparison Project Results

article

Multiple criteria global optimization for watershed model calibration

Object-Based Assessment of Satellite Precipitation Products

On the estimation of parameters for frequency domain models

article

On the simulation of infiltration- and saturation-excess runoff using radar-based rainfall estimates: Effects of algorithm uncertainty and pixel aggregation

article

Operational snow modeling: Addressing the challenges of an energy balance model for National Weather Service forecasts

article

Optimal use of the SCE-UA global optimization method for calibrating watershed models

article

PERSIANN-CDR: Daily Precipitation Climate Data Record from Multisatellite Observations for Hydrological and Climate Studies

article by Hamed Ashouri et al published January 2015 in Bulletin of the American Meteorological Society

PERSIANN-MSA: A Precipitation Estimation Method from Satellite-Based Multispectral Analysis

article

Parameter estimation of GOES precipitation index at different calibration timescales

scientific article published in 2000

Parameter estimation of rainfall-runoff models with heteroscedastic streamflow errors — The noninformative data case

article

Parameter, structure, and model performance evaluation for land-surface schemes

Precipitation Identification with Bispectral Satellite Information Using Deep Learning Approaches

scholarly article by Yumeng Tao et al published May 2017 in Journal of Hydrometeorology

Precipitation Prediction Skill for the West Coast United States: From Short to Extended Range

Preface

Quantifying the reliability of four global datasets for drought monitoring over a semiarid region

Quantitative Precipitation Nowcasting: A Lagrangian Pixel-Based Approach

REFAME: Rain Estimation Using Forward-Adjusted Advection of Microwave Estimates

article

RadarZ–RRelationship for Summer Monsoon Storms in Arizona

article

Rainfall Estimation Using a Cloud Patch Classification Map

Rainfall modeling for integrating radar information into hydrological model

scholarly article by Efrat Morin et al published January 2005 in Atmospheric Science Letters

Real-time national GPS networks for atmospheric sensing

Registering hydrologists

Relationship between atmospheric circulation and snowpack in the western USA

Reply [to “Comment on ‘Identification of water demand models from noisy data’ by Lov Kumar Kher and Soroosh Sorooshian”]

Reply to Comment by B. Renard et al. on “An integrated hydrologic Bayesian multimodel combination framework: Confronting input, parameter, and model structural uncertainty in hydrologic prediction”

Response surface parameter sensitivity analysis methods for postcalibration studies

article

Review of Parameterization and Parameter Estimation for Hydrologic Models

article

Satellite-based remote sensing estimation of precipitation for early warning systems

Satellites Track Precipitation of Super Typhoon Haiyan

Scientific Verification of Deterministic River Stage Forecasts

Seasonal Forecasts and Water Management in Arizona: A Case Study of the 1997–98 El Niño Event

Self-organizing nonlinear output (SONO): A neural network suitable for cloud patch-based rainfall estimation at small scales

Short-Range Probabilistic Quantitative Precipitation Forecasts over the Southwest United States by the RSM Ensemble System

Short-term Precipitation Forecast based on the PERSIANN system and the Long Short-Term Memory (LSTM) Deep Learning Algorithm

scholarly article by Ata Akbari Asanjan et al published 29 October 2018 in Journal of Geophysical Research: Atmospheres

Short-term quantitative precipitation forecasting using an object-based approach

Simulating California reservoir operation using the classification and regression-tree algorithm combined with a shuffled cross-validation scheme

article published in 2016

Snow Model Verification Using Ensemble Prediction and Operational Benchmarks

article

Soil moisture–precipitation feedback on the North American monsoon system in the MM5-OSU model

scholarly article by Jianjun Xu et al published 1 October 2004 in Quarterly Journal of the Royal Meteorological Society

Spatial characteristics of thunderstorm rainfall fields and their relation to runoff

Spatial patterns in thunderstorm rainfall events and their coupling with watershed hydrological response

article

Status of Automatic Calibration for Hydrologic Models: Comparison with Multilevel Expert Calibration

article

Stochastic parameter estimation procedures for hydrologie rainfall-runoff models: Correlated and heteroscedastic error cases

article

Summertime evaluation of REFAME over the Unites States for near real-time high resolution precipitation estimation

Surface water hydrology: On-line estimation

scholarly article by soroosh sorooshian published 1983 in Reviews of Geophysics

Synthesis of hydrologic and system sciences in the development of rainfall-runoff models

article

The Analysis of Structural Identifiability: Theory and Application to Conceptual Rainfall-Runoff Models

article

The Automatic Calibration of Conceptual Catchment Models Using Derivative-Based Optimization Algorithms

scholarly article by Vijai Kumar Gupta & soroosh sorooshian published April 1985 in Water Resources Research

The CHRS Data Portal, an easily accessible public repository for PERSIANN global satellite precipitation data

article by Phu Nguyen et al published 8 January 2019 in Scientific Data

The Challenges We Face: Panel Discussion on Data and Models

The Challenges We Face: Panel Discussion on Evapotranspiration

The Challenges We Face: Panel Discussion on Precipitation

The Challenges We Face: Panel Discussion on Runoff

The Challenges We Face: Panel Discussion on Snow

The challenge of predicting flash floods from thunderstorm rainfall.

scientific article published on July 2002

The distributed model intercomparison project – Phase 2: Experiment design and summary results of the western basin experiments

article

The estimation of fluid flow properties from the response of water levels in wells to the combined atmospheric and Earth tide forces

article

The relationship between data and the precision of parameter estimates of hydrologic models

article

The role of hydrograph indices in parameter estimation of rainfall-runoff models

To improve model soil moisture estimation in arid/semi-arid region using in situ and remote sensing information

Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods

article

Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information

article

Toward improved streamflow forecasts: value of semidistributed modeling

article

Trends of precipitation extreme indices over a subtropical semi-arid area using PERSIANN-CDR

U.S. CONTRIBUTIONS TO THE CEOP

article

Uncertainty assessment of hydrologic model states and parameters: Sequential data assimilation using the particle filter

article

Uncertainty quantification of satellite precipitation estimation and Monte Carlo assessment of the error propagation into hydrologic response

article

Uniqueness and observability of conceptual rainfall-runoff model parameters: The percolation process examined

article

Using Densely Distributed Soil Moisture Observations for Calibration of a Hydrologic Model

article

Verification of Probabilistic Quantitative Precipitation Forecasts over the Southwest United States during Winter 2002/03 by the RSM Ensemble System

article

Watershed rainfall forecasting using neuro-fuzzy networks with the assimilation of multi-sensor information