Surrogate modeling, also called metamodeling, has evolved and been extensively used
over the past decades. A wide variety of methods and tools have been introduced for …

During the last two decades, the water resources planning and management profession has
seen a dramatic increase in the development and application of various types of …

The data-driven modern era has enabled the collection of large amounts of biomedical and
clinical data. DNA microarray gene expression datasets have mainly gained significant …

With rivers in critical regions already exploited to capacity throughout the world and
groundwater overdraft as well as large‐scale contamination occurring in many areas, we …

Monthly streamflow prediction can offer important information for optimal management of
water resources, flood mitigation, and drought warning. The semi-humid and semi-arid Wei …

Rainfall-Runoff Modelling: The Primer, Second Edition is the follow-up of this popular and
authoritative text, first published in 2001. The book provides both a primer for the novice and …

The successful application of a conceptual rainfall‐runoff (CRR) model depends on how
well it is calibrated. Despite the popularity of CRR models, reports in the literature indicate …

The usefulness of a hydrologic model depends on how well the model is calibrated.
Therefore, the calibration procedure must be conducted carefully to maximize the reliability …

The difficulties involved in calibrating conceptual watershed models have, in the past, been
partly attributable to the lack of robust optimization tools. Recently, a global optimization …

This study examines whether deep learning models can produce reliable future projections
of streamflow under warming. We train a regional long short‐term memory network (LSTM) …