Regionalization of hydrological modeling for predicting streamflow in ungauged catchments: A comprehensive review
Runoff prediction in ungauged and scarcely gauged catchments is a key research field in
surface water hydrology. There have been numerous studies before and since the launch of …
surface water hydrology. There have been numerous studies before and since the launch of …
A review of hydrologic signatures and their applications
HK McMillan - Wiley Interdisciplinary Reviews: Water, 2021 - Wiley Online Library
Hydrologic signatures are quantitative metrics or indices that describe statistical or
dynamical properties of hydrologic data series, primarily streamflow. Hydrologic signatures …
dynamical properties of hydrologic data series, primarily streamflow. Hydrologic signatures …
[HTML][HTML] Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network
Abstract Long Short-Term Memory (LSTM) networks have been applied to daily discharge
prediction with remarkable success. Many practical applications, however, require …
prediction with remarkable success. Many practical applications, however, require …
The CAMELS data set: catchment attributes and meteorology for large-sample studies
We present a new data set of attributes for 671 catchments in the contiguous United States
(CONUS) minimally impacted by human activities. This complements the daily time series of …
(CONUS) minimally impacted by human activities. This complements the daily time series of …
[HTML][HTML] The CAMELS-CL dataset: catchment attributes and meteorology for large sample studies–Chile dataset
C Alvarez-Garreton, PA Mendoza… - Hydrology and Earth …, 2018 - hess.copernicus.org
We introduce the first catchment dataset for large sample studies in Chile. This dataset
includes 516 catchments; it covers particularly wide latitude (17.8 to 55.0∘ S) and elevation …
includes 516 catchments; it covers particularly wide latitude (17.8 to 55.0∘ S) and elevation …
A ranking of hydrological signatures based on their predictability in space
Hydrological signatures are now used for a wide range of purposes, including catchment
classification, process exploration, and hydrological model calibration. The recent boost in …
classification, process exploration, and hydrological model calibration. The recent boost in …
[HTML][HTML] On the choice of calibration metrics for “high-flow” estimation using hydrologic models
Calibration is an essential step for improving the accuracy of simulations generated using
hydrologic models. A key modeling decision is selecting the performance metric to be …
hydrologic models. A key modeling decision is selecting the performance metric to be …
HESS Opinions: The complementary merits of competing modelling philosophies in hydrology
M Hrachowitz, MP Clark - Hydrology and Earth System …, 2017 - hess.copernicus.org
In hydrology, two somewhat competing philosophies form the basis of most process-based
models. At one endpoint of this continuum are detailed, high-resolution descriptions of small …
models. At one endpoint of this continuum are detailed, high-resolution descriptions of small …
CAMELS-GB: hydrometeorological time series and landscape attributes for 671 catchments in Great Britain
We present the first large-sample catchment hydrology dataset for Great Britain, CAMELS-
GB (Catchment Attributes and MEteorology for Large-sample Studies). CAMELS-GB collates …
GB (Catchment Attributes and MEteorology for Large-sample Studies). CAMELS-GB collates …
Global evaluation of runoff from 10 state-of-the-art hydrological models
Observed streamflow data from 966 medium sized catchments (1000–5000 km 2) around
the globe were used to comprehensively evaluate the daily runoff estimates (1979–2012) of …
the globe were used to comprehensively evaluate the daily runoff estimates (1979–2012) of …