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 …
Understanding heavy tails of flood peak distributions
Statistical distributions of flood peak discharge often show heavy tail behavior, that is,
extreme floods are more likely to occur than would be predicted by commonly used …
extreme floods are more likely to occur than would be predicted by commonly used …
Enhancing streamflow forecast and extracting insights using long‐short term memory networks with data integration at continental scales
Recent observations with varied schedules and types (moving average, snapshot, or
regularly spaced) can help to improve streamflow forecasts, but it is challenging to integrate …
regularly spaced) can help to improve streamflow forecasts, but it is challenging to integrate …
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 …
A novel attention-based LSTM cell post-processor coupled with bayesian optimization for streamflow prediction
Streamflow forecasting is critical for real-time water resources management and flood early
warning. In this study, we introduce a novel attention-based Long-Short Term Memory …
warning. In this study, we introduce a novel attention-based Long-Short Term Memory …
[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 …
Dominant flood generating mechanisms across the United States
River flooding can have severe societal, economic, and environmental consequences.
However, limited understanding of the regional differences in flood‐generating mechanisms …
However, limited understanding of the regional differences in flood‐generating mechanisms …
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 …
A brief analysis of conceptual model structure uncertainty using 36 models and 559 catchments
The choice of hydrological model structure, that is, a model's selection of states and fluxes
and the equations used to describe them, strongly controls model performance and realism …
and the equations used to describe them, strongly controls model performance and realism …
Determining the hydrological responses to climate variability and land use/cover change in the Loess Plateau with the Budyko framework
G Gao, B Fu, S Wang, W Liang, X Jiang - Science of the Total Environment, 2016 - Elsevier
Understanding and quantifying the impacts of land use/cover change and climate variability
on hydrological responses are important to the design of water resources and land use …
on hydrological responses are important to the design of water resources and land use …