A brief review of random forests for water scientists and practitioners and their recent history in water resources
Random forests (RF) is a supervised machine learning algorithm, which has recently started
to gain prominence in water resources applications. However, existing applications are …
to gain prominence in water resources applications. However, existing applications are …
Resilient riverine social–ecological systems: A new paradigm to meet global conservation targets
Abstract The United Nations' Convention on Biological Diversity set forth the 30× 30 target,
an agenda for countries to protect at least 30% of their terrestrial, inland water, and coastal …
an agenda for countries to protect at least 30% of their terrestrial, inland water, and coastal …
Hydrology: The interdisciplinary science of water
We live in a world where biophysical and social processes are tightly coupled. Hydrologic
systems change in response to a variety of natural and human forces such as climate …
systems change in response to a variety of natural and human forces such as climate …
Eutrophication risk assessment considering joint effects of water quality and water quantity for a receiving reservoir in the South-to-North Water Transfer Project, China
N Zang, J Zhu, X Wang, Y Liao, G Cao, C Li… - Journal of Cleaner …, 2022 - Elsevier
Evaluating the eutrophication risk of a receiving reservoir is crucial for scientific water
transfer schemes. However mega water transfer projects would greatly affect both water …
transfer schemes. However mega water transfer projects would greatly affect both water …
Continental-scale streamflow modeling of basins with reservoirs: Towards a coherent deep-learning-based strategy
A large fraction of major waterways have dams influencing streamflow, which must be
accounted for in large-scale hydrologic modeling. However, daily streamflow prediction for …
accounted for in large-scale hydrologic modeling. However, daily streamflow prediction for …
Dam effects on downstream riparian wetlands: the Nenjiang River, Northeast China
Many studies have found that damming a river can change downstream hydrology, sediment
transport, channel morphology, and fish habitat. However, little is known about river dam …
transport, channel morphology, and fish habitat. However, little is known about river dam …
Classification of US hydropower dams by their modes of operation
A key challenge to understanding ecohydrologic responses to dam regulation is the
absence of a universally transferable classification framework for how dams operate. In the …
absence of a universally transferable classification framework for how dams operate. In the …
Assessment of large-scale patterns of hydrological alteration caused by dams
Nowadays, alteration of the natural flow regime is considered one the most widespread and
damaging impacts for river ecosystems. Hence, increasing our understanding of large-scale …
damaging impacts for river ecosystems. Hence, increasing our understanding of large-scale …
Spectral signatures of flow regime alteration by dams across the United States
River scientists strive to understand how streamflow regimes vary across space and time
because it is fundamental to predicting the impacts of climate change and human activities …
because it is fundamental to predicting the impacts of climate change and human activities …
Machine learning for energy-water nexus: challenges and opportunities
Modeling the interactions of water and energy systems is important to the enforcement of
infrastructure security and system sustainability. To this end, recent technological …
infrastructure security and system sustainability. To this end, recent technological …