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 …
Increasing maximum lake surface temperature under climate change
Annual maximum lake surface temperature influences ecosystem structure and function and,
in particular, the rates of metabolic activities, species survival and biogeography. Here, we …
in particular, the rates of metabolic activities, species survival and biogeography. Here, we …
A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave
In 2018, Europe experienced one of the most severe heatwaves ever recorded. This
extreme event's impact on lake surface water temperature (LSWT) in Polish lakes has …
extreme event's impact on lake surface water temperature (LSWT) in Polish lakes has …
Threshold responses of riverine fish communities to land use conversion across regions of the world
The growing human enterprise has sparked greater interest in identifying ecological
thresholds in land use conversion beyond which populations or communities demonstrate …
thresholds in land use conversion beyond which populations or communities demonstrate …
Increasing water temperature of the largest freshwater lake on the Mediterranean islands as an indicator of global warming
Ž Brkić - Heliyon, 2023 - cell.com
Global warming has been monitored for many years. The increase in air temperature and
changes in the distribution and frequency of high temperatures are recorded continually …
changes in the distribution and frequency of high temperatures are recorded continually …
[HTML][HTML] Establishing riverine nutrient criteria using individual taxa thresholds
AD Canning, RG Death - Water Research, 2023 - Elsevier
Nutrient enrichment is one of the most pervasive impacts on aquatic ecosystems globally.
Approaches to establish nutrient criteria that safeguard aquatic ecosystem health are highly …
Approaches to establish nutrient criteria that safeguard aquatic ecosystem health are highly …
An epilimnion and hypolimnion temperature model based on air temperature and lake characteristics
Water temperature is an essential ecological variable that influences life beings at several
organizational levels, but its monitoring at the regional level is costly. An alternative is using …
organizational levels, but its monitoring at the regional level is costly. An alternative is using …
Establishing ecologically-relevant nutrient thresholds: a tool-kit with guidance on its use
MG Kelly, G Phillips, H Teixeira, G Várbíró… - Science of the Total …, 2022 - Elsevier
One key component of any eutrophication management strategy is establishment of realistic
thresholds above which negative impacts become significant and provision of ecosystem …
thresholds above which negative impacts become significant and provision of ecosystem …
Best practice for establishing nutrient concentrations to support good ecological status
G Phillips, M Kelly, H Teixeira, F Salas, G Free… - 2018 - archimer.ifremer.fr
The EU Member States, Norway and the European Commission in 2000 have jointly
developed a common implementation strategy (CIS) for implementing Directive 2000/60/EC …
developed a common implementation strategy (CIS) for implementing Directive 2000/60/EC …
The increasing of maximum lake water temperature in lowland lakes of Central Europe: case study of the Polish Lakeland
The paper presents the results of time-related changes in maximum temperatures in lakes.
The analysis was carried out on the basis of 9 lakes located in the northern part of Poland …
The analysis was carried out on the basis of 9 lakes located in the northern part of Poland …