Evolutionary algorithms for species distribution modelling: A review in the context of machine learning
Scientists and decision-makers need tools that can assess which specific pressures lead to
ecosystem deterioration, and which measures could reduce these pressures and/or limit …
ecosystem deterioration, and which measures could reduce these pressures and/or limit …
Accounting for flow intermittency in environmental flows design
River ecosystems world‐wide are affected by altered flow regimes, and advanced science
and practice of environmental flows have been developed to understand and reduce these …
and practice of environmental flows have been developed to understand and reduce these …
Multiple random forests modelling for urban water consumption forecasting
The precise forecasting of water consumption is the basis in water resources planning and
management. However, predicting water consumption fluctuations is complicated, given …
management. However, predicting water consumption fluctuations is complicated, given …
A conceptual framework for hydropeaking mitigation
Hydropower plants are an important source of renewable energy. In the near future, high-
head storage hydropower plants will gain further importance as a key element of large-scale …
head storage hydropower plants will gain further importance as a key element of large-scale …
Choice of climate data affects the performance and interpretation of species distribution models.
Climate is a core aspect of a species' niche that is frequently incorporated into species
distribution models (SDMs). The proliferation of readily accessible climate data is stimulating …
distribution models (SDMs). The proliferation of readily accessible climate data is stimulating …
Combining environmental DNA with remote sensing variables to map fish species distributions along a large river
Biodiversity loss in river ecosystems is much faster and more severe than in terrestrial
systems, and spatial conservation and restoration plans are needed to halt this erosion …
systems, and spatial conservation and restoration plans are needed to halt this erosion …
Niche overlap by invasion of Oncorhynchus mykiss on the habitat of its amphibian prey in central Mexico
The introduction of exotic species is one of the main leading factors in the decline and
extinction of amphibian populations worldwide. Reductions in the abundance and local …
extinction of amphibian populations worldwide. Reductions in the abundance and local …
Five fundamental ways in which complex food webs may spiral out of control
Abstract Theory suggests that increasingly long, negative feedback loops of many
interacting species may destabilize food webs as complexity increases. Less attention has …
interacting species may destabilize food webs as complexity increases. Less attention has …
Exploiting Sentinel-2 dataset to assess flow intermittency in non-perennial rivers
Abstract Knowledge about the frequency and duration of each flowing status of non-
perennial rivers is severely limited by the small number of streamflow gauges and reliable …
perennial rivers is severely limited by the small number of streamflow gauges and reliable …
[HTML][HTML] Modelling the potential distribution of an invasive mosquito species: comparative evaluation of four machine learning methods and their combinations
We tested four machine learning methods for their performance in the classification of
mosquito species occurrence related to weather variables: support vector machine, random …
mosquito species occurrence related to weather variables: support vector machine, random …