Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis
The present study reviews the publications that examine the application of machine learning
(ML) approaches in occupational accident analysis. The review process includes four …
(ML) approaches in occupational accident analysis. The review process includes four …
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 …
Habitat preferences of Italian freshwater fish: A systematic review of data availability for applications of the MesoHABSIM model
The MesoHABitat SImulation Model (MesoHABSIM) is the preferred method to calculate
spatio-temporal variation in the fish habitat availability in Italian rivers. With the aim of …
spatio-temporal variation in the fish habitat availability in Italian rivers. With the aim of …
Fish community responses to antecedent hydrological conditions based on long-term data in Mediterranean river basins (Iberian Peninsula)
R Fornaroli, R Muñoz-Mas, F Martinez-Capel - Science of the Total …, 2020 - Elsevier
In recent decades many studies have proven the paramount impact of flow regimes on the
structure of lotic ecosystems, both through extreme events (ie floods and droughts) but also …
structure of lotic ecosystems, both through extreme events (ie floods and droughts) but also …
Tree-based ensembles unveil the microhabitat suitability for the invasive bleak (Alburnus alburnus L.) and pumpkinseed (Lepomis gibbosus L.): Introducing XGBoost …
R Muñoz-Mas, E Gil-Martínez, FJ Oliva-Paterna… - Ecological …, 2019 - Elsevier
Abstract Random Forests (RFs) and Gradient Boosting Machines (GBMs) are popular
approaches for habitat suitability modelling in environmental flow assessment. However …
approaches for habitat suitability modelling in environmental flow assessment. However …
Determining the macroinvertebrate community indicators and relevant environmental predictors of the Hun-Tai River Basin (Northeast China): A study based on …
M Zhang, R Muñoz-Mas, F Martínez-Capel, X Qu… - Science of the Total …, 2018 - Elsevier
It is essential to understand the patterning of biota and environmental influencing factors for
proper rehabilitation and management at the river basin scale. The Hun-Tai River Basin was …
proper rehabilitation and management at the river basin scale. The Hun-Tai River Basin was …
Factors driving dispersal and habitat use of loggerhead sea turtle post-hatchlings and its conservational implications
Nesting events of loggerhead sea turtles (Caretta caretta) are on the rise in the Western
Mediterranean Sea, far from their usual nesting areas in the Mediterranean and Atlantic …
Mediterranean Sea, far from their usual nesting areas in the Mediterranean and Atlantic …
Input variable selection with a simple genetic algorithm for conceptual species distribution models: A case study of river pollution in Ecuador
Species distribution models (SDMs) have received increasing attention in freshwater
management to support decision making. Existing SDMs are mainly data-driven and often …
management to support decision making. Existing SDMs are mainly data-driven and often …
Reaffirming the Loma Mountains National Park in Sierra Leone as a critical site for the conservation of West African chimpanzee (Pan troglodytes verus)
G Molina‐Vacas, R Muñoz‐Mas… - American Journal of …, 2023 - Wiley Online Library
Abstract The population of West African chimpanzees (Pan troglodytes verus) is declining
rapidly mostly due to the impact of human activities and habitat loss. Sierra Leone harbors …
rapidly mostly due to the impact of human activities and habitat loss. Sierra Leone harbors …
Revisiting probabilistic neural networks: A comparative study with support vector machines and the microhabitat suitability for the Eastern Iberian chub (Squalius …
Abstract Probabilistic Neural Networks (PNNs) and Support Vector Machines (SVMs) are
flexible classification techniques suited to render trustworthy species distribution and habitat …
flexible classification techniques suited to render trustworthy species distribution and habitat …