A comparison of artificial neural networks and random forests to predict native fish species richness in Mediterranean rivers

Freshwater biodiversity conservation: recent progress and future challenges

(2013) David L. Strayer et al.   JOURNAL OF THE NORTH AMERICAN BENTHOLOGICAL SOCIETY

Modelling native fish richness to evaluate the effects of hydromorphological changes and river restoration (Júcar River Basin, Spain)

(2012) Esther Julia Olaya-Marín et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Development and evaluation of a fish-based index to assess biological integrity of Mediterranean streams

(2011) Enric Aparicio et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

A comparison of modeling techniques to predict juvenile 0+ fish species occurrences in a large river system

(2011) J. Leclere et al.   Ecological Informatics

Application of a Random Forest algorithm to predict spatial distribution of the potential yield of Ruditapes philippinarum in the Venice lagoon, Italy

(2011) Simone Vincenzi et al.   ECOLOGICAL MODELLING

Hydrological Classification of Natural Flow Regimes to Support Environmental Flow Assessments in Intensively Regulated Mediterranean Rivers, Segura River Basin (Spain)

(2011) Oscar Belmar et al.   ENVIRONMENTAL MANAGEMENT

Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)

(2011) Wim Aertsen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Predicting fish assemblages and diversity in shallow lakes in the Yangtze River basin

(2011) Lin Cheng et al.   LIMNOLOGICA

Threatening processes and conservation management of endemic freshwater fish in the Mediterranean basin: a review

(2011) Virgilio Hermoso et al.   MARINE AND FRESHWATER RESEARCH

IMPLEMENTING ENVIRONMENTAL FLOWS IN COMPLEX WATER RESOURCES SYSTEMS - CASE STUDY: THE DUERO RIVER BASIN, SPAIN

(2011) J. Paredes-Arquiola et al.   RIVER RESEARCH AND APPLICATIONS

DEFINING MINIMUM ENVIRONMENTAL FLOWS AT REGIONAL SCALE: APPLICATION OF MESOSCALE HABITAT MODELS AND CATCHMENTS CLASSIFICATION

(2011) P. Vezza et al.   RIVER RESEARCH AND APPLICATIONS

HABITAT SUITABILITY MODELLING AT MESOHABITAT SCALE AND EFFECTS OF DAM OPERATION ON THE ENDANGERED JúCAR NASE, PARACHONDROSTOMA ARRIGONIS (RIVER CABRIEL, SPAIN)

(2011) R. M. S. Costa et al.   RIVER RESEARCH AND APPLICATIONS

Process-based Principles for Restoring River Ecosystems

(2010) Timothy J. Beechie et al.   BIOSCIENCE

BIODIVERSITY RESEARCH: Native and introduced fish species richness in Mediterranean streams: the role of multiple landscape influences

(2010) Ana F. Filipe et al.   DIVERSITY AND DISTRIBUTIONS

Comparing the sensitivity of diverse macroinvertebrate metrics to a multiple stressor gradient in Mediterranean streams and its influence on the assessment of ecological status

(2010) M.M. Sánchez-Montoya et al.   ECOLOGICAL INDICATORS

Case study: Comparing the use of nonlinear discriminating analysis and Artificial Neural Networks in the classification of three fish species: acaras (Geophagus brasiliensis), tilapias (Tilapia rendalli) and mullets (Mugil liza)

(2010) R.A. Hauser-Davis et al.   Ecological Informatics

A comparison of supervised learning techniques in the classification of bat echolocation calls

(2010) David W. Armitage et al.   Ecological Informatics

Classification in conservation biology: A comparison of five machine-learning methods

(2010) Christian Kampichler et al.   Ecological Informatics

A heuristic approach to predicting water beetle diversity in temporary and fluctuating waters

(2010) Juan C. Gutiérrez-Estrada et al.   ECOLOGICAL MODELLING

Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests

(2010) Wim Aertsen et al.   ECOLOGICAL MODELLING

Quantifying Bufo boreas connectivity in Yellowstone National Park with landscape genetics

(2010) Melanie A. Murphy et al.   ECOLOGY

Data-driven fuzzy habitat suitability models for brown trout in Spanish Mediterranean rivers

(2010) A.M. Mouton et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Predictive mapping of reef fish species richness, diversity and biomass in Zanzibar using IKONOS imagery and machine-learning techniques

(2010) Anders Knudby et al.   REMOTE SENSING OF ENVIRONMENT

Predicting assemblages and species richness of endemic fish in the upper Yangtze River

(2010) Yongfeng He et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Low Flows Regionalization in North-Western Italy

(2010) Paolo Vezza et al.   WATER RESOURCES MANAGEMENT

Use of different approaches to model presence/absence of Salmo marmoratus in Piedmont (Northwestern Italy)

(2009) Tina Tirelli et al.   Ecological Informatics

Artificial neural network modeling of the river water quality—A case study

(2009) Kunwar P. Singh et al.   ECOLOGICAL MODELLING

Scientific uncertainty and the assessment of risks posed by non-native freshwater fishes

(2009) F Leprieur et al.   FISH AND FISHERIES

The ecological limits of hydrologic alteration (ELOHA): a new framework for developing regional environmental flow standards

(2009) N. LEROY POFF et al.   FRESHWATER BIOLOGY

Gradient modeling of conifer species using random forests

(2009) Jeffrey S. Evans et al.   LANDSCAPE ECOLOGY

Machine Learning Methods Without Tears: A Primer for Ecologists

(2008) Julian D. Olden et al.   QUARTERLY REVIEW OF BIOLOGY

Use of decision tree and artificial neural network approaches to model presence/absence ofTelestes muticellusin piedmont (North-Western Italy)

(2008) Tina Tirelli et al.   RIVER RESEARCH AND APPLICATIONS

WFD Indicators and Definition of the Ecological Status of Rivers

(2008) R. Carballo et al.   WATER RESOURCES MANAGEMENT