Standout Papers
Citation Impact
Citing Papers
Making better M axent models of species distributions: complexity, overfitting and evaluation
2013
WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas
2017 Standout
SINA: Accurate high-throughput multiple sequence alignment of ribosomal RNA genes
2012 Standout
Crippling life support for SARS-CoV-2 and other viruses through synthetic lethality
2020 StandoutNobel
Accelerating extinction risk from climate change
2015 StandoutScience
Assessing transferability of ecological models: an underappreciated aspect of statistical validation
2012
Finite-Sample Equivalence of Several Statistical Models for Presence-Only Data
2012
Generative and Discriminative Learning with Unknown Labeling Bias
2008
Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
Pollution exacerbates China’s water scarcity and its regional inequality
2020 Standout
Physical water scarcity metrics for monitoring progress towards SDG target 6.4: An evaluation of indicator 6.4.2 “Level of water stress”
2017
Modelling and predicting fungal distribution patterns using herbarium data
2008
To boldly go where no volunteer has gone before: predicting volunteer activity to prioritize surveys at the landscape scale
2012
Presence‐Only Data and the EM Algorithm
2008
Harnessing the world's biodiversity data: promise and peril in ecological niche modeling of species distributions
2012
RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY
2007 Standout
POC plots: calibrating species distribution models with presence‐only data
2010
Predicting species distribution: offering more than simple habitat models
2005 Standout
Building Statistical Models To Analyze Species Distributions
2006
Uses and misuses of bioclimatic envelope modeling
2012
Rebuilding community ecology from functional traits
2006 Standout
The global distribution and burden of dengue
2013 StandoutNature
The performance and potential of protected areas
2014 StandoutNature
Do pseudo-absence selection strategies influence species distribution models and their predictions? An information-theoretic approach based on simulated data
2009
Cross‐validation of species distribution models: removing spatial sorting bias and calibration with a null model
2012
The Effects of Sampling Bias and Model Complexity on the Predictive Performance of MaxEnt Species Distribution Models
2013
Climate change and evolutionary adaptation
2011 StandoutNature
Predicted global distribution of Burkholderia pseudomallei and burden of melioidosis
2016 Standout
The current and future global distribution and population at risk of dengue
2019
SoilGrids250m: Global gridded soil information based on machine learning
2017 Standout
Ensemble forecasting of species distributions
2006 Standout
A working guide to boosted regression trees
2008 Standout
Adaptation, migration or extirpation: climate change outcomes for tree populations
2008 Standout
Spatial modelling of disease using data- and knowledge-driven approaches
2011
Abundance and the Environmental Niche: Environmental Suitability Estimated from Niche Models Predicts the Upper Limit of Local Abundance
2009
Belowground biodiversity and ecosystem functioning
2014 StandoutNature
Proceedings of the international workshop on Ribosomal RNA technology, April 7–9, 2008, Bremen, Germany
2008
Not as good as they seem: the importance of concepts in species distribution modelling
2008
Opening the black box: an open‐source release of Maxent
2017 Standout
Effects of sample size on the performance of species distribution models
2008 Standout
Modelling Species Diversity Through Species Level Hierarchical Modelling
2004
Köppen's climate classification map for Brazil
2013 Standout
Assessing the impacts of climate change and land transformation on Banksia in the South West Australian Floristic Region
2009
Predicting species distributions from checklist data using site‐occupancy models
2010
Species-specific traits associated to prediction errors in bird habitat suitability modelling
2005
Niches and distributional areas: Concepts, methods, and assumptions
2009
SWAT: Model Use, Calibration, and Validation
2012 Standout
Point process models for presence‐only analysis
2015
Spatially autocorrelated sampling falsely inflates measures of accuracy for presence‐only niche models
2009
A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests
2009 Standout
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
2012 Standout
Model‐based uncertainty in species range prediction
2006
Changes in Seagrass Cover on Success and Parmelia Banks, Western Australia Between 1965 and 1995
2000
The influence of spatial errors in species occurrence data used in distribution models
2007
Using species distribution models to predict new occurrences for rare plants
2009
Dispersal, disturbance and the contrasting biogeographies of New Zealand’s diadromous and non‐diadromous fish species
2008
Choice of predictor variables as a source of uncertainty in continental-scale species distribution modelling under climate change
2011
2014 Standout
Predicting reptile distributions at the mesoscale: relation to climate and topography
2003
Evaluation of statistical models used for predicting plant species distributions: Role of artificial data and theory
2006
Climatic growing conditions of Jatropha curcas L.
2009
MaxEnt versus MaxLike: empirical comparisons with ant species distributions
2013
Spatial prediction of species’ distributions from occurrence-only records: combining point pattern analysis, ENFA and regression-kriging
2009
Presence‐absence versus presence‐only modelling methods for predicting bird habitat suitability
2004
Generalized linear and generalized additive models in studies of species distributions: setting the scene
2002 Standout
How much do we overestimate future local extinction rates when restricting the range of occurrence data in climate suitability models?
2010
Improving niche and range estimates with Maxent and point process models by integrating spatially explicit information
2016
A continental-scale hydrology and water quality model for Europe: Calibration and uncertainty of a high-resolution large-scale SWAT model
2015 Standout
ORIGINAL ARTICLE: Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar
2006 Standout
Accelerating loss of seagrasses across the globe threatens coastal ecosystems
2009 Standout
A fuzzy classification technique for predicting species’ distributions: applications using invasive alien plants and indigenous insects
2004
Predicting tree distributions in an East African biodiversity hotspot: model selection, data bias and envelope uncertainty
2008
A Significant Upward Shift in Plant Species Optimum Elevation During the 20th Century
2008 StandoutScience
Maximum entropy modeling of species geographic distributions
2005 Standout
Equilibrium modeling of alpine plant distribution: how far can we go?
2000
Selecting thresholds of occurrence in the prediction of species distributions
2005 Standout
Maxent is not a presence–absence method: a comment on Thibaud et al.
2014
Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know?
2009
Modelling horses for novel climate courses: insights from projecting potential distributions of native and alien Australian acacias with correlative and mechanistic models
2011
Sampling in ecology and evolution – bridging the gap between theory and practice
2010
Applications and limitations of museum data for conservation and ecology, with particular attention to species distribution models
2010
A practical guide to MaxEnt for modeling species' distributions: what it does, and why inputs and settings matter
2013 Standout
Taxonomist survey biases and the unveiling of biodiversity patterns
2008
Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)
2006 Standout
Global Biodiversity Conservation Priorities
2006 StandoutScience
Projected large-scale range reductions of northern-boreal land bird species due to climate change
2008
Predicting global change impacts on plant species’ distributions: Future challenges
2007
The use of chronosequences in studies of ecological succession and soil development
2010
Using Maxent to model the historic distributions of stonefly species in Illinois streams: The effects of regularization and threshold selections
2013
Disregarding topographical heterogeneity biases species turnover assessments based on bioclimatic models
2007
Climate change threats to plant diversity in Europe
2005 Standout
An evaluation of methods for modelling distribution of Patagonian insects
2009
Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. I. Species-level modelling
2002
The art of modelling range-shifting species
2010 Standout
The effect of the extent of the study region on GIS models of species geographic distributions and estimates of niche evolution: preliminary tests with montane rodents (genus Nephelomys) in Venezuela
2010
Estimating optimal complexity for ecological niche models: A jackknife approach for species with small sample sizes
2013
The toad ahead: challenges of modelling the range and spread of an invasive species
2008
The biodiversity of species and their rates of extinction, distribution, and protection
2014 StandoutScience
Selecting pseudo‐absences for species distribution models: how, where and how many?
2012 Standout
Extended statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. II. Community-level modelling
2002
Point Pattern Modelling for Degraded Presence-Only Data Over Large Regions
2011
MANAGING LANDSCAPES FOR CONSERVATION UNDER UNCERTAINTY
2005
Climate warming and the decline of amphibians and reptiles in Europe
2006
Threshold criteria for conversion of probability of species presence to either–or presence–absence
2007
Species-specific tuning increases robustness to sampling bias in models of species distributions: An implementation with Maxent
2011
Modelling ecological niches with support vector machines
2006
Botanical richness and endemicity patterns of Borneo derived from species distribution models
2009
I can't define the niche but I know it when I see it: a formal link between statistical theory and the ecological niche
2009
Developing landscape habitat models for rare amphibians with small geographic ranges: a case study of Siskiyou Mountains salamanders in the western USA
2007
The uncertain nature of absences and their importance in species distribution modelling
2010
spThin: an R package for spatial thinning of species occurrence records for use in ecological niche models
2015
Predicted impact of climate change on European bats in relation to their biogeographic patterns
2009
Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation
2008 Standout
Exploring the effects of quantity and location of pseudo-absences and sampling biases on the performance of distribution models with limited point occurrence data
2010
Uncertainty in ensemble forecasting of species distribution
2009
Major current and future gaps of Brazilian reserves to protect Neotropical savanna birds
2009
Distribution modelling and statistical phylogeography: an integrative framework for generating and testing alternative biogeographical hypotheses
2007
Predicting tree species presence and basal area in Utah: A comparison of stochastic gradient boosting, generalized additive models, and tree-based methods
2006
Spatial modelling of biodiversity at the community level
2006
Promising the future? Global change projections of species distributions
2007
Habitat suitability modelling and niche theory
2008
Correlation and process in species distribution models: bridging a dichotomy
2012
Analysing botanical collecting effort in Amazonia and correcting for it in species range estimation
2007
Presence‐only modelling using MAXENT : when can we trust the inferences?
2012
Where will species go? Incorporating new advances in climate modelling into projections of species distributions
2007
Incorporating model complexity and spatial sampling bias into ecological niche models of climate change risks faced by 90 C alifornia vertebrate species of concern
2013
Species distribution modelling—Effect of design and sample size of pseudo-absence observations
2011
Are niche‐based species distribution models transferable in space?
2006
Grid based calibration of SWAT hydrological models
2012
A statistical explanation of MaxEnt for ecologists
2010 Standout
Evaluation of consensus methods in predictive species distribution modelling
2008
Mapping More of Terrestrial Biodiversity for Global Conservation Assessment
2004
An improved approach for predicting the distribution of rare and endangered species from occurrence and pseudo‐absence data
2004
Measuring and comparing the accuracy of species distribution models with presence–absence data
2010
BIOMOD – optimizing predictions of species distributions and projecting potential future shifts under global change
2003
Species distribution models and ecological theory: A critical assessment and some possible new approaches
2006
Comparative interpretation of count, presence–absence and point methods for species distribution models
2011
Modelling distribution and abundance with presence‐only data
2005
Niche Conservatism: Integrating Evolution, Ecology, and Conservation Biology
2005 Standout
Modeling a spatially restricted distribution in the Neotropics: How the size of calibration area affects the performance of five presence-only methods
2009
Prediction and validation of the potential global distribution of a problematic alien invasive species — the American bullfrog
2007
Point pattern modelling for degraded presence-only data over large regions
2011
Modelling the potential geographic distribution of invasive ant species in New Zealand
2006
On the brink of extinction? How climate change may affect global chelonian species richness and distribution
2011
Species Distribution Models: Ecological Explanation and Prediction Across Space and Time
2009 Standout
Bias correction in species distribution models: pooling survey and collection data for multiple species
2014
A new habitat availability index to integrate connectivity in landscape conservation planning: Comparison with existing indices and application to a case study
2007 Standout
Assessing the effects of pseudo-absences on predictive distribution model performance
2007
FACTORS AFFECTING SPECIES DISTRIBUTION PREDICTIONS: A SIMULATION MODELING EXPERIMENT
2005
Five (or so) challenges for species distribution modelling
2006
Global distribution maps of the leishmaniases
2014
Climate change and marine molluscs of the western North Atlantic: future prospects and perils
2014
The derivation of species response curves with Gaussian logistic regression is sensitive to sampling intensity and curve characteristics
2006
Comparing models for predicting species’ potential distributions: a case study using correlative and mechanistic predictive modelling techniques
2003
Error and uncertainty in habitat models
2006
Evaluating resource selection functions
2002 Standout
Spatial filtering to reduce sampling bias can improve the performance of ecological niche models
2014
The ability of climate envelope models to predict the effect of climate change on species distributions
2006
Methods and uncertainties in bioclimatic envelope modelling under climate change
2006
Predictive habitat distribution models in ecology
2000 Standout
Avian distributions under climate change: towards improved projections
2010
Works of Anthony Lehmann being referenced
Improving generalized regression analysis for the spatial prediction of forest communities
2006
Sample selection bias and presence‐only distribution models: implications for background and pseudo‐absence data
2009 Standout
GRASP: generalized regression analysis and spatial prediction
2002
Blue water scarcity in the Black Sea catchment: Identifying key actors in the water-ecosystem-energy-food nexus
2016
Modeling spatial distribution of amphibian populations: a GIS approach based on habitat matrix permeability
2002
Information pyramids for informed biodiversity conservation
2002
Grid based data processing tools and applications for black sea catchment basin
2011
Contribution of GIS to submerged macrophyte biomass estimation and community structure modeling, Lake Geneva, Switzerland
1994
Geographic information systems and remote sensing in aquatic botany
1997
Assessing New Zealand fern diversity from spatial predictions of species assemblages
2002
Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns
2002
Using Niche‐Based Models to Improve the Sampling of Rare Species
2006
Lifting the Information Barriers to Address Sustainability Challenges with Data from Physical Geography and Earth Observation
2017
A parallelization framework for calibration of hydrological models
2012
Regression models for spatial prediction: their role for biodiversity and conservation
2002
GIS modeling of submerged macrophyte distribution using Generalized Additive Models
1998
GRASP: generalized regression analysis and spatial prediction
2003
Macrobenthic invertebrate richness and composition along a latitudinal gradient of European glacier‐fed streams
2001
Making better biogeographical predictions of species’ distributions
2006
Vegetation and peat characteristics in the development of lowland restiad peat bogs, North Island, New Zealand
2004
A GIS approach of aquatic plant spatial heterogeneity in relation to sediment and depth gradients, Lake Geneva, Switzerland
1997