Assessing the accuracy of predictive models for numerical data: Not r nor r2, why not? Then what?

Application of random forest, generalised linear model and their hybrid methods with geostatistical techniques to count data: Predicting sponge species richness

(2017) Jin Li et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Assessing spatial predictive models in the environmental sciences: Accuracy measures, data variation and variance explained

(2016) Jin Li   ENVIRONMENTAL MODELLING & SOFTWARE

Assessment of three dimensionless measures of model performance

(2015) Cort J. Willmott et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Characterising performance of environmental models

(2012) Neil D. Bennett et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A refined index of model performance: a rejoinder

(2012) David R. Legates et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

A cokriging based approach to reconstruct air pollution maps, processing measurement station concentrations and deterministic model simulations

(2011) Vikas Singh et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A refined index of model performance

(2011) Cort J. Willmott et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Measuring and comparing the accuracy of species distribution models with presence-absence data

(2010) Canran Liu et al.   ECOGRAPHY

A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors

(2010) Jin Li et al.   Ecological Informatics

Spatial Predictions of Cover Attributes of Rangeland Ecosystems Using Regression Kriging and Remote Sensing

(2010) Jason W. Karl   Rangeland Ecology & Management

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

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

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Ambiguities inherent in sums-of-squares-based error statistics

(2008) Cort J. Willmott et al.   ATMOSPHERIC ENVIRONMENT