Towards a framework for terrain attribute selection in environmental studies
暂无分享,去创建一个
Craig J. Brown | Rodolphe Devillers | Craig J. Brown | Vanessa Lucieer | Vincent Lecours | Alvin E. Simms | R. Devillers | V. Lucieer | C. Brown | V. Lecours | A. Simms
[1] K. Jones. A comparison of algorithms used to compute hill slope as a property of the DEM , 1998 .
[2] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[3] J. Pohlmann,et al. Parallel Analysis: a method for determining significant principal components , 1995 .
[4] W. Velicer,et al. Comparison of five rules for determining the number of components to retain. , 1986 .
[5] P. Legendre. Spatial Autocorrelation: Trouble or New Paradigm? , 1993 .
[6] Donald A. Jackson,et al. Variable selection in large environmental data sets using principal components analysis , 1999 .
[7] B P O'Connor,et al. SPSS and SAS programs for determining the number of components using parallel analysis and Velicer’s MAP test , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.
[8] J. M. Sappington,et al. Quantifying Landscape Ruggedness for Animal Habitat Analysis: A Case Study Using Bighorn Sheep in the Mojave Desert , 2007 .
[9] Craig J. Brown,et al. Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques , 2011 .
[10] Y. Wiersma,et al. Introduction. Landscape Modeling of Species and Their Habitats: History, Uncertainty, and Complexity , 2011 .
[11] Berthold K. P. Horn,et al. Hill shading and the reflectance map , 1981, Proceedings of the IEEE.
[12] Neil Stuart,et al. ArcGeomorphometry: A toolbox for geomorphometric characterisation of DEMs in the ArcGIS environment , 2015, Comput. Geosci..
[13] R. Cattell. The Scientific Use of Factor Analysis in Behavioral and Life Sciences , 2012 .
[14] T. Keitt. Spectral representation of neutral landscapes , 2004, Landscape Ecology.
[15] M. Graham. CONFRONTING MULTICOLLINEARITY IN ECOLOGICAL MULTIPLE REGRESSION , 2003 .
[16] Simon J. Pittman,et al. Using Lidar Bathymetry and Boosted Regression Trees to Predict the Diversity and Abundance of Fish and Corals , 2009 .
[17] V. Dimri. Fractals in Geophysics and Seismology: An Introduction , 2005 .
[18] S. Stafford,et al. Multivariate Statistics for Wildlife and Ecology Research , 2000, Springer New York.
[19] Andrew K. Skidmore,et al. A comparison of techniques for calculating gradient and aspect from a gridded digital elevation model , 1989, Int. J. Geogr. Inf. Sci..
[20] Bruce T. Milne,et al. Spatial Aggregation and Neutral Models in Fractal Landscapes , 1992, The American Naturalist.
[21] Howard B. Lee,et al. A first course in factor analysis , 1973 .
[22] Mark Zimmermann,et al. A bottom-up methodology for integrating underwater video and acoustic mapping for seafloor substrate classification , 2007 .
[23] S. Hartley,et al. Uses and abuses of fractal methodology in ecology , 2004 .
[24] B. Thompson,et al. Factor Analytic Evidence for the Construct Validity of Scores: A Historical Overview and Some Guidelines , 1996 .
[25] Anthony W. King,et al. The Use and Misuse of Neutral Landscape Models in Ecology , 1997 .
[26] J. Elith,et al. Species Distribution Models: Ecological Explanation and Prediction Across Space and Time , 2009 .
[27] H. Kaiser. The varimax criterion for analytic rotation in factor analysis , 1958 .
[28] Peter Pfeifer,et al. Fractal dimension as working tool for surface-roughness problems , 1984 .
[29] Lawrence W. Martz,et al. Using digital terrain analysis modeling techniques for the parameterization of a hydrologic model , 2002, Environ. Model. Softw..
[30] Graciela Metternicht,et al. Geomorphometric landscape analysis using a semi-automated GIS-approach , 2008, Environ. Model. Softw..
[31] Vanessa Lucieer,et al. A review of marine geomorphometry, the quantitative study of the seafloor , 2016 .
[32] A. Buja,et al. Remarks on Parallel Analysis. , 1992, Multivariate behavioral research.
[33] N. Tate. Estimating the fractal dimension of synthetic topographic surfaces , 1998 .
[34] Michael J. Collins,et al. The effect of error in gridded digital elevation models on the estimation of topographic parameters , 2006, Environ. Model. Softw..
[35] J. Nunnally. Psychometric Theory (2nd ed), New York: McGraw-Hill. , 1978 .
[36] Damaris Zurell,et al. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance , 2013 .
[37] Lin Song,et al. Comparison of co-expression measures: mutual information, correlation, and model based indices , 2012, BMC Bioinformatics.
[38] J. Brock,et al. A Multiscale Analysis of Coral Reef Topographic Complexity Using Lidar-Derived Bathymetry , 2009 .
[39] A. Davies,et al. Predicting the distribution of vulnerable marine ecosystems in the deep sea using presence-background models , 2014 .
[40] Ants in Labyrinths and Other Fractal Excursions , 1984 .
[41] R. Henson,et al. Use of Exploratory Factor Analysis in Published Research , 2006 .
[42] Thomas Hovestadt,et al. An Updated Algorithm for the Generation of Neutral Landscapes by Spectral Synthesis , 2011, PloS one.
[43] A-Xing Zhu,et al. The recent advancement in digital terrain analysis and modeling , 2013, Int. J. Geogr. Inf. Sci..
[44] Jason W. Osborne,et al. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. , 2005 .
[45] Ron Kohavi,et al. Wrappers for feature selection , 1997 .
[46] Kevin H. Jones,et al. A Comparison of Two Approaches to Ranking Algorithms Used to Compute Hill Slopes , 1998, GeoInformatica.
[47] Michael E. Hodgson,et al. What cell size does the computed slope/aspect angle represent? , 1995 .
[48] L. Tucker. A METHOD FOR SYNTHESIS OF FACTOR ANALYSIS STUDIES , 1951 .
[49] Wayne F. Velicer,et al. Construct Explication through Factor or Component Analysis: A Review and Evaluation of Alternative Procedures for Determining the Number of Factors or Components , 2000 .
[50] L. Cronbach. Coefficient alpha and the internal structure of tests , 1951 .
[51] P. Harris,et al. Seafloor geomorphology as benthic habitat : GeoHAB atlas of seafloor geomorphic features and benthic habitats , 2012 .
[52] J. Horn. A rationale and test for the number of factors in factor analysis , 1965, Psychometrika.
[53] Wolfgang Schwanghart,et al. Fuzzy delineation of drainage basins through probabilistic interpretation of diverging flow algorithms , 2012, Environ. Model. Softw..
[54] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[55] C. Thorne,et al. Quantitative analysis of land surface topography , 1987 .
[56] Galina A. Kuryakova,et al. Influence of topography on some vegetation cover properties , 1996 .
[57] V. Lucieer,et al. Variation and Uncertainty in Bathymetric Slope Calculations Using Geographic Information Systems , 2014 .
[58] R. Rummel. Applied Factor Analysis , 1970 .
[59] C. Lloyd. Exploring Spatial Scale in Geography , 2014 .
[60] E. B. Andersen,et al. Modern factor analysis , 1961 .
[61] Scott N. Wilkinson,et al. Evaluating Shuttle radar and interpolated DEMs for slope gradient and soil erosion estimation in low relief terrain , 2013, Environ. Model. Softw..
[62] R. Devillers,et al. Comparing Selections of Environmental Variables for Ecological Studies: A Focus on Terrain Attributes , 2016, PloS one.
[63] R. Gorsuch,et al. Effects of under- and overextraction on principal axis factor analysis with varimax rotation. , 1996 .
[64] W. Velicer. Determining the number of components from the matrix of partial correlations , 1976 .
[65] Roger J Pennell,et al. The influence of communality, factor strength, and loading size on the sampling characteristics of factor loadings , 1967, Psychometrika.
[66] Igor V. Florinsky,et al. Prediction of soil properties by digital terrain modelling , 2002, Environ. Model. Softw..
[67] S. Walsh,et al. Geospatial technologies and digital geomorphological mapping: Concepts, issues and research , 2012 .
[68] Carsten O. Daub,et al. The mutual information: Detecting and evaluating dependencies between variables , 2002, ECCB.
[69] Liping Di,et al. DEM Explorer: An online interoperable DEM data sharing and analysis system , 2012, Environ. Model. Softw..
[70] W. W. Muir,et al. Regression Diagnostics: Identifying Influential Data and Sources of Collinearity , 1980 .
[71] Heiko Balzter,et al. Predictive Models of Primary Tropical Forest Structure from Geomorphometric Variables Based on SRTM in the Tapajós Region, Brazilian Amazon , 2016, PloS one.
[72] Heinz-Otto Peitgen,et al. The science of fractal images , 2011 .
[73] P. Bouchet,et al. Topographic determinants of mobile vertebrate predator hotspots: current knowledge and future directions , 2015, Biological reviews of the Cambridge Philosophical Society.
[74] Mike P. Austin,et al. Models for the analysis of species’ response to environmental gradients , 1987 .
[75] B. Tabachnick,et al. Using Multivariate Statistics , 1983 .