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Table 1 Literature review in macroecological and biogeographical modeling. SAC spatial autocorrelation, rSAC residual spatial autocorrelation

From: Residual spatial autocorrelation in macroecological and biogeographical modeling: a review

Number Author Year Journal rSAC Subject
1 Bahn et al. 2006 Ecography Elaborate Bird distribution
2 Bini et al. 2009 Ecography Elaborate Spatial and non-spatial regression
3 Borcard et al. 1992 Ecology Elaborate Partialling out species abundance
4 Bonada et al. 2012 Journal of Biogeography Elaborate Richness and composition invertebrates
5 Crase et al. 2012 Ecography Elaborate rSAC in mangrove species distribution
6 Crase et al. 2014 Global Change Biology Elaborate Mangrove species distribution and forecast
7 Diniz-Filho et al. 2003 Global Ecology and Biogeography Elaborate Species richness of bird
8 Diniz-Filho and Bini 2005 Global Ecology and Biogeography Elaborate Bird species richness and SAC
9 Diniz-Filho et al. 2008 Global Ecology and Biogeography Elaborate Model selectin in mammal species
10 Dormann 2007a Global Ecology and Biogeography Elaborate Spatial and non-spatial models in ecology
11 Griffith and Peres-Neto 2006 Ecology Elaborate Eigenfunction in ecological modeling
12 Griffith 2000 Journal of Geographical Systems Elaborate Regression modeling of geo-demographic data
13 Hawkins et al. 2007 Ecography Elaborate Analyzing coefficient shifts in bird species richness
14 Kühn 2007 Diversity and Distributions Elaborate Plant species richness and environmental correlates
15 Kim et al. 2013 Physical Geography Elaborate Multiple SAC in soil moisture and landscape
16 Kim et al. 2016 Soil Science Society of America Journal Elaborate Multiple SAC in soil–landform modeling
17 Kissling and Carl 2008 Global Ecology and Biogeography Elaborate SAC and model selection
18 Lichstein et al. 2002 Ecological Monographs Elaborate Models and breeding habitats of songbirds
19 de Oliveira et al. 2012 Biodiversity Conservation Elaborate Climatic suitability of biome in climate change
20 de Oliveira et al. 2014 Ecography Elaborate Ecological niche modeling of plant species
21 Sheehan et al. 2017 Ecology and Evolution Elaborate Bird species habitat
22 Ortiz-Yusty et al. 2013 Caldesia Elaborate Species richness and climate
23 Pickup and Chewings, 1986 Ecological Modelling Elaborate Prediction of erosion and deposition
24 Le Rest et al. 2014 Global Ecology and Biogeography Elaborate Variable selection in species abundance
25 Revermann et al. 2012 Journal of Ornithology Elaborate Bird species habitat and climate change
26 Václavík et al. 2012 Journal of Biogeography Elaborate Multi-scale SAC and invasive forest pathogen distribution
27 Veloz 2009 Journal of Biogeography Elaborate Niche modeling and plant species distribution
28 Wu and Zhang 2013 Applied Geography Elaborate Model comparison and occurrence of cloud cover
29 Siesa et al. 2011 Biological Invasions Elaborate SAC and crayfish distribution
30 Piazzini et al. 2011 Journal of Herpetology Elaborate SAC and presence of reptile species
31 Ishihama et al. 2010 Ecological Resources Elaborate Distribution of herbaceous species
32 Record et al. 2013a, b Global Ecology and Biogeography Elaborate Plant species distribution projection and SAC
33 Naimi et al. 2011 Journal of Biogeography Elaborate SAC and species occurrence modeling
34 Ficetola et al. 2012 Ecography Elaborate SAC and reptile species dispersal
35 Dormannn 2007b Ecological Modelling Elaborate SAC and species distribution
36 Wu et al. 2009 Ecological Modelling Elaborate SAC and landscape dynamics
37 Merckx et al. 2009 Ecological Modelling Elaborate SAC and prediction of marine nematode biodiversity
38 Dowd et al. 2014 Ecological Applications Elaborate Coastal marine benthic microfaunal distribution modeling
39 Hefley et al. 2017a, b Ecology Elaborate Modeling SAC in ecological data
40 Betts et al. 2006 Ecological Modelling Elaborate SAC and forest bird occurrence
41 Mets et al. 2017 Ecosphere Elaborate SAC in deforestation modeling
42 Tallowin et al. 2017 Journal of Biogeography Elaborate Terrestrial vertebrate richness
43 Hindrikson et al 2017 Biological Reviews Elaborate Wolf species richness and distribution
44 Record et al. 2013a, b Ecosphere Elaborate Climate change prediction
45 Austin 2002 Ecological modelling Elaborate Species distribution modeling
46 Carl and Kühn 2007 Ecological Modelling Elaborate SAC in Species distribution
47 Dirnböck and Dullinger 2004 Journal of Vegetation Science Elaborate Species distribution modeling
48 Zhang et al. 2009 Forest Science Elaborate Species model comparison
49 Gwenzi and Lefsky 2017 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Elaborate SAC and plant biomass
50 Roth et al. 2016 American naturalist Elaborate Interactions among endangered species
51 Davis et al. 2016 Ecosphere Elaborate Urban plant invasion
52 Mattsson et al. 2013 PLOS ONE Simple mention Species assemblage
53 Chun and Griffith 2011 Annals of the Associations of American Geographers Simple mention Network SAC and migration flows
54 Cliff 1984 Journal of the American Statistical Association Simple mention Correlation estimation between scores
55 Getis 2008 Geographical Analysis Simple mention History of SAC
56 Miller et al. 2007 Ecological Modelling Simple mention SAC and predictive vegetation modeling
57 Lennon 2000 Ecography Simple mention SAC and geographical ecology
58 Zhu et al. 2012 Journal of Geographical Science Simple mention SAC and vegetation cover.
59 Poley et al. 2014 Journal of Biogeography Simple mention SAC and large mammals’ occupancy
60 Jackson et al. 2015 Biological Conservation Simple mention Prediction of bird species habitat
61 Platts et al. 2008 Ecological Modelling Simple mention Model selection in tree distribution
62 Hefley et al. 2017a, b Ecology Simple mention Functions in spatial ecological modeling
63 Estrada and Rodriguez-Estrella 2016 Animal Conservation No mention Biodiversity-bird species
64 Ali et al. 2010 Water Resources Research No mention Soil moisture and topographical modeling
65 Anselin and Bera 1998 Handbook of Applied Statistics No mention SAC and regression models
66 Santos et al. 2009 Canadian Journal of Zoology No mention SAC in pine species
67 Dorken et al. 2017 Journal of Ecology No mention Plant species density
68 Ennen et al. 2016 Canadian Journal of Zoology No mention Reptile pattern modeling
69 Weeks et al. 2017 River Research and Applications No mention Snail and aquatic vegetation
70 Dronova et al. 2016 Remote Sensing No mention Bird species diversity
71 Anselin et al. 2006 Geographical Analysis No mention Spatial effects in environmental economics
72 Augustin 2001 Journal of Applied Ecology No mention Succession in semi-natural vegetation
73 Chang et al. 2012 PLOS ONE No mention Genetic and bird species distribution
74 Seymour 2005 Journal of the American Statistical Association No mention Spatial data: theory and practice
75 Siderov 2005 Austral Ecology No mention SAC practice and theory
76 Hongoh et al. 2012 Applied Geography No mention Mosquito distribution
77 Miller 2012 Progress in Physical
Geography
No mention Species distribution modeling
78 Kleisner et al. 2010 Marine Ecology Progress Series No mention Pelagic fish modeling
79 Tarkhnishvili et al. 2012 Biological Journal of the Linnean Society No mention Distribution of forest species
80 Wiegand and Moloney 2004 Oikos No mention Point pattern analysis in ecology
81 Yu 2012 Ph.D. Dissertation No mention Tree growth modeling and seedling recruitment
82 Lloyd et al. 2005 Diversity and Distributions No mention SAC and Benthic invertebrates
83 Rodriguez et al. 2015 Journal Insect Conservation No mention Distribution of oak wasp species
84 Nicolaus et al. 2013 Journal Evolution Biology No mention Gastropod mollusk distribution
85 Warren et al. 2014 Trends in Ecology and Evolution No mention Species distribution modeling
86 Wieczorek and Bugaj-Nawrocka 2014 Agricultural and Forest Entomology No mention Ecological niche modeling
87 Epperson 2000 Ecological Modelling No mention Space-time and ecological modeling
88 Wulder et al. 2007 Ecological Modelling No mention Forest growth modeling
89 Büchi et al. 2009 Ecological Modelling No mention Meta-community and species distribution
90 Marmion et al. 2009 Ecological Modelling No mention Butterfly species distribution
91 Legendre 1993 Ecology No mention SAC trouble or paradigm in ecology
92 Guénard et al. 2016 Ecosphere No mention Fish-spatial modeling
93 Estrada et al. 2016 PLOS ONE No mention Habitat suitability
94 Ingberman et al. 2016 PLOS ONE No mention Muriquis distribution
95 Ciccarelli and Bacaro 2016 Folia Geobotanica No mention Spatial modeling and species diversity
96 Güler et al. 2016 Journal of Vegetation Science No mention Plant species richness
97 Komac et al. 2016 PLOS ONE No mention Habitat suitability