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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