# Anthropomorphic Factors Influencing Spanish Conservation Policies of Vertebrates

Authors: Irene Martín-Forés; Berta Martín-López; Carlos Montes
Journal: International Journal of Biodiversity
 (2013)

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## Abstract

National and international reports developed for the International Year of Biodiversity concluded that we have failed to meet the 2010 biodiversity target. There is an urgent need to analyze current policies for biodiversity conservation. We examined the anthropomorphic factors underlying the threatened species listings (both red lists and legal lists) and funding allocation for the conservation of vertebrates in Spain at different organizational levels, from the global to subnational level. Our results reveal a strong effect of anthropomorphic factors on conservation policies, mainly legal listings and species priority setting at national scale. Specifically, we found that those vertebrates that are phylogenetically close to humans or physically similar to human neonates tend to receive more conservation attention. Based on results, we suggest recommendations to improve conservation policies in Spain.


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## Body

## 1. Introduction

Up to now, 193 countries endorsed through the Convention on Biological Diversity (CBD) a commitment to reduce the rates of biodiversity loss by 2010 [1]. For most nations, the 2010 biodiversity target has been their most important political commitment to conserve biodiversity [2, 3]. Although this target has stimulated considerable international and national interest, it is clear that we have failed to meet the 2010 biodiversity target [4, 5], especially in the case of vertebrates [6, 7]. One of the most important indicators developed for biodiversity is the International Union for Conservation of Nature (IUCN) Red List Index, which shows a net negative trend in the status of species [4]. This indicator uses information from the IUCN Red List (http://www.iucnredlist.org/) to trace trends in the comprehensive extinction risks of various sets of species [8]. The IUCN Red List is widely recognized as the most objective and authoritative listing of species at risk of global extinction (e.g., [9–14]). Approximately half of all countries worldwide have developed national and regional threatened species lists [15], establishing threatened status as the most important indicator for conservation policies worldwide [16] and as an important tool in defining conservation priorities [17, 18].Currently, there is an extensive debate on the use of the IUCN Red List in decision-making regarding conservation policies. Some authors argue that economic resources should not automatically be allocated to species according to their listing status because spending scarce conservation resources on species at the greatest risk of extinction are not an efficient way to minimize global extinction rates [19, 20], asking for using a broader range of criteria in the species priority setting [21, 22]. These criteria might include the probability of success of avoiding species extinction [20, 22], species’ roles in ecosystem functioning [23], and social preferences [24–26]. However, increasingly governmental organizations rely on the IUCN Red List as well as on National Red Lists (NRLs; herein, national red lists and red data books) to influence conservation legislation inform priorities, and guide conservation investments [13, 18].Some authors have recently identified a taxonomic bias in NRLs [14, 27, 28], which can influence legally threatened species listings [29–31] and conservation funding [32–35]. This phylogenetic bias indicates that mammals and birds are clearly overrepresented in both conservation legislation and conservation priorities [30, 34, 36].In addition to taxonomic bias, previous studies have demonstrated that humans have an innate tendency to lavish attention and affection on individuals of nonhuman species with infantile physical features, such as large eyes, large rounded forehead, or short and narrow nose [37, 38]. Lorenz suggested that humans have a natural attraction to these neonates’ features, that is, a baby schema or “Kindchenschema,” which promotes in the last term a care behavior [39]. In fact, it seems that people feel a more positive affection towards animals which are phylogenetically close to humans or physically similar to human neonates than towards those which are phylogenetically distant or dissimilar to us [24, 39–42].If anthropomorphic factors (i.e., phylogenetic distance from humans and neonatal morphological characteristics) influence human preferences towards species protection, then the question here is whether anthropomorphism influences vertebrates’ conservation priority setting. In this context, we aim to explore the effect of anthropomorphic factors on the decision-making process regarding the conservation listing (both Red lists and legal listing) and conservation priority setting of vertebrates in Spain. We specifically examined the effect of vertebrates’ phylogenetic distance from humans (using the taxonomic classification of species) and the effect of species’ morphological characteristics on the vertebrates conservation priority setting at different organizational levels, from international to subnational. At the international level, we used the global IUCN Red List and examined European legislation regarding vertebrate conservation and conservation funding allocation. At the national level, we focused on Spain, which is considered a Mediterranean biodiversity hotspot [43]. Finally, on a subnational level, we selected Andalucía, which contains more terrestrial vertebrate species than larger areas such as the United Kingdom or Sweden [44].


## 2. Methods

### 2.1. Data Sources

We developed a data matrix of all species of vertebrates (specifically, 679 species) that are present in Spain according to the National Inventory of Biodiversity (http://www.mma.es/portal/secciones/biodiversidad/inventarios/inb/inventario_vertebrados/index.htm), which are distributed among different classes of vertebrates as follows: 48 fishes, 33 amphibians, 73 reptiles, 406 birds, and 119 mammals. In order to analyze the effect of anthropomorphic factors on vertebrates conservation priority setting, we considered three dependent variables (Table 1): (1) the threatened species category in red lists, (2) the threatened species category in conservation legal listings, and (3) funding allocation for the conservation of vertebrates.Table 1
Description and data source of the dependent variables.
Variable type
Attributes
Organizational level
Data source
Red listsa
Vertebrates’ threatened category:
International
IUCN [69] (http://www.iucnredlist.org/)
Ordinal
7: EX; RE;6: EW; 5: CR; 4: EN; 3: VU; 2: NT; 1: LC; 0: DD and non
National
Atlas and Red Book of fish in Spain [70] Atlas and Red Book of amphibians and reptiles in Spain [71] The breeding bird Atlas in Spain [72] Atlas and Red Book of terrestrial mammals in Spain [73]
Subnational
Red Book of the Vertebrates Threatened in Andalucía [74]
Legal listingb
1: included0: excluded
International
Habitats Directive (Council Directive 92/43/EEC)Birds Directive (Council Directive 79/409/EEC)
Ordinal
Vertebrates’ threatened category:
National
National Catalogue of Endangered Species (Law 4/1989) and Royal Decree (439/1990).
4: EN;3: SHC; 2: VU; 1: SI; 0: non
Subnational
Law 8/2003 of Wild Flora and Fauna of Andalucía
Conservation budget
Continuous
Ln (Funding allocation to vertebrates’ conservation).
International
Life projects database (2003–2007 years) (http://ec.europa.eu/environment/lif/project/Projects/index.cfm)
National
Environmental projects published in the Official Spanish Gazette (2003–2007 years)Annual Reports of National Parks Organization for Spanish National Parks (2003–2007 years) The Biodiversity Foundation database (2004–2007 years)
a(EX) extinct; (RE) at subnational level, regionally extinct; (EW) extinct in the wild; (CR) critically endangered; (EN) endangered; (VU) vulnerable; (NT) near threatened; (LC) least concern; (DD) data deficient; (Non) nonlisted.
b(EN) endangered; (SHC) sensitive to habitat change; (VU) vulnerable; (SI), special interest; (Non) nonlisted.The conservation of Spanish vertebrates is regulated by different laws at the international, national, and subnational levels. At the European level, the Habitats Directive (Council Directive 92/43/EEC) and the Birds Directive (Council Directive 79/409/EEC) are the two most important legal tools for protecting Europe’s threatened species, and both were transposed into national law. Additionally, the Spanish government has listed threatened vertebrates in the National Catalogue of Threatened Species (NCTS) through the Royal Decree 439/90. The NCTS considers four threatened categories: endangered (EN), sensitive to habitat change (SHC), vulnerable (VU), and of special interest (SI). These categories are similar but not identical to those of the IUCN, which are: extinct (EX), extinct in the wild (EW), critically endangered (CR), endangered (EN), vulnerable (VU), near threatened (NT), least concern (LC), and data deficient (DD) (for more details, see [29]). At the subnational level, legislation based on the NCTS categorization system for the conservation of vertebrates has been developed in Andalucía. Here, we searched species listings in each taxonomic group of vertebrates in the global IUCN Red List, NRLs and Red list of Andalucía, as well as conservation legislation in Europe, Spain, and Andalucía, and we recorded the number of Spanish vertebrates for each vertebrate class regarding their threatened status at all organizational levels (Table 2).Table 2
Number of Spanish vertebrates for each vertebrate class regarding both, their red list threatened status and their legal listing categories, at international, national, and subnational levels.
Fish
Amphibians
Reptiles
Birds
Mammals
Red listsa
IUCN Red List
EX
—
—
—
1
1
EW
—
—
—
—
—
CR
5
—
7
3
2
EN
6
1
7
5
6
VU
10
4
2
9
7
NT
2
7
10
21
10
LC
22
21
39
364
83
DD and non
3
—
8
3
10
National
EX
—
—
7
1
EW
—
—
—
—
CR
3
1
5
15
2
EN
11
2
6
30
4
VU
24
8
11
44
13
NT
7
7
11
30
14
LC
—
14
34
—
—
DD and non
3
1
6
280
85
Subnational
RE
1
—
—
3
—
EW
—
—
—
—
—
CR
3
—
1
14
6
EN
6
—
6
13
7
VU
7
2
4
23
19
NT
2
3
2
18
4
LC
—
—
—
—
—
DD and non
29
28
60
335
83
Legal listsb
International
Included
19
16
34
171
47
Excluded
29
17
39
235
72
EN
5
1
5
17
7
SHC
—
—
3
3
2
National
VU
6
1
1
14
23
SI
1
20
42
252
23
Non
36
11
21
120
64
EN
5
1
6
19
7
SHC
—
—
3
3
2
Subnational
VU
6
1
1
13
23
SI
1
22
42
251
24
Non
12
8
7
120
41
a(EX) extinct; (RE) at subnational level, regionally extinct; (EW) extinct in the wild; (CR) critically endangered; (EN) endangered; (VU) vulnerable; (NT) near threatened; (LC) least concern; (DD) data deficient; (Non) nonlisted.
b(EN) endangered; (SHC) sensitive to habitat change; (VU) vulnerable; (SI), special interest; (Non) nonlisted.Data sources for funding allocation at European and national levels were obtained from 2003 to 2007. On the European level, we looked up the Life Project’s database, which is the most important European financial instrument supporting biodiversity conservation (http://ec.europa.eu/environment/life/project/Projects/index.cfm), and at national level we consulted three different sources: (1) the Official Spanish Gazette, (2) annual reports of the activities of seven Spanish national parks, and (3) the projects database of the Biodiversity Foundation, which is a nonprofit making nature foundational organization. At subnational level, we obtained data on conservation expenditures for Doñana Protected Area, which is one of the most important natural areas of the European Union. We consulted annual activity reports for Doñana National and Natural Parks and we carried out personal interviews with environmental managers responsible for endangered species programs (for more details, see [32]). More information about data sources regarding these variables at different organizational levels is presented in Table 1.As variables (Table3), we considered (1) those that measured the species phylogenetic distance from humans, recording the vertebrates’ class and order of each species, and (2) those that can measure the effect of “Kindchenschema” phenomenon (in the sense of [39]) using morphological traits, such as the length and relative measures of the weight and the eye size of vertebrates, which were calculated employing the quotient between the weight and the length and between the eye size and the length, respectively. We explored the effect of phylogenetic distance from humans on the conservation of vertebrates at two taxonomic levels: (1) class (i.e., if the species is fish, amphibian, reptile, bird, or mammal) and (2) order, incorporating 44 different orders.Table 3
Description and data source of the explanatory variables used in the study.
Variable type
Variables
Data source
Phylogeny
Nominal
Vertebrates’ class
The Iberian Fauna Project (http://iberfauna.mncn.csic.es/)  Species 2000 (http://www.sp2000.org/)
Vertebrate’s order
Morphology
Continuous
LengthRelative weight (quotient between weight and length)
Data source for fish’ morphology was obtained from FishBase (http://www.fishbase.org/search.php) and [70]. For amphibians’ morphology, we used García-París et al. [75] and Pleguezuelos et al. [71]. For reptiles’ morphology we used Salvador [76]. For birds’ morphology we used Díaz et al. [77],  Martí and del Moral [72], and Tellería et al. [78]. For mammals’ morphology, we used, Palomo et al. [73], and Rodríguez [79]. Additionally, we based Cetacea data in Kiefner [80].
Relative eye size (quotient between eye size and length)
[81–83]There are few caveats regarding our data sources of conservation funding that must be taken into account in the interpretation of our results. The first one is that at the subnational level, we only considered funding allocation in the Doñana Protected Area due to the difficulty of obtaining information regarding funding allocation in other protected areas in Andalucía. We considered our approximation valid because the Doñana Protected Area is a highly emblematic protected area in Spain and receives a great majority of the national conservation budget [45]. The second caveat is that no database of conservation budgets is available at the international level. We thus decided to use LIFE conservation funds.


### 2.2. Data Analysis

We used nonparametric statistics (i.e., Kruskal-Wallis test) to compare the threatened category of Red lists and legal listing, as well as on funding allocation for vertebrates, among different taxonomic groups. Additionally, we explored the relationship between morphological characteristics (i.e., length, weight, and eye size) and the threatened category of vertebrates (both in red lists and legal listing) as well as their funding allocation, using Spearman and Pearson correlation tests. To avoid problems with heteroscedasticity, we transformed the continuous variables by their natural logs.


## 2.1. Data Sources

We developed a data matrix of all species of vertebrates (specifically, 679 species) that are present in Spain according to the National Inventory of Biodiversity (http://www.mma.es/portal/secciones/biodiversidad/inventarios/inb/inventario_vertebrados/index.htm), which are distributed among different classes of vertebrates as follows: 48 fishes, 33 amphibians, 73 reptiles, 406 birds, and 119 mammals. In order to analyze the effect of anthropomorphic factors on vertebrates conservation priority setting, we considered three dependent variables (Table 1): (1) the threatened species category in red lists, (2) the threatened species category in conservation legal listings, and (3) funding allocation for the conservation of vertebrates.Table 1
Description and data source of the dependent variables.
Variable type
Attributes
Organizational level
Data source
Red listsa
Vertebrates’ threatened category:
International
IUCN [69] (http://www.iucnredlist.org/)
Ordinal
7: EX; RE;6: EW; 5: CR; 4: EN; 3: VU; 2: NT; 1: LC; 0: DD and non
National
Atlas and Red Book of fish in Spain [70] Atlas and Red Book of amphibians and reptiles in Spain [71] The breeding bird Atlas in Spain [72] Atlas and Red Book of terrestrial mammals in Spain [73]
Subnational
Red Book of the Vertebrates Threatened in Andalucía [74]
Legal listingb
1: included0: excluded
International
Habitats Directive (Council Directive 92/43/EEC)Birds Directive (Council Directive 79/409/EEC)
Ordinal
Vertebrates’ threatened category:
National
National Catalogue of Endangered Species (Law 4/1989) and Royal Decree (439/1990).
4: EN;3: SHC; 2: VU; 1: SI; 0: non
Subnational
Law 8/2003 of Wild Flora and Fauna of Andalucía
Conservation budget
Continuous
Ln (Funding allocation to vertebrates’ conservation).
International
Life projects database (2003–2007 years) (http://ec.europa.eu/environment/lif/project/Projects/index.cfm)
National
Environmental projects published in the Official Spanish Gazette (2003–2007 years)Annual Reports of National Parks Organization for Spanish National Parks (2003–2007 years) The Biodiversity Foundation database (2004–2007 years)
a(EX) extinct; (RE) at subnational level, regionally extinct; (EW) extinct in the wild; (CR) critically endangered; (EN) endangered; (VU) vulnerable; (NT) near threatened; (LC) least concern; (DD) data deficient; (Non) nonlisted.
b(EN) endangered; (SHC) sensitive to habitat change; (VU) vulnerable; (SI), special interest; (Non) nonlisted.The conservation of Spanish vertebrates is regulated by different laws at the international, national, and subnational levels. At the European level, the Habitats Directive (Council Directive 92/43/EEC) and the Birds Directive (Council Directive 79/409/EEC) are the two most important legal tools for protecting Europe’s threatened species, and both were transposed into national law. Additionally, the Spanish government has listed threatened vertebrates in the National Catalogue of Threatened Species (NCTS) through the Royal Decree 439/90. The NCTS considers four threatened categories: endangered (EN), sensitive to habitat change (SHC), vulnerable (VU), and of special interest (SI). These categories are similar but not identical to those of the IUCN, which are: extinct (EX), extinct in the wild (EW), critically endangered (CR), endangered (EN), vulnerable (VU), near threatened (NT), least concern (LC), and data deficient (DD) (for more details, see [29]). At the subnational level, legislation based on the NCTS categorization system for the conservation of vertebrates has been developed in Andalucía. Here, we searched species listings in each taxonomic group of vertebrates in the global IUCN Red List, NRLs and Red list of Andalucía, as well as conservation legislation in Europe, Spain, and Andalucía, and we recorded the number of Spanish vertebrates for each vertebrate class regarding their threatened status at all organizational levels (Table 2).Table 2
Number of Spanish vertebrates for each vertebrate class regarding both, their red list threatened status and their legal listing categories, at international, national, and subnational levels.
Fish
Amphibians
Reptiles
Birds
Mammals
Red listsa
IUCN Red List
EX
—
—
—
1
1
EW
—
—
—
—
—
CR
5
—
7
3
2
EN
6
1
7
5
6
VU
10
4
2
9
7
NT
2
7
10
21
10
LC
22
21
39
364
83
DD and non
3
—
8
3
10
National
EX
—
—
7
1
EW
—
—
—
—
CR
3
1
5
15
2
EN
11
2
6
30
4
VU
24
8
11
44
13
NT
7
7
11
30
14
LC
—
14
34
—
—
DD and non
3
1
6
280
85
Subnational
RE
1
—
—
3
—
EW
—
—
—
—
—
CR
3
—
1
14
6
EN
6
—
6
13
7
VU
7
2
4
23
19
NT
2
3
2
18
4
LC
—
—
—
—
—
DD and non
29
28
60
335
83
Legal listsb
International
Included
19
16
34
171
47
Excluded
29
17
39
235
72
EN
5
1
5
17
7
SHC
—
—
3
3
2
National
VU
6
1
1
14
23
SI
1
20
42
252
23
Non
36
11
21
120
64
EN
5
1
6
19
7
SHC
—
—
3
3
2
Subnational
VU
6
1
1
13
23
SI
1
22
42
251
24
Non
12
8
7
120
41
a(EX) extinct; (RE) at subnational level, regionally extinct; (EW) extinct in the wild; (CR) critically endangered; (EN) endangered; (VU) vulnerable; (NT) near threatened; (LC) least concern; (DD) data deficient; (Non) nonlisted.
b(EN) endangered; (SHC) sensitive to habitat change; (VU) vulnerable; (SI), special interest; (Non) nonlisted.Data sources for funding allocation at European and national levels were obtained from 2003 to 2007. On the European level, we looked up the Life Project’s database, which is the most important European financial instrument supporting biodiversity conservation (http://ec.europa.eu/environment/life/project/Projects/index.cfm), and at national level we consulted three different sources: (1) the Official Spanish Gazette, (2) annual reports of the activities of seven Spanish national parks, and (3) the projects database of the Biodiversity Foundation, which is a nonprofit making nature foundational organization. At subnational level, we obtained data on conservation expenditures for Doñana Protected Area, which is one of the most important natural areas of the European Union. We consulted annual activity reports for Doñana National and Natural Parks and we carried out personal interviews with environmental managers responsible for endangered species programs (for more details, see [32]). More information about data sources regarding these variables at different organizational levels is presented in Table 1.As variables (Table3), we considered (1) those that measured the species phylogenetic distance from humans, recording the vertebrates’ class and order of each species, and (2) those that can measure the effect of “Kindchenschema” phenomenon (in the sense of [39]) using morphological traits, such as the length and relative measures of the weight and the eye size of vertebrates, which were calculated employing the quotient between the weight and the length and between the eye size and the length, respectively. We explored the effect of phylogenetic distance from humans on the conservation of vertebrates at two taxonomic levels: (1) class (i.e., if the species is fish, amphibian, reptile, bird, or mammal) and (2) order, incorporating 44 different orders.Table 3
Description and data source of the explanatory variables used in the study.
Variable type
Variables
Data source
Phylogeny
Nominal
Vertebrates’ class
The Iberian Fauna Project (http://iberfauna.mncn.csic.es/)  Species 2000 (http://www.sp2000.org/)
Vertebrate’s order
Morphology
Continuous
LengthRelative weight (quotient between weight and length)
Data source for fish’ morphology was obtained from FishBase (http://www.fishbase.org/search.php) and [70]. For amphibians’ morphology, we used García-París et al. [75] and Pleguezuelos et al. [71]. For reptiles’ morphology we used Salvador [76]. For birds’ morphology we used Díaz et al. [77],  Martí and del Moral [72], and Tellería et al. [78]. For mammals’ morphology, we used, Palomo et al. [73], and Rodríguez [79]. Additionally, we based Cetacea data in Kiefner [80].
Relative eye size (quotient between eye size and length)
[81–83]There are few caveats regarding our data sources of conservation funding that must be taken into account in the interpretation of our results. The first one is that at the subnational level, we only considered funding allocation in the Doñana Protected Area due to the difficulty of obtaining information regarding funding allocation in other protected areas in Andalucía. We considered our approximation valid because the Doñana Protected Area is a highly emblematic protected area in Spain and receives a great majority of the national conservation budget [45]. The second caveat is that no database of conservation budgets is available at the international level. We thus decided to use LIFE conservation funds.


## 2.2. Data Analysis

We used nonparametric statistics (i.e., Kruskal-Wallis test) to compare the threatened category of Red lists and legal listing, as well as on funding allocation for vertebrates, among different taxonomic groups. Additionally, we explored the relationship between morphological characteristics (i.e., length, weight, and eye size) and the threatened category of vertebrates (both in red lists and legal listing) as well as their funding allocation, using Spearman and Pearson correlation tests. To avoid problems with heteroscedasticity, we transformed the continuous variables by their natural logs.


## 3. Results

### 3.1. Effect of Phylogenetic Distance from Humans on Conservation Policies

Table4 shows the effect of phylogenetic distance from humans on the vertebrates red lists, legal listing, and funding allocation for their conservation.Table 4
Taxonomic groups at class and order levels highly considered as threatened in red and legal listing as well as in conservation priority setting.
Taxonomic bias
Class level
Order level
Red lists
International
Fish
Acipenseriformes, Anguilliformes (fish)
National
Fish
Acipenseriformes, Accipitriformes (fish)
Subnational
Fish
Acipenseriformes, Cyprinodontiformes (fish)
Legal lists
International
Amphibians
Cetacea (mammals), Falconiformes (birds)
National
Reptiles
Acipenseriformes, Cyprinodontiformes (fish)
Subnational
Reptiles
Acipenseriformes, Cyprinodontiformes (fish)
Funding allocation to vertebrates’ conservation
International
Amphibians
Procellariiformes, Gaviiformes, Pelecaniformes (birds)
National
Mammals
Cetacea (mammals)
Subnational
Mammals
Lagomorpha (mammals)While fish was the most threatened vertebrate class in the Red lists at the international, national, and subnational levels (χ2=46.76, df = 4, P<0.0001; χ2=126.57, df = 4, P<0.0001; and χ2=35.33, df = 4, P<0.0001, resp.), reptiles were the most threatened class in legal listing at the national and the subnational levels (χ2=17.86, df = 4, P<0.001; χ2=17.63, df = 4, P=0.001). Phylogeny also had an effect on funding allocation. While amphibians was the most favored vertebrate class at the international level (χ2=106.33, df = 4, P<0.0001), funds at the national level were mainly directed to mammals (χ2=66.03, df = 4, P<0.0001).Among the different orders of fish the only order with a significantly higher threatened status in the red lists at all organizational levels was Acipenseriformes (χ2=147.95, df = 45, P<0.0001 at the international level; χ2=208.43, df = 45, P<0.0001 at the national level; and χ2=118.71, df = 45, P<0.0001 at the subnational level). Both Acipenseriformes and Cyprinodontiformes had a higher threatened category at the international, national, and subnational levels in legal listings (χ2=174.52, df = 45, P<0.0001; χ2=193.04, df = 45, P<0.0001; and χ2=199.46, df = 45, P<0.0001). In contrast, the orders that received significantly more conservation funding were Procellariiformes, Gaviiformes, and Pelecaniformes at the international level (χ2=336.21, df = 45, P<0.0001), Cetaceaat the national level (χ2=360.18, df = 45, P<0.0001), and Lagomorpha at the subnational level (χ2=101.42, df = 45, P<0.0001).


### 3.2. Effect of Morphology on Conservation Policies

At the national level, we found relationships between the relative weight of vertebrates and the threatened status of NRLs (ρ=0.14, P=0.060) and between relative eye size and the threatened status of NRLs (ρ=0.15, P=0.038). Finally, at subnational level, we found significant relationships between the threatened status considered in red list of Andalucía and physical variables, that is, length (ρ=0.26, P<0.0001), relative weight (ρ=0.42, P<0.0001), and relative eye size (ρ=0.32, P<0.001).In legal listing of threatened species at the international level, we found relationships between threatened status and physical variables, that is, length (Spearman’s rho = 0.23,P<0.0001), relative weight (ρ=0.49, P<0.0001), and relative eye size (ρ=0.47, P<0.0001). At the national and subnational levels, there also were a significant correlation between relative eye size and threatened status (ρ=0.16, P=0.027; and ρ=0.16, P=0.003, resp.).Our analysis yielded significant correlations between funding allocation and relative eye size at the national and subnational levels (national:r=0.46, P<0.0001; subnational: r=0.22, P=0.002). At the national level, there also existed a significant correlation between vertebrates’ length and funding allocation (r=0.49, P<0.0001) and relative weight and funding allocation (r=0.74, P<0.0001).Similar results were obtained for vertebrates classes (Table5). However, we found that the effect of morphological characteristics was higher in those vertebrate classes phylogenetically close to humans (i.e., birds and mammals).Table 5
Significant correlations between morphological characteristics and both listing and funding allocations, for each vertebrate class.
Vertebrate class
Physical characteristics
Independent variables
Organizationallevel
Correlation results
Amphibians
Length
Funding allocation
International
r
=
0.472
,
P
=
0.010
Reptiles
Length
Red lists
Subnational
ρ
=
0.359
,
P
=
0.048
Funding allocation
National
r
=
0.417
,
P
=
0.004
Relative weight
Legal listing
International
ρ
=
0.535
,
P
=
0.042
Funding allocation
National
r
=
0.829
,
P
<
0.0001
Relative eye size
Legal listing
International
ρ
=
0.535
,
P
=
0.042
Funding allocation
National
r
=
0.737
,
p
=
0.002
Birds
Length
Red lists
International
ρ
=
0.170
,
P
=
0.002
National
ρ
=
0.183
,
P
=
0.001
Subnational
ρ
=
0.298
,
P
<
0.0001
Legal listing
International
ρ
=
0.308
,
P
<
0.0001
Funding allocation
International
r
=
0.264
,
P
<
0.0001
National
r
=
0.217
,
p
<
0.0001
Subnational
r
=
0.155
,
P
=
0.004
Relative weight
Legal listing
International
ρ
=
0.245
,
P
=
0.031
National
ρ
=
-
0.293
,
P
=
0.009
Funding allocation
Subnational
r
=
0.229
,
P
=
0.004
Relative eye size
Legal listing
International
ρ
=
0.267
,
P
=
0.019
Funding allocation
Subnational
r
=
0.401
,
P
<
0.0001
Mammals
Length
Legal listing
International
ρ
=
0.608
,
P
<
0.0001
National
ρ
=
0.556
,
P
<
0.0001
Funding allocation
National
r
=
0.674
,
P
<
0.0001
Relative weight
Legal listing
International
ρ
=
0.604
,
P
<
0.0001
National
ρ
=
0.540
,
P
<
0.0001
Funding allocation
National
r
=
0.705
,
P
<
0.0001
Relative eye size
Legal listing
International
ρ
=
0.576
,
P
<
0.0001
National
ρ
=
0.491
,
P
<
0.0001
Funding allocation
National
r
=
0.589
,
P
<
0.0001


## 3.1. Effect of Phylogenetic Distance from Humans on Conservation Policies

Table4 shows the effect of phylogenetic distance from humans on the vertebrates red lists, legal listing, and funding allocation for their conservation.Table 4
Taxonomic groups at class and order levels highly considered as threatened in red and legal listing as well as in conservation priority setting.
Taxonomic bias
Class level
Order level
Red lists
International
Fish
Acipenseriformes, Anguilliformes (fish)
National
Fish
Acipenseriformes, Accipitriformes (fish)
Subnational
Fish
Acipenseriformes, Cyprinodontiformes (fish)
Legal lists
International
Amphibians
Cetacea (mammals), Falconiformes (birds)
National
Reptiles
Acipenseriformes, Cyprinodontiformes (fish)
Subnational
Reptiles
Acipenseriformes, Cyprinodontiformes (fish)
Funding allocation to vertebrates’ conservation
International
Amphibians
Procellariiformes, Gaviiformes, Pelecaniformes (birds)
National
Mammals
Cetacea (mammals)
Subnational
Mammals
Lagomorpha (mammals)While fish was the most threatened vertebrate class in the Red lists at the international, national, and subnational levels (χ2=46.76, df = 4, P<0.0001; χ2=126.57, df = 4, P<0.0001; and χ2=35.33, df = 4, P<0.0001, resp.), reptiles were the most threatened class in legal listing at the national and the subnational levels (χ2=17.86, df = 4, P<0.001; χ2=17.63, df = 4, P=0.001). Phylogeny also had an effect on funding allocation. While amphibians was the most favored vertebrate class at the international level (χ2=106.33, df = 4, P<0.0001), funds at the national level were mainly directed to mammals (χ2=66.03, df = 4, P<0.0001).Among the different orders of fish the only order with a significantly higher threatened status in the red lists at all organizational levels was Acipenseriformes (χ2=147.95, df = 45, P<0.0001 at the international level; χ2=208.43, df = 45, P<0.0001 at the national level; and χ2=118.71, df = 45, P<0.0001 at the subnational level). Both Acipenseriformes and Cyprinodontiformes had a higher threatened category at the international, national, and subnational levels in legal listings (χ2=174.52, df = 45, P<0.0001; χ2=193.04, df = 45, P<0.0001; and χ2=199.46, df = 45, P<0.0001). In contrast, the orders that received significantly more conservation funding were Procellariiformes, Gaviiformes, and Pelecaniformes at the international level (χ2=336.21, df = 45, P<0.0001), Cetaceaat the national level (χ2=360.18, df = 45, P<0.0001), and Lagomorpha at the subnational level (χ2=101.42, df = 45, P<0.0001).


## 3.2. Effect of Morphology on Conservation Policies

At the national level, we found relationships between the relative weight of vertebrates and the threatened status of NRLs (ρ=0.14, P=0.060) and between relative eye size and the threatened status of NRLs (ρ=0.15, P=0.038). Finally, at subnational level, we found significant relationships between the threatened status considered in red list of Andalucía and physical variables, that is, length (ρ=0.26, P<0.0001), relative weight (ρ=0.42, P<0.0001), and relative eye size (ρ=0.32, P<0.001).In legal listing of threatened species at the international level, we found relationships between threatened status and physical variables, that is, length (Spearman’s rho = 0.23,P<0.0001), relative weight (ρ=0.49, P<0.0001), and relative eye size (ρ=0.47, P<0.0001). At the national and subnational levels, there also were a significant correlation between relative eye size and threatened status (ρ=0.16, P=0.027; and ρ=0.16, P=0.003, resp.).Our analysis yielded significant correlations between funding allocation and relative eye size at the national and subnational levels (national:r=0.46, P<0.0001; subnational: r=0.22, P=0.002). At the national level, there also existed a significant correlation between vertebrates’ length and funding allocation (r=0.49, P<0.0001) and relative weight and funding allocation (r=0.74, P<0.0001).Similar results were obtained for vertebrates classes (Table5). However, we found that the effect of morphological characteristics was higher in those vertebrate classes phylogenetically close to humans (i.e., birds and mammals).Table 5
Significant correlations between morphological characteristics and both listing and funding allocations, for each vertebrate class.
Vertebrate class
Physical characteristics
Independent variables
Organizationallevel
Correlation results
Amphibians
Length
Funding allocation
International
r
=
0.472
,
P
=
0.010
Reptiles
Length
Red lists
Subnational
ρ
=
0.359
,
P
=
0.048
Funding allocation
National
r
=
0.417
,
P
=
0.004
Relative weight
Legal listing
International
ρ
=
0.535
,
P
=
0.042
Funding allocation
National
r
=
0.829
,
P
<
0.0001
Relative eye size
Legal listing
International
ρ
=
0.535
,
P
=
0.042
Funding allocation
National
r
=
0.737
,
p
=
0.002
Birds
Length
Red lists
International
ρ
=
0.170
,
P
=
0.002
National
ρ
=
0.183
,
P
=
0.001
Subnational
ρ
=
0.298
,
P
<
0.0001
Legal listing
International
ρ
=
0.308
,
P
<
0.0001
Funding allocation
International
r
=
0.264
,
P
<
0.0001
National
r
=
0.217
,
p
<
0.0001
Subnational
r
=
0.155
,
P
=
0.004
Relative weight
Legal listing
International
ρ
=
0.245
,
P
=
0.031
National
ρ
=
-
0.293
,
P
=
0.009
Funding allocation
Subnational
r
=
0.229
,
P
=
0.004
Relative eye size
Legal listing
International
ρ
=
0.267
,
P
=
0.019
Funding allocation
Subnational
r
=
0.401
,
P
<
0.0001
Mammals
Length
Legal listing
International
ρ
=
0.608
,
P
<
0.0001
National
ρ
=
0.556
,
P
<
0.0001
Funding allocation
National
r
=
0.674
,
P
<
0.0001
Relative weight
Legal listing
International
ρ
=
0.604
,
P
<
0.0001
National
ρ
=
0.540
,
P
<
0.0001
Funding allocation
National
r
=
0.705
,
P
<
0.0001
Relative eye size
Legal listing
International
ρ
=
0.576
,
P
<
0.0001
National
ρ
=
0.491
,
P
<
0.0001
Funding allocation
National
r
=
0.589
,
P
<
0.0001


## 4. Discussion

### 4.1. Effect of Phylogenetic Distance from Humans on Conservation Policies

Previous studies have demonstrated that humans prefer species that are phylogenetically close to us; these species tend to evoke a more positive affect than those that are phylogenetically distant from humans or physically dissimilar to human features [24, 25, 41, 42, 46]. Similarly, structural complexity, as an indicator of phylogenetic distance, is positively related to the amount of scientific output on different species, and this relationship underlies the high existence values and societal popularity of complex organisms [33]. In this sense, recent studies have shown that both conservation biology research and public support are skewed significantly towards birds and mammals [32, 35, 46–50]. Both results suggest that phylogenetic distance from humans underlies scientific and social preferences.Our results also show that funding allocation for vertebrate conservation mostly favors the protection of those species phylogenetically close to humans [30, 32, 51]. As in [25], we found that different groups of vertebrates vary in the amount of political attention they receive. On the one hand, few species of amphibians; bird orders such as Procellariiformes, Gaviiformes, and Pelecaniformes; and mammalian orders such as Cetacea receive relatively high amounts of political attention, as measured by their conservation budget (Table 4). On the other hand, fish, reptiles, and also some orders of small mammals (Rodentiaand Chiroptera) have low political power and receive fewer funds for their conservation, despite the important roles they play in ecosystem function [52]. Similarly, although many other nocturnal creatures are classified as threatened species in the Red lists, they do not receive conservation funds at national and subnational levels. These animals include most of amphibians, which often evoke feelings of disgust [53], and bats, which inspire primal fears related to the vampire myth [54].This overall taxonomic bias is stronger at national and subnational levels than at international scale. Taxonomic bias in Spanish conservation projects was evident in the overrepresentation of mammals and birds. This bias can occur because Spanish conservation efforts are based on available scientific information, and this information is biased towards species phylogenetically close to humans [29, 32, 55].


### 4.2. Effect of Morphology on Conservation Policies

Previous studies have demonstrated that humans’ preferences for animals are significantly influenced by physical characteristics of the species (e.g., [39, 40, 56–58]). In fact, people are more inclined to protect species that are large, aesthetically attractive, and regarded as possessing the capacities for feeling, thought, and pain [59].We found that there is a strong bias in both conservation legal listing and funding allocation towards species that are large, have a large relative eye size, and have a high relative weight (both in relation to their length). Our results agree with Lorenz’s “Kindchenschema” phenomenon because both listing and funding are biased towards those vertebrates with relative higher eye size and weight, especially in those vertebrates classes close to humans, that is, mammals and birds.We also found a stronger correlation for those taxonomic classes phylogenetically close to humans. Thus, we described a correlation between physical characteristics and funding allocation at the national and subnational levels for birds, and mammals. In fact, at lower organizational levels, especially at national level, mammals are the focus of conservation because of their charismatic appeal. They are more likely to receive conservation funds if they are charismatic, well-known, and large bodied [60]. Fortunately, some large charismatic vertebrate predators that are easily recognized, such as carnivores or raptors, can be used as flagship or umbrella species when the area under protection is small sized [61].


## 4.1. Effect of Phylogenetic Distance from Humans on Conservation Policies

Previous studies have demonstrated that humans prefer species that are phylogenetically close to us; these species tend to evoke a more positive affect than those that are phylogenetically distant from humans or physically dissimilar to human features [24, 25, 41, 42, 46]. Similarly, structural complexity, as an indicator of phylogenetic distance, is positively related to the amount of scientific output on different species, and this relationship underlies the high existence values and societal popularity of complex organisms [33]. In this sense, recent studies have shown that both conservation biology research and public support are skewed significantly towards birds and mammals [32, 35, 46–50]. Both results suggest that phylogenetic distance from humans underlies scientific and social preferences.Our results also show that funding allocation for vertebrate conservation mostly favors the protection of those species phylogenetically close to humans [30, 32, 51]. As in [25], we found that different groups of vertebrates vary in the amount of political attention they receive. On the one hand, few species of amphibians; bird orders such as Procellariiformes, Gaviiformes, and Pelecaniformes; and mammalian orders such as Cetacea receive relatively high amounts of political attention, as measured by their conservation budget (Table 4). On the other hand, fish, reptiles, and also some orders of small mammals (Rodentiaand Chiroptera) have low political power and receive fewer funds for their conservation, despite the important roles they play in ecosystem function [52]. Similarly, although many other nocturnal creatures are classified as threatened species in the Red lists, they do not receive conservation funds at national and subnational levels. These animals include most of amphibians, which often evoke feelings of disgust [53], and bats, which inspire primal fears related to the vampire myth [54].This overall taxonomic bias is stronger at national and subnational levels than at international scale. Taxonomic bias in Spanish conservation projects was evident in the overrepresentation of mammals and birds. This bias can occur because Spanish conservation efforts are based on available scientific information, and this information is biased towards species phylogenetically close to humans [29, 32, 55].


## 4.2. Effect of Morphology on Conservation Policies

Previous studies have demonstrated that humans’ preferences for animals are significantly influenced by physical characteristics of the species (e.g., [39, 40, 56–58]). In fact, people are more inclined to protect species that are large, aesthetically attractive, and regarded as possessing the capacities for feeling, thought, and pain [59].We found that there is a strong bias in both conservation legal listing and funding allocation towards species that are large, have a large relative eye size, and have a high relative weight (both in relation to their length). Our results agree with Lorenz’s “Kindchenschema” phenomenon because both listing and funding are biased towards those vertebrates with relative higher eye size and weight, especially in those vertebrates classes close to humans, that is, mammals and birds.We also found a stronger correlation for those taxonomic classes phylogenetically close to humans. Thus, we described a correlation between physical characteristics and funding allocation at the national and subnational levels for birds, and mammals. In fact, at lower organizational levels, especially at national level, mammals are the focus of conservation because of their charismatic appeal. They are more likely to receive conservation funds if they are charismatic, well-known, and large bodied [60]. Fortunately, some large charismatic vertebrate predators that are easily recognized, such as carnivores or raptors, can be used as flagship or umbrella species when the area under protection is small sized [61].


## 5. Conclusions

Understanding which factors motivate species conservation legislation and species priority setting is essential for redefining criteria for future conservation initiatives [62]. In this context, our results suggest that many conservation choices are made on subjective grounds, that is, anthropomorphic factors. Consistent with the conclusions of Metrick and Weitzman [30], we showed that likeability factors or “visceral” characteristics, including physical size, relative weight, and relative eye size, as well as whether the animals were higher life forms, play a more important role in setting priorities for vertebrate conservation. This effect was especially pronounced in legislation and funding allocation for vertebrate conservation at national organizational level. In this sense, according to Bottrill et al. [63], we highlight the need to improve management at the national level with greater connectivity among state and international agencies, having in account both expert opinions and conservation policies assessments.Although anthropomorphism could be a conservation tool because it has the potential to promote public participation in conservation actions [64], the legal bias towards charismatic species could reduce the probability of achieving the 2020 biodiversity target as policy attention is focused towards few taxonomic groups [25], obscuring those key taxonomic groups essential for maintaining ecological properties as well as a diverse flow of ecosystem services to society [65, 66]. Moreover, funding concentrated on just few charismatic species with neonatal features perpetuates the dearth of social, scientific, and political attention of many less visible species, promoting a sort of pit-fall trap in which few charismatic and cute species, mainly better-known species, tend to receive most of the conservation funds and policy attention [29].Therefore, it is essential to rethink the vertebrate conservation priority setting process in Spain because most of the social, scientific, and policy attention are allocated towards few charismatic species [7, 67]. Here, we should abandon the automatic allocation of resources to species based on these anthropomorphic factors and take into account a broader range of factors in funding decisions, such as the degree of taxonomic uniqueness of a species, the level of endemicity, the role of biodiversity in maintaining the resilience of ecosystems to disturbance, and the capacity to deliver a set of ecosystem services to society. Decisions could also consider cultural and spiritual values, which must be recognized to involve different groups of stakeholders in conservation decision making. In order to raise awareness of the value of biodiversity, including the value of less attractive species, it is essential to intensify efforts in providing information to the whole society about less cute and charismatic species through adequate environmental education programs. In order to create an environmentally responsible population that contributes to biodiversity conservation, we need to develop programs of environmental education beyond aesthetic appealing that address the ethical and instrumental values of the whole species diversity [68].Funding concentrated on just a few species with neonatal features perpetuate the dearth of knowledge of many less visible and cute species but essential in the maintenance of ecological functioning and therefore, in the delivery of ecosystem services for human wellbeing.



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*Source: 142670-2013-01-08.xml*