Habitat suitability of neotenic net-winged beetles (Coleoptera: Lycidae) in China using combined ecological models, with implications for biological conservation

Aim China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for biodiversity conservation. Neotenic net‐winged beetles with limited dispersal ability generally occur in restricted ranges but rarely occur in Ch...

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Published inDiversity & distributions Vol. 28; no. 12; pp. 2806 - 2823
Main Authors Liu, Tong, Liu, Haoyu, Tong, Junbo, Yang, Yuxia
Format Journal Article
LanguageEnglish
Published Oxford Wiley 01.12.2022
John Wiley & Sons, Inc
Subjects
Algorithms
Beetles
Biodiversity
biodiversity conservation
Biodiversity hot spots
China
climate
Climate change
Conservation
Distribution patterns
Ecological models
Endangered & extinct species
Entropy
Females
geographical distribution
habitat suitability
Habitats
Himalayan region
Lycidae
Males
Maximum entropy
Modelling
montane areas
Mountains
neotenic Lycidae
RESEARCH ARTICLE
South East Asia
species distribution modelling
Wildlife conservation
Southeast Asia
Borneo
China
Himalayan region
South East Asia
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Abstract Aim China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for biodiversity conservation. Neotenic net‐winged beetles with limited dispersal ability generally occur in restricted ranges but rarely occur in China, which makes them ideal models for biogeographical studies to define biodiversity hotspots. This study will explore the potential distribution patterns of neotenic Lycidae in China to provide basic data for the implementation of biological conservation. Location China. Methods We conducted maximum entropy (MaxEnt) and random forest (RF) modelling to simulate the habitat suitability for neotenic Lycidae occurring in China under different climate scenarios by using all available distribution information in Southeast Asia (a total of 305 occurrence records) and several environmental variables. The dynamic changes in the potentially suitable habitats and centroids of neotenic Lycidae were simulated under all climate scenarios. Results The results indicated that potentially suitable habitats for neotenic Lycidae were mostly located in the montane areas and mountainous islands in southern China, including the eastern Himalayas, Gaoligong Mountains, Ailao Mountains, Hengduan Mountains, Wumeng Mountains, Miaoling Mountains, Daba Mountains, Wu Mountains, Yunkai Mountains, Wuzhi Mountains and Central Mountains. In addition, the dynamic analyses showed that their changes also occurred in montane areas, whose affinity and significance were confirmed in the biological conservation. Main conclusions Taking the unique neotenic Lycidae as the subject, we verify that several montane areas are biodiversity hotspots that have already been well‐recognized, while it is determined that some additional mountains could be potential hotspots. Therefore, more attention and biological conservation efforts should be used in these areas. In addition, using the ensemble modelling approach to identify potential distributions is a helpful tool to develop strategies for biological conservation, even if it has several limitations.
AbstractList Aim China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for biodiversity conservation. Neotenic net‐winged beetles with limited dispersal ability generally occur in restricted ranges but rarely occur in China, which makes them ideal models for biogeographical studies to define biodiversity hotspots. This study will explore the potential distribution patterns of neotenic Lycidae in China to provide basic data for the implementation of biological conservation. Location China. Methods We conducted maximum entropy (MaxEnt) and random forest (RF) modelling to simulate the habitat suitability for neotenic Lycidae occurring in China under different climate scenarios by using all available distribution information in Southeast Asia (a total of 305 occurrence records) and several environmental variables. The dynamic changes in the potentially suitable habitats and centroids of neotenic Lycidae were simulated under all climate scenarios. Results The results indicated that potentially suitable habitats for neotenic Lycidae were mostly located in the montane areas and mountainous islands in southern China, including the eastern Himalayas, Gaoligong Mountains, Ailao Mountains, Hengduan Mountains, Wumeng Mountains, Miaoling Mountains, Daba Mountains, Wu Mountains, Yunkai Mountains, Wuzhi Mountains and Central Mountains. In addition, the dynamic analyses showed that their changes also occurred in montane areas, whose affinity and significance were confirmed in the biological conservation. Main conclusions Taking the unique neotenic Lycidae as the subject, we verify that several montane areas are biodiversity hotspots that have already been well‐recognized, while it is determined that some additional mountains could be potential hotspots. Therefore, more attention and biological conservation efforts should be used in these areas. In addition, using the ensemble modelling approach to identify potential distributions is a helpful tool to develop strategies for biological conservation, even if it has several limitations.
AimChina has dozens of well-recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for biodiversity conservation. Neotenic net-winged beetles with limited dispersal ability generally occur in restricted ranges but rarely occur in China, which makes them ideal models for biogeographical studies to define biodiversity hotspots. This study will explore the potential distribution patterns of neotenic Lycidae in China to provide basic data for the implementation of biological conservation.LocationChina.MethodsWe conducted maximum entropy (MaxEnt) and random forest (RF) modelling to simulate the habitat suitability for neotenic Lycidae occurring in China under different climate scenarios by using all available distribution information in Southeast Asia (a total of 305 occurrence records) and several environmental variables. The dynamic changes in the potentially suitable habitats and centroids of neotenic Lycidae were simulated under all climate scenarios.ResultsThe results indicated that potentially suitable habitats for neotenic Lycidae were mostly located in the montane areas and mountainous islands in southern China, including the eastern Himalayas, Gaoligong Mountains, Ailao Mountains, Hengduan Mountains, Wumeng Mountains, Miaoling Mountains, Daba Mountains, Wu Mountains, Yunkai Mountains, Wuzhi Mountains and Central Mountains. In addition, the dynamic analyses showed that their changes also occurred in montane areas, whose affinity and significance were confirmed in the biological conservation.Main conclusionsTaking the unique neotenic Lycidae as the subject, we verify that several montane areas are biodiversity hotspots that have already been well-recognized, while it is determined that some additional mountains could be potential hotspots. Therefore, more attention and biological conservation efforts should be used in these areas. In addition, using the ensemble modelling approach to identify potential distributions is a helpful tool to develop strategies for biological conservation, even if it has several limitations.
AIM: China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for biodiversity conservation. Neotenic net‐winged beetles with limited dispersal ability generally occur in restricted ranges but rarely occur in China, which makes them ideal models for biogeographical studies to define biodiversity hotspots. This study will explore the potential distribution patterns of neotenic Lycidae in China to provide basic data for the implementation of biological conservation. LOCATION: China. METHODS: We conducted maximum entropy (MaxEnt) and random forest (RF) modelling to simulate the habitat suitability for neotenic Lycidae occurring in China under different climate scenarios by using all available distribution information in Southeast Asia (a total of 305 occurrence records) and several environmental variables. The dynamic changes in the potentially suitable habitats and centroids of neotenic Lycidae were simulated under all climate scenarios. RESULTS: The results indicated that potentially suitable habitats for neotenic Lycidae were mostly located in the montane areas and mountainous islands in southern China, including the eastern Himalayas, Gaoligong Mountains, Ailao Mountains, Hengduan Mountains, Wumeng Mountains, Miaoling Mountains, Daba Mountains, Wu Mountains, Yunkai Mountains, Wuzhi Mountains and Central Mountains. In addition, the dynamic analyses showed that their changes also occurred in montane areas, whose affinity and significance were confirmed in the biological conservation. MAIN CONCLUSIONS: Taking the unique neotenic Lycidae as the subject, we verify that several montane areas are biodiversity hotspots that have already been well‐recognized, while it is determined that some additional mountains could be potential hotspots. Therefore, more attention and biological conservation efforts should be used in these areas. In addition, using the ensemble modelling approach to identify potential distributions is a helpful tool to develop strategies for biological conservation, even if it has several limitations.
Author Tong, Junbo
Liu, Haoyu
Liu, Tong
Yang, Yuxia
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2008; 39
2006; 37
2008; 105
2020; 287
2020; 11
2001; 45
1997; 6
2018; 43
2013; 6
2014; 21
2018; 6
2018; 9
2000; 403
2003; 162
2006; 29
1985
2011; 65
2010; 5
2010; 30
2009; 15
2009; 18
2019; 7
2010; 33
2007; 200
2019; 9
2018; 183
2010; 39
2017; 67
2008; 58
1999; 21
2010; 5759
1983; 70
2016; 17
2007; 10
2004; 427
2004; 305
2016; 15
2007; 13
2018; 27
2012; 31
2016; 283
2012; 30
2007; 15
1999
2014; 426
2018; 19
2016; 6
2007; 150
2020; 30
2006; 43
2019; 44
2006; 190
2005; 8
2020; 26
2020; 433
2005; 2
2020; 21
1998; 73
2007; 88
2012; 43
2003; 100
2011; 144
2021; 25
2017; 5
2017; 40
2009; 46
2009; 40
1996; 39
2012; 2012
2020; 120
2021; 29
2017; 44
2020; 59
2016; 72
2008; 5
1992; 14
2021; 121
2011; 17
1985; 67
2014; 62
2021; 30
1993; 2
2007; 34
2013; 19
2014; 5
2013; 14
2013; 16
2017; 37
2000
2020; 137
2020; 45
2008; 62
2008; 275
2007; 23
2009; 325
2015; 12
1991; 2
2021; 4965
2004; 83
2015; 5
2020; 580
2002; 297
2011
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2015; 10
2011; 31
2009
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2005
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SSID ssj0003352
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Snippet Aim China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for...
AimChina has dozens of well-recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for...
AIM: China has dozens of well‐recognized biodiversity hotspots, but many more potential areas have not been estimated thoroughly, which is unfavourable for...
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StartPage 2806
SubjectTerms Algorithms
Beetles
Biodiversity
biodiversity conservation
Biodiversity hot spots
China
climate
Climate change
Conservation
Distribution patterns
Ecological models
Endangered & extinct species
Entropy
Females
geographical distribution
habitat suitability
Habitats
Himalayan region
Lycidae
Males
Maximum entropy
Modelling
montane areas
Mountains
neotenic Lycidae
RESEARCH ARTICLE
South East Asia
species distribution modelling
Wildlife conservation
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Title Habitat suitability of neotenic net-winged beetles (Coleoptera: Lycidae) in China using combined ecological models, with implications for biological conservation
URI https://www.jstor.org/stable/48699601
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Volume 28
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