Spatial targeting of conservation actions is indispensable to protect and maintain farmland biodiversity and associated ecosystem services. To implement region-specific conservation actions, information on the spatial distribution of farmland biodiversity and its major drivers is a prerequisite. Here, we model the spatial distribution of species-rich farmland (defined by a minimum number of indicator plant species) and landscape elements (e.g. hedgerows, ditches, patches of woodland or scrub) at the national level by combining field-based survey data from a biological monitoring programme with agri-environmental variables. Adopting factor analysis and mixed effect models, we show that the percentage cover of species-rich farmland and landscape elements can be predicted by a combination of factors describing the intensity of arable farming, topography, low-input grassland farming, landscape structure and the intensity of livestock farming. Our results demonstrate that the relative importance of these factors differed between species-rich farmland and landscape elements. The share of species-rich farmland was highest in upland and structurally complex grassland-dominated regions where extensive livestock production is practised; whereas landscape elements were most likely to occur within flat regions where edge density tends to be high. In a policy context, our generated maps contribute to identifying priority regions for conservation actions. It is proposed that in regions with high coverage of species-rich farmland priority should be given to sustaining low-input grassland farming by keeping farmers in business and preventing farmland abandonment. We conclude that this modelling approach could be adapted for application in other European countries to facilitate spatial targeting of conservation actions. (C) 2014 Elsevier Ltd. All rights reserved.
机构:
East China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Jiang, Meichen
Kong, Jiaxin
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East China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Kong, Jiaxin
Zhang, Zhaochen
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Chinese Acad Sci, Lushan Bot Garden, Jiujiang 332900, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Zhang, Zhaochen
Hu, Jianbo
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Minist Transport, Tianjin Res Inst Water Transport Engn, Tianjin 300456, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Hu, Jianbo
Qin, Yuchu
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Chinese Acad Sci, Aerosp Informat Res Inst, Beijing 100101, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Qin, Yuchu
Shang, Kankan
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Chinese Acad Sci, Shanghai Chenshan Plant Sci Res Ctr, Shanghai Chenshan Bot Garden, Shanghai 201602, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Shang, Kankan
Zhao, Mingshui
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Tianmushan Natl Nat Reserve Management Bur, Hangzhou 311311, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
Zhao, Mingshui
Zhang, Jian
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East China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R ChinaEast China Normal Univ, Ctr Global Change & Complex Ecosyst, Sch Ecol & Environm Sci, Zhejiang Tiantong Forest Ecosyst Natl Observat & R, Shanghai 200241, Peoples R China
机构:
Stockholm Univ, Dept Ecol Environm & Plant Sci, SE-10691 Stockholm, SwedenStockholm Univ, Dept Ecol Environm & Plant Sci, SE-10691 Stockholm, Sweden
Eriksson, Ove
Bolmgren, Kjell
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Stockholm Univ, Dept Ecol Environm & Plant Sci, SE-10691 Stockholm, Sweden
Swedish Univ Agr Sci, Swedish Natl Phenol Network, Unit Field Based Forest Res, SE-36030 Lammhult, SwedenStockholm Univ, Dept Ecol Environm & Plant Sci, SE-10691 Stockholm, Sweden
Bolmgren, Kjell
Westin, Anna
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Swedish Univ Agr Sci, Swedish Biodivers Ctr, SE-75007 Uppsala, SwedenStockholm Univ, Dept Ecol Environm & Plant Sci, SE-10691 Stockholm, Sweden
机构:
Univ Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, Brazil
Torchelsen, Fabio Piccin
Cordero, Rodrigo Leon
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Univ Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, Brazil
Cordero, Rodrigo Leon
Overbeck, Gerhard Ernst
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Univ Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, Brazil
Univ Fed Rio Grande do Sul, Dept Bot, BR-91501970 Porto Alegre, RS, BrazilUniv Fed Rio Grande do Sul, Programa Posgrad Bot, BR-91501970 Porto Alegre, RS, Brazil
机构:
Chinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Li, Guo
Xiao, Nengwen
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Xiao, Nengwen
Luo, Zunlan
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Luo, Zunlan
Liu, Dongmei
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Liu, Dongmei
Zhao, Zhiping
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Zhao, Zhiping
Guan, Xiao
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Guan, Xiao
Zang, Chunxin
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Zang, Chunxin
Li, Junsheng
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Chinese Res Inst Environm Sci, Inst Ecol Environm, Beijing 100012, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China
Li, Junsheng
Shen, Zehao
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Peking Univ, Inst Ecol, Coll Urban & Environm Sci, Key Lab MOE Earth Surface Proc, Beijing 100871, Peoples R ChinaChinese Res Inst Environm Sci, State Environm Protect Key Lab Reg Ecoproc & Func, Beijing 100012, Peoples R China