Indicators for biodiversity in agricultural landscapes: a pan‐European study
Open accessAbstract
Summary: In many European agricultural landscapes, species richness is declining considerably. Studies performed at a very large spatial scale are helpful in understanding the reasons for this decline and as a basis for guiding policy. In a unique, large‐scale study of 25 agricultural landscapes in seven European countries, we investigated relationships between species richness in several taxa, and the links between biodiversity and landscape structure and management. We estimated the total species richness of vascular plants, birds and five arthropod groups in each 16‐km 2 landscape, and recorded various measures of both landscape structure and intensity of agricultural land use. We studied correlations between taxonomic groups and the effects of landscape and land‐use parameters on the number of species in different taxonomic groups. Our statistical approach also accounted for regional variation in species richness unrelated to landscape or land‐use factors. The results reveal strong geographical trends in species richness in all taxonomic groups. No single species group emerged as a good predictor of all other species groups. Species richness of all groups increased with the area of semi‐natural habitats in the landscape. Species richness of birds and vascular plants was negatively associated with fertilizer use. Synthesis and applications. We conclude that indicator taxa are unlikely to provide an effective means of predicting biodiversity at a large spatial scale, especially where there is large biogeographical variation in species richness. However, a small list of landscape and land‐use parameters can be used in agricultural landscapes to infer large‐scale patterns of species richness. Our results suggest that to halt the loss of biodiversity in these landscapes, it is important to preserve and, if possible, increase the area of semi‐natural habitat.
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The Semi Natural Habitat (%SNH) indicator is strongly correlated with the presence of useful species of different taxa (e.g., bees, bugs) at the landscape scale.
“It is relevant for nature conservation and connectivity among natural areas, and it is strongly correlated with the presence of useful species of di erent taxa (e.g., bees, bugs) at the landscape scale [31].”
From An Actor-Oriented Multi-Criteria Assessment Framework to Support a Transition towards Sustainable Agricultural Systems Based on Crop Diversification (2020) · cites this paper as [31]
The Correlations with Landscape and Land-Use Indicators section reports that the area of semi-natural habitat was positively associated with the combined species richness of five arthropod taxa; the Biodiversity Assessment section identifies bees and true bugs among them. The paper measures species richness, not the presence of particular useful species, and does not establish that the species counted were useful. (LLM, conf=0.84)
Experimental — accuracy not yet measuredUsing particular, single taxa as indicators for biodiversity does not necessarily represent biodiversity as a whole and can therefore be misleading.
“Our findings are in line with Billeter et al. 26, who argued that using particular, single taxa as indicators for biodiversity does not necessarily represent biodiversity as a whole and can therefore be misleading.”
From Farming practices to enhance biodiversity across biomes: a systematic review (2024) · cites this paper as [26]
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Cites
Information Theory and an Extension of the Maximum Likelihood Principle
Akaike, H. (1998) · Springer series in statistics · doi:10.1007/978-1-4612-1694-0_15 · Cited by 18,384 · see citing works
Littell, R. C. (1996) · Medical Entomology and Zoology · Cited by 10,345 · see citing works
Global Biodiversity Scenarios for the Year 2100
Sala, O. E., Stuart Chapin, F., III, Armesto, J. J., Berlow, E., Bloomfield, J., Dirzo, R., Huber-Sanwald, E., Huenneke, L. F., Jackson, R. B., et al. (2000) · Science · doi:10.1126/science.287.5459.1770 · Cited by 9,280 · see citing works
Biodiversity and ecosystem functioning: Current knowledge and future challenges
Loreau, M., Naeem, S., Inchausti, P., Bengtsson, J., Grime, J. P., Hector, A., Hooper, D. U., Huston, M. A., Raffaelli, D., Schmid, B., et al. (2001) · Science · doi:10.1126/science.1064088 · Cited by 4,649 · see citing works
Landscape perspectives on agricultural intensification and biodiversity—Ecosystem service management
Tscharntke, T., Klein, A. M., Kruess, A., Steffan‐Dewenter, I., & Thies, C. (2005) · Ecology Letters · doi:10.1111/j.1461-0248.2005.00782.x · Cited by 4,455 · see citing works
Forecasting Agriculturally Driven Global Environmental Change
Tilman, D., Fargione, J., Wolff, B., D'Antonio, C., Dobson, A., Howarth, R., Schindler, D., Schlesinger, W. H., Simberloff, D., & Swackhamer, D. (2001) · Science · doi:10.1126/science.1057544 · Cited by 3,992 · see citing works
Farmland biodiversity: is habitat heterogeneity the key?
Benton, T. G., Vickery, J. A., & Wilson, J. D. (2003) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(03)00011-9 · Cited by 3,205 · see citing works
Tews, J., Brose, U., Grimm, V., Tielbörger, K., WICHMANN, M. C., Schwager, M., & Jeltsch, F. (2003) · Journal of Biogeography · doi:10.1046/j.0305-0270.2003.00994.x · Cited by 3,190 · see citing works
Farming and the Fate of Wild Nature
Green, R. E., Cornell, S. J., Scharlemann, J. P. W., & Balmford, A. (2005) · Science · doi:10.1126/science.1106049 · Cited by 2,238 · see citing works
Arrhenius, O. (1921) · Journal of Ecology · doi:10.2307/2255763 · Cited by 1,606 · see citing works
Post‐war changes in arable farming and biodiversity in Great Britain
Robinson, R. A., & Sutherland, W. J. (2002) · Journal of Applied Ecology · doi:10.1046/j.1365-2664.2002.00695.x · Cited by 1,560 · see citing works
How effective are European agri‐environment schemes in conserving and promoting biodiversity?
Kleijn, D., & Sutherland, W. J. (2003) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2003.00868.x · Cited by 1,505 · see citing works
Managing ecosystem services: what do we need to know about their ecology?
Kremen, C. (2005) · Ecology Letters · doi:10.1111/j.1461-0248.2005.00751.x · Cited by 1,412 · see citing works
Ecological impacts of arable intensification in Europe
Stoate, C., Boatman, N. D., Borralho, R., Carvalho, C. R., de Snoo, G. R., & Eden, P. (2001) · Journal of Environmental Management · doi:10.1006/jema.2001.0473 · Cited by 1,298 · see citing works
Scale-dependent effects of landscape context on three pollinator guilds
Steffan-Dewenter, I., Münzenberg, U., Bürger, C., Thies, C., & Tscharntke, T. (2002) · Ecology · doi:10.1890/0012-9658(2002)083[1421:sdeolc]2.0.co;2 · Cited by 1,187 · see citing works
The selection, testing and application of terrestrial insects as bioindicators
McGEOGH, M. A. (1998) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/j.1469-185x.1997.tb00029.x · Cited by 987 · see citing works
The role of weeds in supporting biological diversity within crop fields*
Marshall, E. J. P., BROWN, V. K., Boatman, N. D., Lutman, P. J. W., Squire, G. R., & Ward, L. K. (2003) · Weed Research · doi:10.1046/j.1365-3180.2003.00326.x · Cited by 916 · see citing works
Field margins in northern Europe: their functions and interactions with agriculture
Marshall, E. J. P., & Moonen, A. (2002) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(01)00315-2 · Cited by 872 · see citing works
Krebs, J. R., Wilson, J. D., Bradbury, R. B., & SIRIWARDENA, G. M. (1999) · Nature · doi:10.1038/23127 · Cited by 836 · see citing works
Kremen, C., Williams, N. M., Bugg, R. L., Fay, J. P., & Thorp, R. W. (2004) · Ecology Letters · doi:10.1111/j.1461-0248.2004.00662.x · Cited by 822 · see citing works
Agri-environment schemes do not effectively protect biodiversity in Dutch agricultural landscapes
Kleijn, D., Berendse, F., Smit, R., & Gilissen, N. (2001) · Nature · doi:10.1038/35099540 · Cited by 715 · see citing works
HENDRICKX, F., MAELFAIT, J., VAN WINGERDEN, W., SCHWEIGER, O., SPEELMANS, M., AVIRON, S., AUGENSTEIN, I., BILLETER, R., BAILEY, D., BUKACEK, R., et al. (2007) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2006.01270.x · Cited by 633 · see citing works
Self-citationGlobal tests of biodiversity concordance and the importance of endemism
Lamoreux, J. F., Morrison, J. C., Ricketts, T. H., Olson, D. M., Dinerstein, E., McKnight, M. W., & Shugart, H. H. (2005) · Nature · doi:10.1038/nature04291 · Cited by 537 · see citing works
AN ASYMPTOTIC THEORY FOR LINEAR MODEL SELECTION
Shao, J. (1997) · Cited by 503 · see citing works
Fertilization effects on species density and primary productivity in herbaceous plant communities
Gough, L., Osenberg, C. W., Gross, K. L., & Collins, S. L. (2000) · Oikos · doi:10.1034/j.1600-0706.2000.890302.x · Cited by 487 · see citing works
Topping, C. J., & SUNDERLAND, K. D. (1992) · Journal of Applied Ecology · doi:10.2307/2404516 · Cited by 446 · see citing works
Pearson, D. L., & Cassola, F. (1992) · Conservation Biology · doi:10.1046/j.1523-1739.1992.06030376.x · Cited by 443 · see citing works
R 2 Measures Based on Wald and Likelihood Ratio Joint Significance Tests
Magee, L. (1990) · The American Statistician · doi:10.1080/00031305.1990.10475731 · Cited by 439 · see citing works
Tscharntke, T., Steffan-Dewenter, I. D., Kruess, A., & Thies, C. (2002) · Ecological Applications · doi:10.1890/1051-0761(2002)012[0354:coshft]2.0.co;2 · Cited by 439 · see citing works
Regional biodiversity in an agricultural landscape: the contribution of seminatural habitat islands
Duelli, P., & Obrist, M. К. (2003) · Basic and Applied Ecology · doi:10.1078/1439-1791-00140 · Cited by 404 · see citing works
Steffan-Dewenter, I. D. (2003) · Conservation Biology · doi:10.1046/j.1523-1739.2003.01575.x · Cited by 386 · see citing works
Biodiversity evaluation in agricultural landscapes: An approach at two different scales
Duelli, P. (1997) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(96)01143-7 · Cited by 378 · see citing works
Biodiversity Assessment and Conservation Strategies
van Jaarsveld, A. S., Freitag, S., Chown, S. L., et al. (1998) · Science · doi:10.1126/science.279.5359.2106 · Cited by 366 · see citing works
Schweiger, O., Maelfait, J., van Wingerden, W., Hendrickx, F., Billeter, R., Speelmans, M., Augenstein, I., Aukema, B., Aviron, S., BAILEY, D., et al. (2005) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2005.01085.x · Cited by 352 · see citing works
Self-citationWeibull, A., Bengtsson, J., & Nohlgren, E. (2000) · Ecography · doi:10.1111/j.1600-0587.2000.tb00317.x · Cited by 349 · see citing works
The Common Agricultural Policy, EU enlargement and the conservation of Europe's farmland birds
Donald, P. F., Pisano, G., Rayment, M., & Pain, D. J. (2002) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(01)00244-4 · Cited by 301 · see citing works
R 2 Measures Based on Wald and Likelihood Ratio Joint Significance Tests
Magee, L. (1990) · The American Statistician · doi:10.2307/2685352 · Cited by 278 · see citing works
In search of the best correlates for local organismal biodiversity in cultivated areas
Duelli, P., & Obrist, M. К. (1998) · Biodiversity and Conservation · doi:10.1023/a:1008873510817 · Cited by 266 · see citing works
Testing the Value of Six Taxonomic Groups as Biodiversity Indicators at a Local Scale
Kati, V. I., Devillers, P., Dufrêne, M., et al. (2004) · Conservation Biology · doi:10.1111/j.1523-1739.2004.00465.x · Cited by 260 · see citing works
Assessing the intensity of temperate European agriculture at the landscape scale
Herzog, F., Steiner, B., Bailey, D., Baudry, J., Billeter, R., Bukáček, R., Blust, G. D., Cock, R. D., Dirksen, J., Dormann, C. F., et al. (2005) · European Journal of Agronomy · doi:10.1016/j.eja.2005.07.006 · Cited by 254 · see citing works
Self-citationResource manipulations in natural vegetation: a review
DiTommaso, A., & Aarssen, L. W. (1989) · Plant Ecology · doi:10.1007/bf00054662 · Cited by 235 · see citing works
Predictions of Biodiversity Response to Genetically Modified Herbicide-Tolerant Crops
Watkinson, A. R., Freckleton, R. P., Robinson, R. A., & Sutherland, W. J. (2000) · Science · doi:10.1126/science.289.5484.1554 · Cited by 216 · see citing works
Surrogate taxa for biodiversity in agricultural landscapes of eastern Austria
Sauberer, N., Zulka, K. P., Abensperg‐Traun, M., et al. (2003) · Biological Conservation · doi:10.1016/s0006-3207(03)00291-x · Cited by 214 · see citing works
Kleijn, D., & Snoeijing, G. I. J. (1997) · Journal of Applied Ecology · doi:10.2307/2405258 · Cited by 190 · see citing works
Species‐Richness Correlations of Six Different Taxa in Swedish Seminatural Grasslands
Vessby, K., Söderström, B., Glimskär, A., et al. (2002) · Conservation Biology · doi:10.1046/j.1523-1739.2002.00198.x · Cited by 171 · see citing works
Vascular Plant Diversity as a Surrogate for Bryophyte and Lichen Diversity
Pharo, E. J., Beattie, A. J., & BINNS, D. L. (1999) · Conservation Biology · doi:10.1046/j.1523-1739.1999.013002282.x · Cited by 169 · see citing works
The response of carabids to landscape simplification differs between trophic groups
Purtauf, T., Dauber, J., & Wolters, V. (2004) · Oecologia · doi:10.1007/s00442-004-1740-y · Cited by 166 · see citing works
Effect of land‐use heterogeneity on carabid communities at the landscape scale
Vanbergen, A. J., Woodcock, B. A., Watt, A. D., & Niemelä, J. K. (2005) · Ecography · doi:10.1111/j.0906-7590.2005.03991.x · Cited by 135 · see citing works
Effect of herbicide drift on adjacent boundary vegetation
de Snoo, G. R., & van der Poll, R. J. (1999) · Agriculture Ecosystems & Environment · doi:10.1016/s0167-8809(99)00008-0 · Cited by 123 · see citing works
Patterns of species richness in dry grassland patches in an agricultural landscape
Bruun, H. H. (2000) · Ecography · doi:10.1111/j.1600-0587.2000.tb00307.x · Cited by 121 · see citing works
Fahrig, L., & Jonsen, I. D. (1998) · Ecosystems · doi:10.1007/s100219900015 · Cited by 106 · see citing works
Thematic resolution matters: Indicators of landscape pattern for European agro-ecosystems
Bailey, D., Herzog, F., Augenstein, I., et al. (2006) · Ecological Indicators · doi:10.1016/j.ecolind.2006.08.001 · Cited by 100 · see citing works
Self-citationAgrobiodiversity: Characterization, Utilization and Management
Kristjanson, P. (2000) · Agricultural Systems · doi:10.1016/s0308-521x(00)00017-2 · Cited by 91 · see citing works
Green Veining: Landscape Determinants of Biodiversity in European Agricultural Landscapes
Grashof-Bokdam, C. J., & van Langevelde, F. (2005) · Landscape Ecology · doi:10.1007/s10980-004-5646-1 · Cited by 89 · see citing works
The Eunis Habitat Classification
Davies, C. E., & Moss:, D. (2000) · Figshare · doi:10.17895/ices.pub.25636863 · Cited by 74 · see citing works
Mason, C. F., & Macdonald, S. M. (2000) · Journal of Zoology · doi:10.1111/j.1469-7998.2000.tb01084.x · Cited by 61 · see citing works
Brooks, T. M., & Kennedy, E. (2004) · Nature · doi:10.1038/4311046a · Cited by 38 · see citing works
Giulio, M. D., & Edwards, P. J. (2003) · Ecological Entomology · doi:10.1046/j.1365-2311.2002.00488.x · Cited by 22 · see citing works
Self-citationMyklestad, Å., & Szetersdal, M. (2003) · Nordic Journal of Botany · doi:10.1111/j.1756-1051.2003.tb00439.x · Cited by 7 · see citing works
Crops grown on set-aside land bring wild birds back to the fields
Stoate, C., & Parish, D. (2001) · Nature · doi:10.1038/414687a · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Westrich, P. (1996) Habitat requirements of Central European bees and the problems of partial habitats. The Conservation of Bees (eds A. Matheson, S.L. Buchmann, C. O'Toole, P. Westrich & I. H. Williams), pp. 1-16. Academic Press, London.
Cited by
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Global effects of land use on local terrestrial biodiversity
Newbold, T., Hudson, L. N., Hill, S. L. L., Contu, S., Lysenko, I., Senior, R. A., Börger, L., Bennett, D. J., Choimes, A., Collen, B., et al. (2015) · Nature · doi:10.1038/nature14324 · Cited by 4,352 · see citing works
Functional landscape heterogeneity and animal biodiversity in agricultural landscapes
Fahrig, L., Baudry, J., Brotons, L., Burel, F. G., Crist, T. O., Fuller, R. J., Sirami, C., Siriwardena, G. M., & Martin, J. (2011) · Ecology Letters · doi:10.1111/j.1461-0248.2010.01559.x · Cited by 1,818 · see citing works
Self-citationLandscape-moderated biodiversity effects of agri-environmental management: a meta-analysis
Batáry, P., Báldi, A., Kleijn, D., & Tscharntke, T. (2011) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2010.1923 · Cited by 661 · see citing works
Scheper, J., Holzschuh, A., Kuussaari, M., Potts, S. G., Rundlöf, M., Smith, H. G., & Kleijn, D. (2013) · Ecology Letters · doi:10.1111/ele.12128 · Cited by 502 · see citing works
Scale matters: the impact of organic farming on biodiversity at different spatial scales
Gabriel, D., Sait, S. M., Hodgson, J. A., Schmutz, U., Kunin, W. E., & Benton, T. G. (2010) · Ecology Letters · doi:10.1111/j.1461-0248.2010.01481.x · Cited by 484 · see citing works
Blüthgen, N., Dormann, C. F., Prati, D., Klaus, V. H., Kleinebecker, T., Hölzel, N., Alt, F., Boch, S., Gockel, S., Hemp, A., et al. (2012) · Basic and Applied Ecology · doi:10.1016/j.baae.2012.04.001 · Cited by 465 · see citing works
Self-citationLe Féon, V., Schermann-Legionnet, A., Delettre, Y., Aviron, S., Billeter, R., Bugter, R., Hendrickx, F., & Burel, F. (2010) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2010.01.015 · Cited by 307 · see citing works
Self-citationFarming practices to enhance biodiversity across biomes: a systematic review
Cozim-Melges, F., Ripoll-Bosch, R., (Ciska) Veen, G. F., Oggiano, P., Bianchi, F. J. J. A., van der Putten, W. H., & van Zanten, H. H. E. (2024) · npj Biodiversity · doi:10.1038/s44185-023-00034-2 · Cited by 97 · see citing works
Iocola, I., Angevin, F., Bockstaller, C., Catarino, R., Curran, M., Messéan, A., Schader, C., Stilmant, D., Van Stappen, F., Vanhove, P., et al. (2020) · Sustainability · doi:10.3390/su12135434 · Cited by 47 · see citing works
“, bees, bugs) at the landscape scale [31].”
BackgroundConnectivity and propagule sources composition drive ditch plant metacommunity structure
Favre-Bac, L., Ernoult, A., Mony, C., Rantier, Y., Nabucet, J., & Burel, F. (2014) · Acta Oecologica · doi:10.1016/j.actao.2014.10.006 · Cited by 20 · see citing works
Self-citation
- Authors
- Billeter, R., Liira, J., Bailey, D., Bugter, R., Arens, P., Augenstein, I., Aviron, S., Baudry, J., Bukacek, R., Burel, F., Cerny, M., De Blust, G., De Cock, R., Diekötter, T., Dietz, H., Dirksen, J., Dormann, C., Durka, W., Frenzel, M., Hamersky, R., Hendrickx, F., Herzog, F., Klotz, S., Koolstra, B., Lausch, A., Le Coeur, D., Maelfait, J. P., Opdam, P., Roubalova, M., Schermann, A., Schermann, N., Schmidt, T., Schweiger, O., Smulders, M. J. M., Speelmans, M., Simova, P., Verboom, J., Van Wingerden, W. K. R. E., Zobel, M., & Edwards, P. J.
- Affiliations
- ETH Zurich (CH)
- University of Tartu (EE)
- Agroscope (CH)
- Wageningen University & Research (NL)
- Helmholtz Centre for Environmental Research (DE)
- Ecosystèmes, Biodiversité, Evolution (FR)
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (FR)
- Centre National de la Recherche Scientifique (FR)
- Institute of Forest Ecosystem Research (CZ)
- Justus-Liebig-Universität Gießen (DE)
- Nature Conservation Agency of the Czech Republic (CZ)
- Research Institute for Nature and Forest (BE)
- Institut National de la Recherche Agronomique (FR)
- Corresponding author
- Billeter, R.
- ORCID
- Venue
- Journal of Applied Ecology
- Publisher
- Wiley
- Published
- 2007-10-05
- Volume
- 45
- Issue
- 1
- Pages
- 141-150
- ISSN
- 0021-8901 (ISSN-L)
- 1365-2664
- OpenAlex
- W2112151272
- Cited by
- 741
- References
- 60
- Citations by year
- 2026: 25 · 2025: 31 · 2024: 37 · 2023: 29 · 2022: 47 · 2021: 31 · 2020: 37 · 2019: 56 · 2018: 33 · 2017: 52 · 2016: 48 · 2015: 44 · 2014: 48 · 2013: 38 · 2012: 37
- FWCI
- 24.57
- Type
- journal article
- Language
- en
- Open access
- green
- research.wur.nl
- Locations
- Journal of Applied Ecology (publishedVersion)
- Socio-Environmental Systems Modeling (submittedVersion)
- HAL (submittedVersion)
- Zürcher Hochschule für Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences) (submittedVersion, cc-by-nc-nd)
- Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
- Funders
- European Commission
- Stichting Nederlands Oogheelkundig Onderzoek
- Topics
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ecology and Vegetation Dynamics Studies
- Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
- Physical Sciences › Environmental Science › Ecology › Avian ecology and behavior
- Keywords
- biodiversity indicators, agricultural landscapes, species richness, landscape structure, land use intensity, semi-natural habitats, vascular plants, farmland birds, arthropods, fertilizer use, biogeographical variation, European agriculture
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