Landscape Ecology

, Volume 33, Issue 9, pp 1633–1644 | Cite as

Landscape-scale modelling of agroforestry ecosystems services in Swiss orchards: a methodological approach

  • Sonja KayEmail author
  • Josep Crous-Duran
  • Silvestre García de Jalón
  • Anil Graves
  • João H. N. Palma
  • José V. Roces-Díaz
  • Erich Szerencsits
  • Robert Weibel
  • Felix Herzog
Research Article



Agroforestry systems in temperate Europe are known to provide both, provisioning and regulating ecosystem services (ES). Yet, it is poorly understood how these systems affect ES provision at a landscape scale in contrast to agricultural practises.


This study aimed at developing a novel, spatially explicit model to assess and quantify bundles of provisioning and regulating ES provided by landscapes with and without agroforestry systems and to test the hypothesis that agroforestry landscapes provide higher amounts of regulating ES than landscapes dominated by monocropping.


Focussing on ES that are relevant for agroforestry and agricultural practices, we selected six provisioning and regulating ES—“biomass production”, “groundwater recharge”, “nutrient retention”, “soil preservation”, “carbon storage”, “habitat and gene pool protection”. Algorithms for quantifying these services were identified, tested, adapted, and applied in a traditional cherry orchard landscape in Switzerland, as a case study. Eight landscape test sites of 1 km × 1 km, four dominated by agroforestry and four dominated by agriculture, were mapped and used as baseline for the model.


We found that the provisioning ES, namely the annual biomass yield, was higher in landscape test sites with agriculture, while the regulating ES were better represented in landscape test sites with agroforestry. The differences were found to be statistically significant for the indicators annual biomass yield, groundwater recharge rate, nitrate leaching, annual carbon sequestration, flowering resources, and share of semi-natural habitats.


This approach provides an example for spatially explicit quantification of provisioning and regulating ES and is suitable for comparing different land use scenarii at landscape scale.


Biodiversity Cherry orchard Climate change mitigation Erosion Landscape water balance Lonsdorf model Nitrate leaching 



The authors wish to express thanks to the farmers who allowed access to their land and to two anonymous reviewers for their comments that helped to improve the manuscript. We acknowledge funding through Grant 613520 from the European Commission (Project AGFORWARD, 7th Framework Program).

Supplementary material

10980_2018_691_MOESM1_ESM.pdf (1.3 mb)
Supplementary material 1 (PDF 1305 kb)
10980_2018_691_MOESM2_ESM.pdf (398 kb)
Supplementary material 2 (PDF 399 kb)


  1. AGRIDEA BLW (2017) Wegleitung Suisse-Bilanz, Vollzugs- und Planungsinstrument zur Stickstoff- und Phosphorbilanz. Auflage 1.14. Bundesamt für Landwirtschaft (BLW), Bern; Agridea, LindauGoogle Scholar
  2. Alam M, Olivier A, Paquette A, Dupras J, Revéret JP, Messier C (2014) A general framework for the quantification and valuation of ecosystem services of tree-based intercropping systems. Agrofor Syst 88:679–691CrossRefGoogle Scholar
  3. Allen RG, Pereira LS, Raes D, Smith M, Ab W (1998) Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. RomGoogle Scholar
  4. BAFU (2013) Nutzungsintensität der landwirtschaftlichen Fläche—Basisdaten aus dem Biodiversitäts-Monitoring Schweiz BDM. Bundesamt für Umwelt (BAFU), BernGoogle Scholar
  5. BAFU and BLW (2008) Umweltziele Landwirtschaft. Hergeleitet aus bestehenden rechtlichen Grundlagen. Bundesamt für Umwelt (BAFU), Bern; Bundesamt für Landwirtschaft (BLW), BernGoogle Scholar
  6. BAFU and BfS (2015) Schweizerische Forststatistik-Holzernte nach Kantonen, 2004–2014. Bundesamt für Umwelt (BAFU), Bern; Bundesamt für Statistik (BfS), NeuchâtelGoogle Scholar
  7. Bailey D, Schmidt-Entling MH, Eberhart P, Herrmann JD, Hofer G, Kormann U, Herzog F (2010) Effects of habitat amount and isolation on biodiversity in fragmented traditional orchards. J Appl Ecol 47:1003–1013CrossRefGoogle Scholar
  8. Birrer S, Spiess M, Herzog F, Jenny M, Kohli L, Lugrin B (2007) The Swiss agri-environment scheme promotes farmland birds: but only moderately. J Ornithol 148:295–303CrossRefGoogle Scholar
  9. BLW (2017) Agrarbericht 2017. Bundesamt für Landwirtschaft (BLW), BernGoogle Scholar
  10. Brändli U-B (2010) Schweizerisches Landesforstinventar. Ergebnisse der dritten Erhebung 2004–2006. Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft (WSL), Birmensdorf; Bundesamt für Umwelt (BAFU), BernGoogle Scholar
  11. Burkhard B, Kroll F, Müller F, Windhorst W (2009) Landscapes’ capacities to provide ecosystem services—a concept for land-cover based assessments. Landscape Online 15:1–22Google Scholar
  12. Cardinael R, Chevallier T, Barthès BG, Saby NPA, Parent T, Dupraz C, Bernoux M, Chenu C (2015) Impact of alley cropping agroforestry on stocks, forms and spatial distribution of soil organic carbon—a case study in a Mediterranean context. Geoderma 259–260:288–299CrossRefGoogle Scholar
  13. Conrad O, Bechtel B, Bock M, Dietrich H, Fischer E, Gerlitz L, Wehberg J, Wichmann V, Böhner J (2015) System for Automated Geoscientific Analyses (SAGA) v. 2.1.4. Geosci Model Dev 8:1991–2007CrossRefGoogle Scholar
  14. Crouzat E, Mouchet M, Turkelboom F, Byczek C, Meersmans J, Berger F, Verkerk PJ, Lavorel S (2015) Assessing bundles of ecosystem services from regional to landscape scale: Insights from the French Alps. J Appl Ecol 52:1145–1155CrossRefGoogle Scholar
  15. den Herder M, Moreno G, Mosquera-Losada RM, Palma JHN, Sidiropoulou A, Santiago Freijanes JJ, Crous-Duran J, Paulo JA, Tomé M, Pantera A, Papanastasis VP, Mantzanas K, Pachana P, Papadopoulos A, Plieninger T, Burgess PJ (2017) Current extent and stratification of agroforestry in the European Union. Agric Ecosyst Environ 241:121–132CrossRefGoogle Scholar
  16. ESRI (2016) ArcGIS Desktop: Release 10.4. Redlands, CA: Environmental Systems Research InstituteGoogle Scholar
  17. Eichhorn MP, Paris P, Herzog F, Incoll LD, Liagre F, Mantzanas K, Mayus M, Moreno G, Papanastasis VP, Pilbeam DJ, Pisanelli A, Dupraz C (2006) Silvoarable systems in Europe—past, present and future prospects. Agrofor Syst 67:29–50CrossRefGoogle Scholar
  18. Englund O, Berndes G, Cederberg C (2017) How to analyse ecosystem services in landscapes? A systematic review. Ecol Indic 73:492–504CrossRefGoogle Scholar
  19. European Commission (2013) Regulation (EU) No 1305/2013 on support for rural development by the European Agricultural Fund for Rural Development (EAFRD) and repealing Council Regulation (EC) No 1698/2005. Off J Eur Union 1698:487–548Google Scholar
  20. Fader M, Von Bloh W, Shi S, Bondeau A, Cramer W (2015) Modelling Mediterranean agro-ecosystems by including agricultural trees in the LPJmL model. Geosci Model Dev 8:3545–3561CrossRefGoogle Scholar
  21. Garibaldi LA, Gemmill-Herren B, D’Annolfo R, Graeub BE, Cunningham SA, Breeze TD (2017) Farming Approaches for Greater Biodiversity, Livelihoods, and Food Security. Trends Ecol. Evol 32(1):68-80CrossRefPubMedGoogle Scholar
  22. Haines-Young R, Potschin M (2013) Common international classification of ecosystem services (CICES): Consultation on Version 4, August–December 2012Google Scholar
  23. Hein L, van Koppen K, de Groot RS, van Ierland EC (2006) Spatial scales, stakeholders and the valuation of ecosystem services. Ecol Econ 57:209–228CrossRefGoogle Scholar
  24. Herzog F (1998) Streuobst: a traditional agroforestry system as a model for agroforestry development in temperate Europe. Agrofor Syst 42:61–80CrossRefGoogle Scholar
  25. Herzog F, Lüscher G, Arndorfer M, Bogers M, Balázs K, Bunce RGH, Dennis P, Falusi E, Friedel JK, Geijzendorffer IR, Gomiero T, Jeanneret P, Moreno G, Oschatz M-L, Paoletti MG, Sarthou J-P, Stoyanova S, Szerencsits E, Wolfrum S, Fjellstad W, Bailey D (2017) European farm scale habitat descriptors for the evaluation of biodiversity. Ecol Indic 77:205–217CrossRefGoogle Scholar
  26. Herzog F, Szerencsits E, Kay S, Roces-Díaz JV, Jäger M (2018) Agroforestry in Switzerland—a non-CAP European Country. In: Agroforestry as sustainable land use. 4th European Agroforestry Conference, Nijmegen 28–30.05.2018. pp 74–78Google Scholar
  27. Hürdler J, Prasuhn V, Spiess E (2015) Abschätzung diffuser Stickstoff- und Phosphoreinträge in die Gewässer der Schweiz. Bundesamt für Umwelt (BAFU), BernGoogle Scholar
  28. Jacobs S, Burkhard B, Van Daele T, Staes J, Schneiders A (2015) “The matrix reloaded”: a review of expert knowledge use for mapping ecosystem services. Ecol Modell 295:21–30CrossRefGoogle Scholar
  29. Jones KB, Zurlini G, Kienast F, Petrosillo I, Edwards T, Wade TG, Li B, Zaccarelli N (2013) Informing landscape planning and design for sustaining ecosystem services from existing spatial patterns and knowledge. Landscape Ecol 28:1175–1192CrossRefGoogle Scholar
  30. Jose S (2009) Agroforestry for ecosystem services and environmental benefits: an overview. Agrofor Syst 76:1–10CrossRefGoogle Scholar
  31. Kay S, Crous-Duran J, García de Jalón S, Graves A, Ferreiro-Domínguez N, Moreno G, Mosquera-Losada MR, Palma JH, Roces-Díaz JV, Santiago-Freijanes JJ, Szerencsits E, Weibel R, Herzog F (2018) Spatial similarities between European agroforestry systems and ecosystem services at the landscape scale. Agrofor Syst 92:1075–1089CrossRefGoogle Scholar
  32. Kennedy CM, Lonsdorf E, Neel MC, Williams NM, Ricketts TH, Winfree R, Bommarco R, Brittain C, Burley AL, Cariveau D, Carvalheiro LG, Chacoff NP, Cunningham SA, Danforth BN, Dudenhöffer JH, Elle E, Gaines HR, Garibaldi LA, Gratton C, Holzschuh A, Isaacs R, Javorek SK, Jha S, Klein AM, Krewenka K, Mandelik Y, Mayfield MM, Morandin L, Neame LA, Otieno M, Park M, Potts SG, Rundlöf M, Saez A, Steffan-Dewenter I, Taki H, Viana BF, Westphal C, Wilson JK, Greenleaf SS, Kremen C (2013) A global quantitative synthesis of local and landscape effects on wild bee pollinators in agroecosystems. Ecol Lett 16:584–599CrossRefPubMedGoogle Scholar
  33. Liski J, Palosuo T, Peltoniemi M, Sievänen R (2005) Carbon and decomposition model Yasso for forest soils. Ecol Modell 189:168–182CrossRefGoogle Scholar
  34. Lonsdorf E, Kremen C, Ricketts T, Winfree R, Williams N, Greenleaf S (2009) Modelling pollination services across agricultural landscapes. Ann Bot 103:1589–1600CrossRefPubMedPubMedCentralGoogle Scholar
  35. López-Díaz ML, Rolo V, Moreno G (2011) Trees’ role in nitrogen leaching after organic, mineral fertilization: a greenhouse experiment. J Environ Qual 40:853–859CrossRefPubMedGoogle Scholar
  36. Maes J, Barbosa A, Baranzelli C, Zulian G, Batista e Silva F, Vandecasteele I, Hiederer R, Liquete C, Paracchini ML, Mubareka S, Jacobs-Crisioni C, Castillo CP, Lavalle C (2015) More green infrastructure is required to maintain ecosystem services under current trends in land-use change in Europe. Landsc Ecol 30:517–534CrossRefGoogle Scholar
  37. Maes J, Liquete C, Teller A, Erhard M, Paracchini ML, Barredo JI, Grizzetti B, Cardoso A, Somma F, Petersen J-E, Meiner A, Gelabert ER, Zal N, Kristensen P, Bastrup-Birk A, Biala K, Piroddi C, Egoh B, Degeorges P, Fiorina C, Santos-Martín F, Naruševičius V, Verboven J, Pereira HM, Bengtsson J, Gocheva K, Marta-Pedroso C, Snäll T, Estreguil C, San-Miguel-Ayanz J, Pérez-Soba M, Grêt-Regamey A, Lillebø AI, Malak DA, Condé S, Moen J, Czúcz B, Drakou EG, Zulian G, Lavalle C (2016) An indicator framework for assessing ecosystem services in support of the EU Biodiversity Strategy to 2020. Ecosyst Serv 17:14–23CrossRefGoogle Scholar
  38. MEA (2003) Ecosystems and human well-being. Millenium ecosystem assessment. Island Press, Washington, DCGoogle Scholar
  39. Moreno G, Aviron S, Berg S, Crous-Duran J, Franca A, García de Jalón S, Hartel T, Mirck J, Pantera A, Palma JHN, Paulo JA, Re GA, Sanna F, Thenail C, Varga A, Viaud V, Burgess PJ (2018) Agroforestry systems of high nature and cultural value in Europe: provision of commercial goods and other ecosystem services. Agrofor Syst 92:877–891CrossRefGoogle Scholar
  40. Mouchet MA, Paracchini ML, Schulp CJE, Stürck J, Verkerk PJ, Verburg PH, Lavorel S (2017) Bundles of ecosystem (dis)services and multifunctionality across European landscapes. Ecol Indic 73:23–28CrossRefGoogle Scholar
  41. Nabuurs GJ, Schelhaas MJ (2002) Carbon profiles of typical forest types across Europe assessed with CO2FIX. Ecol Indic 1:213–223CrossRefGoogle Scholar
  42. Nair VD, Nair PKR, Kalmbacher RS, Ezenwa IV (2007) Reducing nutrient loss from farms through silvopastoral practices in coarse-textured soils of Florida, (USA). Ecol Eng 29:192–199CrossRefGoogle Scholar
  43. Nerlich K, Graeff-Hönninger S, Claupein W (2013) Agroforestry in Europe: a review of the disappearance of traditional systems and development of modern agroforestry practices, with emphasis on experiences in Germany. Agrofor Syst 87:1211CrossRefGoogle Scholar
  44. Palma JHN, Graves AR, Burgess PJ, Keesman KJ, van Keulen H, Mayus M, Reisner Y, Herzog F (2007) Methodological approach for the assessment of environmental effects of agroforestry at the landscape scale. Ecol Eng 29:450–462CrossRefGoogle Scholar
  45. Palma JHN, Oliveira T, Crous-Duran J, Graves AR, Garcia de Jalon S, Upson M, Giannitsopoulos M, Burgess PJ, Paulo JA, Tomé M, Ferreiro-Dominguéz N, Mosquera-Losada MR, Gonzalez-Hernández P, Kay S, Mirk J, Kanzler M, Smith J, Moreno G, Pantera A, Mantovani D, Rosati A, Luske B, Hermansen J (2017) Deliverable 6.17 (6.2): Modelled agroforestry outputs at field and farm scale to support biophysical and environmental assessments. AGFORWARD project. p 162Google Scholar
  46. Pumariño L, Sileshi GW, Gripenberg S, Kaartinen R, Barrios E, Muchane MN, Midega C, Jonsson M (2015) Effects of agroforestry on pest, disease and weed control: a meta-analysis. Basic Appl Ecol 16:573–582CrossRefGoogle Scholar
  47. R Development Core Team (2016) R Software. R: a language and environment for statistical computingGoogle Scholar
  48. Renard K, Foster G, Weesies G, McCool D, Yoder D (1997) Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE). Agricultural Handbook No. 703. U.S. Department of Agriculture (USDA)Google Scholar
  49. Rodríguez-Ortega T, Oteros-Rozas E, Ripoll-Bosch R, Tichit M, Martín-López B, Bernués A (2014) Applying the ecosystem services framework to pasture-based livestock farming systems in Europe. Animal 8:1361–1372CrossRefPubMedGoogle Scholar
  50. Sánchez IA, McCollin D (2015) A comparison of microclimate and environmental modification produced by hedgerows and dehesa in the Mediterranean region: a study in the Guadarrama region, Spain. Landsc Urban Plan 143:230–237CrossRefGoogle Scholar
  51. Scherr SJ, Shames S, Friedman R (2012) From climate-smart agriculture to climate-smart landscapes. Agric Food Secur 1:12CrossRefGoogle Scholar
  52. Schröter M, Remme RP, Sumarga E, Barton DN, Hein L (2014) Lessons learned for spatial modelling of ecosystem services in support of ecosystem accounting. Ecosyst Serv 13:64–69CrossRefGoogle Scholar
  53. Schüepp C, Herzog F, Entling MH (2013) Disentangling multiple drivers of pollination in a landscape-scale experiment. Proc R Soc B Biol Sci 281:20132667CrossRefGoogle Scholar
  54. Sereke F, Graves AR, Dux D, Palma JHN, Herzog F (2015) Innovative agroecosystem goods and services: key profitability drivers in Swiss agroforestry. Agron Sustain Dev 35:759–770CrossRefGoogle Scholar
  55. Syswerda SP, Robertson GP (2014) Ecosystem services along a management gradient in Michigan (USA) cropping systems. Agric Ecosyst Environ 189:28–35CrossRefGoogle Scholar
  56. Termorshuizen JW, Opdam P (2009) Landscape services as a bridge between landscape ecology and sustainable development. Landscape Ecol 24:1037–1052CrossRefGoogle Scholar
  57. Torralba M, Fagerholm N, Burgess PJ, Moreno G, Plieninger T (2016) Do European agroforestry systems enhance biodiversity and ecosystem services? A meta-analysis. Agric Ecosyst Environ 230:150–161CrossRefGoogle Scholar
  58. Tsonkova P, Quinkenstein A, Böhm C, Freese D, Schaller E (2014) Ecosystem services assessment tool for agroforestry (ESAT-A): an approach to assess selected ecosystem services provided by alley cropping systems. Ecol Indic 45:285–299CrossRefGoogle Scholar
  59. Udawatta RP, Kremer RJ, Adamson BW, Anderson SH (2008) Variations in soil aggregate stability and enzyme activities in a temperate agroforestry practice. Appl Soil Ecol 39:153–160CrossRefGoogle Scholar
  60. Verburg PH, van Asselen S, van der Zanden EH, Stehfest E (2013) The representation of landscapes in global scale assessments of environmental change. Landscape Ecol 28:1067–1080CrossRefGoogle Scholar
  61. Wezel A, Casagrande M, Celette F, Vian JF, Ferrer A, Peigné J (2014) Agroecological practices for sustainable agriculture. A review. Agron Sustain Dev 34:1–20CrossRefGoogle Scholar

Copyright information

© Springer Nature B.V. 2018

Authors and Affiliations

  • Sonja Kay
    • 1
    Email author
  • Josep Crous-Duran
    • 2
  • Silvestre García de Jalón
    • 4
  • Anil Graves
    • 3
  • João H. N. Palma
    • 2
  • José V. Roces-Díaz
    • 5
  • Erich Szerencsits
    • 1
  • Robert Weibel
    • 6
  • Felix Herzog
    • 1
  1. 1.Agroscope, Department of Agroecology and EnvironmentZurichSwitzerland
  2. 2.Forest Research Centre, School of AgricultureUniversity of LisbonLisbonPortugal
  3. 3.Cranfield UniversityCranfieldUK
  4. 4.Basque Centre for Climate Change (BC3)Leioa, VizcayaSpain
  5. 5.Department of GeographySwansea UniversitySwanseaUK
  6. 6.Department of GeographyUniversity of ZurichZurichSwitzerland

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