Abstract
Abandoned farmland area has been expanding globally for decades. Studies showed that conservation value of abandoned farmland has differed among studies and regions, and thus is difficult to predict. However, predicting the effects of farmland abandonment on biodiversity remains vital to the development of appropriate conservation strategies. Here, we compared the species-, community-, and functional group-level habitat suitability of abandoned farmland for birds by comparison with active farmland (pasture, cropland, and rice paddy) and natural wetland on Hokkaido, Japan, over a study area of 400 km × 500 km. Results differed markedly between functional groups. The abundance and species richness of grassland species in abandoned farmland were higher than that in active farmland, and comparable to that in wetland. In contrast, abundance and richness of bare-ground species was highest in active farmland. For most species, interactive effects between climate variables and abandoned farmland were not significant, suggesting a consistent habitat suitability of abandoned farmland irrespective of varied climatic conditions. Our results suggest that abandoned farmland plays an important role as habitat for grassland and forest species at large scales; farmland abandonment provides a valuable alternative habitat for species whose primary habitats have been lost to agricultural expansion. Especially, abandoned farmland in warmer areas in Hokkaido would represent a potential mitigation to the negative effects of wetland loss. A functional group approach synthesizes varied species-level responses and allows for a comprehensive understanding of the habitat suitability of abandoned farmland. Adopting this approach will contribute to establishing appropriate conservation strategies.
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The datasets and code generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Acevedo-Charry O, Aide TM (2019) Recovery of amphibian, reptile, bird and mammal diversity during secondary forest succession in the tropics. Oikos 128:1065–1078. https://doi.org/10.1111/oik.06252
Batáry P, Dicks LV, Kleijn D, Sutherland WJ (2015) The role of agri-environment schemes in conservation and environmental management. Conserv Biol 29:1006–1016. https://doi.org/10.1111/cobi.12536
Báldi A, Batáry P (2011) The past and future of farmland birds in Hungary. Bird Study 58:365–377. https://doi.org/10.1080/00063657.2011.588685
Beckmann M, Gerstner K, Akin-Fajiye M, Ceaușu S, Kambach S, Kinlock NL et al (2019) Conventional land-use intensification reduces species richness and increases production: A global meta-analysis. Glob Change Biol 25:1941–1956. https://doi.org/10.1111/gcb.14606
Benjamin K, Domon G, Bouchard A (2005) Vegetation composition and succession of abandoned farmland: effects of ecological, historical and spatial factors. Landscape Ecol 20:627–647. https://doi.org/10.1007/s10980-005-0068-2
Berg Å, Gustafson T (2007) Meadow management and occurrence of corncrake Crex crex. Agric Ecosys Environ 120:139–144. https://doi.org/10.1016/j.agee.2006.08.009
Betts MG, Wolf C, Pfeifer M, Banks-Leite C, Arroyo-Rodríguez V, Ribeiro DB (2019) Extinction filters mediate the global effects of habitat fragmentation on animals. Science 366:1236–1239. https://doi.org/10.1126/science.aax9387
Bibby CJ, Burgess ND, Hill DA, Mustoe S (2000) Bird census techniques, 2nd edn. Academic Press, London
Brambilla M, Casale F, Bergero V, Bogliani G, Crovetto GM, Falco R et al (2010) Glorious past, uncertain present, bad future? Assessing effects of land-use changes on habitat suitability for a threatened farmland bird species. Biol Conserv 143:2770–2778. https://doi.org/10.1016/j.biocon.2010.07.025
Brown JH, Mehlman DW, Stevens GC (1995) Spatial variation in abundance. Ecology 76:2028–2043. https://doi.org/10.2307/1941678
Covas R, Blondel J (1998) Biogeography and history of the Mediterranean bird fauna. Ibis 140:395–407. https://doi.org/10.1111/j.1474-919X.1998.tb04600.x
Cramer VA, Hobbs RJ, Standish RJ (2008) What’s new about old fields? Land abandonment and ecosystem assembly. Trends Ecol Evol 23:104–112. https://doi.org/10.1016/j.tree.2007.10.005
Dahlström A, Rydin H, Borgegård S (2010) Remnant habitats for grassland species in an abandoned Swedish agricultural landscape. Appl Veg Sci 13:305–314. https://doi.org/10.1111/j.1654-109X.2009.01068.x
Davidson NC (2014) How much wetland has the world lost? Long-term and recent trends in global wetland area. Mar Freshwater Res 65:934–941. https://doi.org/10.1071/MF14173
Dyulgerova S, Gramatikov M, Pedashenko H, Vassilev K, Kati V, Nikolov SC (2015) Farmland birds and agricultural land abandonment: Evidences from Bulgaria. Acta Zool Bulg 67:223–234
Engloner AI (2009) Structure, growth dynamics and biomass of reed (Phragmites australis) – a review. Flora 204:331–346. https://doi.org/10.1016/j.flora.2008.05.001
Field RH, Anderson GQA (2004) Habitat use by breeding Tree Sparrows Passer montanus. Ibis 146:60–68. https://doi.org/10.1111/j.1474-919X.2004.00356.x
Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR et al (2005) Global consequences of land use. Science 309:570–574. https://doi.org/10.1126/science.1111772
Foley JA, Ramankutty N, Brauman KA, Cassidy ES, Gerber JS, Johnston M et al (2011) Solutions for a cultivated planet. Nature 478:337–342. https://doi.org/10.1038/nature10452
Fujimaki Y (2007) Breeding distribution of Narcissus flycatcher and blue and white flycatcher in central and southern Hokkaido. Strix 25:17–26 (in Japanese)
Fujimaki Y, Takami M (1986) Breeding bird populations in relation to vegetational change in a grassland in Hokkaido. Jpn J Ornithol 35:67–73. https://doi.org/10.3838/jjo.35.67
Gorzo JM, Pidgeon AM, Thogmartin WE, Allstadt AJ, Radeloff VC, Heglund PJ et al (2016) Using the North American breeding bird survey to assess broad-scale response of the continent’s most imperiled avian community, grassland birds, to weather variability. The Condor 118:502–512. https://doi.org/10.1650/CONDOR-15-180.1
Gregory RD, van Strien A, Vorisek P, Meyling AWG, Noble DG, Foppen RPB et al (2005) Developing indicators for European birds. Phil Trans R Soc Lond B 360:269–288. https://doi.org/10.1098/rstb.2004.1602
GSI (Geospatial Information Authority of Japan) (2000) National survey of lakes and wetlands. http://www.gsi.go.jp/kankyochiri/shicchimenseki2.html(in Japanese)
Hanioka M, Yamaura Y, Senzaki M, Yamanaka S, Kawamura K, Nakamura F (2018a) Assessing the landscape-dependent restoration potential of abandoned farmland using a hierarchical model of bird communities. Agric Ecosys Environ 265:217–225. https://doi.org/10.1016/j.agee.2018.06.014
Hanioka M, Yamaura Y, Yamanaka S, Senzaki M, Kawamura K, Terui A, Nakamura F (2018b) How much abandoned farmland is required to harbor comparable species richness and abundance of bird communities in wetland? Hierarchical community model suggests the importance of habitat structure and landscape context. Biodivers Conserv 27:1831–1848. https://doi.org/10.1007/s10531-018-1510-5
Ishikawa S (1983) Ecological studies on the floodplain vegetation in the Tohoku and Hokkaido districts, Japan. Ecol Rev 20:73–114
Kamp J, Urazaliev R, Donald PF, Hölzel N (2011) Post-Soviet agricultural change predicts future declines after recent recovery in Eurasian steppe bird populations. Biol Conserv 144:2607–2614. https://doi.org/10.1016/j.biocon.2011.07.010
Kamp J, Reinhard A, Frenzel M, Kämpfer S, Trappe J, Hölzel N (2018) Farmland bird responses to land abandonment in western Siberia. Agric Ecosys Environ 268:61–69. https://doi.org/10.1016/j.agee.2018.09.009
Katayama N, Osawa T, Amano T, Kusumoto Y (2015) Are both agricultural intensification and farmland abandonment threats to biodiversity? A test with bird communities in paddy-dominated landscapes. Agric Ecosys Environ 214:21–30. https://doi.org/10.1016/j.agee.2015.08.014
Kawamura K, Yamaura Y, Senzaki M, Yabuhara Y, Akasaka T, Nakamura F (2016) Effects of land use and climate on the distribution of the Jungle Nightjar Caprimulgus indicus in Hokkaido, northern Japan. Ornithol Sci 15:203–212. https://doi.org/10.2326/osj.15.203
Kellner K (2016) jagsUI: A wrapper around Rjags to streamline JAGS analyses. https://cran.r-project.org/web/packages/jagsUI/
Kennerley P, Pearson D (2010) Reed and bush warblers. Christopher Helm, London
Kéry M (2010) Introduction to WinBUGS for ecologists: Bayesian approach to regression, ANOVA, mixed models and related analyses. Academic Press, San Diego
Kitazawa M, Yamaura Y, Senzaki M, Kawamura K, Hanioka M, Nakamura F (2019) An evaluation of five agricultural habitat types for open land birds: abandoned farmland can have comparative values to undisturbed wetland. Ornithol Sci 18:3–16. https://doi.org/10.2326/osj.18.3
Kobayashi Y, Nakamura F (2018) The possibility of using abandoned farmlands for habitat restoration in societies with decreasing populations. In: Nakamura F (ed) Biodiversity conservation using umbrella species. Springer, Singapore, pp 185–196
Kobayashi Y, Higa M, Higashiyama K, Nakamura F (2020) Drivers of land-use changes in societies with decreasing populations: a comparison of the factors affecting farmland abandonment in a food production area in Japan. PLoS ONE 7:e0235846. https://doi.org/10.1371/journal.pone.0235846
Koshida C, Katayama N (2018) Meta-analysis of the effects of rice-field abandonment on biodiversity in Japan. Conserv Biol 32:1392–1402. https://doi.org/10.1111/cobi.13156
Lameris TK, Fijen TPM, Urazaliev R, Pulikova G, Donald PF, Kamp J (2016) Breeding ecology of the endemic Black Lark Melanocorypha yeltoniensis on natural steppe and abandoned croplands in post-Soviet Kazakhstan. Biodivers Conserv 25:2381–2400. https://doi.org/10.1007/s10531-015-1041-2
Maeda T (2001) Patterns of bird abundance and habitat use in rice fields of the Kanto Plain, central Japan. Ecol Res 16:569–585. https://doi.org/10.1046/j.1440-1703.2001.00418.x
MAFF (Ministry of Agriculture, Forestry and Fisheries) (2019) Area statistics. http://www.maff.go.jp/j/tokei/kouhyou/sakumotu/menseki/(in Japanese)
Martin TE (2001) Abiotic vs. biotic influences on habitat selection of coexisting species: climate change impacts? Ecology 82:175–188. https://doi.org/10.1890/0012-9658(2001)082[0175:AVBIOH]2.0.CO;2
MLIT (Ministry of Land, Infrastructure, Transport and Tourism) (2012) Mesh climate value 2010. http://nlftp.mlit.go.jp/ksj/gml/datalist/KsjTmplt-G02.html(in Japanese)
Morimoto J, Shibata M, Shida Y, Nakamura F (2017) Wetland restoration by natural succession in abandoned pastures with a degraded soil seed bank. Restor Ecol 25:1005–1014. https://doi.org/10.1111/rec.12516
Navarro LM, Pereira HM (2015) Rewilding abandoned landscapes in Europe. In: Navarro LM, Pereira HM (eds) Rewilding European landscapes. Springer International Publishing, New York, pp 3–23
Newbold T, Hudson LN, Hill SLL, Contu S, Lysenko I, Senior RA et al (2015) Global effects of land use on local terrestrial biodiversity. Nature 520:45–50. https://doi.org/10.1038/nature14324
Newbold T, Hudson LN, Arnell AP, Contu S, Palma AD, Ferrier S et al (2016) Has land use pushed terrestrial biodiversity beyond the planetary boundary? A global assessment. Science 353:288–291. https://doi.org/10.1126/science.aaf2201
Normile D (2016) Nature from nurture. Science 351:908–910. https://doi.org/10.1126/science.351.6276.908
Ockendon N, Thomas DHL, Cortina J, Adams WM, Aykroyd T, Barov B (2018) One hundred priority questions for landscape restoration in Europe. Biol Conserv 221:198–208. https://doi.org/10.1016/j.biocon.2018.03.002
Öckinger E, Eriksson AK, Smith HG (2006) Effects of grassland abandonment, restoration and management on butterflies and vascular plants. Biol Conserv 133:291–300. https://doi.org/10.1016/j.biocon.2006.06.009
Orłowski G (2005) Endangered and declining bird species of abandoned farmland in south-western Poland. Agric Ecosys Environ 111:231–236. https://doi.org/10.1016/j.agee.2005.06.012
Pereira HM, Navarro LM, Martins IS (2012) Global biodiversity change: The bad, the good, and the unknown. Annu Rev Environ Resour 37:25–50. https://doi.org/10.1146/annurev-environ-042911-093511
Plieninger T, Hui C, Gaertner M, Huntsinger L (2014) The impact of land abandonment on species richness and abundance in the Mediterranean basin: A meta-analysis. PLoS ONE 9:e98355. https://doi.org/10.1371/journal.pone.0098355
Plummer M (2016) Just another Gibbs sampler. http://mcmc-jags.sourceforge.net/
Queiroz C, Beilin R, Folke C, Lindborg R (2014) Farmland abandonment: threat or opportunity for biodiversity conservation? A global review. Front Ecol Evol 12:288–296. https://doi.org/10.1890/120348
R Core Team (2015) R: A language and environment for statistical computing. https://www.r-project.org/
Radovic A, Nikolov SC, Tepic N, Mikulic K, Jelaska SD, Budinski I (2013) The influence of land abandonment on farmland bird communities a case study from a floodplain landscape in continental Croatia. Folia Zool 62:269–281. https://doi.org/10.25225/fozo.v62.i4.a4.2013
Ralph CJ, Geupel GR, Pyle P, Martin TE, DeSante DF (1993) Handbook of field methods for monitoring. Pacific Southwest Research Station, Forest Service, USDA, Albany, CA
Ramankutty N, Foley JA (1999) Estimating historical changes in global land cover: Croplands from 1700 to 1992. Global Biogeochem Cy 13:997–1027. https://doi.org/10.1029/1999GB900046
Randin CF, Dirnböck T, Dullinger S, Zimmermann NE, Zappa M, Guisan A (2006) Are niche-based species distribution models transferable in space? J Biogeogr 33:1689–1703. https://doi.org/10.1111/j.1365-2699.2006.01466.x
Regos A, Domínguez J, Gil-Tena A, Brotons L, Ninyerola M, Pons X (2016) Rural abandoned landscapes and bird assemblages: winners and losers in the rewilding of a marginal mountain area (NW Spain). Reg Environ Change 16:199–211. https://doi.org/10.1007/s10113-014-0740-7
Rey-Benayas JM, Martins A, Nicolau JM, Schulz JJ (2007) Abandonment of agricultural land: an overview of drivers and consequences. CAB Rev: Perspect Agric, Vet Sci, Nutr Nat Resour 2:1–14. https://doi.org/10.1079/PAVSNNR20072057
Rosenthal G (2010) Secondary succession in a fallow central European wet grassland. Flora 205:153–160. https://doi.org/10.1016/j.flora.2009.02.003
Rozendaal DMA, Bongers F, Aide TM, Alvarez-Dávila E, Ascarrunz N, Balvanera P et al (2019) Biodiversity recovery of Neotropical secondary forests. Sci Adv 5:aau3114. https://doi.org/10.1126/sciadv.aau3114
Saito TI, Kobayashi M, Tani T (2018) Plant community structure of abandoned paddy fields in mountainous regions -A case study at Matsudai, Niigata Prefecture, Japan-. Bull Joetsu Univ Educ 37:557–564 (in Japanese with English abstract)
Schieck J (1997) Biased detection of bird vocalizations affects comparisons of bird abundance among forested habitats. Condor 99:179–190. https://doi.org/10.2307/1370236
Schmitt T, Rákosy L (2007) Changes of traditional agrarian landscapes and their conservation implications: a case study of butterflies in Romania. Divers Distrib 13:855–862. https://doi.org/10.1111/j.1472-4642.2007.00347.x
Sekercioglu CH (2006) Increasing awareness of avian ecological function. Trends Ecol Evol 21:464–471. https://doi.org/10.1016/j.tree.2006.05.007
Sirami C, Brotons L, Martin JL (2007) Vegetation and songbird response to land abandonment: from landscape to census plot. Divers Distrib 13:42–52. https://doi.org/10.1111/j.1472-4642.2006.00297.x
Sirami C, Brotons L, Burfield I, Fonderflick J, Martin JL (2008) Is land abandonment having an impact on biodiversity? A meta-analytical approach to bird distribution changes in the north-western Mediterranean. Biol Conserv 141:450–459. https://doi.org/10.1016/j.biocon.2007.10.015
Takagawa S, Ueta M, Amano T, Okahisa Y, Kamioki M, Takagi K et al (2011) JAVIAN database: a species-level database of life history, ecology and morphology of bird species in Japan. Bird Res 7:R9–R12 (in Japanese)
Tilman D, Fargione J, Wolff B, D’Antonio C, Dobson A, Howarth R et al (2001) Forecasting agriculturally driven global environmental change. Science 292:281–284. https://doi.org/10.1126/science.1057544
Uchida K, Ushimaru A (2014) Biodiversity declines due to abandonment and intensification of agricultural lands: patterns and mechanisms. Ecol Monogr 84:637–658. https://doi.org/10.1890/13-2170.1
Verhulst J, Báldi A, Kleijn D (2004) Relationship between land-use intensity and species richness and abundance of birds in Hungary. Agric Ecosys Environ 104:465–473. https://doi.org/10.1016/j.agee.2004.01.043
WWF (World Wildlife Fund) (2008) Living planet report 2008. https://d2ouvy59p0dg6k.cloudfront.net/downloads/lpr_living_planet_report_2008.pdf
Yamanaka S, Akasaka T, Yabuhara Y, Nakamura F (2017) Influence of farmland abandonment on the species composition of wetland ground beetles in Kushiro, Japan. Agric Ecosys Environ 249:31–37. https://doi.org/10.1016/j.agee.2017.07.027
Yamaura Y, Royle JA, Shimada N, Asanuma S, Sato T, Taki H, Makino S (2012) Biodiversity of man-made open habitats in an underused country: a class of multispecies abundance models for count data. Biodivers Conserv 21:1365–1380. https://doi.org/10.1007/s10531-012-0244-z
Yamaura Y, Connor EF, Royle JA, Itoh K, Sato K, Taki H, Mishima Y (2016a) Estimating species – area relationships by modeling abundance and frequency subject to incomplete sampling. Ecol Evol 6:4836–4848. https://doi.org/10.1002/ece3.2244
Yamaura Y, Kéry M, Royle JA (2016b) Study of biological communities subject to imperfect detection: bias and precision of community N-mixture abundance models in small-sample situations. Ecol Res 31:289–305. https://doi.org/10.1007/s11284-016-1340-4
Zakkak S, Radovic A, Nikolov SC, Shumka S, Kakalis L, Kati V (2015) Assessing the effect of agricultural land abandonment on bird communities in southern-eastern Europe. J Environ Manag 164:171–179. https://doi.org/10.1016/j.jenvman.2015.09.005
Zakkak S, Radovic A, Panitsa M, Vassilev K, Shuka L, Kuttner M et al (2018) Vegetation patterns along agricultural land abandonment in the Balkans. J Veg Sci 29:877–886. https://doi.org/10.1111/jvs.12670
Acknowledgements
We thank the farmers and citizens who own lands of sampling plots, municipal office staff of study regions, and staff of the land improvement associations for their kindness and cooperation with our field survey. Thoughtful comments by four anonymous reviewers helped to improve the manuscript. We also thank the members of the Ecosystem Management Group of Hokkaido University for their helpful discussions. Fieldwork was supported by the Environmental Research and Technology Development Fund (4-1504 and 4-1805) of the Ministry of the Environment of Japan. MK was supported by JSPS KAKENHI grants: number JP19J20957.
Funding
Fieldwork was supported by the Environmental Research and Technology Development Fund (4–1504 and 4–1805) of the Ministry of the Environment of Japan. MK was supported by JSPS KAKENHI Grants: Number JP19J20957.
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Kitazawa, M., Yamaura, Y., Kawamura, K. et al. Conservation values of abandoned farmland for birds: a functional group approach. Biodivers Conserv 30, 2017–2032 (2021). https://doi.org/10.1007/s10531-021-02178-8
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DOI: https://doi.org/10.1007/s10531-021-02178-8