Effects of land use and climate change on ecosystem services in Central Asia's arid regions: A case study in Altay Prefecture, China

Science of the Total Environment

Volumn 607-608, Issue , 2017, Pages 633-646

  Fu, Qi ^a   Li, Bo ^a   Hou, Ying ^b   Bi, Xu ^a   Zhang, Xinshi ^a,c  

^a BEIJING NORMAL UNIVERSITY   (China)

^b RESEARCH CENTER FOR ECO ENVIRONMENTAL SCIENCES   (China)

^c INSTITUTE OF BOTANY   (China)

Author keywords

Central Asia's arid regions; Climate change; Ecosystem services; Land use change; Mountain oasis desert system

Indexed keywords

ARID REGIONS; CONSERVATION; CULTIVATION; ECOLOGY; ECONOMICS; ECOSYSTEMS; INVESTMENTS; LAND USE; LANDFORMS; SOIL CONSERVATION; WETTING;

AGRICULTURAL SCIENCE AND TECHNOLOGIES; BIOPHYSICAL MODEL; CENTRAL ASIA; ECOSYSTEM SERVICES; LAND-USE CHANGE; MOUNTAIN-OASIS-DESERT SYSTEM; SPATIAL AND TEMPORAL VARIATION; WETTING PHENOMENON;

CLIMATE CHANGE;

ARID REGION; CLIMATE CHANGE; DESERT; ECOSYSTEM SERVICE; LAND USE CHANGE; MOUNTAIN REGION; OASIS; SPATIAL VARIATION; TEMPORAL VARIATION;

ARTICLE; BIOPHYSICS; CASE STUDY; CHINA; CLIMATE CHANGE; CONTROLLED STUDY; CROP PRODUCTION; CROPLAND; ENVIRONMENTAL ASPECTS AND RELATED PHENOMENA; ENVIRONMENTAL MANAGEMENT; ENVIRONMENTAL PROTECTION; ENVIRONMENTAL SUSTAINABILITY; ENVIRONMENTAL TEMPERATURE; GRASSLAND; LAND USE; PRIORITY JOURNAL; SAND FIXATION; SOIL EROSION; WARMING; WATER YIELD;

ALTAY [XINJIANG UYGUR]; CHINA; XINJIANG UYGUR;

EID: 85022212012     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2017.06.241     Document Type: Article

References (83)

1. Akuja, T., Avni, Y., Zaady, E., Gutterman, Y., Soil erosion effects as indicators of desertification processes in the northern Negev Desert. Soil Eros. Res. 21st Century, Proc., 2001, 595–598.
2. Bateman, I.J., Harwood, A.R., Mace, G.M., Watson, R.T., Abson, D.J., Andrews, B., Binner, A., Crowe, A., Day, B.H., Dugdale, S., Fezzi, C., Foden, J., Hadley, D., Haines-Young, R., Hulme, M., Kontoleon, A., Lovett, A. a, Munday, P., Pascual, U., Paterson, J., Perino, G., Sen, A., Siriwardena, G., van Soest, D., Termansen, M., Bringing ecosystem services into economic decision-making: land use in the United Kingdom. Science 341 (2013), 45–50, 10.1126/science.1234379.
3. Bennett, E.M., Peterson, G.D., Levitt, E.A., Looking to the future of ecosystem services. Ecosystems 8 (2005), 125–132, 10.1007/s10021-004-0078-y.
4. Bennett, E.M., Peterson, G.D., Gordon, L.J., Understanding relationships among multiple ecosystem services. Ecol. Lett. 12 (2009), 1394–1404, 10.1111/j.1461-0248.2009.01387.x.
5. Burkhard, B., Kandziora, M., Hou, Y., Müller, F., Ecosystem service potentials, flows and demands-concepts for spatial localisation, indication and quantification. Landscape 34 (2014), 1–32, 10.3097/LO.201434 (Online).
6. Cai, C., Ding, S., Shi, Z., Huang, L., Zhang, G., Study of applying USLE and geographical information system IDRISI to predict soil erosion in small watershed. J. Soil Water Conserv. 14 (2000), 19–24.
7. Canadell, J., Jackson, R., Ehleringer, J., Mooney, H.A., Sala, O.E., Schulze, E.-D., Maximum rooting depth of vegetation types at the global scale. Oecologia 108 (1996), 583–595, 10.1007/BF00329030.
8. Chen, L., Xie, G., Zhang, C., Liu, C., Chen, C., Wang, H., Ecosystem function and regionalization in the Lancang river basin. Resour. Sci. 35 (2013), 816–823.
9. Chuai, X., Huang, X., Wu, C., Li, J., Lu, Q., Qi, X., Zhang, M., Zuo, T., Lu, J., Land use and ecosystems services value changes and ecological land management in coastal Jiangsu, China. Habitat Int. 57 (2016), 164–174, 10.1016/j.habitatint.2016.07.004.
10. Costanza, R., D'Arge, R., De Groot, R.S., Farber, S., Grasso, M., Hannon, B., Limburg, K., Naeem, S., O'Neill, R.V., Paruelo, J., Raskin, R.G., Sutton, P., van den Belt, M., The value of the world's ecosystem services and natural capital. Nature, 1997, 10.1038/387253a0.
11. Daily, G.C., Nature's Services: Societal Dependence On Natural Ecosystems. (Nature's Serv. Soc. Depend. Nat. Ecosyst.), 1997, 10.1017/S1367943098221123.
12. Dong, X., Zhang, Y., Yan, M., Zhang, X., Coupling of mountain-basin system and agricultural structure adjustment in north of Tianshan mountain. Res. Agric. Mod. 27 (2006), 377–379.
13. Dong, X., Yang, W., Ulgiati, S., Yan, M., Zhang, X., The impact of human activities on natural capital and ecosystem services of natural pastures in North Xinjiang, China. Ecol. Model. 225 (2012), 28–39, 10.1016/j.ecolmodel.2011.11.006.
14. Estoque, R.C., Murayama, Y., Examining the potential impact of land use/cover changes on the ecosystem services of Baguio city, the Philippines: a scenario-based analysis. Appl. Geogr. 35 (2012), 316–326, 10.1016/j.apgeog.2012.08.006.
15. Fryrear, D.W., Saleh, A., Bilbro, J.D., A single event wind erosion model. Trans. ASAE 41 (1998), 1369–1374.
16. Fu, Q., The Application of RS and GIS in the Risk Assessment of Calamities of Regional Landslides. 2013, Chengdu University of Technology.
17. Fu, B., Zhang, L., Land-use change and ecosystem services: concepts, methods and process. Prog. Geogr. 33 (2014), 441–446.
18. Fu, B., Liu, Y., Lü, Y., He, C., Zeng, Y., Wu, B., Assessing the soil erosion control service of ecosystems change in the Loess Plateau of China. Ecol. Complex. 8 (2011), 284–293, 10.1016/j.ecocom.2011.07.003.
19. Fu, Q., Li, B., Yang, L., Wu, Z., Zhang, X., Ecosystem services evaluation and its spatial characteristics in Central Asia's arid regions: a case study in Altay Prefecture, China. Sustainability 7 (2015), 8335–8353, 10.3390/su7078335.
20. Gao, J., Li, F., Gao, H., Zhou, C., Zhang, X., The impact of land-use change on water-related ecosystem services: a study of the Guishui River Basin, Beijing, China. J. Clean. Prod., 1–8, 2015, 10.1016/j.jclepro.2016.01.049.
21. Geng, X., Wang, X., Yan, H., Zhang, Q., Jin, G., Land use/land cover change induced impacts on water supply service in the upper reach of Heihe River Basin. Sustainability 7 (2014), 366–383, 10.3390/su7010366.
22. Gulzat, H., Zhao, J., Analysis on climate change in recent 50 years in Altay Prefecture,Xinjiang. Arid Zo. Res. 28 (2011), 268–274, 10.13866/j.azr.2011.02.023.
23. Guo, Z., Improvement and Application of RWEQ Model in North China. 2012, Beijing Normal University.
24. Guo, Z., Zobeck, T.M., Stout, J.E., Zhang, K., The effect of wind averaging time on wind erosivity estimation. Earth Surf. Process. Landf. 37 (2012), 797–802, 10.1002/esp.3222.
25. Hao, R., Yu, D., Liu, Y., Liu, Y., Qiao, J., Wang, X., Du, J., Impacts of changes in climate and landscape pattern on ecosystem services. Sci. Total Environ. 579 (2016), 718–728, 10.1016/j.scitotenv.2016.11.036.
26. Hong, N.B., Yabe, M., Improvement in irrigation water use efficiency: a strategy for climate change adaptation and sustainable development of Vietnamese tea production. Environ. Dev. Sustain., 1–17, 2016, 10.1007/s10668-016-9793-8.
27. Hou, Y., Burkhard, B., Muller, F., Uncertainties in landscape analysis and ecosystem service assessment. J. Environ. Manag. 127 (2013), S117–S131, 10.1016/j.jenvman.2012.12.002.
28. Hou, Y., Li, B., Müller, F., Chen, W., Ecosystem services of human-dominated watersheds and land use influences: a case study from the Dianchi Lake watershed in China. Environ. Monit. Assess., 188, 2016, 652, 10.1007/s10661-016-5629-0.
29. Hu, H., Fu, B., Lü, Y., Zheng, Z., SAORES: a spatially explicit assessment and optimization tool for regional ecosystem services. Landsc. Ecol. 30 (2015), 547–560, 10.1007/s10980-014-0126-8.
30. Huang, Y., Li, Y.P., Chen, X., Ma, Y.G., Optimization of the irrigation water resources for agricultural sustainability in Tarim River Basin, China. Agric. Water Manag. 107 (2012), 74–85, 10.1016/j.agwat.2012.01.012.
31. Jia, X., Fu, B., Feng, X., Hou, G., Liu, Y., Wang, X., The tradeoff and synergy between ecosystem services in the grain-for-green areas in Northern Shaanxi, China. Ecol. Indic. 43 (2014), 103–111, 10.1016/j.ecolind.2014.02.028.
32. Jiang, C., Li, D., Wang, D., Zhang, L., Quantification and assessment of changes in ecosystem service in the Three-river Headwaters Region, China as a result of climate variability and land cover change. Ecol. Indic. 66 (2016), 199–211, 10.1016/j.ecolind.2016.01.051.
33. Jing, W., Feng, M., Yang, Y., A statistical downscaling approach of NCEP/NCAR reanalysis temperature data. Int. J. Geogr. Inf. Sci. 15 (2013), 819–828.
34. Jobbágy, E.G., Nosetto, M.D., Villagra, P.E., Jackson, R.B., Water subsidies from mountains to deserts: their role in sustaining groundwater-fed oases in a sandy landscape. Ecol. Appl. 21 (2011), 678–694, 10.1890/09-1427.1.
35. Kolinjivadi, V., Charré, S., Adamowski, J., Kosoy, N., Economic experiments for collective action in the Kyrgyz Republic: lessons for payments for ecosystem services (PES) economic experiments for collective action in the Kyrgyz Republic: lessons for payments for ecosystem services (PES). Ecol. Econ., 2016, 10.1016/j.ecolecon.2016.06.029 (in press).
36. Kragt, M.E., Robertson, M.J., Quantifying ecosystem services trade-offs from agricultural practices. Ecol. Econ. 102 (2014), 147–157, 10.1016/j.ecolecon.2014.04.001.
37. Kremen, C., Managing ecosystem services: what do we need to know about their ecology?. Ecol. Lett. 8 (2005), 468–479, 10.1111/j.1461-0248.2005.00751.x.
38. Le Maitre, D.C., Milton, S.J., Jarmain, C., Colvin, C.A., Saayman, I., Vlok, J.H.J., Linking ecosystem services and water resources: landscape-scale hydrology of the Little Karoo. Front. Ecol. Environ., 2007, 10.1890/1540-9295(2007)5[261:LESAWR]2.0.CO;2.
39. Li, Y., Luo, Y., Liu, G., Ouyang, Z., Zheng, H., Effects of land use change on ecosystem services: a case study in Miyun reservoir watershed. Acta Ecol. Sin. 33 (2013), 726–736, 10.5846/stxb201205280787.
40. Liu, B.Y., Nearing, M.A., Risse, L.M., Slope gradient effects on soil loss for steep slopes. Trans. ASAE 37 (1994), 1835–1840, 10.13031/2013.28273.
41. Liu, B.Y., Nearing, M.A., Shi, P.J., Jia, Z.W., Slope length effects on soil loss for steep slopes. Soil Sci. Soc. Am. J. 64 (2000), 1759–1763, 10.2136/sssaj2000.6451759x.
42. Liu, M., Tian, H., Chen, G., Ren, W., Zhang, C., Liu, J., Effects of land-use and land-cover change on evapotranspiration and water yield in China during 1900–2000. J. Am. Water Resour. Assoc. 44 (2008), 1193–1207, 10.1111/j.1752-1688.2008.00243.x.
43. López-Moreno, J.I., Vicente-Serrano, S.M., Moran-Tejeda, E., Zabalza, J., Lorenzo-Lacruz, J., García-Ruiz, J.M., Impact of climate evolution and land use changes on water yield in the ebro basin. Hydrol. Earth Syst. Sci. 15 (2011), 311–322, 10.5194/hess-15-311-2011.
44. Lorencová, E., Frélichová, J., Nelson, E., Vačkář, D., Past and future impacts of land use and climate change on agricultural ecosystem services in the Czech Republic. Land Use Policy 33 (2013), 183–194, 10.1016/j.landusepol.2012.12.012.
45. Lü, Y., Fu, B., Feng, X., Zeng, Y., Liu, Y., Chang, R., Sun, G., Wu, B., A policy-driven large scale ecological restoration: quantifying ecosystem services changes in the loess plateau of China. PLoS One 7 (2012), 1–10, 10.1371/journal.pone.0031782.
46. Manzano, M.G., Návar, J., Processes of desertification by goats overgrazing in the Tamaulipan thornscrub (matorral) in north-eastern Mexico. J. Arid Environ. 44 (2000), 1–17, 10.1006/jare.1999.0577.
47. McCool, D.K., Brown, L.C., Foster, G.R., Mutchler, C.K., Meyer, L.D., Revised slope steepness factor for the universal soil loss equation. Trans. Am. Soc. Agric. Eng. 30 (1987), 1387–1396, 10.13031/2013.30576.
48. Mendoza-González, G., Martínez, M.L., Lithgow, D., Pérez-Maqueo, O., Simonin, P., Land use change and its effects on the value of ecosystem services along the coast of the Gulf of Mexico. Ecol. Econ. 82 (2012), 23–32, 10.1016/j.ecolecon.2012.07.018.
49. Millennium Ecosystem Assessment, Ecosystems and Human Well-being: Wetlands and Water Synthesis. The Millennium Ecosystem Assessment Series; Ecosystems and Human Well-being, vol. 1, 2005, 10.1007/BF02987493.
50. Mislimshoeva, B., Herbst, P., Koellner, T., Current pathways towards good forest governance for ecosystem services in the former Soviet republic Tajikistan. Forest Policy Econ. 63 (2016), 11–19, 10.1016/j.forpol.2015.12.002.
51. Nelson, E., Sander, H., Hawthorne, P., Conte, M., Ennaanay, D., Wolny, S., Manson, S., Polasky, S., Projecting global land-use change and its effect on ecosystem service provision and biodiversity with simple models. PLoS One, 5, 2010, 10.1371/journal.pone.0014327.
52. Nelson, E.J., Kareiva, P., Ruckelshaus, M., Arkema, K., Geller, G., Girvetz, E., Goodrich, D., Matzek, V., Pinsky, M., Reid, W., Saunders, M., Semmens, D., Tallis, H., Climate change's impact on key ecosystem services and the human well-being they support in the US. Front. Ecol. Environ. 11 (2013), 483–493, 10.1890/120312.
53. Nemani, R.R., Keeling, C.D., Hashimoto, H., Jolly, W.M., Piper, S.C., Tucker, C.J., Myneni, R.B., Running, S.W., Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300 (2003), 1560–1563, 10.1126/science.1082750.
54. Pan, Y., Xu, Z., Wu, J., Spatial differences of the supply of multiple ecosystem services and the environmental and land use factors affecting them. Ecosyst. Serv. 5 (2013), 4–10, 10.1016/j.ecoser.2013.06.002.
55. Perrings, C., Naeem, S., Ahrestani, F., Bunker, D.E., Burkill, P., Canziani, G., Elmqvist, T., Ferrati, R., Fuhrman, J., Jaksic, F., Kawabata, Z., Kinzig, a., Mace, G.M., Milano, F., Mooney, H., Prieur-Richard, a.-H., Tschirhart, J., Weisser, W., Ecosystem Services for 2020. Science 330:80 (2010), 323–324, 10.1126/science.1196431.
56. Petersen, L., Pellicciotti, F., Spatial and temporal variability of air temperature on a melting glacier: atmospheric controls, extrapolation methods and their effect on melt modeling, Juncal Norte Glacier, Chile. J. Geophys. Res. Atmos., 116, 2011, 10.1029/2011JD015842.
57. Polasky, S., Nelson, E., Pennington, D., Johnson, K.A., The impact of land-use change on ecosystem services, biodiversity and returns to landowners: a case study in the state of Minnesota. Environ. Resour. Econ. 48 (2011), 219–242, 10.1007/s10640-010-9407-0.
58. Runting, R.K., Bryan, B.A., Dee, L.E., Maseyk, F.J.F., Mandle, L., Hamel, P., Wilson, K.A., Yetka, K., Possingham, H.P., Rhodes, J.R., Incorporating climate change into ecosystem service assessments and decisions: a review. Glob. Chang. Biol., 28–41, 2016, 10.1111/gcb.13457.
59. Schröter, D., Cramer, W., Leemans, R., Prentice, I.C., Araújo, M.B., Arnell, N.W., Bondeau, A., Bugmann, H., Carter, T.R., Gracia, C.A., de la Vega-Leinert, A.C., Erhard, M., Ewert, F., Glendining, M., House, J.I., Kankaanpää, S., Klein, R.J.T., Lavorel, S., Lindner, M., Metzger, M.J., Meyer, J., Mitchell, T.D., Reginster, I., Rounsevell, M., Sabaté, S., Sitch, S., Smith, B., Smith, J., Smith, P., Sykes, M.T., Thonicke, K., Thuiller, W., Tuck, G., Zaehle, S., Zierl, B., Ecosystem service supply and vulnerability to global change in Europe. Science 310 (2005), 1333–1337, 10.1126/science.1115233.
60. Sharp, R., Tallis, H.T., Ricketts, T., Guerry, A.D., Wood, S.A., Chaplin-Kramer, R., Nelson, E., Ennaanay, D., Wolny, S., Olwero, N., Vigerstol, K., Pennington, D., Mendoza, G., Aukema, J., Foster, J., Forrest, J., Cameron, D., Arkema, K., Lonsdorf, E.K., Kennedy, C., Verutes, G., Kim, C.K., Guannel, G., Papenfus, M., Toft, J., Marsik, M., Bernhardt, J., Griffin, R., Glowinski, K., Chaumont, N., Perelman, A., Lacayo, M., Mandle, L., Hamel, P., Vogl, A.L., Rogers, L., Bierbower, W., InVEST User Guide. 2016, The Natural Capital Project, Stanford University, University of Minnesota, The Nature Conservancy, and World Wildlife Fund, 10.1007/s13398-014-0173-7.2.
61. Sharpley, A.N., Williams, J.R., EPIC-erosion/productivity impact calculator: 1. Model documentation. Tech. Bull, 4, 1990, United States Dep. Agric, 206–207.
62. Su, C., Fu, B., Evolution of ecosystem services in the Chinese Loess Plateau under climatic and land use changes. Glob. Planet. Chang. 101 (2013), 119–128, 10.1016/j.gloplacha.2012.12.014.
63. Sun, H., Wang, R., Yang, G., The mountain-oasis-desert system and characteristics of climate in the arid zone of Center Asia. J. Arid L. Resour. Environ. 21 (2007), 6–11, 10.13448/j.cnki.jalre.2007.10.002.
64. Tallis, H., Polasky, S., Mapping and valuing ecosystem services as an approach for conservation and natural-resource management. Ann. N. Y. Acad. Sci. 1162 (2009), 265–283, 10.1111/j.1749-6632.2009.04152.x.
65. Van Pelt, R.S., Zobeck, T.M., Potter, K.N., Stout, J.E., Popham, T.W., Validation of the wind erosion stochastic simulator (WESS) and the revised wind erosion equation (RWEQ) for single events. Environmental Modelling and Software, 2004, 191–198, 10.1016/S1364-8152(03)00122-1.
66. Vaz, A.S., Kueffer, C., Kull, C.A., Richardson, D.M., Vicente, J.R., Kühn, I., Schröter, M., Hauck, J., Bonn, A., Honrado, J.P., Integrating ecosystem services and disservices: insights from plant invasions. Ecosyst. Serv. 23 (2017), 94–107, 10.1016/j.ecoser.2016.11.017.
67. Vitousek, P.M., Mooney, H. a, Lubchenco, J., Melillo, J.M., Human domination of earth's ecosystems. Science 277:80 (1997), 494–499, 10.1126/science.277.5325.494.
68. Wang, X., Bennett, J., Policy analysis of the conversion of cropland to forest and grassland program in China. Environ. Econ. Policy Stud. 9 (2008), 119–143, 10.1007/BF03353986.
69. Wang, W., Guo, H., Chuai, X., Dai, C., Lai, L., Zhang, M., The impact of land use change on the temporospatial variations of ecosystems services value in China and an optimized land use solution. Environ. Sci. Pol. 44 (2014), 62–72, 10.1016/j.envsci.2014.07.004.
70. Wang, Z., Mao, D., Li, L., Jia, M., Dong, Z., Miao, Z., Ren, C., Song, C., Quantifying changes in multiple ecosystem services during 1992–2012 in the Sanjiang Plain of China. Sci. Total Environ. 514 (2015), 119–130, 10.1016/j.scitotenv.2015.01.007.
71. Wang, H., Zhou, S., Li, X., Liu, H., Chi, D., Xu, K., The influence of climate change and human activities on ecosystem service value. Ecol. Eng. 87 (2016), 224–239, 10.1016/j.ecoleng.2015.11.027.
72. Wischmeier, W.H., Smith, D.D., Predicting Rainfall Erosion Losses From Crop Land East of the Rocky Mountains. 1965, USDA-ARS, Washington, DC.
73. Wu, G., Zhang, Y., Study on regional system of oasis in China. J. Arid L. Resour. Environ. 14 (2000), 1–10.
74. Wu, J., Li, B., Zhang, X., Xia, Y., Chong, J., Land use/cover change and ecosystem service values in the north Tianshan Mountains. Arid L. Geogr. 30 (2007), 728–735.
75. Zhang, X., Ecological restoration and sustainable agricultural paradigm of Mountain-Oasis-Ecotone-Desert system in the north of the Tianshan mountains. J. Integr. Plant Biol. 43 (2001), 1294–1299.
76. Zhang, F., The coupled ecology effect and the function position for oasis-mountain-desert system in arid land: a case of Manas river valley. J. Arid L. Resour. Environ. 25 (2011), 52–56.
77. Zhang, L., Dawes, W.R., Walker, G.R., Response of mean annual evapotranspiration to vegetation changes at catchment scale. Water Resour. Res. 37 (2001), 701–708, 10.1029/2000WR900325.
78. Zhang, K., Peng, W., Yang, H., Soil erodibility and its estimation for agricultural soil in China. Acta Pedol. Sin. 44 (2007), 7–13.
79. Zhang, Y., Song, C., Zhang, K., Cheng, X., Band, L.E., Zhang, Q., Effects of land use/land cover and climate changes on terrestrial net primary productivity in the Yangtze River basin, China, from 2001 to 2010. J. Geophys. Res. Biogeosci. 119 (2014), 1092–1109, 10.1002/2014JG002616.
80. Zhao, W., Hu, G., Zhang, Z., He, Z., Shielding effect of oasis-protection systems composed of various forms of wind break on sand fixation in an arid region: a case study in the Hexi Corridor, northwest China. Ecol. Eng. 33 (2008), 119–125, 10.1016/j.ecoleng.2008.02.010.
81. Zheng, Z., Fu, B., Hu, H., Sun, G., A method to identify the variable ecosystem services relationship across time: a case study on Yanhe Basin, China. Landsc. Ecol. 29 (2014), 1689–1696, 10.1007/s10980-014-0088-x.
82. Zhou, G., Zhang, X., Study on NPP of natural vegetation in China under global climate change. Acta Phytoecol. Sin. 20 (1996), 11–19.
83. Zhou, W.Z., Liu, G.H., Pan, J.J., Feng, X.F., Distribution of available soil water capacity in China. J. Geogr. Sci. 15 (2005), 3–12, 10.1360/gs050101.