Spatially explicit assessment of land ecological security with spatial variables and logistic regression modeling in Shanghai, China

Stochastic Environmental Research and Risk Assessment

Volumn 31, Issue 9, 2017, Pages 2235-2249

  Feng, Yongjiu ^a   Liu, Yan ^b   Liu, Yu ^a  

^a SHANGHAI OCEAN UNIVERSITY   (China)

^b UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

Change analysis; Expert evaluation methods; Land ecological security (LES); Logistic regression; Shanghai; Spatial variables

Indexed keywords

ECOLOGY;

CHANGE ANALYSIS; ECOLOGICAL SECURITY; EXPERT EVALUATION METHOD; LOGISTIC REGRESSIONS; SHANGHAI; SPATIAL VARIABLES;

REGRESSION ANALYSIS;

LAND MANAGEMENT; LOGISTICS; NDVI; REGRESSION ANALYSIS; SECURITY; SPATIAL ANALYSIS; SPATIAL VARIATION;

CHINA; SHANGHAI;

EID: 84991082929     PISSN: 14363240     EISSN: 14363259     Source Type: Journal    
DOI: 10.1007/s00477-016-1330-7     Document Type: Article

References (68)

1. Aldwaik SZ, Pontius RG (2012) Intensity analysis to unify measurements of size and stationarity of land changes by interval, category, and transition. Landsc Urban Plan 106:103–114
2. Aldwaik SZ, Pontius RG (2013) Map errors that could account for deviations from a uniform intensity of land change. Int J Geogr Inf Sci 27:1717–1739
3. Anastasopoulou S, Chobotova V, Dawson T, Kluvankova-Oravska T, Rounsevell M (2016) Identifying and assessing socio-economic and environmental drivers that affect ecosystems and their services. RUBICODE Review Paper, http://www.rubicodenet/rubicode/RUBICODE_Review_on_Driverspdf. Accessed 5 June 2016
4. Chen G, Zeng L, Wu Z (2010) An ecological risk assessment model for a pulsed contaminant emission into a wetland channel flow. Ecol Model 221:2927–2937
5. Dai F, Nan L, Liu G (2010) Assessment of regional ecological security based on ecological footprint and influential factors analysis: a case study of Chongqing Municipality, China. Int J Sustain Dev World Ecol 17:390–400
6. Dong C, Tan Y, Luo M, Zhai Y (2014) Spatial aggregation pattern of cancer village in China. Geogr Res 33:2115–2124
7. Du P, Xia J, Du Q, Luo Y, Tan K (2013) Evaluation of the spatio-temporal pattern of urban ecological security using remote sensing and GIS. Int J Remote Sens 34:848–863
8. Ezeonu IC, Ezeonu FC (2000) The environment and global security. Environmentalist 20:41–48
9. Feng Y, Liu Y (2013a) A cellular automata model based on nonlinear kernel principal component analysis for urban growth simulation. Environ Plan 40:116–134
10. Feng Y, Liu Y (2013b) A heuristic cellular automata approach for modelling urban land-use change based on simulated annealing. Int J Geogr Inf Sci 27:449–466
11. Feng Y, Liu Y (2015) Fractal dimension as an indicator for quantifying the effects of changing spatial scales on landscape metrics. Ecol Indic 53:18–27
12. Feng Y, Liu Y (2016) Scenario prediction of emerging coastal city using CA modeling under different environmental conditions: a case study of Lingang New City, China. Environ Monit Assess 188(9):1–15
13. Feng Y, Liu Y, Tong X, Liu M, Deng S (2011) Modeling dynamic urban growth using cellular automata and particle swarm optimization rules. Landsc Urban Plan 102:188–196
14. Feng Y, Liu Y, Liu D (2015) Shoreline mapping with cellular automata and the shoreline progradation analysis in Shanghai, China from 1979 to 2008. Arab J Geosci 8:4337–4351
15. Feng Y, Liu Y, Batty M (2016) Modeling urban growth with GIS based cellular automata and least squares SVM rules: a case study in Qingpu-Songjiang area of Shanghai, China. Stoch Environ Res Risk Assess 30:1387–1400
16. Gong JZ, Liu YS, Xia BC, Zhao GW (2009) Urban ecological security assessment and forecasting, based on a cellular automata model: a case study of Guangzhou, China. Ecol Model 220:3612–3620
17. Han B, Liu H, Wang R (2015) Urban ecological security assessment for cities in the Beijing–Tianjin–Hebei metropolitan region based on fuzzy and entropy methods. Ecol Model 318:217–225
18. He D, Wu R, Feng Y, Li Y, Ding C, Wang W, Yu DW (2014) REVIEW: China’s transboundary waters: new paradigms for water and ecological security through applied ecology. J Appl Ecol 51:1159–1168
19. Hodson M, Marvin S (2009) ‘Urban ecological security’: a new urban paradigm? Int J Urban Reg Res 33:193–215
20. Hodson M, Marvin S (2010a) Urbanism in the anthropocene: ecological urbanism or premium ecological enclaves? City 14:298–313
21. Hodson M, Marvin S (2010b) World cities and climate change: producing urban ecological security. McGraw-Hill Education, Maidenhead
22. Huang J, Wang R, Zhang H (2007a) Analysis of patterns and ecological security trend of modern oasis landscapes in Xinjiang, China. Environ Monit Assess 134:411–419
23. Huang Q, Wang R, Ren Z, Li J, Zhang H (2007b) Regional ecological security assessment based on long periods of ecological footprint analysis. Resour Conserv Recycl 51:24–41
24. Huang J, Pontius RG, Li Q, Zhang Y (2012) Use of intensity analysis to link patterns with processes of land change from 1986 to 2007 in a coastal watershed of southeast China. Appl Geogr 34:371–384
25. Jogo W, Hassan R (2010) Balancing the use of wetlands for economic well-being and ecological security: the case of the Limpopo wetland in southern Africa. Ecol Econ 69:1569–1579
26. Kang M, Liu S, Huang X, Dong S, Shi P (2005) Evaluation of an ecological security model in Zhalute Banner, Inner Mongolia. Mt Res Dev 25:60–67
27. Khramtsov B (2006) A primer on ecological security. Delegates of the 34th National Student Commonwealth Forum
28. Kopperoinen L, Itkonen P, Niemelä J (2014) Using expert knowledge in combining green infrastructure and ecosystem services in land use planning: an insight into a new place-based methodology. Landsc Ecol 29(8):1361–1375
29. Lead C, Nelson GC, Bennett E (2005) Drivers of change in ecosystem condition and services. Ecosyst Hum Well-being 2:173
30. Li Y, Sun X, Zhu X, Cao H (2010) An early warning method of landscape ecological security in rapid urbanizing coastal areas and its application in Xiamen, China. Ecol Model 221:2251–2260
31. Li W, Y-j Liu, Yang Z (2012) Preliminary strategic environmental assessment of the Great Western Development Strategy: safeguarding ecological security for a new western China. Environ Manag 49:483–501
32. Li X, Tian M, Wang H, Wang H, Yu J (2014) Development of an ecological security evaluation method based on the ecological footprint and application to a typical steppe region in China. Ecol Indic 39:153–159
33. Liu Y, Feng Y (2012) A logistic based cellular automata model for continuous urban growth simulation: a case study of the Gold Coast City, Australia. Agent-based models of geographical systems. Springer, New York
34. Liu XP, Lao CH, Li X, Liu YL, Chen YM (2012) An integrated approach of remote sensing, GIS and swarm intelligence for zoning protected ecological areas. Landsc Ecol 27:447–463
35. Liu XP, Ma L, Li X, Ai B, Li SY, He ZJ (2014) Simulating urban growth by integrating landscape expansion index (LEI) and cellular automata. Int J Geogr Inf Sci 28:148–163
36. 2) concentrations in City of Shanghai, China. Sci Total Environ 565:607–615
37. Mao X, Meng J, Xiang Y (2013) Cellular automata-based model for developing land use ecological security patterns in semi-arid areas: a case study of Ordos, Inner Mongolia, China. Environ Earth Sci 70:269–279
38. McNeill JR, Unger CR (2010) Environmental histories of the Cold War. Cambridge University Press, Cambridge
39. Narayanan P, Hanjagi AD (2009) Land transformation: a threat on Bangalore’s ecology-a challenge for sustainable development. Cercetari practice si teoretice in managementul urban/Theor Empir Res Urban Manag 4:38–47
40. OECD (1994) Environmental indicators. OECD Core Set, Paris
41. Pei L, Du L, Yue G (2010) Ecological security assessment of Beijing based on PSR model. Proc Environ Sci 2:832–841
42. Pirages D (2005) From resource scarcity to ecological security: exploring new limits to growth. MIT Press, Cambridge
43. Pontius RG, Millones M (2011) Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Int J Remote Sens 32:4407–4429
44. Pontius RG, Huffaker D, Denman K (2004) Useful techniques of validation for spatially explicit land-change models. Ecol Model 179:445–461
45. Shanghai Municipal Statistics Bureau (2013) Shanghai statistical yearbook. China Statistics Press, Beijing
46. Shi X, Zhao J, Zhiyun O (2006) Assessment of eco-security in the knowledge grid e-science environment. J Syst Softw 79:246–252
47. Smoke R (1996) Perceptions of security: public opinion and expert assessments in Europe’s new democracies. Manchester University Press, Manchester
48. Su S, Chen X, DeGloria SD, Wu J (2010) Integrative fuzzy set pair model for land ecological security assessment: a case study of Xiaolangdi Reservoir Region, China. Stoch Environ Res Risk Assess 24:639–647
49. Su S, Li D, Yu X, Zhang Z, Zhang Q, Xiao R, Zhi J, Wu J (2011) Assessing land ecological security in Shanghai (China) based on catastrophe theory. Stoch Environ Res Risk Assess 25:737–746
50. Su S, Li D, Xiao R, Zhang Y (2014a) Spatially non-stationary response of ecosystem service value changes to urbanization in Shanghai, China. Ecol Indic 45:332–339
51. Su S, Xiao R, Zhang Y (2014b) Monitoring agricultural soil sealing in peri-urban areas using remote sensing. Photogramm Eng Remote Sens 80:367–372
52. Su S, Pi J, Wan C, Li H, Xiao R, Li B (2015) Categorizing social vulnerability patterns in Chinese coastal cities. Ocean Coast Manag 116:1–8
53. Tao Y, Mi S, Zhou S, Wang S, Xie X (2014) Air pollution and hospital admissions for respiratory diseases in Lanzhou, China. Environ Pollut 185:196–201
54. Team RC (2014) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. 2013. ISBN 3-900051-07-0
55. Wada T, Nemoto Y, Shimamura S, Fujita T, Mizuno T, Sohtome T, Kamiyama K, Morita T, Igarashi S (2013) Effects of the nuclear disaster on marine products in Fukushima. J Environ Radioact 124:246–254
56. Wolfslehner B, Vacik H (2008) Evaluating sustainable forest management strategies with the analytic network process in a pressure-state-response framework. J Environ Manag 88:1–10
57. Wu F (2002) Calibration of stochastic cellular automata: the application to rural-urban land conversions. Int J Geogr Inf Sci 16:795–818
58. Wu H, Hu Y (2008) Maintaining healthy rivers and lakes through water diversion from Yangtze River to Taihu Lake in Taihu Basin. Water Sci Eng 1:36–43
59. Wu K-Y, Hu S-H, Sun S-Q (2005) Application of fuzzy optimization model in ecological security pre-warning. Chin Geogr Sci 15:29–33
60. Xiao D, Chen W (2002) On the basic concepts and contents of ecological security. J Appl Ecol 13:354–358
61. Xiao R, Su S, Mai G, Zhang Z, Yang C (2015) Quantifying determinants of cash crop expansion and their relative effects using logistic regression modeling and variance partitioning. Int J Appl Earth Obs Geoinf 34:258–263
62. Xie H, Yao G, Liu G (2015) Spatial evaluation of the ecological importance based on GIS for environmental management: a case study in Xingguo county of China. Ecol Indic 51:3–12
63. Ye H, Ma Y, Dong L (2011) Land ecological security assessment for Bai autonomous prefecture of Dali based using PSR model–with data in 2009 as case. Energy Proc 5:2172–2177
64. Yin J, Yin Z, Zhong H, Xu S, Hu X, Wang J, Wu J (2011) Monitoring urban expansion and land use/land cover changes of Shanghai metropolitan area during the transitional economy (1979–2009) in China. Environ Monit Assess 177:609–621
65. Yu G, Zhang S, Yu Q, Fan Y, Zeng Q, Wu L, Zhou R, Nan N, Zhao P (2014) Assessing ecological security at the watershed scale based on RS/GIS: a case study from the Hanjiang River Basin. Stoch Environ Res Risk Assess 28:307–318
66. Zhang G, Dong J, Xiao X, Hu Z, Sheldon S (2012) Effectiveness of ecological restoration projects in Horqin Sandy Land, China based on SPOT-VGT NDVI data. Ecol Eng 38:20–29
67. Zhao Y-Z, Zou X-Y, Cheng H, Jia H-K, Wu Y-Q, Wang G-Y, Zhang C-L, Gao S-Y (2006) Assessing the ecological security of the Tibetan plateau: methodology and a case study for Lhaze County. J Environ Manag 80:120–131
68. Zuo W, Wang Q, Wang W, Liu J, Yang Y (2002) Study on regional ecological security assessment index and standard. Geogr Territ Res 18:68–71