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Erschienen in: Environmental Earth Sciences 8/2013

01.04.2013 | Original Article

Effects of land use classification on landscape metrics based on remote sensing and GIS

verfasst von: Delin Liu, Shilong Hao, Xianzhao Liu, Bicheng Li, Shanfeng He, D. N. Warrington

Erschienen in: Environmental Earth Sciences | Ausgabe 8/2013

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Abstract

Landscape metrics are important when studying landscape structure and function. This study investigated the sensitivity of two core sets of landscape metrics to different land use classification systems by analyzing two typical landscapes at a small watershed scale and a county scale on the Loess Plateau, China. The results showed that (1) eight landscape metrics, selected using Spearman’s correlation coefficient method and principle component analysis, adequately reflected the major landscape properties at both scales. (2) Land use classification had a significant influence on most of the selected landscape metrics, affecting their magnitude and the way in which they changed with increasing classification details; four general patterns were exhibited, i.e., increasing; decreasing; increasing and then decreasing; and relatively constant at the small watershed scale, while for the county scale, they were increasing; decreasing; increasing and then decreasing; and remaining relatively constant after initially increasing. (3) The general response patterns of most of the selected landscape metrics to the changing land use classification were similar among different years at both scales, which implied that the age of the data source used to generate the land use maps since 1982 had little effect on the landscape metrics, and that the underlying landscape pattern described by the metrics had not notably changed.

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Literatur
Zurück zum Zitat Anderson JR, Hardy E, Roach J, Witmer R (1976) A land use and land cover classification system for use with remote sensor data. US Government Printing Office, Washington Anderson JR, Hardy E, Roach J, Witmer R (1976) A land use and land cover classification system for use with remote sensor data. US Government Printing Office, Washington
Zurück zum Zitat Bekker MF, Clark JT, Jackson MW (2009) Landscape metrics indicate differences in patterns and dominant controls of ribbon forests in the Rocky Mountains, USA. Appl Veg Sci 12:237–249CrossRef Bekker MF, Clark JT, Jackson MW (2009) Landscape metrics indicate differences in patterns and dominant controls of ribbon forests in the Rocky Mountains, USA. Appl Veg Sci 12:237–249CrossRef
Zurück zum Zitat Buyantuyev A, Wu JG (2007) Effects of thematic resolution on landscape pattern analysis. Landsc Ecol 22:7–13CrossRef Buyantuyev A, Wu JG (2007) Effects of thematic resolution on landscape pattern analysis. Landsc Ecol 22:7–13CrossRef
Zurück zum Zitat Cain DH, Riitters K, Orvis K (1997) A multi-scale analysis of landscape statistics. Landsc Ecol 12:199–212CrossRef Cain DH, Riitters K, Orvis K (1997) A multi-scale analysis of landscape statistics. Landsc Ecol 12:199–212CrossRef
Zurück zum Zitat Comber AJ, Birnie RV, Hodgson M (2000) Using landscape metrics to model land cover change. In: Clare T, Howard D (eds) 9th annual conference of the international-association-for-landscape-ecology. Quantitative approaches to landscape ecology, Bangor, Wales, pp 143–161 Comber AJ, Birnie RV, Hodgson M (2000) Using landscape metrics to model land cover change. In: Clare T, Howard D (eds) 9th annual conference of the international-association-for-landscape-ecology. Quantitative approaches to landscape ecology, Bangor, Wales, pp 143–161
Zurück zum Zitat Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–36CrossRef Congalton RG (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens Environ 37:35–36CrossRef
Zurück zum Zitat Corry RC, Nassauer JI (2005) Limitations of using landscape pattern indices to evaluate the ecological consequences of alternative plans and designs. Landsc Urban Plan 72:265–280CrossRef Corry RC, Nassauer JI (2005) Limitations of using landscape pattern indices to evaluate the ecological consequences of alternative plans and designs. Landsc Urban Plan 72:265–280CrossRef
Zurück zum Zitat Fu BJ, Chen LD (2000) Agricultural landscape spatial pattern analysis in the semi-arid hill area of the Loess Plateau, China. J Arid Environ 44:291–303CrossRef Fu BJ, Chen LD (2000) Agricultural landscape spatial pattern analysis in the semi-arid hill area of the Loess Plateau, China. J Arid Environ 44:291–303CrossRef
Zurück zum Zitat Herzog F, Lausch A (2001) Supplementing land-use statistics with landscape metrics: some methodological considerations. Environ Monit Assess 72:37–50CrossRef Herzog F, Lausch A (2001) Supplementing land-use statistics with landscape metrics: some methodological considerations. Environ Monit Assess 72:37–50CrossRef
Zurück zum Zitat Hess G (1994) Pattern and error in landscape ecology—a commentary. Landsc Ecol 9:3–5CrossRef Hess G (1994) Pattern and error in landscape ecology—a commentary. Landsc Ecol 9:3–5CrossRef
Zurück zum Zitat Huang C, Geiger EL, Kupfer JA (2006) Sensitivity of landscape metrics to classification scheme. Int J Remote Sens 27:2927–2948CrossRef Huang C, Geiger EL, Kupfer JA (2006) Sensitivity of landscape metrics to classification scheme. Int J Remote Sens 27:2927–2948CrossRef
Zurück zum Zitat Hulshoff RM (1995) Landscape indexes describing a Dutch landscape. Landsc Ecol 10:101–111CrossRef Hulshoff RM (1995) Landscape indexes describing a Dutch landscape. Landsc Ecol 10:101–111CrossRef
Zurück zum Zitat Jensen JR (1996) Introductory digital image processing: a remote sensing perspective. Prentice Hall, Upper Saddle River Jensen JR (1996) Introductory digital image processing: a remote sensing perspective. Prentice Hall, Upper Saddle River
Zurück zum Zitat Jomaa I, Auda Y, Saleh BA, Hamze M, Safi S (2008) Landscape spatial dynamics over 38 years under natural and anthropogenic pressures in Mount Lebanon. Landsc Urban Plan 87:67–75CrossRef Jomaa I, Auda Y, Saleh BA, Hamze M, Safi S (2008) Landscape spatial dynamics over 38 years under natural and anthropogenic pressures in Mount Lebanon. Landsc Urban Plan 87:67–75CrossRef
Zurück zum Zitat Kearns FR, Kelly NM, Carter JL, Resh VH (2005) A method for the use of landscape metrics in freshwater research and management. Landsc Ecol 20:113–125CrossRef Kearns FR, Kelly NM, Carter JL, Resh VH (2005) A method for the use of landscape metrics in freshwater research and management. Landsc Ecol 20:113–125CrossRef
Zurück zum Zitat Lausch A, Herzog F (2002) Applicability of landscape metrics for the monitoring of landscape change: issues of scale, resolution and interpretability. Ecol Indic 2:3–15CrossRef Lausch A, Herzog F (2002) Applicability of landscape metrics for the monitoring of landscape change: issues of scale, resolution and interpretability. Ecol Indic 2:3–15CrossRef
Zurück zum Zitat Li HB, Wu JG (2004) Use and misuse of landscape indices. Landsc Ecol 19:389–399CrossRef Li HB, Wu JG (2004) Use and misuse of landscape indices. Landsc Ecol 19:389–399CrossRef
Zurück zum Zitat Li H, Wu JG (2007) Landscape pattern analysis: key issues and challenges. In: Wu J, Hobbs R (eds) Key topics in landscape ecology. Cambridge University Press, Cambridge, pp 39–61CrossRef Li H, Wu JG (2007) Landscape pattern analysis: key issues and challenges. In: Wu J, Hobbs R (eds) Key topics in landscape ecology. Cambridge University Press, Cambridge, pp 39–61CrossRef
Zurück zum Zitat Lillesand TM, Kiefer RW (2000) Remote sensing and image interpretation. Wiley, New York Lillesand TM, Kiefer RW (2000) Remote sensing and image interpretation. Wiley, New York
Zurück zum Zitat Liu DL, Li BC, Liu XZ, Warrington DN (2011) Monitoring land use change at a small watershed scale on the Loess Plateau, China: applications of landscape metrics, remote sensing and GIS. Environ Earth Sci 64:2229–2239CrossRef Liu DL, Li BC, Liu XZ, Warrington DN (2011) Monitoring land use change at a small watershed scale on the Loess Plateau, China: applications of landscape metrics, remote sensing and GIS. Environ Earth Sci 64:2229–2239CrossRef
Zurück zum Zitat Peng J, Wang Y, Ye M, Wu J, Zhang Y (2007) Effects of land-use categorization on landscape metrics: a case study in urban landscape of Shenzhen, China. Int J Remote Sens 28:4877–4895CrossRef Peng J, Wang Y, Ye M, Wu J, Zhang Y (2007) Effects of land-use categorization on landscape metrics: a case study in urban landscape of Shenzhen, China. Int J Remote Sens 28:4877–4895CrossRef
Zurück zum Zitat Riitters KH, O’Neill RV, Hunsaker CT, Wickham JD, Yankee DH, Timmins SP, Jones KB, Jackson BL (1995) A factor-analysis of landscape pattern and structure metrics. Landsc Ecol 10:23–39CrossRef Riitters KH, O’Neill RV, Hunsaker CT, Wickham JD, Yankee DH, Timmins SP, Jones KB, Jackson BL (1995) A factor-analysis of landscape pattern and structure metrics. Landsc Ecol 10:23–39CrossRef
Zurück zum Zitat Ruiz J, Domon G (2009) Analysis of landscape pattern change trajectories within areas of intensive agricultural use: case study in a watershed of southern Quebec, Canada. Landsc Ecol 24:419–432CrossRef Ruiz J, Domon G (2009) Analysis of landscape pattern change trajectories within areas of intensive agricultural use: case study in a watershed of southern Quebec, Canada. Landsc Ecol 24:419–432CrossRef
Zurück zum Zitat Saura S, Martinez-Millan J (2001) Sensitivity of landscape pattern metrics to map spatial extent. Photogramm Eng Remote Sens 67:1027–1036 Saura S, Martinez-Millan J (2001) Sensitivity of landscape pattern metrics to map spatial extent. Photogramm Eng Remote Sens 67:1027–1036
Zurück zum Zitat Schindler S, Poirazidis K, Wrbka T (2008) Towards a core set of landscape metrics for biodiversity assessments: a case study from Dadia National Park, Greece. Ecol Indic 8:502–514CrossRef Schindler S, Poirazidis K, Wrbka T (2008) Towards a core set of landscape metrics for biodiversity assessments: a case study from Dadia National Park, Greece. Ecol Indic 8:502–514CrossRef
Zurück zum Zitat Scott JM, Jennings MD (1998) Large-area mapping of biodiversity. Ann Mo Bot Gard 85:34–47CrossRef Scott JM, Jennings MD (1998) Large-area mapping of biodiversity. Ann Mo Bot Gard 85:34–47CrossRef
Zurück zum Zitat Seto KC, Fragkias M (2005) Quantifying spatiotemporal patterns of urban land-use change in four cities of China with time series landscape metrics. Landsc Ecol 20:871–888CrossRef Seto KC, Fragkias M (2005) Quantifying spatiotemporal patterns of urban land-use change in four cities of China with time series landscape metrics. Landsc Ecol 20:871–888CrossRef
Zurück zum Zitat Shao GF, Wu JG (2008) On the accuracy of landscape pattern analysis using remote sensing data. Landsc Ecol 23:505–511CrossRef Shao GF, Wu JG (2008) On the accuracy of landscape pattern analysis using remote sensing data. Landsc Ecol 23:505–511CrossRef
Zurück zum Zitat Shao G, Liu D, Zhao G (2001) Relationships of image classification accuracy and variation of landscape statistics. Can J Remote Sens 27:35–45 Shao G, Liu D, Zhao G (2001) Relationships of image classification accuracy and variation of landscape statistics. Can J Remote Sens 27:35–45
Zurück zum Zitat Sundell-Turner NM, Rodewald AD (2008) A comparison of landscape metrics for conservation planning. Landsc Urban Plan 86:219–225CrossRef Sundell-Turner NM, Rodewald AD (2008) A comparison of landscape metrics for conservation planning. Landsc Urban Plan 86:219–225CrossRef
Zurück zum Zitat Tischendorf L (2001) Can landscape indices predict ecological processes consistently? Landsc Ecol 16:235–254CrossRef Tischendorf L (2001) Can landscape indices predict ecological processes consistently? Landsc Ecol 16:235–254CrossRef
Zurück zum Zitat Turner M, O’Neill R, Gardner R, Milne B (1989) Effects of changing spatial scale on the analysis of landscape pattern. Landsc Ecol 3:153–162CrossRef Turner M, O’Neill R, Gardner R, Milne B (1989) Effects of changing spatial scale on the analysis of landscape pattern. Landsc Ecol 3:153–162CrossRef
Zurück zum Zitat Wei TX, Zhu JZ, Marutani T (2004) Soil erosion and sediment distribution in small watershed scale on loess plateau of southwest Shanxi Province in north China. In: Hu C, Tan Y, Zhou Z, Shao X, Liu C (eds) 9th International symposium on river sedimentation, Yichang, P.R. China, pp 2252–2259 Wei TX, Zhu JZ, Marutani T (2004) Soil erosion and sediment distribution in small watershed scale on loess plateau of southwest Shanxi Province in north China. In: Hu C, Tan Y, Zhou Z, Shao X, Liu C (eds) 9th International symposium on river sedimentation, Yichang, P.R. China, pp 2252–2259
Zurück zum Zitat Wickham JD, Riitters KH (1995) Sensitivity of landscape metrics to pixel size. Int J Remote Sens 16:3585–3594CrossRef Wickham JD, Riitters KH (1995) Sensitivity of landscape metrics to pixel size. Int J Remote Sens 16:3585–3594CrossRef
Zurück zum Zitat Wickham JD, O’Neill RV, Riitters KH, Wade TG, Jones KB (1997) Sensitivity of selected landscape pattern metrics to land-cover misclassification and differences in land-cover composition. Photogramm Eng Remote S 63:397–402 Wickham JD, O’Neill RV, Riitters KH, Wade TG, Jones KB (1997) Sensitivity of selected landscape pattern metrics to land-cover misclassification and differences in land-cover composition. Photogramm Eng Remote S 63:397–402
Zurück zum Zitat Wu JG (2000) Landscape ecology: pattern, process, scale and hierarchy. Higher Education Press, Beijing Wu JG (2000) Landscape ecology: pattern, process, scale and hierarchy. Higher Education Press, Beijing
Zurück zum Zitat Wu JG (2004) Effects of changing scale on landscape pattern analysis: scaling relations. Landsc Ecol 19:125–138CrossRef Wu JG (2004) Effects of changing scale on landscape pattern analysis: scaling relations. Landsc Ecol 19:125–138CrossRef
Zurück zum Zitat Wu JG, Shen WJ, Sun WZ, Tueller PT (2002) Empirical patterns of the effects of changing scale on landscape metrics. Landsc Ecol 17:761–782CrossRef Wu JG, Shen WJ, Sun WZ, Tueller PT (2002) Empirical patterns of the effects of changing scale on landscape metrics. Landsc Ecol 17:761–782CrossRef
Metadaten
Titel
Effects of land use classification on landscape metrics based on remote sensing and GIS
verfasst von
Delin Liu
Shilong Hao
Xianzhao Liu
Bicheng Li
Shanfeng He
D. N. Warrington
Publikationsdatum
01.04.2013
Verlag
Springer-Verlag
Erschienen in
Environmental Earth Sciences / Ausgabe 8/2013
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-012-1905-7

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