The delineation of spatiotemporal urban expansion highly depends on the selection of moving window size. Few studies examine the effects of moving window size and the scaling mechanism when analyzing urban expansion patterns. This study selected nine moving windows from 450 m to 4050 m with a scale (size) interval of 450 m to examine the urban expansion dynamics of Shanghai from 1995 to 2005, and from 2005 to 2015. Three urban expansion rate indicators were selected to explore the scale dependence of urban expansion, and these indicators include the overall urban expansion rate (OUER), the gridded urban expansion rate (GUER), and the boxed urban expansion rate (BUER). In addition, Global Moran's I was used to measure the spatial autocorrelation of urban expansion on different scales. The results show that the changing moving window size has varying impacts on delineating urban dynamics when using these three indicators. Specifically, OUER and GUER yield polynomial relationships with the moving window size, while BUER does not comply with any known functions in terms of the scaling relations. All three indicators reach their extreme points and/or inflection points at sizes of 1800 m, 2250 m and 2700 m, and the optimal size is speculated in the range of 1800-2700 m. This study should help to choose appropriate moving window sizes and suitable urban expansion indicators to more accurately capture the spatial differences in urban expansion dynamics and assist land-use planning.
机构:
Arizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Anderson, Corey Devin
Epperson, Bryan K.
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h-index: 0
机构:
Michigan State Univ, E Lansing, MI 48864 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Epperson, Bryan K.
Fortin, Marie-Josee
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机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Fortin, Marie-Josee
Holderegger, Rolf
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h-index: 0
机构:
WSL Swiss Fed Res Inst, CH-8903 Birmensdorf, SwitzerlandArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Holderegger, Rolf
James, Patrick M. A.
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h-index: 0
机构:
Univ Alberta, Dept Biol Sci, Edmonton, AB, CanadaArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
James, Patrick M. A.
Rosenberg, Michael S.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Rosenberg, Michael S.
Scribner, Kim T.
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Fisheries & Wildlife, E Lansing, MI 48824 USA
Michigan State Univ, Dept Zool, E Lansing, MI 48824 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Scribner, Kim T.
Spear, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Indigo Snake Initiat, Project Orianne, Clayton, GA 30525 USA
Univ Idaho, Dept Fish & Wildlife Resources, Moscow, ID 83844 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USA
Inner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci, Hohhot 010021, Peoples R ChinaArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Buyantuyev, Alexander
Wu, Jianguo
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USA
Inner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci, Hohhot 010021, Peoples R ChinaArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Wu, Jianguo
Gries, Corinna
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USAArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Anderson, Corey Devin
Epperson, Bryan K.
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, E Lansing, MI 48864 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Epperson, Bryan K.
Fortin, Marie-Josee
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Ecol & Evolutionary Biol, Toronto, ON, CanadaArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Fortin, Marie-Josee
Holderegger, Rolf
论文数: 0引用数: 0
h-index: 0
机构:
WSL Swiss Fed Res Inst, CH-8903 Birmensdorf, SwitzerlandArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Holderegger, Rolf
James, Patrick M. A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Biol Sci, Edmonton, AB, CanadaArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
James, Patrick M. A.
Rosenberg, Michael S.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Rosenberg, Michael S.
Scribner, Kim T.
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Fisheries & Wildlife, E Lansing, MI 48824 USA
Michigan State Univ, Dept Zool, E Lansing, MI 48824 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
Scribner, Kim T.
Spear, Stephen
论文数: 0引用数: 0
h-index: 0
机构:
Indigo Snake Initiat, Project Orianne, Clayton, GA 30525 USA
Univ Idaho, Dept Fish & Wildlife Resources, Moscow, ID 83844 USAArizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USA
Inner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci, Hohhot 010021, Peoples R ChinaArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Buyantuyev, Alexander
Wu, Jianguo
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USA
Inner Mongolia Univ, Sino US Ctr Conservat Energy & Sustainabil Sci, Hohhot 010021, Peoples R ChinaArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Wu, Jianguo
Gries, Corinna
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
Arizona State Univ, Global Inst Sustainabil, Tempe, AZ 85287 USAArizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA