A regression model for the spatial distribution of red-crown crane in Yancheng Biosphere Reserve, China

被引：31

作者：

Li, WJ ^{[1
]}

Wang, ZJ ^{[1
]}

Ma, ZJ ^{[1
]}

Tang, HX ^{[1
]}

机构：

[1] CHINESE ACAD SCI,ECOENVIRONM SCI RES CTR,STATE KEY LAB ENVIRONM AQUAT CHEM,BEIJING 100085,PEOPLES R CHINA

来源：

ECOLOGICAL MODELLING | 1997年 / 103卷 / 2-3期

关键词：

principal components analysis; autocorrelation; logistic regression; species distribution; geographical information system;

D O I：

10.1016/S0304-3800(97)00077-X

中图分类号：

Q14 [生态学（生物生态学）];

学科分类号：

071012 ; 0713 ;

摘要：

A logistic regression of principal components, in combination with spatial autocorrelation analysis, was developed to simulate and predict the distribution of species. The model was tested by the matching coefficient (m(1) + m(2))/n, which was obtained by comparing the observed and the predicted presence/absence data of species. The results from the case study for red-crown crane (Grus japonensis) in Yancheng Biosphere Reserve, Eastern China, showed that the matching coefficient of the model was as high as 91.13%. (C) 1997 Elsevier Science B.V.

引用

页码：115 / 121

页数：7

共 22 条

[1]

[Anonymous], [No title captured]

[2] An autologistic model for the spatial distribution of wildlife [J].

Augustin, NH ;

Mugglestone, MA ;

Buckland, ST .

JOURNAL OF APPLIED ECOLOGY, 1996, 33 (02) :339-347

[3] EMPIRICAL-MODELS FOR THE SPATIAL-DISTRIBUTION OF WILDLIFE [J].

BUCKLAND, ST ;

ELSTON, DA .

JOURNAL OF APPLIED ECOLOGY, 1993, 30 (03) :478-495

[4]

CHENG CJ, 1992, COASTAL STUDY JIANGS

[5]

Cliff AD., 1981, Spatial processes :models and applications

[6] Testing the generality of bird-habitat models [J].

Fielding, AH ;

Haworth, PF .

CONSERVATION BIOLOGY, 1995, 9 (06) :1466-1481

[7]

Gates Simon, 1994, P153

[8]

Haining R. P., 1980, Progress in Research and Applications, V3, P1

[9] ON CONFIDENCE-INTERVALS FOR SPATIAL PARAMETERS ESTIMATED FROM NONREPLICATED DATA [J].

HALL, P .

BIOMETRICS, 1988, 44 (01) :271-277

[10] FACTORS ASSOCIATED WITH THE BREEDING DISTRIBUTION OF UPLAND BIRDS IN THE SOUTH PENNINES, ENGLAND [J].

HAWORTH, PF ;

THOMPSON, DBA .

JOURNAL OF APPLIED ECOLOGY, 1990, 27 (02) :562-577

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