Identifying spatial patterns of synchronization between NDVI and climatic determinants using joint recurrence plots

Environmental Earth Sciences

Volumn 64, Issue 3, 2011, Pages 851-859

  Li, Shuangcheng ^a   Zhao, Zhiqiang ^a   Wang, Yang ^a   Wang, Yanglin ^a  

^a PEKING UNIVERSITY   (China)

Author keywords

Climatic determinants; Joint probability of recurrence; Joint recurrence plots; NDVI; Synchronization

Indexed keywords

CLIMATIC DETERMINANTS; JOINT PROBABILITY; LAG-TIME; MULTI-TEMPORAL; NDVI; NORMALIZED DIFFERENCE VEGETATION INDEX; NORTHERN CHINA; PHASE DIFFERENCE; RECURRENCE PLOT; RECURRENCE QUANTIFICATION ANALYSIS; SEMI ARID; SITE-SPECIFIC; SOUTHERN CHINA; SPATIAL PATTERNS; SPATIOTEMPORAL PATTERNS; SUB-HUMID; SURFACE VEGETATION;

SATELLITE IMAGERY; SPEECH PROCESSING; VEGETATION;

SYNCHRONIZATION;

HETEROGENEITY; HUMID ENVIRONMENT; IDENTIFICATION METHOD; NDVI; PRECIPITATION INTENSITY; RECURRENCE INTERVAL; SATELLITE IMAGERY; SPATIAL ANALYSIS; VEGETATION COVER; VEGETATION STRUCTURE;

CHINA;

EID: 80052792341     PISSN: 18666280     EISSN: 18666299     Source Type: Journal    
DOI: 10.1007/s12665-011-0909-z     Document Type: Article

References (36)

1. Anyamba A, Tucker CJ (2005) Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981-2003. J Arid Environ 63: 569-614.
2. Di L, Rundquist DC, Han L (1994) Modelling relationships between NDVI and precipitation during vegetative growth cycles. Int J Remote Sens 15: 2121-2136.
3. Eckmann J-P, Kamphorst SO, Ruelle D (1987) Recurrence plots of dynamical systems. Europhys Lett 4: 973-977.
4. Fabretti A, Ausloos M (2005) Recurrence plot and recurrence quantification analysis techniques for detecting a critical regime. Examples from financial market indices. Int J Mod Phys C 16: 671-706.
5. Fang JY et al (2001) Interannual variability in net primary production and precipitation. Science 293: 1723a.
6. Funk CC, Brown ME (2006) Intra-seasonal NDVI change projections in semi-arid Africa. Remote Sens Environ 101: 249-256.
7. Goward SN, Tucker CJ, Dye DG (1985) North American vegetation patterns observed with the NOAA-7 advanced very high resolution radiometer. Vegetation 64: 3-14.
8. Ichii K, Kawabata A, Yamaguchi Y (2002) Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982-1990. Int J Remote Sens 23: 3873-3878.
9. Jarlan L, Mangiarotti S, Mougin E, Mazzega P, Hiernaux P, VLe Dantec (2008) Assimilation of SPOT/VEGETATION NDVI data into a sahelian vegetation dynamics model. Remote Sens Environ 112: 1381-1394.
10. Ji L, Peters AJ (2004) A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains. Int J Remote Sens 25(2): 297-311.
11. Kaufmann RK et al (2003) The effect of vegetation on surface temperature: A statistical analysis of NDVI and climate data. Geophys Res Lett 30: 2147. doi: 10. 1029/2003GL018251.
12. Li SC, Zhao ZQ, Liu FY (2008) Identifying spatial pattern of NDVI series dynamics using recurrence quantification analysis. Eur Phys J Spec Top 164: 127-139.
13. Malo AR, Nicholson SE (1990) A study of rainfall and vegetation dynamics in the African Sahel using normalized difference vegetation index. J Arid Environ 19: 1-24.
14. Marwan N, Kurths J (2002) Nonlinear analysis of bivariate data with cross recurrence plots. Phys Lett A 302: 299-307.
15. Marwan N, Trauth MH, Vuille M, Kurths J (2003) Comparing modern and pleistocene ENSO influences in NW Argentina using nonlinear time series analysis methods. Clim Dyn 21: 317-326.
16. Marwan N, Romano MC, Thiel M, Kurths J (2007) Recurrence plots for the analysis of complex systems. Phys Rep 438: 237-329.
17. Maselli F, Chiesi M (2006) Integration of multi-source NDVI data for the estimation of Mediterranean forest productivity. Int J Remote Sens 27: 55-72.
18. Myneni RB, Tucker CJ, Asrar G, Keeling CD (1998) Interannual variations in satellite-sensed vegetation index data from 1981 to 1991. J Geophys Res 103: 6145-6160.
19. Piao SL, Fang JY, Zhou LM, Guo QH, Henderson M, Ji W (2003) Interannual variations of monthly, seasonal normalized difference vegetation index, (NDVI) in China from 1982 to 1999. J Geophys Res 108(14): 4401. doi: 10. 1029/2002JD002848.
20. Prasad VK, Badarinath KV, Eaturu A (2007) Spatial patterns of vegetation phenology metrics and related climatic controls of eight contrasting forest types in India-analysis from remote sensing datasets. Theor Appl Climatol 89: 95-107.
21. Propastin P, Kappas M, Erasmi S (2008) Application of geographically weighted regression to investigate the impact of scale on prediction uncertainty by modeling relationships between vegetation and climate. Int J Spat Data Infra Res 3: 73-94.
22. Proulx R, Côté P, Parrott L (2008) Use of recurrence analysis to measure the dynamical stability of a multi-species community model. Eur Phys J Spec Top 164: 117-126.
23. Proulx R, Côté P, Parrott L (2009) Multivariate recurrence plots for visualizing and quantifying the dynamics of spatially extended ecosystems. Ecol Complex 6: 37-47.
24. Richard Y, Poccard I (1998) A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in southern Africa. Int J Remote Sens 19: 2907-2920.
25. Romano MC, Thiel M, Kurths J, von Bloh W (2004) Multivariate recurrence plots. Phys Lett A 330: 214-223.
26. Tateishi R, Ebata M (2004) Analysis of phenological change patterns using 1982-2000 advanced very high resolution radiometer (AVHRR) data. Int J Remote Sens 25: 2287-2300.
27. Torres ME, Gamero LG (2000) Relative complexity changes in time series using information measures. Phys A 286: 457-473.
28. Tourre YM, Jarlan L, Lacaux J-P, Rotela CH, Lafaye M (2008) Spatio-temporal variability of NDVI-precipitation over southernmost South America: possible linkages between climate signals and epidemics. Environ Res Lett 3. doi: 10. 1088/1748-9326/3/4/044008.
29. Tucker CJ, Vanpract C, van Sharman MJ, Ittersum G (1985) Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel: 1980-1984. Remote Sens Environ 17: 233-249.
30. Udelhoven T, Stellmes M, del Barrio G, Hill J (2009) Assessment of rainfall and NDVI anomalies in Spain (1989-1999) using distributed lag models. Int J Remote Sens 30: 1961-1976.
31. Wang JM, Rich PM, Price KP (2003) Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA. Int J Remote Sens 24: 2345-2364.
32. Webber CL Jr, Zbilut JP (1994) Dynamical assessment of physiological systems and states using recurrence plot strategies. J Appl Physiol 76: 965-973.
33. Xiao JF, Moody A (2004) Trends in vegetation activity and their climatic correlates: China 1982 to 1998. Int J Remote Sens 25: 5669-5689.
34. Yang L, Wylie BK, Tieszen LL, Reed BC (1998) An analysis of relationships among climate forcing and time-integrated NDVI of grasslands over the U. S. Northern and Central Great Plains. Remote Sens Environ 98: 25-37.
35. Zbilut JP, Giuliani A, Webber CL Jr (1998) Detecting deterministic signals in exceptionally noisy environments using cross-recurrence quantification. Phys Lett A 246: 122-128.
36. Zhou L, Kaufmann RK, Tian Y, Myneni RB, Tucker CJ (2003) Relation between interannual variations in satellite measures of northern forest greenness and climate between 1982 and 1999. J Geophpy Res 108: 4004.