Addressing the complexity in non-linear evolution of vegetation phenological change with time-series of remote sensing images

Ecological Indicators

Volumn 26, Issue , 2013, Pages 49-60

  Ivits, E ^a   Cherlet, M ^a   Sommer, S ^a   Mehl, W ^a  

^a JOINT RESEARCH CENTRE   (Italy)

Author keywords

Linear regression; Non linear phenology fluctuations; Stationarity

Indexed keywords

ALTERNATIVE APPROACH; BIOCLIMATIC REGION; CONFIDENCE INTERVAL; EARTH OBSERVATIONS; HUMAN INFLUENCES; LAND-COVER TYPES; NATURAL SYSTEMS; NON-LINEAR PHENOLOGY FLUCTUATIONS; NON-PARAMETRIC; NONLINEAR EVOLUTIONS; NONPARAMETRIC APPROACHES; PARAMETRIC METHOD; PHENOLOGICAL CHANGES; POLYNOMIAL REGRESSION; PRE-PROCESSING ALGORITHMS; REMOTE SENSING IMAGES; SIGNIFICANCE TEST; SOCIO-ECONOMIC CHANGE; SPATIAL SCALE; STATIONARITY; STATISTICAL CRITERION; SYSTEMATIC MODELS; TEMPORAL CHANGE; TIME-PERIODS; TIME-SCALES; TREND ANALYSIS; TREND DETECTION; VEGETATION PHENOLOGY;

BIOLOGY; ECOSYSTEMS; IMAGE RECONSTRUCTION; LINEAR REGRESSION; VEGETATION;

PHENOLS;

BIOCLIMATOLOGY; NONLINEARITY; PHENOLOGY; REGRESSION ANALYSIS; REMOTE SENSING; SATELLITE IMAGERY; SPATIOTEMPORAL ANALYSIS; TIME SERIES;

EUROPE;

EID: 84869886390     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2012.10.012     Document Type: Article

References (32)

1. Z.G. Bai, D.L. Dent, L. Olsson, and M.E. Schaepman Proxy global assessment of land degradation Soil Use Manage. 24 2008 223 234
2. K.M. deBeurs, and G.M. Henebry Land surface phenology, climatic variation, and institutional change: analyzing agricultural land cover change in Kazakhstan Remote Sens. Environ. 89 2004 497 509
3. K.M. deBeurs, and G.M. Henebry Land surface phenology and temperature variation in the International Geosphere-Biosphere Program high latitudes Global Change Biol. 11 2005 779 790
4. R. Fensholt, T. Langanke, K. Rasmussen, A. Reenberg, S.D. Prince, C.J. Tucker, R.J. Scholes, Q.G. Le, A. Bondeau, E. Eastman, H. Epstein, A.E. Gaughan, U. Hellden, C. Mbow, L. Olsson, J. Paruelo, C. Schweitzer, J. Seaquist, and K. Wessels Greenness in semi-arid areas across the globe 1981-2007-an Earth Observing Satellite based analysis of trends and drivers Remote Sens. Environ. 121 2012 144 158
5. R. Fensholt, and K. Rasmussen Analysis of trends in the Sahelian 'rain-use efficiency' using GIMMS NDVI, RFE and GPCP rainfall data Remote Sens. Environ. 115 2 2011 438 451
6. W.Q. Guo, T.B. Yang, J.G. Dai, L. Shi, and Z.Y. Lu Vegetation cover changes and their relationship to climate variation in the source region of the Yellow River, China, 1990-2000 Int. J. Remote Sens. 29 7 2008 2085 2103
7. L. Hein, and N. de Ridder Desertification in the Sahel: a reinterpretation Global Change Biol. 12 5 2006 751 758
8. U. Hellden, and C. Tottrup Regional desertification: a global synthesis Global Planet. Change 64 2008 169 176
9. J. Hill, M. Stellmes, Th. Udelhoven, A. Röder, and S. Sommer Mediterranean desertification and land degradation: mapping related land use change syndromes based on satellite observations Global Planet. Change 64 2008 146 157
10. K.A. Hogda, S.R. Karlsen, and I. Solheim Climatic change impact on growing season in Fennoscandia studied by a time series of NOAA AVHRR NDVI data Proceedings of IGARSS 9-13 July, Sydney, Australia 2001 ISBN: 0-7803-7033-3
11. E. Ivits, M. Cherlet, G. Tóth, S. Sommer, W. Mehl, J. Vogt, and F. Micale Combining satellite derived phenology with climate data for climate change impact assessment Global Planet. Change 88-89 2012 85 97
12. S.J. Jeong, C.H. Kim Ho, and E. Brown Molly Phenology shifts at start vs. end of growing season in temperate vegetation over the Northern Hemisphere for the period 1982-2008 Global Change Biol. 17 2011 2385 2399 doi:10.1111/j.1365- 2486.2011.02397.x
13. Y. Julien, and J.A. Sobrino Global land surface phenology trends from GIMMS database Int. J. Remote Sens. 30 13 2009 3495 3513
14. 2 climate Clim. Dyn. 2011 doi:10.1007./s00382-010-0827-x
15. M.G. Kendall Rank Correlation Methods 1975 Griffin London, UK
16. H.W. Linderholm Growing season changes in the last century Agric. Forest Meteorol. 137 2006 1 14
17. H.B. Mann Nonparametric tests against trend Econometrica 13 1945 245 259
18. Metzger, M.J., Bunce, R.G.H., Jongman, R.H.G, 2011. Top-level tiers for Global Ecosystem Classification and Mapping Initiative (GEOSS Task ED-06-02). EBONE-WP3 Deliverable report D3.1. www.ebone.wur.nl.
19. P.C.D. Milly, J. Betancourt, M. Falkenmark, R.M. Hirsch, Z.W. Kundzewicz, D.P. Lettenmaier, and R.J. Stouffer Stationarity is dead: whither water management? Science 2008 319
20. R.B. Myneni, C.D. Keeling, C.J. Tucker, G. Asrar, and R.R. Nemani Increased plant growth in the northern high latitudes from 1981 to 1991 Nature 386 1997 698 702
21. C. Parmesan Ecological and evolutionary responses to recent climate change Ann. Rev. Ecol. Evol. Syst. 37 2006 637 669
22. R. Stöckli, and P.L. Vidale European plant phenology and climate as seen in a 20-year AVHRR land-surface parameter dataset Int. J. Remote Sens. 25 2004 3303 3330
23. S.D. Prince, K.J. Wessels, C.J. Tucker, and S.E. Nicholson Desertification in the Sahel: a reinterpretation of a reinterpretation Global Change Biol. 13 7 2007 1308 1313
24. B.C. Reed, J.F. Brown, D. VanderZee, T.R. Loveland, J.W. Merchant, and D.O. Ohlen Measuring phenological variability from satellite imagery J. Veg. Sci. 5 1994 703 714
25. P.K. Sen Estimates of the regression coefficient based on Kendall's tau J. Am. Stat. Assoc. 63 1968 1379 1389
26. H. Theil A rank-invariant method of linear and polynomial regression analysis (parts 1-3) Nederl. Akad. Wetensch. Proc. 53 1950 386 392 521-525, 1397-1412
27. C.J. Tucker, J.E. Pinzon, M.E. Brown, D. Slayback, E.W. Pak, R. Mahoney, E. Vermote, and N.El. Saleous An extended AVHRR 8-km NDVI data set compatible with MODIS and SPOT vegetation NDVI data Int. J. Remote Sens. 26 20 2005 4485 5598
28. K.J. Wessels Comments on 'Proxy global assessment of land degradation' by Bai et al. (2008) Soil Use Manage. 25 1 2009 91 92
29. M.A. White, K. DeBeurs, K. Didan, D. Innouyes, A.D. Richardson, O. Jensen, J. O'Keefe, G. Zhang, R.R. Nemani, W.J.D. VanLeeuwen, J.F. Brown, A. DeWit, M. Schaepman, X. Lin, M. Dettinger, A.S. Bailey, J. Kimball, M.D. Schwartz, D.D. Baldocchi, J.T. Lee, and W.K. Lauenroth Intercomparison, interpretation and assessment of spring phenology in North America estimated from remote sensing from 1982 to 2006 Global Change Biol. 15 2009 2335 2359
30. L. Zhou, C.J. Tucker, R.K. Kaufmann, D. Slayback, N.V. Shabanov, and R.B. Myneni Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981-1999 J. Geophys. Res. 106 D17 2001 20,069-20,083
31. W. Zhu, H. Tian, X. Xu, Y. Pan, G. Chen, and W. Lin Extension of the growing season due to delayed autumn over mid and high latitudes in North America during 1982-2006 Global Ecol. Biogeogr. 2011 doi:10.1111/j.1466-8238. 2011.00675.x
32. S. Yue, and P. Pilon A comparison of the power of the t test, Mann-Kendall and bootstrap tests for trend detection Hydrol. Sci. J. 49 1 2004