Phenological response of vegetation to upstream river flow in the Heihe Rive basin by time series analysis of MODIS data

Hydrology and Earth System Sciences

Volumn 15, Issue 3, 2011, Pages 1047-1064

  Jia, L ^a,b   Shang, H ^a,c   Hu, G ^a   Menenti, M ^c  

^a BEIJING NORMAL UNIVERSITY   (China)

^b WAGENINGEN UNIVERSITY   (Netherlands)

^c DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; FOURIER TRANSFORM METHOD; FRESH WATER RESOURCES; GREEN-UP; HEIHE RIVER; HEIHE RIVER BASIN; HIGH ELEVATION; INITIAL VALUES; IRRIGATION SCHEMES; LARGE DATA; LOWER CATCHMENTS; NDVI DATA; NDVI TIME SERIES; NORTHWESTERN CHINA; PREVIOUS YEAR; RIVER FLOW; SATELLITE OBSERVATIONS; SOLID PRECIPITATION; TERRA-MODIS; TRADITIONAL IRRIGATION; VEGETATION CONDITION; VEGETATION DYNAMICS; VEGETATION GROWTH; VEGETATION INDEX; VEGETATION PHENOLOGY; VIEWING ANGLE; WATER AVAILABILITY; WATER YIELD;

CATCHMENTS; DATA FLOW ANALYSIS; FORESTRY; FOURIER SERIES; HARMONIC ANALYSIS; IRRIGATION; METADATA; RADIOMETERS; REMOTE SENSING; RUNOFF; SATELLITE IMAGERY; STREAM FLOW; TIME SERIES; TIME SERIES ANALYSIS; VEGETATION; WATER RESOURCES;

RIVERS;

ALGORITHM; CATCHMENT; DATA SET; FOURIER TRANSFORM; HARMONIC ANALYSIS; IRRIGATION; MODIS; NDVI; NUMERICAL MODEL; OASIS; OBSERVATIONAL METHOD; PHENOLOGY; PHYSIOLOGICAL RESPONSE; PRECIPITATION INTENSITY; REMOTE SENSING; RIVER FLOW; RUNOFF; SATELLITE IMAGERY; STREAMFLOW; TIME SERIES ANALYSIS; VEGETATION TYPE; WATER AVAILABILITY; WATER RESOURCE;

CHINA; EJINA OASIS; GANSU; HEIHE BASIN;

EID: 79953214601     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-15-1047-2011     Document Type: Article

References (37)

1. Akiyama, T., Sakai, A., Yamazaki, Y., Wang, G., Fujita, K., Nakawo, M., Kubota, J., and Konagaya, Y.: Surfacewatergroundwater interaction in the Heihe River basin, Northwestern China, B. Glaciol. Res., 24, 87-94, 2007.
2. Azzali, S. and Menenti, M.: Mapping vegetation-soil-climate complexes in southern Africa using temporal Fourier analysis of NOAA - AVHRR NDVI data, Int. J. Remote Sens., 21(5), 973-996, 2000. (Pubitemid 30203391)
3. Baldocchi, D.: Lecture 4 Characterizing the Vegetation, Part 3: Geographic Distribution of Plants, Environmental Science, Policy and Management (ESPM) 129, BIOMETEOROLOGY: Plant-Ecosystem-Atmosphere Interactions, http://nature.berkeley.edu/biometlab/espm129/ (last access: 25 October 2010), 2010.
4. Bewket, W.: Land cover dynamics since the 1950s in the Chemoga Watershed, Blue Nile Basin, Ethiopia, Mt. Res. Dev., 22, 263-269, 2002. (Pubitemid 35259264)
5. Chen, J., Jonsson, P., Tamura, M., Gua, Z., Matsushitab, B., and Eklundhd, L.: A simple method for reconstruction a high-quality NDVI time-series data set based on the Savitzky-Golay filter, Remote Sens. Environ., 91, 332-344, 2004. (Pubitemid 38791552)
6. Chen, Y. N.,Wang, Q., Li,W. H., Ruan, X., Chen, Y. P., and Zhang, L. H.: Rational groundwater table indicated by the ecophysiological parameters of the vegetation: A case study of ecological restoration in the lower reaches of the Tarim River, Chinese Sci. Bull., 51, 8-15, 2006. (Pubitemid 46122445)
7. Groten, S. M. E. and Ocatre, R.: Monitoring the length of the growing season with NOAA, Int. J. Remote Sens., 23, 2797-2815, 2002. (Pubitemid 34829683)
8. Holben, B. N.: Characteristic of maximum value composite images for temporal AVHRR data, Int. J. Remote Sens., 7, 1417-1434, 1986.
9. Immerzeel, W., Quiroz, R., and Jong, S.: Understanding precipitation patterns and land use interaction in Tibet using harmonic analysis of SPOT VGT-S10 NDVI time series, Int. J. Remote Sens., 26(11), 2281-2296, 2005. (Pubitemid 41007396)
10. Jin, X., Hu, G., and Wan, L.: Hysteresis effect of runoff of the Heihe river on vegetation cover in Ejin Oasis in Northwestern China, Earth Sci. Front., 15, 198-203, 2008.
11. Jin, X., Schaepman, M., Clevers, J., Su, Z., and Hu, G.: Correlation Between Annual Runoff in the Heihe River to the Vegetation Cover in the Ejina Oasis (China), Arid Land Res. Manag., 24(1), 31-41, 2009.
12. Jonsson, P. and Eklundh, L.: Seasonality extraction by function fitting to time series of satellite sensor data, Int. Geosci. Remote Sens., 40, 1824-1832, 2002. (Pubitemid 35170402)
13. Julien, Y., Sobrino, J. A., and Verhoef, W.: Changes in land surface temperatures and NDVI values over Europe between 1982 and 1999, Remote Sens. Environ., 103, 43-55, 2006. (Pubitemid 43867591)
14. Justice, C. O. and Hiernaux, P. H. Y.: Monitoring the grasslands of the Sahel using NOAA AVHRR data: Niger 1983, Int. J. Remote Sens., 7, 1475-1497, 1986. (Pubitemid 17480440)
15. Liu, P.-X., Peng, J.-F., and Chen, F.-H.: Hydrological Response of Populus euphratica Olve. Radial Growth in Ejinaa Banner, Inner Mongolia, J. Integr. Plant Biol., 49(2), 150-156, 2007. (Pubitemid 46486996)
16. Liu,W. T. and Negron-Juarez, R. I.: ENSO drought onset prediction in northeast Brazil using NDVI, Int. J. Remote Sens., 22, 3483-3501, 2001.
17. Lovell, J. L. and Graetz, R. D.: Filtering pathfinder AVHRR Land NDVI data for Australia, Int. J. Remote Sens., 22, 2649-2654, 2001. (Pubitemid 32760710)
18. Ma, M. and Veroustraete, F.,: Reconstruction pathfinder AVHRR land NDVI time-series data for the Northewest of China, Adv. Space Res., 37, 835-840, 2006a.
19. Ma, M. and Veroustraete, F.: Interannual variability of vegetation cover in the Chinese Heihe River Basin and its relation to meteorological parameters, Int. J. Remote Sens., 27, 3473-3486, 2006b. (Pubitemid 44203562)
20. Maselli, F. and Rembold, F.: Analysis of GAC NDVI data for cropland identification and yield forecasting in Mediterranean African Countries, Photogramm. Eng. Rem. S., 68, 71-75, 2001.
21. Menenti, M., Azzali, S., Verhoef, W., and van Swol, R.: Mapping agroecological zones and time lag in vegetation growth by means of Fourier analysis of time series of NDVI images, Adv. Space Res., 13(5), 233-237, 1993. (Pubitemid 23381021)
22. Menenti, M., Azzali, S., and Verhoef, W.: Fourier analysis of time series of NOAA-AVHHR NDVI composites to map isogrowth zones, in: Climate change research: evaluation and policy implications, book on "Studies in Environmental Science", Vol. 65, edited by: Zwerver, S., van Rompaey, R. S. A. R., Kok, M. T. J., and Berk, M. M., Elsevier, Amsterdam, The Netherlands, 425-430, 1995.
23. Qi, S. and Luo, F.: Land-use change and its environmental impact in the Heihe River Basin, arid northwest China, Water Environ. J., 21, 142-148, 2006.
24. Roerink, G. J., Menenti, M., and Verhoef, W.: Reconstructing cloudfree NDVI composites using Fourier analysis of time series, Int. J. Remote Sens., 21, 1911-1917, 2000. (Pubitemid 30325293)
25. Roerink, G. J., Menenti, M., Soepboer, W., and Su, Z.: Assessment of climate impact on vegetation dynamics by using remote sensing, Phys. Chem. Earth, 28, 103-109, 2003. (Pubitemid 36386525)
26. Su, Y. H., Feng, Q., Zhu, G. F., Si, J. H., and Zhang, Y. W.: Identification and evolution of groundwater chemistry in the Ejin Sub-Basin of the Heihe River, northwest China, Pedosphere, 17, 331-342, 2007.
27. Swets, D. L., Reed, B. C., Rowland, J. D., and Marko, S. E.: A weighted least-squares approach to temporal NDVI smoothing, in: Proceedings of the American Society of Photogrammetric Remote Sensing, Portland, OR, USA May 1999, American Society of Photogrammetric Remote Sensing (ASPRS), Washington, DC, 526-536, 1999.
28. Verhoef, W.: Application of Harmonic Analysis of NDVI Time Series (HANTS), in: Fourier analysis of temporal NDVI in the Southern African and American continents, edited by: Azzali, S. and Menenti, M., Wageningen, The Netherlands, DLO Winand Staring centre, Report 108, 19-24, 1996.
29. Verhoef, W., Menenti, M., and Azzali, S.: A colour composite of NOAA-AVHRR NDVI based time series (1981-1992), Int. J. Remote Sens., 17, 231-235, 1996. (Pubitemid 126547127)
30. Viovy, N., Arino, O., and Belward, A.,S.: The best index slope extraction (BISE): a method for reducing noise in NDVI time series, Int. J. Remote Sens., 17, 1585-1590, 1992.
31. Wang, G. X. and Cheng, G. D.: Water resource use and its ecoenvironmental problems in arid zone of northwest China, J. Nat. Resour., 14, 109-116, 1999.
32. Wang, Q., Ruan, X., Chen, Y. N., and Li, W. H.: Eco-physiological response of Populus euphratica Oliv. to water release of the lower reaches of the Tarim River, China, Environ. Geol., 53, 349-357, 2007. (Pubitemid 47283365)
33. Wen, J., Su, Z., and Ma, Y.: Reconstruction of a cloud-free vegetation index time series for the Tibetan plateau, Mt. Res. Dev., 24, 348-353, 2004. (Pubitemid 40059038)
34. Wen, X., Wu, Y., Su, J., Zhang, Y., and Liu, F.: Hydrochemical characteristics and salinity of groundwater in the Ejina Basin, Northwestern China, Environ. Geol., 48, 665-675, 2005. (Pubitemid 41663709)
35. Zhang, Y. H., Wu, Y., Su, J., Wen, X., and Liu, F.: Groundwater replenishment analysis by using natural isotopes in Ejin Basin, Northwestern China, Environ. Geol., 48, 6-14, 2005. (Pubitemid 40938379)
36. Zhu, Y. H., Ren, L. L., Skaggs, T. H., Lu, H. S., Yu, Z. B., Wu, Y. Q., and Fang, X. Q.: Simulation of Populus euphratica root uptake of groundwater in an arid woodland of the Ejin Basin, China, Hydrol. Process., 23, 2460-2469, 2009.
37. Zomer, R. J., Ustin, S. L., and Carpenter, C. C.:. Land cover change along tropical and substropical riparian corridors within the Makalu Barun Nationa Parl and Conservation Area, Nepal, Mt. Res. Dev., 21, 175-183, 2001. (Pubitemid 32626399)