Vplyv prízemnej vegetácie a podrastu na priebeh fenologickej krivky bukových porastov odvodenej z údajov MODIS / Effect of understory vegetation and undergrowth on course of phenological curve of beech forests derived from MODIS

Brandýsová, Veronika; Bucha, Tomáš

doi:10.2478/v10114-011-0017-8

Abstract

Vegetation index NDVI derived from satellite data MODIS (product MOD09) was used for monitoring of phenological phases of beech stands. The effect of leaves of upper story and undergrowth trees, understory vegetation, bark of thin and thick branches, trunk, and litter on NDVI value was identified and quantified for determination of the onset of phenological phases in five beech stands. The phenological observations were carried out in the spring 2011. Phenological curves were modelled for each stand. Inputs were NDVIsat derived from MODIS. The NDVI value for each component was determined from spectral analyses, and its percentage was estimated. Consequently, NDVI_model values were calculated for each stand and compared with NDVI_sat. We found out that NDVI_sat values are systematically biased from NDVI_model values a quotient q was established to revise this biased NDVI_sat values. Possibilities for satellite long-term phenological monitoring resulted from the quantified effect of individual forest components on NDVI value. The 100% leaf onset is the most suitable phase for phenological monitoring of the canopy trees component. The 100% leaf budburst is suitable phenophase for monitoring of forest stands phenology.

References

AHL, D.E., GOWER, S. T., BURROWS, S. N., SHABANOV, N. V., MYNENI, R. B., KNYAZIKHIN, Y., 2006: Monitoring spring canopy phenology of a deciduous broadleaf forest using MODIS. Remote Sensing of Environment, 104: 88-95.10.1016/j.rse.2006.05.003
Search in Google Scholar
BUCHA, T., 1999: Classification of tree species composition in Slovakia from satellite images as a part of monitoring forest ecosystems biodiversity. Acta Instituti Forestalis Zvolen, Zvolen: LVU Zvolen, 9: 65-84.
Search in Google Scholar
-, KOREŇ, M., 2009: Kontinualne sledovanie odozvy lesnych ekosystemov na meniace sa podmienky prirodneho prostredia pomocou udajov DPZ - tvorba udajovej bazy. In: BUCHA, T., PAVLENDOVA,H., (eds.): Diaľkovy prieskum Zeme - lesy v meniacich saprirodnych podmienkach. Zvolen: NLC - LVU Zvolen, s. 35-50.
Search in Google Scholar
EUROPSKA KOMISIA, 2010: Zelena kniha o ochrane lesov a informaciach o lesoch v EU. Priprava lesov na zmenu klimy. Brusel, 1. 3. 2010 KOM (2010) 66. 22 s.
Search in Google Scholar
FISHER, J. I., MUSTARD, J. F., 2007: Cross-scalar satellite phenology from ground, Landsat and MODIS data. Remote Sensing of Environment, 109: 261-273. 10.1016/j.rse.2007.01.004
Search in Google Scholar
-, MUSTARD, J. F., VADEBONCOEUR, M. A., 2006: Green leaf phenology at Landsat resolution: Scaling from the field to the satelite. Remote Sensing of Environment, 100: 265-279.10.1016/j.rse.2005.10.022
Search in Google Scholar
GANGULY, S., FRIEDL, M. A., TAN, B., ZHANG, X., VERMA, M., 2010: Land surface phenology from MODIS: Characterization of the Collection 5 global cover Dynamics product. Remote Sensing of Environment, 114: 1805-1816.10.1016/j.rse.2010.04.005
Search in Google Scholar
HEUMANN, B. W., SEAQUIST, J. W., EKLUNDH, L., JONSSON, P., 2007: AVHRR derived phenological change in the Sahel and Soudan, Africa, 1982 - 2005. Remote Sensing of Environment, 108: 385-392.10.1016/j.rse.2006.11.025
Search in Google Scholar
JONSSON, A. M., HELLSTROM, M., BARRING, L., JONSSON, P., 2010: Annual changes in MODIS vegetation indices of Swedish coniferous forests in relation to snow dynamics and tree phenology. Remote Sensing of Environment, 114: 2719-2730.10.1016/j.rse.2010.06.005
Search in Google Scholar
JUSTICE, C. O., TOWNSHEND, J. R. G., VERMOTE, E. F., MASUOKA, E., WOLFE, R. E., SALEOUS, N., ROY, D. P., MORISETTE, J. T., 2002: An overview of MODIS land data processing and product status. Remote Sensing of Environment, 83: 3-15.10.1016/S0034-4257(02)00084-6
Search in Google Scholar
KANG, S., RUNNING, S. W., LIM, J.-H., ZHAO, M., PARK, CH. R., LOEHMAN, R., 2003: a regional phenology model for detecting onset of greenness in temperate mixed forests, Korea: an application of MODIS leaf area index. Remote Sensing of Enviroment, 86: 232-242.10.1016/S0034-4257(03)00103-2
Search in Google Scholar
SOBIŠEK, B., BEDNAŘ, J., ČERNAVA, S., FLUX, J., FRUHBAUER, J., GOTTWALD, A., HODAN, L., JURČOVIČ, P., KAKOS, V., KALVOVA, J., KOLDOVSKY, M., KOPAČEK, J., KREJČI, J., KRŠKA, K., MUNZAR, J., NEDELKA, M., OTRUBA, A., PANENKA, I., PAPEŽ sen., A., PICHA, J., PODHORSKY, D., POPOLANSKY, F., PRETEL, J., PRIBIŠ, J., REIN, F., SETVAK, M., SCHOBEROVA, E., SLABA, N., SLADEK, I., STRACHOTA, J., ŠTEKL, J., TABORSKY, Z., TREFNA, E., TRHLIK, M., VESECKY, A., ZEMAN, M., ZIKMUNDA, O., 1993: Meteorologicky slovnik vykladovy a terminologicky. Praha: Ministerstvo životniho prostředi Česke republiky, 594 s.
Search in Google Scholar
LEE, R., YU. F., PRICE, K. P., ELLIS, J., SHI, P., 2002: Evaluating vegetation phenological patterns in Inner Mongolia using NDVI time- series analysis. International Journal of Remote Sensing, 23: 2505-2512.10.1080/01431160110106087
Search in Google Scholar
LINDERHOLM, H.W., 2006: Growing season changes in the last century. Review. Agricultural and Forest Meteorology, 137: 1-14.10.1016/j.agrformet.2006.03.006
Search in Google Scholar
NAGAI, S., NASAHARA, K. N., MURAOKA, H., AKIYAMA, T., TSUCHIDA, S., 2010: Field experiments to test the use of the normalized-difference vegetation index for phenology detection. Agricultural and Forest Meteorology, 150: 152-160.10.1016/j.agrformet.2009.09.010
Search in Google Scholar
PIAO, S. L., FANG, J., ZHOU, L., CIAIS, P., ZHU, B., 2006: Variations in satellite-derived phenology in China’s temperate vegetation. Global Change Biology, 12(4): 672-685.10.1111/j.1365-2486.2006.01123.x
Search in Google Scholar
PRIWITZER, T., BUCHA, T., KOREŇ, M., 2009: Využitie vegetačneho indexu NDVI odvodeneho z MODISu pri fenologickych pozorovaniach lesnych drevin. In: BUCHA, T., PAVLENDOVA, H., (eds.):Diaľkovy prieskum Zeme - lesy v meniacich sa prirodnych podmienkach. Zvolen: NLC - LVU Zvolen, s. 51-64.
Search in Google Scholar
RICHARDSON, A. D., O’KEEFE, J., 2009: Phenological differences between understory and overstory: a case study using the long term Harvard Forest records. In: A. NOORMETS (ed.): Phenologyof Ecosystem Processes. New York: Springer, p. 87-117.10.1007/978-1-4419-0026-5_4
Search in Google Scholar
SOUDANI, K., MAIRE, G., DUFReNE, E., FRANCOIS, CH., DELPIERRE, N., ULRICH, E., CECCHINI, S., 2008: Evaluation of the onset of green-up in temperate deciduous broadleaf forests derived from Moderate Resolution Imaging Spectroradiometer (MODIS) data. Remote Sensing of Environment, 112: 2643-2655.10.1016/j.rse.2007.12.004
Search in Google Scholar
STOCKLI, R., VIDALE, P. L., 2004: European pla nt phenology and climate as seen in a 20-year AVHRR land-surface parameter dataset. International Journal of Remote Sensing, 25: 3303-3330.10.1080/01431160310001618149
Search in Google Scholar
SCHOLTZ, P., NOVAKOVA, M., SVIČEK, M., 2010: Prognozovanie urody. In: FERANEC, J. (ed.): Slovensko očami satelitov. Bratislava: VEDA, s. 125-144.
Search in Google Scholar
ŠKVARENINOVA, J., 2009: Priebeh vegetativnych fenologickych faz autochtonnych populacii smreka obyčajneho (Picea abies [L.] Karst.) zo Slovenska. Lesnicky časopis - Forestry Journal, 55(1): 13-27.
Search in Google Scholar
ŠTEFANČIK, I., 1995: Fenologia v lesnictve. 1. Začiatok vegetačnej činnosti. Lesnicky časopis - Forestry Journal, 41(2): 131-139.
Search in Google Scholar
ŠMELKO, Š., 2012: Biometricke postupy vhodne na objektivizaciu udajov o lese, overene počitačovymi simulaciami na digitalnych modeloch lesnych porastov. Lesnicky časopis - Forestry Journal, 58(1): 21-34.
Search in Google Scholar
WOLFE, R, E., NISHIHAMA, M., FLEIG, A. J., KUYPER, J.A., ROY, D. P., STOREY, J.C., PAT, F.S. 2002: Achieving sub-pixel geolocation accuracy in support of MODIS land science. Remote Sensing of Environment, 83(2002): 31-49.
Search in Google Scholar
ZHANG, X., FRIEDL, M. A., SCHAAF, C. B., STRAHLER, A. H., HODGES, J. C. F., GAO, F., REED, B. C., HEUTE, A., 2003: Monitoring vegetation phenology using MODIS. Remote Sensing of Environment, 84: 471-475. -, GOLDBERG, M. D., 2011: Monitoring fall foliage coloration dynamics using time-series satelite data. Remote Sensing of Environment, 115: 382-391 ZHOU, L., TUCKER, C. J., KAUFMANN, R. K., SLAYBACK, D., SHABANOV, N. V., MYNENI, R. B., 2001: Variations in northern vegetation activity inferred from satelite data of vegetation index during 1981 to 1999. Journal of Geophysical Research, 106: 20069-20083.10.1016/S0034-4257(02)00135-9
Search in Google Scholar

Vplyv prízemnej vegetácie a podrastu na priebeh fenologickej krivky bukových porastov odvodenej z údajov MODIS / Effect of understory vegetation and undergrowth on course of phenological curve of beech forests derived from MODIS

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