Ground-based Network of NDVI measurements for tracking temporal dynamics of canopy structure and vegetation phenology in different biomes

被引:158
作者
Soudani, K. [1 ]
Hmimina, G. [1 ]
Delpierre, N. [1 ]
Pontailler, J-Y [1 ]
Aubinet, M. [2 ]
Bonal, D. [3 ,5 ]
Caquet, B. [4 ]
de Grandcourt, A. [4 ]
Burban, B. [5 ]
Flechard, C. [6 ]
Guyon, D. [7 ]
Granier, A. [3 ]
Gross, P. [3 ]
Heinesh, B. [2 ]
Longdoz, B. [3 ]
Loustau, D. [7 ]
Moureaux, C. [2 ]
Ourcival, J. -M. [8 ]
Rambal, S. [8 ]
Saint Andre, L. [9 ]
Dufrene, E. [1 ]
机构
[1] Univ Paris 11, Fac Sci Orsay, Lab Ecol Systemat & Evolut, CNRS,AgroParisTech, Orsay, France
[2] Univ Liege, Gembloux Agrobio Tech GxABT, Gembloux, Belgium
[3] Univ Nancy, INRA, UMR EEF 1137, Champenoux, France
[4] CIRAD CRDPI, Paris, France
[5] INRA, UMR Ecofog, Kourou, Guyane Francais, French Guiana
[6] INRA, UMR SAS 1069, F-35042 Rennes, France
[7] INRA, EPHYSE UR1263, F-33140 Villenave Dornon, France
[8] CNRS, Ctr Ecol Fonct & Evolut, F-34033 Montpellier, France
[9] INRA, Unite Biogeochim Ecosyst Forestiers, Champenoux, France
关键词
Ground-based NDVI; NDVI time-series; Phenology; Evergreen and deciduous forests; Tropical rain forest; Herbaceous savanna; Crops; LEAF-AREA INDEX; GROSS PRIMARY PRODUCTION; FORESTS GREEN-UP; SPECTRAL REFLECTANCE; SEASONAL PATTERNS; CARBON SEQUESTRATION; WINTER-WHEAT; TIME-SERIES; PINE FOREST; RAIN-FOREST;
D O I
10.1016/j.rse.2012.03.012
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Plant phenology characterises the seasonal cyclicity of biological events such as budburst, flowering, fructification, leaf senescence and leaf fall. These biological events are genetically pre-determined but also strongly modulated by climatic conditions, particularly temperature, daylength and water availability. Therefore, the timing of these events is considered as a good indicator of climate change impacts and as a key parameter for understanding and modelling vegetation climate interactions. In situ observations, empirical or bioclimatic models and remotely sensed time-series data constitute the three possible ways for monitoring the timing of plant phenological events. Remote sensing has the advantage of being the only way of surface sampling at high temporal frequency and, in the case of satellite-based remote sensing, over large regions. Nevertheless, exogenous factors, particularly atmospheric conditions, lead to some uncertainties on the seasonal course of surface reflectance and cause bias in the identification of vegetation phenological events. Since 2005, a network of forest and herbaceous sites has been equipped with laboratory made NDVI sensors to monitor the temporal dynamics of canopy structure and phenology at an intra-daily time step. In this study, we present recent results obtained in several contrasting biomes in France, French Guiana, Belgium and Congo. These sites represent a gradient of vegetation ecosystems: the main evergreen and deciduous forest ecosystems in temperate climate region, an evergreen tropical rain forest in French Guiana, an herbaceous savanna ecosystem in Congo, and a succession of three annual crops in Belgium. In this paper, (1) we provide an accurate description of the seasonal dynamics of vegetation cover in these different ecosystems (2) we identify the most relevant remotely sensed markers from NDVI time-series for determining the dates of the main phenological events that characterize these ecosystems and (3) we discuss the relationships between temporal canopy dynamics and climate factors. In addition to its importance for phenological studies, this ground-based Network of NDVI measurement provides data needed for the calibration and direct validation of satellite observations and products. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:234 / 245
页数:12
相关论文
共 78 条
[1]   Measuring wheat senescence with a digital camera [J].
Adamsen, FJ ;
Pinter, PJ ;
Barnes, EM ;
LaMorte, RL ;
Wall, GW ;
Leavitt, SW ;
Kimball, BA .
CROP SCIENCE, 1999, 39 (03) :719-724
[2]   Quantitative phenological observations of a mixed beech forest in northern Switzerland with digital photography [J].
Ahrends, Hella Ellen ;
Bruegger, Robert ;
Stoeckli, Reto ;
Schenk, Juerg ;
Michna, Pavel ;
Jeanneret, Francois ;
Wanner, Heinz ;
Eugster, Werner .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2008, 113 (G4)
[3]   Carbon sequestration by a crop over a 4-year sugar beet/winter wheat/seed potato/winter wheat rotation cycle [J].
Aubinet, M. ;
Moureaux, C. ;
Bodson, B. ;
Dufranne, D. ;
Heinesch, B. ;
Suleau, M. ;
Vancutsem, F. ;
Vilret, A. .
AGRICULTURAL AND FOREST METEOROLOGY, 2009, 149 (3-4) :407-418
[4]   Estimation of the carbon sequestration by a heterogeneous forest: night flux corrections, heterogeneity of the site and inter-annual variability [J].
Aubinet, M ;
Heinesch, B ;
Longdoz, B .
GLOBAL CHANGE BIOLOGY, 2002, 8 (11) :1053-1071
[5]  
Balzarolo M, 2011, SENSORS-BASEL, V11, P7954, DOI [10.3390/s110807954, 10.3390/s11087954]
[6]   LEAF-AREA INDEX, INTERCEPTED PHOTOSYNTHETICALLY ACTIVE RADIATION, AND SPECTRAL VEGETATION INDEXES - A SENSITIVITY ANALYSIS FOR REGULAR-CLUMPED CANOPIES [J].
BEGUE, A .
REMOTE SENSING OF ENVIRONMENT, 1993, 46 (01) :45-59
[7]   Leaf area index development in temperate oak and beech forests is driven by stand characteristics and weather conditions [J].
Bequet, R. ;
Campioli, M. ;
Kint, V. ;
Vansteenkiste, D. ;
Muys, B. ;
Ceulemans, R. .
TREES-STRUCTURE AND FUNCTION, 2011, 25 (05) :935-946
[8]   SEASONAL-VARIATIONS IN THE SPECTRAL REFLECTANCE OF DECIDUOUS TREE CANOPIES [J].
BLACKBURN, GA ;
MILTON, EJ .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1995, 16 (04) :709-720
[9]   Impact of severe dry season on net ecosystem exchange in the Neotropical rainforest of French Guiana [J].
Bonal, Damien ;
Bosc, Alexandre ;
Ponton, Stephane ;
Goret, Jean-Yves ;
Burban, Benoit ;
Gross, Patrick ;
Bonnefond, Jean-Marc ;
Elbers, Jan ;
Longdoz, Bernard ;
Epron, Daniel ;
Guehl, Jean-Marc ;
Granier, Andre .
GLOBAL CHANGE BIOLOGY, 2008, 14 (08) :1917-1933
[10]   EFFECTS OF THINNING ON SOIL AND TREE WATER RELATIONS, TRANSPIRATION AND GROWTH IN AN OAK FOREST (QUERCUS-PETRAEA (MATT) LIEBL) [J].
BREDA, N ;
GRANIER, A ;
AUSSENAC, G .
TREE PHYSIOLOGY, 1995, 15 (05) :295-306