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Multiscale computation of solar radiation for predictive vegetation modelling

Authors: Piedallu, Christian; Gégout, Jean-Claude;

Multiscale computation of solar radiation for predictive vegetation modelling

Abstract

The recent development of large environmental databases allow the analysis of the ecological behaviour of species or communities over large territories. Solar radiation is a fundamental component of ecological processes, but is poorly used at this scale due to the lack of available data. Here we present a GIS program allowing to calculate solar radiation as well locally as at large scale, taking into account both topographical (slope, aspect, altitude, shadowing) and global (cloudiness and latitude) parameters. This model was applied to the whole of France (540 000 km²) for each month of the year, using only a 50-metre digital elevation model (DEM), latitude values and cloudiness data. Solar radiation measured from 88 meteorological stations used for validation indicated a R² of 0.78 between measured and predicted annual radiation with better predictions for winter than for summer. Radiation values increase with altitude, and with slope for southern exposure, excepted in summer. They decrease with latitude, nebulosity, and slope for north, east, and west exposures. The effect of cloudiness is important, and reduces radiation by around 20% in winter and 10% in summer. Models of plant distribution were calculated for Abies alba, Acer pseudoplatanus, and Quercus pubescens, for France. The use of solar radiation improved modelling for the three species models directly or through the water balance variable. We conclude that models which incorporates both topographical and global variability of solar radiation can improve efficiency of large-scale models of plant distribution.

Country
France
Keywords

geographical information system (GIS), arbre forestier, plant distribution models, solar radiation, water balance, [SDV.EE]Life Sciences [q-bio]/Ecology, acer pseudoplatanus, rayonnement solaire;bilan hydrique;système d’information géographique (SIG);modèle numérique de terrain (MNT);modèles de distribution des plantes;modélisation de la végétation;Quercus pubescens;Chêne pubescent;solar radiation;water balance;geographical information system (GIS);digital elevation model (DEM);plant distribution models;vegetation modelling;SAPIN ARGENTE;ERABLE FAUX PLATANE;ECHELLE D'ETUDE, abies alba, vegetation modelling, [SDV.EE]Life Sciences [q-bio]/Ecology, environment, EE] Sciences du Vivant/Ecologie, Environnement [[SDV], [SDV.EE] Life Sciences/Ecology, environment, distribution spatiale, facteur climatique, [SDV.EE] Life Sciences [q-bio]/Ecology, environment, EE] Life Sciences/Ecology, environment [[SDV], europe, environment, france, digital elevation model (DEM)

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    60
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
60
Top 10%
Top 10%
Top 10%
Green
gold