R. Ceulemans’s research while affiliated with University of Antwerp and other places

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Publications (280)


gcbb12687-sup-0001-TableS1-S6.docx
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April 2020

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11 Reads

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R. Ceulemans
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Combining a land surface model with life cycle assessment for identifying the optimal management of short rotation coppice in Belgium

February 2019

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65 Reads

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10 Citations

Biomass and Bioenergy

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Poplar (Populus spp.) and willow (Salix spp.) short rotation coppice (SRC) are attractive feedstock for conversion to renewable electricity. Site managers typically optimize biomass production at their sites. However, maximum biomass production does not necessarily equate an optimal CO2 balance, water use and energy production. This is because many operational actions consume water and energy and emit CO2, either on-site or off-site. Coupling a land surface model (ORCHIDEE-SRC) with life cycle assessment enabled us to determine the optimal management for SRC in Belgium. We simulated 120 different management scenarios for each of two well-studied Belgian SRC sites (i.e. Boom and Lochristi). Simulated soil carbon changes suggested substantial carbon losses of 20–30 Mg ha−1 over a time period of 20 years, which were within observation-based uncertainty bounds. Results showed that in Belgium, which has a temperate maritime climate, optimal management of SRC has a rotation cycle of two years without irrigation. Energy inputs for this optimal management were 5.2 GJ ha−1 yr−1 for the Boom site and 5.3 GJ ha−1 yr−1 for the Lochristi site, while the biomass yields at Boom and Lochristi were 9.0 Mg ha−1 yr−1 and 9.4 Mg ha−1 yr−1, respectively. The energy ratio (i.e., ratio of bioelectricity output to cumulative energy input) for this optimal management was 12, on average. Planting density turned out to be unimportant, while rotation length turned out to be most important to obtain the highest energy ratio and still maintain high biomass yield. Scenarios with high energy-input generated more bioenergy outputs, but the energy gains did not compensate for the increased energy inputs. Reductions in energy consumption per unit of bioenergy output should target the agricultural stage since it accounted for the largest energy share in the production chain.


Above- and below-ground carbon accumulation and biomass allocation in poplar short rotation plantations under Mediterranean conditions

November 2018

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203 Reads

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47 Citations

Forest Ecology and Management

Beside the production of biomass, short rotation coppice (SRC) poplar plantations can also contribute to carbon sequestration in the soil through their below-ground biomass. The present study evaluated the allocation of above and below-ground biomass at the end of the first rotation of four SRC plantations under Mediterranean conditions. The genotypes evaluated are commonly used for biomass plantations, i.e. genotypes ‘AF2’ and ‘I-214’ (Populus × canadensis Mönch), and ‘Monviso’ (P. × generosa Henry × P. nigra L.). No significant differences among genotypes were found with regard to below-ground biomass yield. The root:shoot ratio decreased in line with the growth in shoot basal diameter, with values ranging from 0.15 to 0.26. The accumulation of carbon in the below-ground fraction of the biomass ranged from 0.86 to 0.91 Mg C ha⁻¹ yr⁻¹, whereas the above-ground carbon accumulation ranged from 3.89 to 6.48 Mg C ha⁻¹ yr⁻¹. A general as well as a genotype-specific allometric model allowed to accurately predict the below-ground biomass yield using shoot basal diameter as the predictor variable. Both models provide an important tool to quantify the carbon accumulated in the below-ground fraction of the biomass.


Transpiration at leaf and tree level in a poplar short-rotation coppice culture: Seasonal and genotypic differences

November 2018

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93 Reads

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1 Citation

Acta Horticulturae

Poplar (Populus spp.) is one of the most commonly cultivated genera in experimental and commercial short-rotation coppice (SRC) plantations. The genus is among the fastest growing in temperate latitudes, but the success of highly productive poplar SRC plantations strongly depends on soil water availability. We examined the transpiration at the leaf and the individual tree levels of four different poplar genotypes under an SRC regime. Measurements were performed for the entire growing season of 2016, during the seventh growth year of the plantation and before the third coppice on four poplar genotypes (three individual multiple-stem trees per genotype) belonging to different species and from a different genetic background. The experimental site was a commercial scale multi-genotype SRC plantation, established in Flanders (Belgium). Measurements at the leaf level were performed on specific days of the growing season that differed in evaporative demand, temperature and incoming radiation. To determine the transpiration at the stem level, we measured single-stem sap flow using the stem heat balance (SHB) method and daily stem diameter variation measurements. The whole-tree transpiration was estimated by summing the sap flow rates from all stems. Measurements at the stem level were continuously monitored during the entire growing season. Sap flow was tightly connected to the phenological stage of the trees, thus onset of spring (leaf area development) and late autumn (leaf fall) were easily identifiable from sap flow measurements, showing differences among the four genotypes. The dynamics of transpiration at the leaf and tree level were driven by photosynthetic photon flux density (PPFD), but the sap flow intensity was controlled by vapour pressure deficit (VPD). The four poplar genotypes showed different water use strategies, based on determination of transpiration and other plant water status indicators.



Fig. 1 -Schematic presentation of the five discrete classes used for scoring bud burst in poplar. (1) Dormant bud completely encapsulated by the bud scales, completely dry outlook and brown color; (2) buds sprouting, with a tip of the small leaves emerging out of the scales, leaves cannot be observed individually; (3) buds completely opened with leaves still clustered together, scales still present, leaves individually visible but folded on it; (4): leaves diverging with their blades still rolled up, scales may be present or absent, folded leaves starting to open, leaf venation visible; (5): leaves completely unfolded (but smaller in size than mature ones), lengthening of the axis of the shoot evident, scales absent, development of leaves from the elongation of the lateral branch (Pellis et al. 2004b, Turok et al. 1996).  
Fig. 2 -Schematic presentation of the seven discrete classes used for scoring bud set in poplar. (0): Apical bud red-brown; (0.5): apical bud fully closed, color between green and red, stipules of the two last leaves still green; (1): apical bud not fully closed, bud scales predominantly green, no more rolled-up leaves; (1.5): transition from shoot to bud structure, color of second last leaf is comparable to older leaves, last leaf partially rolled; (2): shoot/internode growth reduced, second last leaf fully stretched, last leaf bright green; (2.5): last leaves still rolled-up, last leaves at equal height, internodes become shorter; (3): apical shoot fully growing, > 2 rolled-up young leaves (Turok et al. 1996, Pellis et al. 2004b).  
Fig. 5-Environmental variables and phenological indicators measured at the short-rotation coppice plantation in the years 2011 (before coppicing) and 2012 (after coppicing). The coppice was carried out on 2-3 February 2012 (DOY 34-35) as indicated by the arrow at the bottom. (a) Photosynthetically active radiation (PAR, μmol m-2 s-1 ); (b) air temperature (°C) and volumetric soil water content (m 3 m-3 ); (c) bud burst and bud set phenology expressed on a scale of discrete classes; (d) leaf area index (LAI, m 2 m-2 ); (e) relative red, blue and green channel brightness (%, respectively in red, blue and green squares), and the excess green index (ExG, raw data and filtered data are shown) extracted from the webcam images; (f) normalized difference vegetation index (NDVI) and wide dynamic range vegetation index (WDRVI) from the MODIS satellite image.
A comparative study of four approaches to assess phenology of Populus in a short-rotation coppice culture

May 2016

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357 Reads

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13 Citations

iForest - Biogeosciences and Forestry

We compared four approaches to assess phenology in a short-rotation coppice culture with 12 poplar (Populus) genotypes. The four approaches quantified phenology at different spatial scales and with different temporal resolutions: (i) visual observations of bud phenology; (ii) measurements of leaf area index; (iii) webcam images; and (iv) satellite images. For validation purposes we applied the four approaches during two years: the year preceding a coppice event and the year following the coppice event. The delayed spring greenup and the faster canopy development in the year after coppicing (as compared to the year before coppicing) were similarly quantified by the four approaches. The four approaches detected very similar seasonal changes in phe-nology, although they had different spatial scales and a different temporal resolution. The onset of autumn senescence after coppicing remained the same as in the year before coppicing according to the bud set observations, but it started earlier according to the webcam images, and later according to the MODIS images. In comparison to the year before coppicing, the growing season – in terms of leaf area duration – was shorter in the year after coppicing, while the leaf area index was higher.


Variance decomposition of predictions of stem biomass increment for European beech: Contribution of selected sources of uncertainty

February 2016

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142 Reads

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13 Citations

Forest Ecology and Management

The contribution of selected sources of uncertainty to the total variance of model simulation results of stem biomass increment – calculated from annual stem biomass predictions – of European beech (Fagus sylvatica L.) was quantified. Sources of uncertainty were defined as the selected variables that influence the total variance of the model results. Simulations were made: (i) for ten regional climate models (RCMs) based on the IPCC scenario A1B and providing an ensemble of climate projections up to 2100; (ii) with two forest model types (FMTYPEs); (iii) for four forest management intensities (MANFORs); and (iv) for three time windows (TIMEWINDs), each spanning 15 years, starting in 2019, in 2049 and in 2079. Both models, the empirical SIBYLA model and the process-based ANAFORE model, were calibrated using experimental tree growth data from four plots in central Slovakia between 1989 and 2003. Three of these plots, representing the four MANFORs, were subject to different prior intensities of thinning while one was left untouched as a control. The FMTYPE explained most of the total variance in the simulation results (39.9%), followed by MANFOR (i.e. thinning intensity; 22.2%) and TIMEWIND (12.0%), while the effect of RCMs on model uncertainty was limited (<1%). Stem biomass increment results obtained from the two FMTYPES were different in absolute terms, but the models agreed well in their relative response to RCM, to MANFOR and to TIMEWIND. The total variance of the predictions was 10 times higher for the process-based model (ANAFORE) than for the empirical model (SIBYLA). These observations are the reason for the large contribution of FMTYPE to the total variance of the simulated stem biomass increment results.


Nutrients and energy in proleptic branches and leaves of poplar under a short-rotation coppice

February 2016

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40 Reads

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6 Citations

Biomass and Bioenergy

Renewable energy is often generated from biomass, produced in short-rotation coppice (SRC) cultures. These cultures are frequently established on former agricultural land with ample availability of plant nutrients as nitrogen, phosphorous, potassium, calcium and magnesium. Nevertheless, little is known about the annual recycling of these nutrients through the leaves, as well as about the amounts that are removed at harvest. We therefore quantified soil nutrient concentrations, as well as nutrient concentrations and the gross calorific value of the proleptic branches and of the leaves of 12 poplar (Populus) genotypes in the second rotation of an operational SRC (with two-year rotations). For the produced leaf biomass, we also quantified the standing energy stock and the nutrient stock of each genotype. After four years the P, K, Ca and Mg soil concentrations had not significantly changed, while the N concentration at 30-60 cm of soil depth had significantly increased. On average, the standing aboveground woody biomass of the 12 genotypes in 2013 was 13.75 Mg ha-1 and the total leaf biomass was 3.54 Mg ha-1. This resulted in an average standing energy stock in the leaves of 64.8 GJ ha-1. Nutrient concentrations were lower in the proleptic branches as compared to the leaves, but the proleptic branches and leaf nutrient concentrations significantly varied among the genotypes.


The 2013 reforms of the Flemish renewable electricity support: Missed opportunities

November 2015

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188 Reads

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9 Citations

Renewable Energy

The Flemish renewable electricity support system has struggled to address a number of problematic issues in the past. These included excessive profit margins and general malfunctioning of the green certificate market, as well as a lack of qualification of various existing renewable energy technologies. The Flemish government responded to these issues by introducing major reforms in 2013, including “banding” to differentiate the support for various technologies. However, reliable methods for differentiating renewable electricity technologies and calculating support levels have not been sufficiently developed. The main objective of the 2013 reforms was to reduce support costs, but application of German feed-in tariffs on 18 reference technologies has shown that most projects in Flanders continue to receive high levels of support. The 2013 reforms did not succeed in addressing malfunctioning of the green certificate market. On the contrary, the confidence of investors in renewable electricity plants has decreased as the terms of support can be altered retroactively by adjusting remuneration levels and through political interventions. Future adaptations are likely to be made which will further decrease the overall stability and effectiveness of the system.



Citations (85)


... Among them, the life cycle assessment (LCA) is, by far, the most used and commonly accepted for quantifying the potential environmental impact related to a product, process, or service (ISO, 2006). Although it was originally developed for the analysis of industrial processes, in the last few years, it has been used more frequently in the fields of agriculture (Noya et al., 2015;Nikkhah et al., 2017;Ruiz-Colmenero et al., 2024;Duca et al., 2024), forest management (Proto et al., 2917;Pierobon et al., 2015), and agro-energy systems (Gonzalez-Garcia and Bacenetti, 2019;Djomo et al., 2019;Quinn et al., 2020). In addition, for the analysis of energy performance, different indicators have been proposed, such as the energy return on energy invested (EROEI) (Barti et al., 2011;Rye and Jackson, 2018;Mancuso et al., 2024), the cumulative exergy demand (CExD) (Stougie et al., 2018;Nabavi-Pelesaraei et al., 2022), and the cumulative energy demand (CED) (Huijbregts et al., 2010). ...

Reference:

Willow short rotation coppice. Energy and environmental assessment
Combining a land surface model with life cycle assessment for identifying the optimal management of short rotation coppice in Belgium
  • Citing Article
  • February 2019

Biomass and Bioenergy

... La plupart des plantations de Peupliers est cultivée dans le cadre de cycles forestiers à courte rotation (TCR) de 15 à 18 ans ou à très courte rotation (TTCR) de 3 à 5 ans. En outre, elles requièrent des quantités importantes d'eau et d'azote pour produire de grands volumes de biomasse (Dawson & Hansen, 1983 ;Navarro et al., 2018). ...

Transpiration at leaf and tree level in a poplar short-rotation coppice culture: Seasonal and genotypic differences
  • Citing Article
  • November 2018

Acta Horticulturae

... La red de parcelas ha permitido dar respuesta tanto a los objetivos específicos planteados como la cuantificación de la producción , el desarrollo de herramientas de estimación tanto de la fracción de biomasa aérea (Oliveira et al., 2017) como de la subterránea (Oliveira et al., 2018), el análisis de la interacción genotipo-ambiente (Sixto et al., 2016;, el estudio del efecto del diseño de plantación y la gestión sobre la producción (Cañellas et al., 2012;González-González et al., 2017), o la evaluación de los servicios ecosistémicos (González et al., 2022;Fuertes et al., 2023). Igualmente se han utilizado para estudios de ámbito general como análisis de ciclo de vida (Djomo et al., 2015;San Miguel et al., 2015) o la evaluación económica de los cultivos (Fuertes et al., 2021). ...

Above- and below-ground carbon accumulation and biomass allocation in poplar short rotation plantations under Mediterranean conditions
  • Citing Article
  • November 2018

Forest Ecology and Management

... Nodules were present (but not quantified) on the legume roots, indicating active N fixation. Previous work using identical substrates and species, showed that soil N content was hardly affected over the time of the experiment ( Van den Berge et al., 2011). ...

Altered response to nitrogen supply of mixed grassland communities in a future climate: a controlled environment microcosm study

Biogeosciences Discussions

... In recent years, researchers have identified temperature thresholds in individual plant species [5], plant communities [6], ecosystems [7][8][9] and the biosphere as a whole [2]. Among these autotrophic systems, temperature thresholds manifest themselves not only directly in carbon metabolism, but also secondarily in the respiration process [3,10]. ...

Thermal adaptation of net ecosystem exchange

... The NDVI time series show inter and intra annual variability and contrasted evolution according to location, scale and period (Piedallu et al. 2019). Thus, a series of indicator resources for the functional aspects of vegetation are available (Aceñolaza et al. 2014, Vanbeveren et al. 2016. ...

A comparative study of four approaches to assess phenology of Populus in a short-rotation coppice culture

iForest - Biogeosciences and Forestry

... deltoides, P. nigra and P. trichocarpa). Of note, these studies reported several QTL hotspots for biomass accumulation in different environments (Rae et al., , 2009Dillen et al., 2009;Monclus et al., 2012). ...

Genomic regions involved in productivity of two interspecific poplar families in Europe. 1. Stem height, circumference and volume (Tree Genetics and Genomes (2009) 5: (147-164) DOI: 10.1007/s11295-008-0175-8))
  • Citing Article
  • April 2009

Tree Genetics & Genomes

... The conventional patterns of extraction of latex are applied in the intensively exploited forest plantations and it is crucial to obtain an overall balance between the nutrient fluxes that occur throughout the rotation (Vanbeveren et al., 2016). In this concept, sulphur availability is one of the most important indicators that determine the soil quality which is responsible for the plant growth. ...

Nutrients and energy in proleptic branches and leaves of poplar under a short-rotation coppice
  • Citing Article
  • February 2016

Biomass and Bioenergy

... The dominant species in the forest stands at sites S1 and S2 are mature beech trees with natural development, without long-term silvicultural intervention (Sharma et al., 2019). The forest stand at site K exhibits similar characteristics (Horemans et al., 2016). The basic characteristics of all three sites are presented in Table 2. ...

Variance decomposition of predictions of stem biomass increment for European beech: Contribution of selected sources of uncertainty
  • Citing Article
  • February 2016

Forest Ecology and Management