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iForest - Biogeosciences and Forestry

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Climate-wise models of biomass productivity for hybrid poplar clones in Europe

Simone Bianchi (1)   , Daesung Lee (1), Sara Bergante (2), Gianni Facciotto (2), Jari Hynynen (1), Giuseppe Nervo (2)

iForest - Biogeosciences and Forestry, Volume 16, Issue 3, Pages 188-194 (2023)
doi: https://doi.org/10.3832/ifor4211-016
Published: Jun 30, 2023 - Copyright © 2023 SISEF

Research Articles


Renewable bioenergy has the potential to contribute sustainably to the energy sector. Forestry is the main source of biomass for energy in Europe, and poplar (genus Populus) is widely used for short rotation coppice (SRC). Many studies have assessed poplar clones’ productivity but there is a lack of regional studies and links with the climate. We investigated the biomass productivity of twenty hybrid poplar clones for SRC. Clones were planted in sixteen locations across nine countries in Europe, although not all clones were replicated in all locations. In each location, clones were planted in three replicated plots. All plots were harvested after four years, and the aboveground dry biomass estimated. We fitted clone-specific linear mixed models of total aboveground dry biomass production at plot level as function of climatic variables. For many clones (eight) only annual heat moisture deficit negatively affected productivity, in few cases (3) together with a quadratic term for a smoother relationship. In some other clones (five) only the mean summer precipitation positively and linearly affected productivity. On average, the variance explained by the fixed effects in those models was 56%. For the remaining clones (seven), no climate variables resulted significant. Our study explicitly investigated the quantitative link between water availability and poplar SRC productivity, one of the most important known factors but not often studied with a modelling approach. Further, we show the most productive clones in dried conditions. We also highlight the need to larger scale regional experiments to produce models that can be used in climate change scenarios.

  Keywords


Hybrid Poplar, Short Rotation Coppice, Aridity Index, Water Availability, Above Ground Biomass

Authors’ address

(1)
(2)
Sara Bergante 0000-0002-1311-3325
Gianni Facciotto 0000-0001-9550-0806
Giuseppe Nervo 0000-0002-8282-7110
CREA, str. Frassineto 35, I-15033, Casale Monferrato, AL (Italy)

Corresponding author

 
Simone Bianchi
simone.bianchi@luke.fi

Citation

Bianchi S, Lee D, Bergante S, Facciotto G, Hynynen J, Nervo G (2023). Climate-wise models of biomass productivity for hybrid poplar clones in Europe. iForest 16: 188-194. - doi: 10.3832/ifor4211-016

Academic Editor

Andrea Cutini

Paper history

Received: Aug 25, 2022
Accepted: Mar 30, 2023

First online: Jun 30, 2023
Publication Date: Jun 30, 2023
Publication Time: 3.07 months

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(1)
Bates D, Mächler M, Bolker B, Walker S (2015)
Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67: 1-48.
CrossRef | Gscholar
(2)
Batjes NH, Ribeiro E, Van Oostrum A (2020)
Standardised soil profile data to support global mapping and modelling (WoSIS snapshot 2019). Earth System Science Data 12: 299-320.
CrossRef | Gscholar
(3)
Bentsen NS, Felby C (2012)
Biomass for energy in the European Union - A review of bioenergy resource assessments. Biotechnology for Biofuels 5: 1-10.
CrossRef | Gscholar
(4)
Bergante S, Facciotto G, Minotta G (2010)
Identification of the main site factors and management intensity affecting the establishment of Short Rotation Coppices (SRC) in Northern Italy through stepwise regression analysis. Open Life Sciences 5: 522-530.
CrossRef | Gscholar
(5)
Dickmann D (2001)
Poplar culture in north America. NRC Research Press, Ottawa, Canada, pp. 397.
Online | Gscholar
(6)
Dillen SY, Djomo SN, Afas NA, Vanbeveren S, Ceulemans R (2013)
Biomass yield and energy balance of a short-rotation poplar coppice with multiple clones on degraded land during 16 years. Biomass and Bioenergy 56: 157-165.
CrossRef | Gscholar
(7)
EC/JRC (2019)
Brief on biomass for energy in the European Union. European Commission EC and Joint Research Centre - JRC, Publications Office, Luxembourg, pp. 8.
CrossRef | Gscholar
(8)
Fernández MJ, Barro R, Pérez J, Losada J, Ciria P (2016)
Influence of the agricultural management practices on the yield and quality of poplar biomass (a 9-year study). Biomass and Bioenergy 93: 87-96.
CrossRef | Gscholar
(9)
Fischer M, Trnka M, Kučera J, Fajman M, Zalud Z (2014)
Biomass productivity and water use relation in short rotation poplar coppice (Populus nigra × P. maximowiczii) in the conditions of Czech Moravian Highlands. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis 59: 141-152.
CrossRef | Gscholar
(10)
Ghezehei SB, Ewald AL, Hazel DW, Zalesny RS, Nichols EG (2021)
Productivity and profitability of poplars on fertile and marginal sandy soils under different density and fertilization treatments. Forests 12: 869.
CrossRef | Gscholar
(11)
Harris I, Osborn TJ, Jones P, Lister D (2020)
Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset. Scientific Data 7: 1-18.
CrossRef | Gscholar
(12)
Landgraf D, Carl C, Neupert M (2020)
Biomass yield of 37 different SRC poplar varieties grown on a typical site in North Eastern Germany. Forests 11: 1048.
CrossRef | Gscholar
(13)
Liu J, Li D, Fernández J-E, Coleman M, Hu W, Di N, Zou S, Liu Y, Xi B, Clothier B (2022)
Variations in water-balance components and carbon stocks in poplar plantations with differing water inputs over a whole rotation: implications for sustainable forest management under climate change. Agricultural and Forest Meteorology 320: 108958.
CrossRef | Gscholar
(14)
Manzone M, Bergante S, Facciotto G (2014)
Energy and economic evaluation of a poplar plantation for woodchips production in Italy. Biomass and Bioenergy 60: 164-170.
CrossRef | Gscholar
(15)
Marchi M, Bergante S, Ray D, Barbetti R, Facciotto G, Chiarabaglio PM, Hynynen J, Nervo G (2022)
Universal reaction norms for the sustainable cultivation of hybrid poplar clones under climate change in Italy. iForest - Biogeosciences and Forestry 15: 47-55.
CrossRef | Gscholar
(16)
Navarro A, Facciotto G, Campi P, Mastrorilli M (2014)
Physiological adaptations of five poplar genotypes grown under SRC in the semi-arid Mediterranean environment. Trees 28: 983-994.
CrossRef | Gscholar
(17)
Nielsen UB, Madsen P, Hansen JK, Nord-Larsen T, Nielsen AT (2014)
Production potential of 36 poplar clones grown at medium length rotation in Denmark. Biomass and Bioenergy 64: 99-109.
CrossRef | Gscholar
(18)
Niemczyk M, Kaliszewski A, Jewiarz M, Wróbel M, Mudryk K (2018)
Productivity and biomass characteristics of selected poplar (Populus spp.) cultivars under the climatic conditions of northern Poland. Biomass and Bioenergy 111: 46-51.
CrossRef | Gscholar
(19)
Njakou Djomo S, Ac A, Zenone T, De Groote T, Bergante S, Facciotto G, Sixto H, Ciria Ciria P, Weger J, Ceulemans R (2015)
Energy performances of intensive and extensive short rotation cropping systems for woody biomass production in the EU. Renewable and Sustainable Energy Reviews 41 (3): 845-854.
CrossRef | Gscholar
(20)
Oliveira N, Pérez-Cruzado C, Cañellas I, Rodríguez-Soalleiro R, Sixto H (2020)
Poplar short rotation coppice plantations under Mediterranean conditions: the case of Spain. Forests 11: 1352.
CrossRef | Gscholar
(21)
R Core Team (2022)
R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Retrieved from.
Online | Gscholar
(22)
Rodrigues A, Gonçalves AB, Casquilho M, Gomes AA (2020)
A GIS-based evaluation of the potential of woody short rotation coppice (SRC) in Portugal aiming at co-firing and decentralized co-generation. Biomass and Bioenergy 137: 105554.
CrossRef | Gscholar
(23)
Verlinden MS, Broeckx LS, Ceulemans R (2015)
First vs. second rotation of a poplar short rotation coppice: above-ground biomass productivity and shoot dynamics. Biomass and Bioenergy 73: 174-185.
CrossRef | Gscholar
(24)
Vusić D, Kajba D, Andrić I, Gavran I, Tomić T, Plišo Vusić I, Zečić Z (2019)
Biomass yield and fuel properties of different poplar SRC clones. Croatian Journal of Forest Engineering 40: 231-238.
CrossRef | Gscholar
(25)
Werner C, Haas E, Grote R, Gauder M, Graeff-Hönninger S, Claupein W, Butterbach-Bahl K (2012)
Biomass production potential from Populus short rotation systems in Romania. GCB Bioenergy 4: 642-653.
CrossRef | Gscholar
(26)
Xi B, Clothier B, Coleman M, Duan J, Hu W, Li D, Di N, Liu Y, Fu J, Li J, Jia L, Fernández J-E (2021)
Irrigation management in poplar (Populus spp.) plantations: a review. Forest Ecology and Management. 494: 119330.
CrossRef | Gscholar
 

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