This paper presents an open-source spatial analysis model (Biomasfor) that can quantify the availability of forest wood-energy biomass in the light of ecological and economic sustainability. Several multi-functionality parameters were evaluated to highlight the potential impact of biomass extraction on different forest functions. The multistep approach used and the model’s internal structure permit the use of the model with highly differentiated input datasets. The introduction of biomass demand evaluation allows the quantification of the wood-energy supply/demand. The analysis is focused on the province of Trento (northeastern Italian Alps). The results are based on a scenario evaluation characterised by several degrees of biomass extraction and by a sensitivity analysis of biomass price, as well as on a typology of mechanisation. The model outputs define a reduction in biomass availability with the introduction of technical, economic and multi-functionality parameters. Furthermore, considerations on territorial characteristics outline the importance of woodchip production as a means of avoiding carbon dioxide emissions and achieving low-impact reductions of the risk of fires. The model appears to be an effective tool in bioenergy planning, particularly for the following purposes: (i) the estimation of the biomass supply/demand ratio under different scenarios; (ii) a preliminary analysis of biomass quality; and (iii) the influence of local environmental, economic and logistical characteristics on biomass production.
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Citation
Sacchelli S, Zambelli P, Zatelli P, Ciolli M (2013). Biomasfor: an open-source holistic model for the assessment of sustainable forest bioenergy. iForest 6: 285-293. - doi: 10.3832/ifor0897-006
Academic Editor
Luca Salvati
Paper history
Received: Nov 16, 2012
Accepted: Apr 02, 2013
First online: Jul 01, 2013
Publication Date: Oct 01, 2013
Publication Time: 3.00 months
© SISEF - The Italian Society of Silviculture and Forest Ecology 2013
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List of the papers citing this article based on CrossRef Cited-by.
(1)
Abbas D, Current D, Phillips M, Rossman R, Hoganson H, Brooks KN (2011)Guidelines for harvesting forest biomass for energy: a synthesis of environmental considerations. Biomass and Bioenergy 35: 4538-4546.
CrossRef |
Gscholar
(2)
Agee JK, Skinner CN (2005)Basic principles of forest fuel reduction treatments. Forest Ecology and Management 211: 83-96.
CrossRef |
Gscholar
(3)
Aguilar FX (2009)Spatial econometric analysis of location drivers in a renewable resources-based industry: the U.S. South Lumber Industry. Forest Policy and Economics 11: 184-193.
CrossRef |
Gscholar
(4)
Aherne J, Posch M, Forsius M, Lehtonen A, Härkönen K (2012)Impacts of forest biomass removal on soil nutrient status under climate change: a catchment-based modelling study for Finland. Biogeochemistry 107: 471-488.
CrossRef |
Gscholar
(5)
Angelis-Dimakis A, Biberacher M, Dominguez J, Fiorese G, Gadocha S, Gnansounou E, Guariso G, Kartalidis A, Panichelli L, Pinedo I, Robba M (2011)Methods and tools to evaluate the availability of renewable energy sources. Renewable and Sustainable Energy Reviews 15: 1182-1200.
CrossRef |
Gscholar
(6)
Aosić B, Stanić Z, Duić N (2011)Geographic distribution of economic potential of agricultural and forest biomass residual for energy use: case study Croatia. Energy 36: 2017-2028.
CrossRef |
Gscholar
(7)
Berg S, Fischbach J, Bruchert F, Poissonnet M, Pizzirani S, Varet A, Sauter UH (2012)Towards assessing the sustainability of European logging operations. European Journal of Forest Research 131: 81-94.
CrossRef |
Gscholar
(8)
Bernetti I, Fagarazzi C (2003)BIOSIT: una metodologia GIS per lo sfruttamento efficiente e sostenibile della “risorsa biomassa” a fini energetici. Centro Stampa 2P, Pontassieve, Firenze, Italy, pp. 141-167. [in Italian]
Gscholar
(9)
Bernetti I, Romano S (2007)Economia delle risorse forestali - vol II. Liguori editore, Napoli, Italy, pp. 340-355. [in Italian]
Gscholar
(10)
Bernetti I, Fagarazzi C, Fratini R (2004)A methodology to analyse the potential development of biomass-energy sector: an application in Tuscany. Forest Policy and Economics 6: 415-432.
CrossRef |
Gscholar
(11)
Bush G (2012)GIS-based tools for regional assessments and planning processes regarding potential environmental effects of poplar SRC. Bioenergy Research 5: 584-605.
CrossRef |
Gscholar
(12)
Calvert K (2011)Geomatics and bioenergy feasibility assessments: taking stock and looking forward. Renewable and Sustainable Energy Reviews 15: 1117-1124.
CrossRef |
Gscholar
(13)
Casini L, De Meo I, Paletto A, Sacchelli S (2012)Cippato Trentino - Alcune risposte dal Progetto Biomasfor. Terra Trentina 1: 16-18. [in Italian]
Gscholar
(14)
CCIAA (2012)Legno Trentino - Economia e mercato. Chambers of Commerce, Industry, Handcraft and Agriculture, Trento, Italy.
Online |
Gscholar
(15)
Chirici G, Barbati A, Maselli F (2007)Modelling of Italian forest net primary productivity by the integration of remotely sensed and GIS data. Forest Ecology and Management 246: 285-295.
CrossRef |
Gscholar
(16)
Cornelissen S, Koper M, Deng YY (2012)The role of bioenergy in a fully sustainable global energy system. Biomass and Bioenergy 41: 21-33.
CrossRef |
Gscholar
(17)
Eisenbies MH, Vance ED, Aust WM, Seiler JR (2009)Intensive utilization of harvest residues in southern pine plantations: quantities available and implications for nutrient budgets and sustainable site productivity. Bioenergy Research 2: 90-98.
CrossRef |
Gscholar
(18)
Fiorese G, Guariso G (2010)A GIS-based approach to evaluate biomass potential from energy crops at regional scale. Environmental Modelling and Software 25: 702-711.
CrossRef |
Gscholar
(19)
Forest Energy Portal (2012)Supply chain illustrations.
Online |
Gscholar
(20)
Francescato V, Antonini E (2010)La combustione del legno. Fattori di emissione e quadro normativo. Veneto Agricoltura, Azienda Regionale per i Settori Agricolo, Forestale e Agroalimentare, Settore Bioenergie e Cambiamento Climatico, Legnaro, PD, Italy. [in Italian]
Gscholar
(21)
Freppaz D, Minciardi R, Robba M, Rovatti M, Sacile R, Taramasso A (2004)Optimizing forest biomass exploitation for energy supply at a regional level. Biomass and Bioenergy 26: 15-25.
CrossRef |
Gscholar
(22)
Frombo F, Minciardi R, Robba M, Sacile R (2009)A decision support system for planning biomass-based energy production. Energy 34: 362-369.
CrossRef |
Gscholar
(23)
Gallaun H, Zanchi G, Nabuurs GJ, Hengeveld G, Schardt M, Verkerk PJ (2010)EU-wide maps of growing stock and above-ground biomass in forests based on remote sensing and field measurements. Forest Ecology and Management 260: 252-261.
CrossRef |
Gscholar
(24)
Gobattoni F, Pelorosso R, Lauro G, Leone A, Monaco R (2011)A procedure for mathematical analysis of landscape evolution and equilibrium scenarios assessment. Landscape and Urban Planning 103: 289-302.
CrossRef |
Gscholar
(25)
Gundersen VS, Frivold LH (2008)Public preferences for forest structures: a review of quantitative surveys from Finland, Norway and Sweden. Urban Forestry and Urban Greening 7: 241-258.
CrossRef |
Gscholar
(26)
Hippoliti G, Piegai F (2000)La raccolta del legno. Tecniche e sistemi di lavoro. Compagnia delle Foreste, Arezzo, Italy. [in Italian]
Gscholar
(27)
Houšková B (2010)Soils susceptibility to compaction. Web site.
Online |
Gscholar
(28)
Karjalainen T, Zimmer B, Berg S, Welling J, Schwaiger H, Finér L, Cortijo P (2001)Energy, carbon and other material flows in the life cycle assessment of forestry and forest products. Discussion Paper no. 10, European Forest Institute, Joenssu, Finland, pp. 44.
Gscholar
(29)
Kilpeläinen A, Alam A, Strandman H, Kellomäki S (2011)Life cycle assessment tool for estimating net CO
2 exchange of forest production. Global Change Biology Bioenergy 3: 461-471.
CrossRef |
Gscholar
(30)
Kotamaa E, Tokola T, Maltamo M, Packalén P, Kurttila M, Mäkinen A (2010)Integration of remote sensing-based bioenergy inventory data and optimal bucking for stand-level decision making. European Journal of Forest Research 129: 875-886.
CrossRef |
Gscholar
(31)
Kraigher H, Jurc D, Kalan P, Kutnar L, Levanic T, Rupel M, Smolej I (2002)Beech coarse woody debris characteristics in two virgin forest reserves in southern Slovenia. Zbornik gozdarstva in lesarstva 69: 91-134.
Gscholar
(32)
Lasserre B, Chirici G, Chiavetta U, Grafì V, Tognetti R, Drigo R, Di Martino P, Marchetti M (2011)Assessment of potential bioenergy from coppice forests trough the integration of remote sensing and field surveys. Biomass and Bioenergy 35: 716-724.
CrossRef |
Gscholar
(33)
Lopez-Rodrìguez F, Pérez Atanet C, Cuadros Blazquez F,Ruiz Celma A (2009)Spatial assessment of the bioenergy potential of forest residues in the western province of Spain, Caceres. Biomass and Bioenergy 33: 1358-1366.
CrossRef |
Gscholar
(34)
Lubello D (2008)A rule-based SDSS for integrated forest harvesting planning. PhD thesis, Faculty of Agriculture, University of Padua, Italy, pp. 91-104.
Gscholar
(35)
Lubello D, Del Favero A, Cavalli R (2008)Un metodo tecnico-economico come ausilio alla determinazione della ripresa. L’Italia Forestale e Montana 3: 225-240. [in Italian]
Gscholar
(36)
Masera O, Ghilardi A, Drigo R, Trossero MA (2006)WISDOM: a GIS-based supply demand mapping tool for woodfuel management. Biomass and Bioenergy 7: 618-637.
CrossRef |
Gscholar
(37)
Miyata ES (1980)Determining fixed and operating costs of logging equipment. Gen.Tech.Rep. GTR NC-55, Northcentral Forest Experiment Station, USDA Forest Service, St. Paul, MN, USA, pp. 16.
Gscholar
(38)
Moller B, Nielsen PS (2007)Analysing transport cost of Danish forest wood chip resources by means of continuous cost surfaces. Biomass and Bioenergy 31: 291-298.
CrossRef |
Gscholar
(39)
Moscatelli M, Pettenella D, Spinelli R (2007)Productivity and costs of fully mechanized harvesting in Italian Appenines’ chestnut coppices. Forest@ 4: 51-59.[in Italian with English abstract]
CrossRef |
Gscholar
(40)
Nakagawa M, Hayashi N, Narushima T (2010)Effect of tree size on time of each work element and processing productivity using an excavator- based single-grip harvester or processor at a landing. Journal of Forest Research 15: 226-233.
CrossRef |
Gscholar
(41)
Neteler M, Bowman MH, Landa M, Metz M (2012)GRASS GIS: A multi-purpose open source GIS. Environmental Modelling and Software 31: 124-130.
CrossRef |
Gscholar
(42)
Notaro S, Paletto A (2011)Links between mountain communities and environmental services in the Italian Alps. Sociologia Ruralis 51: 137-157.
CrossRef |
Gscholar
(43)
Panichelli L, Gnansounou E (2008)GIS-based approach for defining bioenergy facilities location: a case study in Northern Spain based on marginal delivery costs and resources competition between facilities. Biomass and Bioenergy 32: 289-300.
CrossRef |
Gscholar
(44)
Piegai F (2000)I consumi di combustibili nei lavori forestali. Sherwood 62: 31-32. [in Italian]
Gscholar
(45)
Forest and Fauna Office (2010)Document for the quantification of biomass for resident rights. Province of Trento, Trento, Italy. [in Italian]
Gscholar
(46)
Rada EC, Ragazzi M, Brini M, Marmo L, Zambelli P, Chelodi M, Ciolli M (2012)Perspectives of low-cost sensors adoption for air quality monitoring. UPB Scientific Bulletin, Series D, Mechanical Engineering 74 (2): 243-250.
Gscholar
(47)
Raison RJ (2002)Environmental sustainability of forest energy production. In: “Bioenergy from Sustainable Forestry” (Richardson J, Björheden R, Hakkila P, Lowe AT, Smith CT eds). Guiding Principles and Practice, Forestry Sciences 71: 159-263.
CrossRef |
Gscholar
(48)
Ramachandra TV (2009)RIEP: regional integrated energy plan. Renewable and Sustainable Energy Reviews 2: 285-317.
CrossRef |
Gscholar
(49)
Rettenmaier N, Reinhardt G, Schorb A, Köppen S, Von Falkenstein E, Chalmers GB et al. (2008)Status of biomass resource assessments - version 1. FELIS - Department of Remote Sensing and Landscape Information Systems, University of Freiburg, Germany.
Gscholar
(50)
Ribe RG (1989)The aesthetics of forestry: what has empirical preference research taught us? Environmental Management 13: 55-74.
CrossRef |
Gscholar
(51)
Riffell S, Verschuyl J, Miller D, Wigley TB (2011)Biofuel harvests, coarse woody debris, and biodiversity - a meta-analysis. Forest Ecology and Management 261: 878-887.
CrossRef |
Gscholar
(52)
Sacchelli S, Fagarazzi C, Bernetti I (2013a)Economic evaluation of forest biomass production in central Italy: a scenario assessment based on spatial analysis tool. Biomass and Bioenergy 53:1-10.
CrossRef |
Gscholar
(53)
Sacchelli S, De Meo I, Paletto A (2013b)Bioenergy production and forest multifunctionality: a trade-off analysis using multiscale GIS model in a case study in Italy. Applied Energy 104: 10-20.
CrossRef |
Gscholar
(54)
Schelhaas MJ, Hengeveld G, Moriondo M, Reinds GJ, Kundzewicz ZW, ter Maat H, Bindi M (2010)Assessing risk and adaptation options to fires and windstorms in European forestry. Mitigation and Adaptation Strategies for Global Change 15: 681-701.
CrossRef |
Gscholar
(55)
Soliño M, Prada A, Vazquez MX (2010)Designing a forest-energy policy to reduce forest fires in Galicia (Spain): a contingent valuation application. Journal of Forest Economics 16: 217-233.
CrossRef |
Gscholar
(56)
Sonneborn CL (2004)Renewable energy and market-based approaches to greenhouse gas reduction: opportunity or obstacle? Energy Policy 16: 1799-1805.
CrossRef |
Gscholar
(57)
Spinelli R, Magagnotti N (2007)La produzione di biomassa legnosa nella selvicoltura alpina: quantità, sistemi di raccolta, costi. L’Italia Forestale e Montana 5/6: 421-435. [in Italian]
Gscholar
(58)
Spinelli R, Magagnotti N (2010)A tool for productivity and cost forecasting of decentralised wood chipping. Forest Policy and Economics 12: 194-198.
CrossRef |
Gscholar
(59)
Spinelli R, Nati C, Magagnotti N (2007)Recovering logging residues: experiences from the Italian Eastern Alps. Croatian Journal of Forest Engineering 28: 1-9.
Gscholar
(60)
Stampfer K, Steinmüller T (2001)A new approach to derive a productivity model for the harvester “Valmet 911 Snake”. In: Prooceedings of the “International Mountain Logging and 11th Pacific Northwest Skyline Symposium”.
Gscholar
(61)
Steinigera S, Hay GJ (2009)Free and open source geographic information tools for landscape ecology. Ecological Informatics 4: 183-195.
CrossRef |
Gscholar
(62)
Steubing B, Zah R, Waeger P, Ludwig C (2010)Bioenergy in Switzerland: assessing the domestic sustainable biomass potential. Renewable and Sustainable Energy Reviews 14: 2256-2265.
CrossRef |
Gscholar
(63)
Stupak I, Lattimore B, Titus BD, Tattersall S (2010)Criteria and indicators for sustainable forest fuel production and harvesting: a review of current standards for sustainable forest management. Biomass and Bioenergy 35: 3287-3309.
CrossRef |
Gscholar
(64)
Sullivan TP, Sullivan DS, Lindgren PMF, Ransome DB, Bull JB, Ristea C (2011)Bioenergy or biodiversity? Woody debris structures and maintenance of red-backed voles on clearcuts. Biomass and Bioenergy 35: 4390-4398.
CrossRef |
Gscholar
(65)
Tahvanainen L, Tyrväinen L, Ihalainen M, Vuorela N, Kolehmainen O (2001)Forest management and public perceptions - visual versus verbal information. Landscape and Urban Planning 53: 53-70.
CrossRef |
Gscholar
(66)
Tattoni C, Ciolli M, Ferretti F, Cantiani MG (2010)Monitoring spatial and temporal pattern of Paneveggio forest (Northern Italy) from 1859 to 2006. iForest - Biogeosciences and Forestry 3 (1): 72-80.
CrossRef |
Gscholar
(67)
Tattoni C, Ciolli M, Ferretti F (2011)The fate of priority areas for conservation in protected areas: a fine-scale Markov chain approach. Environmental Management 47 (2): 263-278.
CrossRef |
Gscholar
(68)
Valente C, Spinelli R, Hillring BG (2011)LCA of environmental and socio-economic impacts related to wood energy production in alpine conditions: Valle di Fiemme (Italy). Journal of Cleaner Production 19: 1931-1938.
CrossRef |
Gscholar
(69)
Venema HD, Calamai PH (2003)Bioenergy systems planning using location-allocation and landscape ecology design principles. Annals of Operations Research 123: 241-264.
CrossRef |
Gscholar
(70)
Verkerk PJ, Anttila P, Eggers J, Lindner M, Asikainen A (2011)The realisable potential supply of wood biomass from forests in the European Union. Forest Ecology and Management 261: 2007-2015.
CrossRef |
Gscholar
(71)
Vettorato D, Geneletti D, Zambelli P (2011)Spatial comparison of renewable energy supply and energy demand for low-carbon settlements. Cities 28 (6): 557-566.
CrossRef |
Gscholar
(72)
Voivontas D, Assimacopoulos D, Koukios EG (2001)Assessment of biomass potential for power production: a GIS based method. Biomass and Bioenergy 20: 101-112.
CrossRef |
Gscholar
(73)
Wall A, Hytönen J (2011)The long-term effects of logging residue removal on forest floor nutrient capital, foliar chemistry and growth of a Norway spruce stand. Biomass and Bioenergy 35: 3328-3334.
CrossRef |
Gscholar
(74)
Wall A (2008)Effect of removal of logging residue on nutrient leaching and nutrient pools in the soil after clearcutting in a Norway spruce stand. Forest Ecology and Management 256: 1372-1383.
CrossRef |
Gscholar
(75)
Wang J, Chen J, Ju W, Li M (2010)IA-SDSS: A GIS-based land use decision support system with consideration of carbon sequestration. Environmental Modelling and Software 25 (4): 539-553.
CrossRef |
Gscholar
(76)
Zambelli P, Lora C, Ciolli M, Spinelli R, Tattoni C, Vitti A, Zatelli P (2010)A FOSS4G model to estimate forest exploitation methods and biomass availability for renewable energy production. In: Proceedings of “FOSS4G 2010”. Barcelona (Spain) 6-9 September 2010, pp. 1-17.
Online |
Gscholar
(77)
Zambelli P, Lora C, Spinelli R, Tattoni C, Vitti A, Zatelli P, Ciolli M (2012)A GIS decision support system for regional forest management to assess biomass availability for renewable energy production. Environmental Modelling and Software 38: 203-213.
CrossRef |
Gscholar
