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Ferdinando Villa

- Position:
Research Professor
Ikerbasque Professor - Main Research Field:
Ecoinformatics - Ecosystem Services and Decision Support Systems - BC3 Research Line:
5. Research Line Integrated Modelling of Coupled Human-natural Systems - Contact information:
Email address: ferdinando.villa@bc3research.org
Contact phone: +34 94-401 46 90 ext. 126 - Scopus Author ID: 7005590794
- ORCID ID: 0000-0002-5114-3007
- Download CV:
Villa CV
Short CV
Ferdinando Villa holds a Ph.D. in theoretical Ecology and had a long parallel career as a scientific software designer and engineer. After working in many fields of Ecology, from theoretical island biogeography to spatially-explicit decision analysis, he discovered the joys and pains of interdisciplinary research during a 14-year career in ecological economics at the universities of Maryland and Vermont. He still finds it a challenge (and a responsibility) to maintain scientific depth unaltered in face of the greatly increased breadth. He has since expanded the focus of his research to the interface of policy, ecology and economics, concentrating on artificial intelligence approaches to assist environmental decision making and natural system assessment and valuation.
Dr. Villa best known project is ARIES (Artificial Intelligence for Ecosystem Services: http://www.ariesonline.org), which is producing a next-generation web application meant to make environmental decisions easier and more effective. The ARIES project builds on a partnership of international experts, NGOs, and academics, and pairs user and expert knowledge with advanced artificial intelligence to construct a model of a case study, making sure that no relevant data or knowledge is overlooked.
Dr. Villa's collaborations extend worldwide and include the Long Term Ecosystem Research (LTER) network and the SEAMLESS (System for Environmental and Agricultural Modelling; Linking European Science and Society) project, financed by the EU. His research on high-performance computer simulation and mathematical modeling applied to community and ecosystem ecology earned him collaborations with UNESCO, the European Union, the Italian Ministry of the Environment and several international organizations such as the South Pacific Applied Geoscience Commission (SOPAC) in Fiji. He has collaborated with international institutions and governments on environmental assessment methods, and he still manages to sneak in some research in basic ecology, protected areas planning, and related fields. He is the author or coauthor of 120+ scientific publications and a number of major open source software packages. He has been the recipient of several million USD in research grants from the US National Science Foundation, the European Union, UNEP-WCMC and other institutions and NGOs, to contribute to the science of coupled natural/human systems and develop tools for decision makers that integrate the best science with IT-assisted decision tools.
Journal Articles
- 2025
- Bagstad, K.J., Balbi, S., Adamo, G., Athanasiadis, I.N., Affinito, F., Willcock, S., Magrach, A., Hayashi, K., Harmáčková, Z.V., Niamir, A., Smets, B., Buchhorn, M., Drakou, E.G., Alfieri, A., Edens, B., Morales, L.G., Vári, Á., Sanz, M.J., Villa, F. 2025. Interoperability for ecosystem service assessments: Why, how, who, and for whom?. Ecosystem Services. 72. DOI (10.1016/j.ecoser.2025.101705).
- Balbi, S., Bulckaen, A., Sanz, M.J., Villa, F., Paz, D.B. 2025. Integrated carbon storage data and models for climate risk management. Plos Climate. 4 (3 March) DOI (10.1371/journal.pclm.0000584).
- Bengochea Paz, D., Marquez-Torres, A., Pompeu, J., Martin-Ducup, O., Villa, F., Köhler, C., Balbi, S. 2025. Parsimonious machine learning for the global mapping of aboveground biomass potential. Ecography. 2025. (7) DOI (10.1111/ecog.07587).
- Egidazu-de la Parte, B., Balbi, S., Villa, F., Bengochea, D., Curcio, A.C., Galván, C., González, C.J., Juanes, J.A., Ondiviela, B., Peralta, G., Puente, A., Ramos, E., Rodríguez-Rojo, C.N., Pascual, M. 2025. Eco-geomorphic modelling response of tidal marshes to sea level rise and changes in suspended sediment supply. Science of the Total Environment. 958. DOI (10.1016/j.scitotenv.2024.178164).
- 2023
- Boschetto, R.G., Capriolo, A., Mascolo, R.A., Arrigotti, J., Racevich, S., Bulckaen, A., Balbi, S., Villa, F. 2023. Analysis of Changes over Time in Four Provisioning Ecosystem Services in Italy. Journal of Environmental Accounting and Management. 11. (1) 91-114. DOI (10.5890/JEAM.2023.03.007).
- Caracciolo, C., Aubin, S., Jonquet, C., Amdouni, E., David, R., Garcia, L., Whitehead, B., Roussey, C., Stellato, A., Villa, F. 2023. Correction to: 39 Hints to Facilitate the Use of Semantics for Data on Agriculture and Nutrition (Data Science Journal). Data Science Journal. 22. (1) 1-2. DOI (10.5334/dsj-2023-004).
- Huang, X., Hayashi, K., Fujii, M., Villa, F., Yamazaki, Y., Okazawa, H. 2023. Identification of potential locations for small hydropower plant based on resources time footprint: A case study in Dan River Basin, China. Renewable Energy. 205. 293-304. DOI (10.1016/j.renene.2023.01.079).
- Marquez Torres, A., Signorello, G., Kumar, S., Adamo, G., Villa, F., Balbi, S. 2023. Fire risk modeling: An integrated and data-driven approach applied to Sicily. Natural Hazards and Earth System Sciences. 23. (9) 2937-2959. DOI (10.5194/nhess-23-2937-2023).
- Oddi, F.J., Torres, A.M., Pompeu, J.A., Magrach, A., Balbi, S., Villa, F., Garibaldi, L.A. 2023. Platforms for ecosystem services modeling: An applied example to the northern Patagonia. Ecologia Austral. 33. (3) 894-908. DOI (10.25260/EA.23.33.3.0.2257).
- Torres, A.M., Balbi, S., Villa, F. 2023. Scientific modelling can be accessible, interoperable and user friendly: A case study for pasture and livestock modelling in Spain. Plos One. 18. (2 February) DOI (10.1371/journal.pone.0281348).
- 2022
- Balbi, S., Bagstad, K.J., Magrach, A., Sanz, M.J., Aguilar-Amuchastegui, N., Giupponi, C., Villa, F. 2022. The global environmental agenda urgently needs a semantic web of knowledge. Environmental Evidence. 11. (1) DOI (10.1186/s13750-022-00258-y).
- Capriolo, A., Boschetto, R.G., Mascolo, R.A., Balbi, S., Villa, F. 2022. Corrigendum to “Biophysical and economic assessment of four ecosystem services for natural capital accounting in Italy” [Ecosyst. Serv. 46 (2020) 101207] (Ecosystem Services (2020) 46, (S2212041620301492), (10.1016/j.ecoser.2020.101207)). Ecosystem Services. 55. DOI (10.1016/j.ecoser.2022.101428).
- Capriolo, A., Boschetto, R.G., Mascolo, R.A., Bulckaen, A., Balbi, S., Villla, F. 2022. How regulating and cultural services of ecosystems have changed over time in Italy. One Ecosystem. 7 DOI (10.3897/ONEECO.7.E83214).
- 2020
- Balbi, S., Alvarez-Rodriguez, U., Latora, V., Antonioni, A., Villa, F. 2020. A game theory model to explore the role of cooperation and diversity in community food security: the case of Southern Malawi. Regional Environmental Change. 20. (2) DOI (10.1007/s10113-020-01642-5).
- Capriolo, A., Boschetto, R.G., Mascolo, R.A., Balbi, S., Villa, F. 2020. Biophysical and economic assessment of four ecosystem services for natural capital accounting in Italy. Ecosystem Services. 46. DOI (10.1016/j.ecoser.2020.101207).
- Caracciolo, C., Aubin, S., Jonquet, C., Amdouni, E., David, R., Garcia, L., Whitehead, B., Roussey, C., Stellato, A., Villa, F. 2020. 39 hints to facilitate the use of semantics for data on agriculture and nutrition. Data Science Journal. 19. (1) 1-12-12. DOI (10.5334/DSJ-2020-047).
- Oleson, K.L.L., Bagstad, K.J., Fezzi, C., Barnes, M.D., Donovan, M.K., Falinski, K.A., Gorospe, K.D., Htun, H., Lecky, J., Villa, F., Wong, T.M. 2020. Linking Land and Sea Through an Ecological-Economic Model of Coral Reef Recreation. Ecological Economics. 177. DOI (10.1016/j.ecolecon.2020.106788).
- Warnell, K.J.D., Russell, M., Rhodes, C., Bagstad, K.J., Olander, L.P., Nowak, D.J., Poudel, R., Glynn, P.D., Hass, J.L., Hirabayashi, S., Ingram, J.C., Matuszak, J., Oleson, K.L.L., Posner, S.M., Villa, F. 2020. Testing ecosystem accounting in the United States: A case study for the Southeast. Ecosystem Services. 43. DOI (10.1016/j.ecoser.2020.101099).
- Warnell, K.J.D., Russell, M., Rhodes, C., Bagstad, K.J., Olander, L.P., Nowak, D.J., Poudel, R., Glynn, P.D., Hass, J.L., Hirabayashi, S., Ingram, J.C., Matuszak, J., Oleson, K.L.L., Posner, S.M., Villa, F. 2020. Corrigendum to “Testing ecosystem accounting in the United States: A case study for the Southeast” [Ecosyst. Serv. 43 (2020) 101099] (Ecosystem Services (2020) 43, (S2212041620300413), (10.1016/j.ecoser.2020.101099)). Ecosystem Services. 44. DOI (10.1016/j.ecoser.2020.101128).
- 2019
- Balbi, S., Selomane, O., Sitas, N., Blanchard, R., Kotzee, I., O'Farrell, P., Villa, F. 2019. Human dependence on natural resources in rapidly urbanising South African regions. Environmental Research Letters. 14. (4) DOI (10.1088/1748-9326/aafe43).
- Barbosa, A., Martín, B., Hermoso, V., Arévalo-Torres, J., Barbière, J., Martínez-López, J., Domisch, S., Langhans, S.D., Balbi, S., Villa, F., Delacámara, G., Teixeira, H., Nogueira, A.J.A., Lillebø, A.I., Gil-Jiménez, Y., McDonald, H., Iglesias-Campos, A. 2019. Cost-effective restoration and conservation planning in Green and Blue Infrastructure designs. A case study on the Intercontinental Biosphere Reserve of the Mediterranean: Andalusia (Spain) – Morocco. Science of the Total Environment. 652. 1463-1473-1473. DOI (10.1016/j.scitotenv.2018.10.416).
- Domisch, S., Kakouei, K., Martínez-López, J., Bagstad, K.J., Magrach, A., Balbi, S., Villa, F., Funk, A., Hein, T., Borgwardt, F., Hermoso, V., Jähnig, S.C., Langhans, S.D. 2019. Social equity shapes zone-selection: Balancing aquatic biodiversity conservation and ecosystem services delivery in the transboundaryDanube River Basin. Science of the Total Environment. 656. 797-807-807. DOI (10.1016/j.scitotenv.2018.11.348).
- Funk, A., Martínez-López, J., Borgwardt, F., Trauner, D., Bagstad, K.J., Balbi, S., Magrach, A., Villa, F., Hein, T. 2019. Identification of conservation and restoration priority areas in the Danube River based on the multi-functionality of river-floodplain systems. Science of the Total Environment. 654. 763-777-777. DOI (10.1016/j.scitotenv.2018.10.322).
- Lago, M., Boteler, B., Rouillard, J., Abhold, K., Jähnig, S.C., Iglesias-Campos, A., Delacámara, G., Piet, G.J., Hein, T., Nogueira, A.J.A., Lillebø, A.I., Strosser, P., Robinson, L.A., De Wever, A., O'Higgins, T., Schlüter, M., Török, L., Reichert, P., van Ham, C., Villa, F., Hugh, M. 2019. Introducing the H2020 AQUACROSS project: Knowledge, Assessment, and Management for AQUAtic Biodiversity and Ecosystem Services aCROSS EU policies. Science of the Total Environment. 652. 320-329-329. DOI (10.1016/j.scitotenv.2018.10.076).
- Langhans, S.D., Domisch, S., Balbi, S., Delacámara, G., Hermoso, V., Kuemmerlen, M., Martin, R., Martínez-López, J., Vermeiren, P., Villa, F., Jähnig, S.C. 2019. Combining eight research areas to foster the uptake of ecosystem-based management in fresh waters. Aquatic Conservation Marine and Freshwater Ecosystems. 29. (7) 1161-1173-1173. DOI (10.1002/aqc.3012).
- Martínez-López, J., Bagstad, K.J., Balbi, S., Magrach, A., Voigt, B., Athanasiadis, I., Pascual, M., Willcock, S., Villa, F. 2019. Towards globally customizable ecosystem service models. Science of the Total Environment. 650. 2325-2336-2336. DOI (10.1016/j.scitotenv.2018.09.371).
- Martínez-López, J., Teixeira, H., Morgado, M., Almagro, M., Sousa, A.I., Villa, F., Balbi, S., Genua-Olmedo, A., Nogueira, A.J.A., Lillebø, A.I. 2019. Participatory coastal management through elicitation of ecosystem service preferences and modelling driven by “coastal squeeze”. Science of the Total Environment. 652. 1113-1128-1128. DOI (10.1016/j.scitotenv.2018.10.309).
- Willcock, S., Hooftman, D.A.P., Balbi, S., Blanchard, R., Dawson, T.P., O’Farrell, P.J., Hickler, T., Hudson, M.D., Lindeskog, M., Martinez-Lopez, J., Mulligan, M., Reyers, B., Shackleton, C., Sitas, N., Villa, F., Watts, S.M., Eigenbrod, F., Bullock, J.M. 2019. A Continental-Scale Validation of Ecosystem Service Models. Ecosystems. 22. (8) 1902-1917-1917. DOI (10.1007/s10021-019-00380-y).
- 2018
- Boyd, J.W., Bagstad, K.J., Ingram, J.C., Shapiro, C.D., Adkins, J.E., Frank Casey, C., Duke, C.S., Glynn, P.D., Goldman, E., Grasso, M., Hass, J.L., Johnson, J.A., Lange, G.M., Matuszak, J., Miller, A., Oleson, K.L.L., Posner, S.M., Rhodes, C., Soulard, F., Vardon, M., Villa, F., Voigt, B., Wentland, S. 2018. The natural capital accounting opportunity: Let’s really do the numbers. Bioscience. 68. (12) 940-943-943. DOI (10.1093/biosci/biy135).
- Kolosz, B.W., Athanasiadis, I.N., Cadisch, G., Dawson, T.P., Giupponi, C., Honzák, M., Martinez-Lopez, J., Marvuglia, A., Mojtahed, V., Ogutu, K.B.Z., Van Delden, H., Villa, F., Balbi, S. 2018. Conceptual advancement of socio-ecological modelling of ecosystem services for re-evaluating Brownfield land. Ecosystem Services. 33. 29-39-39. DOI (10.1016/j.ecoser.2018.08.003).
- Signorello, G., Prato, C., Marzo, A., Ientile, R., Cucuzza, G., Sciandrello, S., Martínez-López, J., Balbi, S., Villa, F. 2018. Are protected areas covering important biodiversity sites? An assessment of the nature protection network in Sicily (Italy). Land Use Policy. 78. 593-602-602. DOI (10.1016/j.landusepol.2018.07.032).
- Willcock, S., Martínez-López, J., Hooftman, D.A.P., Bagstad, K.J., Balbi, S., Marzo, A., Prato, C., Sciandrello, S., Signorello, G., Voigt, B., Villa, F., Bullock, J.M., Athanasiadis, I.N. 2018. Machine learning for ecosystem services. Ecosystem Services. 33. 165-174-174. DOI (10.1016/j.ecoser.2018.04.004).
- 2017
- Villa, Ferdinando; Balbi, Stefano; Athanasiadis, Ioannis N., Caracciolo, Caterina. 2017. Semantics for interoperability of distributed data and models: Foundations for better-connected information. F1000research. 6 686-686. DOI (10.12688/f1000research.11638.1).
- 2016
- Balbi, S., Villa, F., Mojtahed, V., Tessa Hegetschweiler, K., Giupponi, C. 2016. A spatial Bayesian network model to assess the benefits of early warning for urban flood risk to people. Natural Hazards and Earth System Sciences. 16. (6) 1323-1337-1337. DOI (10.5194/nhess-16-1323-2016).
- Zank, B., Bagstad, K.J., Voigt, B., Villa, F. 2016. Modeling the effects of urban expansion on natural capital stocks and ecosystem service flows: A case study in the Puget Sound, Washington, USA. Landscape and Urban Planning. 149. 31-42-42. DOI (10.1016/j.landurbplan.2016.01.004).
- 2015
- Balbi, S., del Prado, A., Gallejones, P., Geevan, C.P., Pardo, G., Pérez-Miñana, E., Manrique, R., Hernandez-Santiago, C., Villa, F. 2015. Modeling trade-offs among ecosystem services in agricultural production systems. Environmental Modelling and Software. 72. 314-326-326. DOI (10.1016/j.envsoft.2014.12.017).
- Barquín, J., Benda, L.E., Villa, F., Brown, L.E., Bonada, N., Vieites, D.R., Battin, T.J., Olden, J.D., Hughes, S.J., Gray, C., Woodward, G. 2015. Coupling virtual watersheds with ecosystem services assessment: a 21st century platform to support river research and management. Wiley Interdisciplinary Reviews Water. 2 (6) 609-621. DOI (10.1002/WAT2.1106).
- Barquín, José; Benda, Lee E., Villa, Ferdinando; Brown, Lee E., Bonada, Núria; Vieites, David R., Battin, Tom J., Olden, Julian D., Hughes, Samantha J., Gray, Clare; Woodward, Guy. 2015. Coupling virtual watersheds with ecosystem services assessment: a 21st century platform to support river research and management. Wiley Interdisciplinary Reviews: Water. 2 (6) 609-621. DOI (10.1002/wat2.1106).
- Francesconi, W., Perez Minana, E., Willcock, S., Villa, F., Quintero, M. 2015. Linking ecosystem services to food security in a changing planet: Assessing Peruvian Amazon deforestation using the artificial intelligence for ecosystem services (ARIES) framework. Asabe 1st Climate Change Symposium Adaptation and Mitigation. 325-327.
- 2014
- Bagstad, K.J., Villa, F., Batker, D., Harrison-Cox, J., Voigt, B., Johnson, G.W. 2014. From theoretical to actual ecosystem services: Mapping beneficiaries and spatial flows in ecosystem service assessments. Ecology and Society. 19. (2) DOI (10.5751/ES-06523-190264).
- Balbi, S., Villa, F., Mojthaed, V., Giupponi, C. 2014. Estimating the benefits of early warning systems in reducing urban flood risk to people: A spatially explicit Bayesian model. Proceedings 7th International Congress on Environmental Modelling and Software Bold Visions for Environmental Modeling Iemss 2014. 4 2014-2021.
- Poppy, G.M., Chiotha, S., Eigenbrod, F., Harvey, C.A., Honzák, M., Hudson, M.D., Jarvis, A., Madise, N.J., Schreckenberg, K., Shackleton, C.M., Villa, F., Dawson, T.P. 2014. Food security in a perfect storm: Using the ecosystem services framework to increase understanding. Philosophical Transactions of the Royal Society B Biological Sciences. 369. (1639) DOI (10.1098/rstb.2012.0288).
- Villa, F., Bagstad, K.J., Voigt, B., Johnson, G.W., Athanasiadis, I.N., Balbi, S. 2014. The misconception of ecosystem disservices: How a catchy term may yield the wrong messages for science and society. Ecosystem Services. 10. 52-53-53. DOI (10.1016/j.ecoser.2014.09.003).
- Villa, F., Bagstad, K.J., Voigt, B., Johnson, G.W., Portela, R., Honzák, M., Batker, D. 2014. A methodology for adaptable and robust ecosystem services assessment. Plos One. 9 (3) DOI (10.1371/journal.pone.0091001).
- Villa, F., Voigt, B., Erickson, J.D. 2014. New perspectives in ecosystem services science as instruments to understand environmental securities. Philosophical Transactions of the Royal Society B Biological Sciences. 369. (1639) DOI (10.1098/rstb.2012.0286).
- 2013
- Athanasiadis, I.N., Villa, F. 2013. A roadmap to domain specific programming languages for environmental modeling: Key requirements and concepts. Dsm 2013 Proceedings of the 2013 ACM Workshop on Domain Specific Modeling. 27-32. DOI (10.1145/2541928.2541934).
- Bagstad, K.J., Johnson, G.W., Voigt, B., Villa, F. 2013. Spatial dynamics of ecosystem service flows: A comprehensive approach to quantifying actual services. Ecosystem Services. 4 117-125-125. DOI (10.1016/j.ecoser.2012.07.012).
- 2012
- Johnson G.W., Bagstad K.J., Snapp R.R., Villa F. 2012. Service path attribution networks (SPANs): A network flow approach to ecosystem service assessment. International Journal Of Agricultural And Environmental Information Systems. 3 (2) 54-71. DOI (10.4018/jaeis.2012070104).
- Johnson, G.W., Snapp, R.R., Villa, F., Bagstad, K.J. 2012. Modelling ecosystem service flows under uncertainty with stochastic SPAN. Iemss 2012 Managing Resources of A Limited Planet Proceedings of the 6th Biennial Meeting of the International Environmental Modelling and Software Society. 1021-1028.
- 2011
- Stocker, M., Rönkkö, M., Villa, F., Kolehmainen, M. 2011. The relevance of measurement data in environmental ontology learning. IFIP Advances in Information and Communication Technology. 359 AICT. 445-453. DOI (10.1007/978-3-642-22285-6_48).
- Villa, F., Bagstad, K., Johnson, G., Voigt, B. 2011. Scientific instruments for climate change adaptation: Estimating and optimizing the efficiency of ecosystem service provision. Economia Agraria Y Recursos Naturales. 11. (1) 83-98-98. DOI (10.7201/earn.2011.01.04).
- 2010
- Villa, F. 2010. Bridging scales and paradigms in natural systems modeling. Communications in Computer and Information Science. 108 CCIS. 1-7. DOI (10.1007/978-3-642-16552-8_1).
Book chapters
- 2014
- Bagstad, K., Semmens, D., Villa, F., Johnson, G. 2014 Quantifying and Valuing Ecosystem Services: An Application of ARIES to the San Pedro River Basin, USA. In: Nunes. P.A.L.D., Kumar, P., Dedeurwaerdere. T. In: Handbook On The Economics Of Ecosystem Services And Biodiversity. Northampton, MA. Edward Elgar Publishers. ISBN 978 1 78195 150 7.
- F. Villa, R. Portela, L. Onofri, P.A.L.D. Nunes, G.M. Lange. 2014 Biophysical vs. economic dimensions of societal value: water supply in eastern Madagascar. In: - In: Economics of Biodiversity and Ecosystem Services. Cambridge University Press.
- 2013
- Jacobs, S., Keune, H., Vrebos, D. Beauchard, O. Villa, F., Meire, P. 2013 Ecosystem Services Assessments: Science or Pragmatism? . In: Jacobs, S., Dendoncker, N, Keune, H. In: Ecosystem Services, Global Issues, Local Practices. New York. Elsevier. ISBN 9780124199644.
- 2011
- Stocker, M., Rönkkö, M. Villa, F., Kolehmainen, M. 2011 The Relevance of Measurement Data in Environmental Ontology Learning. IFIP Advances in Information and Communication Technology . Stocker, M., Rönkkö, M. Villa, F., Kolehmainen, M. 445-453. ISBN 978-3-642-22284-9, 978-3-642-22285-6.
- 2010
- Mulligan, M. A. Guerry, K. Arkema, K. Bagstad and F. Villa. 2010 Capturing and quantifying the flow of ecosystem services. In: Silvestri S., Kershaw F. In: Framing the flow: Innovative Approaches to Understand, Protect and Value Ecosystem Services Across Linked Habitats. Cambrdige. UNEP World Conservation Monitoring Centre. ISBN 978-92-807-3065-4.
- Villa, F. 2010 Bridging Scales and Paradigms in Natural Systems Modeling. METADATA AND SEMANTIC RESEARCH . Villa, F. ISBN 978-3-642-16551-1.
Other Publications
- 2021
- Marquez,A., Balbi,S. and Villa, F. 2021. Scientific modelling can be accessible, interoperable and user friendly: An example for pasture and livestock modelling. BioRxiv. DOI (10.1101/2021.02.23.432363 ).
- 2016
- Sophie Aubin, Elizabeth Arnaud, Thomas Baker, Patricia Bertin, Christopher Brewster,Caterina Caracciolo, Fabrizio Celli,Michael Devlin,Christine Geith, Odile Hologne, Ilkay Holt, Johannes Keizer, Devika Madalli, Nikos Manouselis,Laura Meggiolaro, Graham M. 2016. The Chania Declaration.
- 2012
- Rosimeiry Portela, Ferdinando Villa, Laura Onofri, Paulo A.L.D. Nunes, and Anderson Shepard. 2012. A demonstration case study for the wealth accounting and the valuation of ecosystem services (waves) global partnership. 55pp.
BC3 Working Papers & Policy Briefings
- 2023
- [2023-02] An interoperability strategy for the next generation of SEEA accounting Ferdinando Villa, Stefano Balbi, Ken Bagstad, Alessio Bulckaen
- 2021
- [PB 2021-06] An interoperability strategy for the next generation of SEEA accounting Ferdinando Villa, Stefano Balbi, Alessio Bulckaen
- [PB 2021-04] Artificial Intelligence technology for rapid natural capital accounting: The ARIES for SEEA explorer Ferdinando Villa, Stefano Balbi, Alessio Bulckaen, Amelia Ochoa
- 2016
- [2016-04] Beyond Ecosystem Services: A Food Security Perspective Stefano Balbi and Ferdinando Villa
- 2012
- [2012-07] Towards a Comprehensive Approach to Quantifying and Mapping Ecosystem Services Flows Ferdinando Villa, Ken Bagstad, Gary Johnson, Brian Voigt