Nikolay Khabarov

Nikolay Khabarov joined IIASA as a research scholar in January 2007, to strengthen the team in charge of quantifying the benefits of improved Earth observations. Since then, Dr. Khabarov has been a principal investigator and contributor to a range of IIASA research projects with a particular focus on crop growth modeling, natural disasters (e.g. forest fires), assessment of climate change impacts and adaptation options, economics of adaptation, estimation of the value of information including environmental aspects, risk-optimal portfolios (e.g. technological portfolios for power generation), modeling carbon risk reduction through innovative financial tools, asset-level economic modeling and optimal land allocation for agricultural production.

Dr. Khabarov's expertise is in mathematical modeling, programming, and optimization under uncertainty. With his technical skills, Dr. Khabarov is contributing to improving the methods, tools, and technologies used by IIASA for biophysical and economic modeling at regional and global scales.

In the course of his professional activities prior to joining IIASA, Dr. Khabarov gained extensive business experience while working for private companies covering a range of industries including news and media, financial services and investment banking, legal services, marketing and trading, and information technologies.

Dr. Khabarov studied applied mathematics at the Moscow State University, Faculty of Computational Mathematics and Cybernetics, and received his Master of Science degree in 1998 and his PhD in mathematics in 2004. In his PhD thesis, Dr. Khabarov developed new efficient methods providing global fast convergence to a solution of an optimal control problem.

Dr. Khabarov has been involved in over 20 international research projects including Global Earth Observation - Benefit Estimation: Now, Next and Emerging, (GEO-BENE), Methodology for Effective Decision-making on Impacts and Adaptation (MEDIATION), the Agricultural Model Intercomparison and Improvement project (AgMIP/GGCMI), and the Economics of Climate Change Adaptation project (econadapt.eu).

Dr. Khabarov is an author of more than 100 scientific publications including book chapters and reports.


Last update: 16 FEB 2021

Mukhortova, L., Shchepashchenko, D. , Moltchanova, E., Shvidenko, A., Khabarov, N. , & See, L. (2021). Respiration of Russian soils: climatic drivers and response to climate change. Science of the Total Environment 785, e147314. 10.1016/j.scitotenv.2021.147314.

Sawyer, G., Oligschläger, C., & Khabarov, N. (2021). Lake Water Quality Management in Germany. European Association of Remote Sensing Companies (EARSC)

Ruane, A.C., Phillips, M., Müller, C., Elliott, J., Jägermeyr, J., Arneth, A., Balkovič, J. , Deryng, D., et al. (2021). Strong regional influence of climatic forcing datasets on global crop model ensembles. Agricultural and Forest Meteorology 300, e108313. 10.1016/j.agrformet.2020.108313.

Ermolieva, T., Havlik, P. , Ermoliev, Y., Khabarov, N. , & Obersteiner, M. (2021). Robust Management of Systemic Risks and Food-Water-Energy-Environmental Security: Two-Stage Strategic-Adaptive GLOBIOM Model. Sustainability 13 (2), e857. 10.3390/su13020857.

Khabarov, N. , Smirnov, A. , Balkovič, J. , Skalský, R. , Folberth, C. , Van Der Velde, M., & Obersteiner, M. (2020). Heterogeneous Compute Clusters and Massive Environmental Simulations Based on the EPIC Model. Modelling 1 (2), 215-224.

Lange, S., Volkholz, J., Geiger, T., Zhao, F., Vega, I., Veldkamp, T, Reyer, C.P.O., Warszawski, L., et al. (2020). Projecting Exposure to Extreme Climate Impact Events Across Six Event Categories and Three Spatial Scales. Earth's Future 8 (12) 10.1029/2020EF001616.

Mamais, L., Oligschläger, C., & Khabarov, N. (2020). Aquifer Management in Spain. European Association of Remote Sensing Companies (EARSC)

Khabarov, N. , Smirnov, A. , & Obersteiner, M. (2020). Social Cost of Carbon: What Do the Numbers Really Mean? arXiv

Folberth, C. , Khabarov, N. , Balkovic, J. , Skalsky, R. , Visconti, P., Ciais, P., Janssens, I., Peñuelas, J., et al. (2020). The global cropland sparing potential of high-yield farming. Nature Sustainability 3, 281-289. 10.1038/s41893-020-0505-x.

Jägermeyr, J., Robock, A., Elliott, J., Müller, C., Xia, L., Khabarov, N. , Folberth, C. , Schmid, E., et al. (2020). A regional nuclear conflict would compromise global food security. Proceedings of the National Academy of Sciences 10.1073/pnas.1919049117.

Franke, J.A., Müller, C., Elliott, J., Ruane, A.C., Jägermeyr, J., Balkovic, J. , Ciais, P., Dury, M., et al. (2020). The GGCMI Phase 2 experiment: global gridded crop model simulations under uniform changes in CO<sub>2</sub>, temperature, water, and nitrogen levels (protocol version 1.0). Geoscientific Model Development 13 (5), 2315-2336. 10.5194/gmd-13-2315-2020.

Ermolieva, T., Havlik, P. , Boere, E., Balkovic, J. , Skalsky, R. , Folberth, C. , Khabarov, N. , Fritz, S., et al. (2019). A strategic decision–support system for strategic robust adaptation to climate change and systemic risks in land use systems: Stochastic integrated assessment GLOBIOM model. In: Integrated modeling”: the case of the food-water-energy-environmental NEXUS management under uncertainty and risk, 26-27 November 2019, Brussels.

Krasovskii, A. , Khabarov, N. , Lubowski, R., & Obersteiner, M. (2019). Flexible Options for Greenhouse Gas-Emitting Energy Producer. Energies 12 (19), e3792. 10.3390/en12193792.

Folberth, C. , Elliott, J., Müller, C., Balkovič, J., Chryssanthacopoulos, J., Izaurralde, R.C., Jones, C.D., Khabarov, N. , et al. (2019). Parameterization-induced uncertainties and impacts of crop management harmonization in a global gridded crop model ensemble. PLoS ONE 14 (9), e0221862. 10.1371/journal.pone.0221862.

Mamais, L., Milosavljevic, I., & Khabarov, N. (2019). Farm Management Support in Poland. European Association of Remote Sensing Companies (EARSC)

Sawyer, G., Oligschläger, C., & Khabarov, N. (2019). Growing Potatoes in Belgium. European Association of Remote Sensing Companies (EARSC)

Müller, C., Elliott, J., Kelly, D., Arneth, A., Balkovic, J. , Ciais, P., Deryng, D., Folberth, C. , et al. (2019). The Global Gridded Crop Model Intercomparison phase 1 simulation dataset. Scientific Data 6 (1), e50. 10.1038/s41597-019-0023-8.

Khabarov, N. , Lubowski, R., Krasovskii, A. , & Obersteiner, M. (2019). Flobsion—Flexible Option with Benefit Sharing. International Journal of Financial Studies 7 (2), p. 22. 10.3390/ijfs7020022.

Müller, C., Elliott, J., Ruane, A., Jägermeyr, J., Balkovic, J. , Ciais, P., Dury, M., Falloon, P., et al. (2019). Understanding crop model response types in a global gridded crop model ensemble. In: Agriculture and Climate Change, 24-26 March 2019, Budapest, Hungary.

Folberth, C. , Baklanov, A. , Balkovic, J. , Skalsky, R. , Khabarov, N. , & Obersteiner, M. (2019). Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning. Agricultural and Forest Meteorology 264, 1-15. 10.1016/j.agrformet.2018.09.021.

Schewe, J., Gosling, S., Reyer, C., Zhao, F., Ciais, P., Elliott, J., Francois, L., Huber, V., et al. (2019). State-of-the-art global models underestimate impacts from climate extremes. Nature Communications 10.1038/s41467-019-08745-6.

Mamais, L., de Vries, M., & Khabarov, N. (2018). Flood Management in Ireland. European Association of Remote Sensing Companies (EARSC)

Folberth, C. , Baklanov, A. , Balkovic, J. , Skalsky, R. , Khabarov, N. , & Obersteiner, M. (2018). Supplementary Datasets S1 and S2 for the paper “Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning”.

Gusti, M., Forsell, N., Havlik, P. , Khabarov, N. , Kraxner, F., & Obersteiner, M. (2018). The sensitivity of the costs of reducing emissions from deforestation and degradation (REDD) to future socioeconomic drivers and its implications for mitigation policy design. Mitigation and Adaptation Strategies for Global Change 24 (6), 1123-1141. 10.1007/s11027-018-9817-9.

Krasovskii, A. , Khabarov, N. , Pirker, J., Kraxner, F., Yowargana, P., Schepaschenko, D. , & Obersteiner, M. (2018). Modeling Burned Areas in Indonesia: The FLAM Approach. Forests 9 (7), e437. 10.3390/f9070437.

Müller, C., Elliott, J., Pugh, T.A.M., Ruane, A.C., Ciais, P., Balkovic, J. , Deryng, D., Folberth, C. , et al. (2018). Global patterns of crop yield stability under additional nutrient and water inputs. PLoS ONE 13 (6), e0198748. 10.1371/journal.pone.0198748.

Khabarov, N. & Obersteiner, M. (2018). Modeling Global Trade in Phosphate Rock within a Partial Equilibrium Framework. Sustainability 10 (5), p. 1550. 10.3390/su10051550.

Golub, A., Fuss, S., Lubowski, R., Hiller, J., Khabarov, N. , Koch, N., Krasovskii, A. , Kraxner, F., et al. (2018). Escaping the climate policy uncertainty trap: options contracts for REDD+. Climate Policy, 1-8. 10.1080/14693062.2017.1422478.

Sawyer, G., de Vries, M., & Khabarov, N. (2018). Farm Management Support in Denmark. European Association of Remote Sensing Companies (EARSC)

Balkovic, J. , Skalsky, R. , Folberth, C. , Khabarov, N. , Schmidt, E., Madaras, M., Obersteiner, M. , & van der Velde, M. (2018). Impacts and Uncertainties of +2°C of Climate Change and Soil Degradation on European Crop Calorie Supply. Earth's Future 6 (3), 373 -395. 10.1002/2017EF000629.

Balkovic, J. , Skalsky, R. , Folberth, C. , Khabarov, N. , Schmid, E., Madaras, M., Obersteiner, M. , & van der Velde, M. (2018). pan-EU EPIC crop calendar and fertilization data. 10.22022/ESM/02-2018.15104.

Khabarov, N. , Krasovskii, A. , Schwartz, A., McCallum, I. , & Obersteiner, M. (2018). Socioeconomic Value of Hydrometeorological Information in Austria. In: GEOvalue: The Socioeconomic Value of Geospatial Information. Eds. Kruse, J., Crompvoets, J. & Pearlman, F., CRC Press. ISBN 978-1-4987-7451-2

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2017). CO2 -intensive power generation and REDD-based emission offsets with a benefit-sharing mechanism. Energy Systems 8 (4), 857-883. 10.1007/s12667-016-0222-8.

Krasovskii, A. & Khabarov, N. (2017). Opportunity costs and offsets acceptance in FI-REDD model. IIASA Working Paper. IIASA, Laxenburg, Austria: WP-17-019

Frieler, K., Schauberger, B., Arneth, A., Balkovic, J. , Chryssanthacopoulos, J., Deryng, D., Elliott, J., Folberth, C. , et al. (2017). Understanding the weather signal in national crop-yield variability. Earth's Future 5 (6), 605-616. 10.1002/2016EF000525.

Porwollik, V., Müller, C., Elliott, J., Chryssanthacopoulos, J., Iizumi, T., Ray, D.K., Ruane, A.C., Arneth, A., et al. (2017). Spatial and temporal uncertainty of crop yield aggregations. European Journal of Agronomy 88, 10-21. 10.1016/j.eja.2016.08.006.

Müller, C., Elliott, J., Chryssanthacopoulos, J., Arneth, A., Balkovic, J. , Ciais, P., Deryng, D., Folberth, C. , et al. (2017). Global Gridded Crop Model evaluation: benchmarking, skills, deficiencies and implications. Geoscientific Model Development Discussions 10, 1403-1422. 10.5194/gmd-2016-207.

Khabarov, N. , Balkovic, J. , Schmid, E., Schwartz, A., Azevedo, L., & Obersteiner, M. (2017). Spatial Analysis of Weather-induced Annual and Decadal Average Yield Variability as Modeled by EPIC for Rain-fed Wheat in Europe. In: IIASA Institutional Evaluation 2017, 27 February-1 March 2017, IIASA, Laxenburg, Austria.

Khabarov, N. , Krasovskii, A. , Obersteiner, M. , Swart, R., Dosio, A., San-Miguel-Ayanz, J., Durrant, T., Camia, A., et al. (2017). Adaptation to Increasing Risk of Forest Fires. In: IIASA Institutional Evaluation 2017, 27 February-1 March 2017, IIASA, Laxenburg, Austria.

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2017). Fair pricing of REDD-based emission offsets under risk preferences and benefit-sharing. In: IIASA Institutional Evaluation 2017, 27 February-1 March 2017, IIASA, Laxenburg, Austria.

Khabarov, N. & Obersteiner, M. (2017). Global Phosphorus Fertilizer Market and National Policies: A Case Study Revisiting the 2008 Price Peak. Frontiers in Nutrition 4, p. 22. 10.3389/fnut.2017.00022.

Obersteiner, M. , Balkovic, J. , Böttcher, H., Bouma, J., Fritz, S., Fuss, S., Havlik, P. , Heumesser, C., et al. (2017). The Value of Global Earth Observations. In: Satellite Earth Observations and Their Impact on Society and Policy. Eds. Onoda, M. & Young, O.R., pp. 137-142 Singapore: Springer. ISBN 978-981-10-3713-910.1007/978-981-10-3713-9_12.

Schauberger, B., Archontoulis, S., Arneth, A., Balkovic, J. , Ciais, P., Deryng, D., Eliott, J., Folberth, C. , et al. (2017). Consistent negative response of US crops to high temperatures in observations and crop models. Nature Communications 8, art.no.13931. 10.1038/ncomms13931.

Folberth, C. , Elliott, J., Müller, C., Balkovic, J. , Chryssanthacopoulos, J., Izaurralde, R.C., Jones, C.D., Khabarov, N. , et al. (2016). Uncertainties in global crop model frameworks: effects of cultivar distribution, crop management and soil handling on crop yield estimates. Biogeosciences Discussions, 1-30. 10.5194/bg-2016-527. (Submitted)

Ermolieva, T., Havlík, P. , Ermoliev, Y., Mosnier, A., Obersteiner, M. , Leclère, D., Khabarov, N. , Valin, H. , et al. (2016). Integrated Management of Land Use Systems under Systemic Risks and Security Targets: A Stochastic Global Biosphere Management Model. Journal of Agricultural Economics 67 (3), 584-601. 10.1111/1477-9552.12173.

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2016). Fair pricing of REDD-based emission offsets under risk preferences and benefit-sharing. Energy Policy 96, 193-205. 10.1016/j.enpol.2016.05.040.

Krasovskii, A. , Khabarov, N. , Migliavacca, M., Kraxner, F., & Obersteiner, M. (2016). Regional aspects of modelling burned areas in Europe. International Journal of Wildland Fire 25 (8), 811-818. 10.1071/WF15012.

Deryng, D., Elliott, J., Folberth, C. , Müller, C., Pugh, T.A.M., Boote, K.J., Conway, D., Ruane, A.C., et al. (2016). Regional disparities in the beneficial effects of rising CO2 concentrations on crop water productivity. Nature Climate Change 6 (4), 1-8. 10.1038/NCLIMATE2995.

Khabarov, N. , Krasovskii, A.A. , Obersteiner, M. , Swart, R., Dosio, A., San-Miguel-Ayanz, J., Durrant, T., Camia, A., et al. (2016). Forest fires and adaptation options in Europe. Regional Environmental Change 16 (1), 21-30. 10.1007/s10113-014-0621-0.

Khabarov, N. , Balkovič, J. , Schmid, E., Schwartz, A.., Azevedo, L., & Obersteiner, M. (2016). Spatial Analysis of Weather-induced Annual and Decadal Average Yield Variability as Modeled by EPIC for Rain-fed Wheat in Europe. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Ermolieva, T., Havlik, P. , Yermoliev, Y., Mosnier, A., Obersteiner, M. , Leclère, D., Khabarov, N. , Valin, H. , et al. (2015). Integrated Management of Land-use Systems under Systemic Risks and Food-(bio)energy-water-environmental Security Targets: A Stochastic Global Biosphere Management Model. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Havlik, P. , Valin, H. , Gusti, M., Schmid, E., Leclère, D., Forsell, N., Herrero, M., Khabarov, N. , et al. (2015). Climate change impacts and mitigation in the developing world: An Integrated Assessment of the Agriculture and Forestry Sectors. Policy Research Working Paper No. WPS 7477. The World Bank Group

Khabarov, N. , Krasovskii, A. , Obersteiner, M. , Swart, R., Dosio, A., San-Miguel-Ayanz, J., Durrant, T., Camia, A., et al. (2015). Adaptation to Increasing Risks of Forest Fires. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2015). Fair pricing of REDD-based emission offsets under risk preferences and benefit sharing. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-15-019

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2015). REDD-based Offsets: Benefit Sharing and Risks. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 - 13 November, 2015, Laxenburg, Austria.

Gusti, M., Khabarov, N. , & Forsell, N. (2015). Sensitivity of marginal abatement cost curves to variation of G4M parameters. In: Proceedings, 4th International Workshop on Uncertainty in Atmospheric Emissions, 7-9 October 2015, Krakow, Poland. pp. 152-158 Warsaw, Poland: Systems Research Institute, Polish Academy of Sciences. ISBN 83-894-7557-X

Fuss, S., Havlik, P. , Szolgayova, J., Schmid, E., Reuter, W.H., Khabarov, N. , Obersteiner, M. , Ermolieva, T., et al. (2015). Global food security & adaptation under crop yield volatility. Technological Forecasting and Social Change 98, 223-233. 10.1016/j.techfore.2015.03.019.

Frieler, K., Levermann, A., Elliott, J., & Khabarov, N. (2015). A framework for the cross-sectoral integration of multi-model impact projections: land use decisions under climate impacts uncertainties. Earth System Dynamics 6 (2), 447-460. 10.5194/esd-6-447-2015.

Huggel, C., Scheel, M., Albrecht, F., Andres, N., Calanca, P., Jurt, C., Khabarov, N. , Mira-Salama, D., et al. (2015). A framework for the science contribution in climate adaptation: Experiences from science-policy processes in the Andes. Environmental Science & Policy 14, 80-94. 10.1016/j.envsci.2014.11.007.

Ermolieva, T.Y., Ermoliev, Y.M., Havlik, P. , Mosnier, A., Leclère, D., Kraxner, F., Khabarov, N. , & Obersteiner, M. (2015). Systems analysis of robust strategic decisions to plan secure food, energy, and water provision based on the stochastic GLOBIOM model. Cybernetics and Systems Analysis 51 (1), 125-133. 10.1007/s10559-015-9704-2.

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2015). CO2-intensive power generation and REDD-based emission offsets with a benefit sharing mechanism. IIASA Interim Report. IIASA, Laxenburg, Austria: IR-15-018

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2015). Modeling financial instruments supporting REDD. In: Proceedings, International Conference on Systems Dynamics and Control Processes (SDCP 2014). Eds. Maksimov, V.I. & Filippova, T.F., pp. 42-49 Ekaterinburg, Russia: Ural Federal University. ISBN 978-5-8295-0364-2

Leclère, D., Havlik, P. , Fuss, S., Schmid, E., Mosnier, A., Walsh, B. , Valin, H. , Herrero, M., et al. (2014). Climate change induced transformations of agricultural systems: insights from a global model. Environmental Research Letters 9 (12), no.124018. 10.1088/1748-9326/9/12/124018.

Balkovic, J. , van der Velde, M., Skalsky, R. , Xiong, W., Folberth, C. , Khabarov, N. , Smirnov, A. , Mueller, N.D., et al. (2014). Global wheat production potentials and management flexibility under the representative concentration pathways. Global and Planetary Change 122, 107-121. 10.1016/j.gloplacha.2014.08.010.

Ermolieva, T., Ermoliev, Y., Havlik, P. , Mosnier, A., Fuss, S., Leclère, D., Khabarov, N. , & Obersteiner, M. (2014). Systems analysis of strategic decisions for planning secure food, energy, water provision based on stochastic GLOBIOM. In: Integrated Management, Security and Robustness. Eds. Zagorodny, AG, Ermoliev, YM & Bogdanov, VL, NASU & Innovation Center of the NASU. ISBN 978-966-02-7376-4

Khabarov, N. , Fuss, S., Szolgayova, J., & Obersteiner, M. (2014). REDD options as a risk management instrument under policy uncertainty and market volatility. In: Sustaining Forests, Sustaining People: The Role of Research. pp. p. 199 Proceedings of the XXIV IUFRO World Congress, 5-11 October 2014, Salt Lake City.

Khabarov, N. , San-Miguel-Ayanz, J., Obersteiner, M. , Krasovskii, A. , Swart, R., Dosio, A., Durrant, T., Camia, A., et al. (2014). Forest fires and adaptation options in Europe. In: Sustaining Forests, Sustaining People: The Role of Research. pp. p. 184 Proceedings of the XXIV IUFRO World Congress, 5-11 October 2014, Salt Lake City.

Krasovskii, A. , Khabarov, N. , & Obersteiner, M. (2014). Discount options as a financial instrument supporting REDD +. In: Sustaining Forests, Sustaining People: The Role of Research. pp. p. 541 Proceedings of the XXIV IUFRO World Congress, 5-11 October 2014, Salt Lake City.

Obersteiner, M. , Kraxner, F., Mosnier, A., Bocqueho, G., Khabarov, N. , & Havlik, P. (2014). Addressing the drivers of deforestation: exploring synergies between REDD(plus) and forest policy. [[The International Forestry Review]], Proceedings (Abstracts), XXIV IUFRO World Congress, 5-11 October 2014, Salt Lake City, USA Vol.16(5):545 (October 2014)

Xiong, W., van der Velde, M., Holman, I.P., Balkovič, J. , Lin, E., Skalsky, R. , Porter, C., Jones, J., et al. (2014). Can climate-smart agriculture reverse the recent slowing of rice yield growth in China? Agriculture, Ecosystems & Environment 196, 125-136. 10.1016/j.agee.2014.06.014.

Krasovskii, A.A. , Khabarov, N. , & Obersteiner, M. (2014). Impacts of the fairly priced REDD-based CO2 offset options on the electricity producers and consumers. Economy of Region 3 (2014), 273-288.

Balkovic, J. , van der Velde, M., Skalsky, R. , Xiong, W., Folberth, C. , Khabarov, N. , & Smirnov, A. (2014). Global wheat production potentials and management flexibility under the representative concentration pathways. Geophysical Research Abstracts, 16:EGU2014-5906

Elliott, J., Deryng, D., Mueller, C., Frieler, K., Konzmann, M., Gerten, D., Glotter, M., Flörke, M., et al. (2014). Constraints and potentials of future irrigation water availability on agricultural production under climate change. Proceedings of the National Academy of Sciences 111 (9), 3239-3244. 10.1073/pnas.1222474110.

Piontek, F., Mueller, C., Pugh, T.A.M., Clark, D.B., Deryng, D., Elliott, J., González, F.G.C., Flörke, M., et al. (2014). Multisectoral climate impact hotspots in a warming world. Proceedings of the National Academy of Sciences 111 (9), 3233-3238. 10.1073/pnas.1222471110.

Rosenzweig, C., Elliott, J., Deryng, D., Ruane, A.C., Mueller, C., Arneth, A., Boote, K.J., Folberth, C. , et al. (2014). Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison. Proceedings of the National Academy of Sciences 111 (9), 3268-3273. 10.1073/pnas.1222463110.

Mosnier, A., Obersteiner, M. , Havlik, P. , Schmid, E., Khabarov, N. , Westphal, M., Valin, H. , Frank, S. , et al. (2014). Global food markets, trade and the cost of climate change adaptation. Food Security 6 (1), 29-44. 10.1007/s12571-013-0319-z.

Romanovskaya, A.A., Khabarov, N. , Shvidenko, A.Z., & Shchepashchenko, D.G. (2014). Chapter 4.5: Carbon balance of soil: consequences of climate change. In: Second ROSHYDROMET Assessment Report on Climate Change and its Consequences in Russian Federation. Eds. (/Eds.), V.V. Yasukevich, Moscow: ROSHYDROMET. ISBN 978-5-901579-52-7

Zhao, Q., Liu, J., Khabarov, N. , Obersteiner, M. , & Westphal, M. (2014). Impacts of climate change on virtual water content of crops in China. Ecological Informatics 19 (1), 26-34. 10.1016/j.ecoinf.2013.12.005.

van der Velde, M., Balkovič, J. , Beer, C., Khabarov, N. , Kuhnert, M., Obersteiner, M. , Skalsky, R. , Xiong, W., et al. (2014). Future climate variability impacts on potential erosion and soil organic carbon in European croplands. Biogeosciences 11, 1561-1585. 10.5194/bgd-11-1561-2014.

Migliavacca, M., Dosio, A., Camia, A., Houborg, R., Houston-Durrant, T., Kaiser, J.W., Khabarov, N. , Krasovskii, A.A. , et al. (2013). Modeling biomass burning and related carbon emissions during the 21st century in Europe. Journal of Geophysical Research: Biogeosciences 118 (4), 1732-1747. 10.1002/2013JG002444.

Kraxner, F., Nordström, E., Havlik, P. , Gusti, M., Mosnier, A., Frank, S. , Valin, H. , Fritz, S., et al. (2013). Global bioenergy scenarios - Future forest development, land-use implications, and trade-offs. Biomass and Bioenergy 57, 86-96. 10.1016/j.biombioe.2013.02.003.

Balkovič, J. , van der Velde, M., Schmid, E., Skalsky, R. , Khabarov, N. , Obersteiner, M. , Sturmer, B., & Xiong, W. (2013). Pan-European crop modelling with EPIC: Implementation, up-scaling and regional crop yield validation. Agricultural Systems 120, 61-75. 10.1016/j.agsy.2013.05.008.

van der Velde, M., See, L. , You, L., Balkovič, J. , Fritz, S., Khabarov, N. , Obersteiner, M. , & Wood, S. (2013). Affordable nutrient solutions for improved food security as evidenced by crop trials. PLoS ONE 8 (4) 10.1371/journal.pone.0060075.

Williges, K., Mechler, R. , Werners, S., Krasovskii, A. , Dosio, A., Khabarov, N. , Terama, E., & Trombi, G. (2013). Improved Methods and Metrics for Assessing Impacts, Vulnerability and Adaptation. Deliverable 2.4, Technical Report, FP7 MEDIATION Project (28 April 2013)

Migliavacca, M., Dosio, A., Kloster, S., Ward, D.S., Camia, A., Houborg, R., Houston-Durrant, T., Khabarov, N. , et al. (2013). Modeling burned area in Europe with the Community Land Model. Journal of Geophysical Research: Biogeosciences 118 (1), 265-279. 10.1002/jgrg.20026.

Huggel, C., Khabarov, N. , Korup, O., & Obersteiner, M. (2012). Physical impacts of climate change on landslide occurrence and related adaptation. In: Landslides: Types, Mechanisms and Modeling. Eds. Clague, J & Stead, D, Cambridge: Cambridge University Press. ISBN 9781107002067

van der Velde, M., See, L. , Fritz, S., Verheijen, F.G.A., Khabarov, N. , & Obersteiner, M. (2012). Generating crop calendars with Web search data. Environmental Research Letters 7 (2), no.024022. 10.1088/1748-9326/7/2/024022.

Khabarov, N. (2012). NetCDF Port using MinGW: Native Windows 64-bit (and 32-bit) DLLs. Online technical documentation and source code for NetCDF (Network Common Data Form) software package developed at the Unidata Program Center, Boulder, CO, USA

Szolgayova, J., Fuss, S., Khabarov, N. , & Obersteiner, M. (2012). Robust energy portfolios under climate policy and socioeconomic uncertainty. Environmental Modeling & Assessment 17 (1), 39-49. 10.1007/s10666-011-9274-2.

van der Velde, M., See, L. , You, L., Fritz, S., Khabarov, N. , & Obersteiner, M. (2012). Overcoming Soil Productivity Constraints as Evidenced by Historic FAO Crop Trials to Improve Food Security in Africa, Latin America and SE Asia. Poster presentation, Planet under Pressure, 26-29 March 2012, London, UK

Fuss, S., Szolgayova, J., Khabarov, N. , & Obersteiner, M. (2012). Renewables and climate change mitigation: Irreversible energy investment under uncertainty and portfolio effects. Energy Policy 40, 59-68. 10.1016/j.enpol.2010.06.061.

Kraxner, F., Nordstrom, E.-M., Obersteiner, M. , Havlik, P. , Gusti, M., Kindermann, G. , Fuss, S., & Khabarov, N. (2012). Global Feedstock Scenarios for Bioenergy - Land-Use Change and Trade-Offs. Paper submitted to IEW 2012, the 31st edition of the International Energy Workshop, 19-21 June 2012, University of Cape Town, South Africa

McCallum, I. , Fritz, S., Khabarov, N. , Fuss, S., Szolgayova, J., Rydzak, F., Havlik, P. , Kraxner, F., et al. (2012). Identifying And Quantifying The Benefits Of GEOSS. In: Worlds Within Reach: From Science To Policy - IIASA 40th Anniversary Conference, 24-26 October 2012, Hofburg Congress Center, Vienna and IIASA, Laxenburg, Austria.

van der Velde, M., See, L. , You, L., Balkovič, J. , Fritz, S., Khabarov, N. , Obersteiner, M. , & Wood, S. (2012). Overcoming soil productivity constraints as evidenced by historic FAO crop trials to improve food security in Africa, Latin America and SE Asia. In: Worlds Within Reach: From Science To Policy - IIASA 40th Anniversary Conference, 24-26 October 2012, Hofburg Congress Center, Vienna and IIASA, Laxenburg, Austria.

Khabarov, N. , Huggel, C., Obersteiner, M. , & Ramirez, J.M. (2011). Adaptation capacity of a landslide early warning system to climate change: Numerical modeling for the Combeima region in Colombia. Journal of Integrated Disaster Risk Management 1 (2) 10.5595/idrim.2011.0019.

Moltchanova, E., Khabarov, N. , Obersteiner, M. , Ehrlich, D., & Moula, M. (2011). The value of rapid damage assessment for efficient earthquake response. Safety Science 49 (8), 1164-1171. 10.1016/j.ssci.2011.03.008.

Szolgayova, J., Fuss, S., Khabarov, N. , & Obersteiner, M. (2011). A dynamic CVaR-portfolio approach using real options: An application to energy investments. European Transactions on Electrical Power 21 (6), 1825-1841. 10.1002/etep.429.

Khabarov, N. (2011). Value of Earth Observations: Forest fires, earthquakes, and landslides. DOI:10.2788/78532. In: Socio-Economic Benefits from the Use of Earth Observation: Report from the International Workshop, 11-13 July 2011.

McCallum, I. , Fritz, S., Khabarov, N. , Fuss, S., Szolgayova, J., Rydzak, F., Havlik, P. , Kraxner, F., et al. (2010). Identifying and quantifying the benefits Of GEOSS. [[Earthzine]], posted on 12 July 2010 in Articles, Earth Observation, Economy, GEOSS/ICEO News

Huggel, C., Khabarov, N. , Obersteiner, M. , & Ramirez, J.M. (2010). Implementation and integrated numerical modeling of a landslide early warning system: A pilot study in Colombia. Natural Hazards 52 (2), 501-518. 10.1007/s11069-009-9393-0.

Szolgayova, J., Fuss, S., Khabarov, N. , & Obersteiner, M. (2010). Robust long-term energy portfolios - A climate mitigation analysis. In: Proceedings of the International Conference on Applied Energy (ICAE 2010), 21-23 April 2010.

Szolgayova, J., Fuss, S., Khabarov, N. , & Obersteiner, M. (2009). A dynamic CVaR-portfolio approach using real options: An application to energy investments. DOI:10.1109/EEM.2009.5207184. In: 2009 6th International Conference on the European Energy Market (EEM 2009), 27-29 May 2009.

Huggel, C., Eugster, S., Khabarov, N. , Obersteiner, M. , Ramirez, J.M., & Salzmann, N. (2009). An integrated cross-sector and cross-institution approach to reduce change induced disaster effects in a South American context (Abstract). [[IOP Conference Series: Earth and Environmental Science]], 6(39):392022 (1 February 2009)

Fuss, S., Khabarov, N. , Szolgayova, J., & Obersteiner, M. (2009). Valuing climate change uncertainty reductions for robust energy portfolios. In: Proceedings from the 33rd International Symposium on Remote Sensing of Environment (ISRSE-33) "Sustaining the Millennium Development Goals", 4-8 May 2009.

Fuss, S., Khabarov, N. , Szolgayova, J., & Obersteiner, M. (2009). The effects of climate policy on the energy technology mix: An integrated CVaR and Real Options Approach. In: Modeling Environment - Improving Technological Innovations under Uncertainty. Eds. Golub, A. & Markandya, A., London: Routledge. ISBN 978-0-415-46376-8

Khabarov, N. , Bun, A., & Obersteiner, M. (2009). The value of observations for reduction of earthquake-induced loss of life on a global scale. In: Proceedings from the 33rd International Symposium on Remote Remote Sensing of Environment (ISRSE-33) "Sustaining the Millennium Development Goals", 4-8 May 2009.

Khabarov, N. , Moltchanova, E., & Obersteiner, M. (2009). Value of weather observations for reduction of forest fire impact on population. In: Proceedings from the 33rd International Symposium on Remote Sensing of Environment (ISRSE-33) "Sustaining the Millennium Development Goals", 4-8 May 2009.

Khabarov, N. , Moltchanova, E., & Obersteiner, M. (2008). Valuing weather observation systems for forest fire management. IEEE Systems Journal (J-SYS) 2 (3), 349-357. 10.1109/JSYST.2008.925979.

Fortin, I., Fuss, S., Hlouskova, J., Khabarov, N. , Obersteiner, M. , & Szolgayova, J. (2008). An integrated CVaR and real options approach to investments in the energy sector. The Journal of Energy Markets 1 (2), 61-85. 10.21314/JEM.2008.007.

Fortin, I., Fuss, S., Hlouskova, J., Khabarov, N. , Obersteiner, M. , & Szolgayova, J. (2007). An Integrated CVaR and Real Options Approach to Investments in the Energy Sector. Economic Series #209, Institute for Higher Studies, Vienna, Austria (May 2007)