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Article

Janssens, C., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Boere, E., Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403, Mosnier, A., Leclère, D. ORCID: https://orcid.org/0000-0002-8658-1509, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Maertens, M. (2022). A sustainable future for Africa through continental free trade and agricultural development. Nature Food 3 (8), 608-618. 10.1038/s43016-022-00572-1.

Flach, R., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Jantke, K. & Schneider, U.A. (2020). Water productivity and footprint of major Brazilian rainfed crops – A spatially explicit analysis of crop management scenarios. Agricultural Water Management 233, e105996. 10.1016/j.agwat.2019.105996.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Visconti, P., Ciais, P., Janssens, I., Peñuelas, J. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2020). The global cropland sparing potential of high-yield farming. Nature Sustainability 3, 281-289. 10.1038/s41893-020-0505-x.

Franke, J.A., Müller, C., Elliott, J., Ruane, A.C., Jägermeyr, J., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Dury, M., Falloon, P.D., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, François, L., Hank, T., Hoffmann, M., Izaurralde, R.C., Jacquemin, I., Jones, C., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Koch, M., Li, M., Liu, W. 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.

Hochrainer-Stigler, S. ORCID: https://orcid.org/0000-0002-9929-8171, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Silm, K. & Timonina-Farkas, A. (2019). Large scale extreme risk assessment using copulas: an application to drought events under climate change for Austria. Computational Management Science 16, 651-669. 10.1007/s10287-018-0339-4.

Müller, C., Elliott, J., Kelly, D., Arneth, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Deryng, D., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Hoek, S., Izaurralde, R.C., Jones, C.D., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Lawrence, P., Liu, W., Olin, S., Pugh, T.A.M., Reddy, A., Rosenzweig, C., Ruane, A.C., Sakurai, G. et al. (2019). The Global Gridded Crop Model Intercomparison phase 1 simulation dataset. Scientific Data 6 (1), e50. 10.1038/s41597-019-0023-8.

Chen, J., Gong, Y., Wang, S., Guan, B., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Kraxner, F. (2019). To burn or retain crop residues on croplands? An integrated analysis of crop residue management in China. Science of the Total Environment 662, 141-150. 10.1016/j.scitotenv.2019.01.150.

Liu, B., Martre, P., Ewert, F., Porter, J.R., Challinor, A.J., Müller, C., Ruane, A.C., Waha, K., Thorburn, P.J., Aggarwal, P.K., Ahmed, M., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Basso, B., Biernath, C., Bindi, M., Cammarano, D., De Sanctis, G., Dumont, B., Espadafor, M., Eyshi Rezaei, E. et al. (2019). Global wheat production with 1.5 and 2.0°C above pre‐industrial warming. Global Change Biology 25 (4), 1428-1444. 10.1111/gcb.14542.

Thomson, M. ORCID: https://orcid.org/0000-0002-5693-0245, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 & MacDonald, G. (2019). Simulated impact of paleoclimate change on Fremont Native American maize farming in Utah, 850–1449 CE, using crop and climate models. Quarternary International 507, 95-107. 10.1016/j.quaint.2018.09.031.

Asseng, S., Martre, P., Maiorano, A., Rötter, R., O'Leary, G., Fitzgerald, G., Girousse, C., Motzo, R., Giunta, F., Babar, M., Reynolds, M., Kheir, A., Thorbum, P., Waha, K., Ruane, A., Aggarwal, P., Ahmed, M., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Basso, B., Biernath, C. et al. (2019). Climate change impact and adaptation for wheat protein. Global Change Biology 25 (1), 155-173. 10.1111/gcb.14481.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (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.

Müller, C., Elliott, J., Pugh, T.A.M., Ruane, A.C., Ciais, P., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Deryng, D., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Izaurralde, R.C., Jones, C.D., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Lawrence, P., Liu, W., Reddy, A.D., Schmid, E. & Wang, X. (2018). Global patterns of crop yield stability under additional nutrient and water inputs. PLoS ONE 13 (6), e0198748. 10.1371/journal.pone.0198748.

Zhang, J., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Azevedo, L., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Bouwman, A.F., Xu, G., Wang, J., Xu, M. & Yu, C. (2018). Analyzing and modelling the effect of long-term fertilizer management on crop yield and soil organic carbon in China. Science of the Total Environment 627, 361-372. 10.1016/j.scitotenv.2018.01.090.

van Zelm, R., van der Velde, M., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Čengić, M., Elshout, P.M.F., Koellner, T., Núñez, M., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Schmid, E. & Huijbregts, M.A.J. (2018). Spatially explicit life cycle impact assessment for soil erosion from global crop production. Ecosystem Services 30 (B), 220-227. 10.1016/j.ecoser.2017.08.015.

Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Schmidt, E., Madaras, M., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & 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.

Deppermann, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Bundle, S.-C., Di Fulvio, F. ORCID: https://orcid.org/0000-0002-7317-6360, Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Leclere, D. ORCID: https://orcid.org/0000-0002-8658-1509, Lesiv, M. ORCID: https://orcid.org/0000-0001-9846-3342, Prishchepov, A. & Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990 (2018). Increasing crop production in Russia and Ukraine—regional and global impacts from intensification and recultivation. Environmental Research Letters 13 (2), e025008. 10.1088/1748-9326/aaa4a4.

Porwollik, V., Müller, C., Elliott, J., Chryssanthacopoulos, J., Iizumi, T., Ray, D.K., Ruane, A.C., Arneth, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Deryng, D., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Izaurralde, R.C., Jones, C.D., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Lawrence, P.J., Liu, W., Pugh, T.A.M., Reddy, A., Sakurai, G. 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.

Williges, K., Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Bowyer, P. & Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 (2017). Towards an assessment of adaptive capacity of the European agricultural sector to droughts. Climate Services 7, 47-63. 10.1016/j.cliser.2016.10.003.

Frieler, K., Schauberger, B., Arneth, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Chryssanthacopoulos, J., Deryng, D., Elliott, J., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Müller, C., Olin, S., Pugh, T.A.M., Schaphoff, S., Schewe, J., Schmidt, E., Warszawski, L. & Levermann, A. (2017). Understanding the weather signal in national crop-yield variability. Earth's Future 5 (6), 605-616. 10.1002/2016EF000525.

Müller, C., Elliott, J., Chryssanthacopoulos, J., Arneth, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Deryng, D., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Glotter, M., Hoek, S., Iizumi, T., Izaurralde, R.C., Jones, C., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Lawrence, P., Liu, W., Olin, S., Pugh, T., Ray, D., Reddy, A. 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.

Schauberger, B., Archontoulis, S., Arneth, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Deryng, D., Eliott, J., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Müller, C., Pugh, T.A.M., Rolinski, F., Schaphoff, S., Schmid, E., Wang, X., Schlenker, W. & Frieler, K. (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. ORCID: https://orcid.org/0000-0002-6738-5238, Elliott, J., Müller, C., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Chryssanthacopoulos, J., Izaurralde, R.C., Jones, C.D., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Liu, W., Reddy, A., Schmid, E., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Yang, H., Arneth, A., Ciais, P., Deryng, D., Lawrence, P.J., Olin, S., Pugh, T.A.M., Ruane, A.C. 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)

Xiong, W., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Porter, C.H., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Jones, J.W. & Yang, D. (2016). Calibration induced uncertainty of the EPIC model to estimate climate change impact on global maize yield. Journal of Advances in Modeling Earth Systems 8 (3), 1358-1375. 10.1002/2016MS000625.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Moltchanova, E., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Azevedo, L., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & van der Velde, M. (2016). Uncertainty in soil data can outweigh climate impact signals in crop yield simulations. Nature Communications 7, art.no.11872. 10.1038/ncomms11872.

Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Schmid, E., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Schneider, U., Bottcher, H., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). The dynamic soil organic carbon mitigation potential of European cropland. Global Environmental Change 35, 269-278. 10.1016/j.gloenvcha.2015.08.004.

Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, van der Velde, M., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Smirnov, A. ORCID: https://orcid.org/0000-0003-1765-0782, Mueller, N.D. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (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.

van der Velde, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Janssens, I.A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W. & Penuelas, J. (2014). African crop yield reductions due to increasingly unbalanced Nitrogen and Phosphorus consumption. Global Change Biology 20 (4), 1278-1288. 10.1111/gcb.12481.

Book Section

Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Böttcher, H., Bouma, J., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Fuss, S., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Heumesser, C., Hochrainer-Stigler, S. ORCID: https://orcid.org/0000-0002-9929-8171, Jantke, K., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Koch, B., Kraxner, F., Kuik, O.J., Leduc, S., Liu, J., Lucht, W., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Mechler, R. ORCID: https://orcid.org/0000-0003-2239-1578, Moltchanova, E. 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 978-981-10-3713-9 10.1007/978-981-10-3713-9_12.

Schepaschenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Kraxner, F., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fuss, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Perger, C., Shvidenko, A., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Tum, M., Schmid, E., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Guenther, K. (2015). Global biomass information: from data generation to application. In: Handbook of Clean Energy Systems. Eds. Yan, Jinyue, Chichester: Wiley. ISBN 9781118991978 10.1002/9781118991978.

Conference or Workshop Item

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Boere, E., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Ermoliev, Y. (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.

Müller, C., Elliott, J., Ruane, A., Jägermeyr, J., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Dury, M., Falloon, P., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Francois, L., Hank, T., Hoffmann, M., Izaurralde, C., Jacquemin, I., Jones, C., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Koch, M., Liu, W., Olin, S., Pugh, T. 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.

Byers, E. ORCID: https://orcid.org/0000-0003-0349-5742, Parkinson, S. ORCID: https://orcid.org/0000-0002-4753-5198, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Burek, P. ORCID: https://orcid.org/0000-0001-6390-8487, Ebi, K., Gidden, M. ORCID: https://orcid.org/0000-0003-0687-414X, Grey, D., Greve, P., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Hillers, A., Johnson, N., Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Krey, V. ORCID: https://orcid.org/0000-0003-0307-3515, Langan, S. ORCID: https://orcid.org/0000-0003-0742-3658, Leclere, D. ORCID: https://orcid.org/0000-0002-8658-1509, Nakicenovic, N. ORCID: https://orcid.org/0000-0001-7176-4604, Novak, R., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Pachauri, S. ORCID: https://orcid.org/0000-0001-8138-3178, Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403 et al. (2018). Global climate and development hotspots assessment: Asia under pressure. In: 5th Asian Energy Modelling Workshop, 10-12 September 2018, Singapore.

Byers, E. ORCID: https://orcid.org/0000-0003-0349-5742, Gidden, M. ORCID: https://orcid.org/0000-0003-0687-414X, Leclere, D. ORCID: https://orcid.org/0000-0002-8658-1509, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Burek, P. ORCID: https://orcid.org/0000-0001-6390-8487, Ebi, K., Grey, D., Greve, P., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Hillers, A., Johnson, N., Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Krey, V. ORCID: https://orcid.org/0000-0003-0307-3515, Langan, S. ORCID: https://orcid.org/0000-0003-0742-3658, Nakicenovic, N. ORCID: https://orcid.org/0000-0001-7176-4604, Novak, R., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Pachauri, S. ORCID: https://orcid.org/0000-0001-8138-3178, Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403, Parkinson, S. ORCID: https://orcid.org/0000-0002-4753-5198 et al. (2018). Global exposure and vulnerability to multi-sector development and climate change hotspots. In: International Energy Workshop, 19-21 June 2018, Gothenburg, Sweden.

Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Schmid, E., Schwartz, A., Azevedo, L. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (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.

Zhang, J., Xu, G., Xu, M., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Azevedo, L., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Wang, J. & Yu, C. (2016). Modelling crop yield, soil organic C and P under variable long-term fertilizer management in China. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Leclère, D. ORCID: https://orcid.org/0000-0002-8658-1509, Azevedo, L., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 (2016). Towards systematic evaluation of crop model outputs for global land-use models. In: European Geosciences Union (EGU) General Assembly 2016, 17–22 April 2016, Vienna, Austria.

Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Valin, H. ORCID: https://orcid.org/0000-0002-0618-773X, Mosnier, A., Forsell, N., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Leclère, D. ORCID: https://orcid.org/0000-0002-8658-1509, Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403, Ermolieva, T., Gusti, M., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Schmid, E., Herrero, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Integrated Multi-scale Modeling Framework for Assessment of Land-use Related Challenges under Global Change. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Leclère, D. ORCID: https://orcid.org/0000-0002-8658-1509, Azevedo, L., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2015). Towards Systematic Evaluation of Crop Model Outputs for Global Land-use Models. In: Systems Analysis 2015 - A Conference in Celebration of Howard Raiffa, 11 -13 November, 2015, Laxenburg, Austria.

Data

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2018). Supplementary Datasets S1 and S2 for the paper “Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning”.

Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Schmid, E., Madaras, M., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & van der Velde, M. (2018). pan-EU EPIC crop calendar and fertilization data. 10.22022/ESM/02-2018.15104.

Other

Willaarts, B. ORCID: https://orcid.org/0000-0001-6589-1543, Langan, S. ORCID: https://orcid.org/0000-0003-0742-3658, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Burek, P. ORCID: https://orcid.org/0000-0001-6390-8487, Byers, E. ORCID: https://orcid.org/0000-0003-0349-5742, Deppermann, A., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Gidden, M. ORCID: https://orcid.org/0000-0003-0687-414X, Greve, P., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Krey, V. ORCID: https://orcid.org/0000-0003-0307-3515, Magnuszewski, P., Mayor Rodriguez, B., Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403, Parkinson, S. ORCID: https://orcid.org/0000-0002-4753-5198, Poblete Cazenave, M., Riahi, K. ORCID: https://orcid.org/0000-0001-7193-3498, van Dijk, M. ORCID: https://orcid.org/0000-0002-5207-7304, Vinca, A. ORCID: https://orcid.org/0000-0002-3051-178X et al. (2018). Integrated Solutions for Water, Energy and Land Progress report 3. United Nations Industrial Development Organization (UNIDO) and International Institute for Applied Systems Analysis (IIASA) , Laxenburg, Austria.

Willaarts, B. ORCID: https://orcid.org/0000-0001-6589-1543, Langan, S. ORCID: https://orcid.org/0000-0003-0742-3658, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Burek, P. ORCID: https://orcid.org/0000-0001-6390-8487, Byers, E. ORCID: https://orcid.org/0000-0003-0349-5742, Deppermann, A., Gidden, M. ORCID: https://orcid.org/0000-0003-0687-414X, Greve, P., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Leclere, D. ORCID: https://orcid.org/0000-0002-8658-1509, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Khan, Z., Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628, Krey, V. ORCID: https://orcid.org/0000-0003-0307-3515, Magnuszewski, P., Mastrucci, A. ORCID: https://orcid.org/0000-0002-5611-7780, Mayor Rodriguez, B., Palazzo, A. ORCID: https://orcid.org/0000-0001-8167-9403, Parkinson, S. ORCID: https://orcid.org/0000-0002-4753-5198, Poblete Cazenave, M. et al. (2017). Integrated Solutions for Water, Energy and Land Progress report 2. United Nations Industrial Development Organization (UNIDO) and International Institute for Applied Systems Analysis (IIASA) , Laxenburg, Austria.

Valin, H. ORCID: https://orcid.org/0000-0002-0618-773X, Peters, D., van den Berg, M., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Forsell, N., Hamelinck, C., Pirker, J., Mosnier, A., Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Schmidt, E., Dürauer, M. & Di Fulvio, F. ORCID: https://orcid.org/0000-0002-7317-6360 (2015). The land use change impact of biofuels consumed in the EU: Quantification of area and greenhouse gas impacts. ECOFYS Netherlands B.V. , Utrecht, Netherlands. BIENL13120.

van der Velde, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, Ciais, P., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Janssens, I.A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W. & Penuelas, J. (2014). African crop yield reductions due to increasingly unbalanced Nitrogen and Phosphorus consumption. Geophysical Research Abstracts, 16:EGU2014-1209

Balkovic, J. ORCID: https://orcid.org/0000-0003-2955-4931, van der Velde, M., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Smirnov, A. ORCID: https://orcid.org/0000-0003-1765-0782 (2014). Global wheat production potentials and management flexibility under the representative concentration pathways. Geophysical Research Abstracts, 16:EGU2014-5906

This list was generated on Sat Apr 26 15:40:28 2025 UTC.