Items where IIASA Author is "Skalský, Rastislav"

Article

Pohanková, E., Hlavinka, P., Kersebaum, K.C., Nendel, C., Rodríguez, A., Balek, J., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Dubrovský, M., Hoogenboom, G., Moriondo, M., Olesen, J.E., Pullens, J.W.M., Rötter, R.P., Ruiz-Ramos, M., Shelia, V., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Hoffmann, M.P., Takáč, J., Thaler, S., Eitzinger, J. et al. (2025). Climate change impacts on two European crop rotations via an ensemble of models. European Journal of Agronomy 164, e127456. 10.1016/j.eja.2024.127456.

Bullová, T., Bajusová, Z., Bielik, P., Schmid, E., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Takáč, J., Benďáková, V., Adamičková, I., Turčeková, N. & Jobbágy, J. (2024). Impact assessment of climate change at farm level: A methodological approach nased on integrated biophysical and economic models. Agricultural Economics (Zemědělská ekonomika) 70 (12), 577-590. 10.17221/125/2024-AGRICECON.

Escobar Lanzuela, N. ORCID: https://orcid.org/0000-0001-7644-8790, Seber, G., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Wögerer​, M., Jung, M. ORCID: https://orcid.org/0000-0002-7569-1390 & Malina, R. (2024). Spatially-explicit land use change emissions and carbon payback times of biofuels under the carbon offsetting and reduction scheme for international aviation. Science of the Total Environment 948, e174635. 10.1016/j.scitotenv.2024.174635.

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Deppermann, A., Nakhavali, A. ORCID: https://orcid.org/0000-0003-2675-6730, Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Wang, G., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238 & Knopov, P.S. (2024). Tracking the Dynamics and Uncertainties of Soil Organic Carbon in Agricultural Soils Based on a Novel Robust Meta-Model Framework Using Multisource Data. Sustainability 16 (16), e6849. 10.3390/su16166849.

Wang, X., Wang, S., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Li, H., Liu, Y. & Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 (2024). Limiting global warming to 2 °C benefits building climate resilience in rice-wheat systems in India through crop calendar management. Agricultural Systems 213, e103806. 10.1016/j.agsy.2023.103806.

Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Barančíková, G., Makovníková, J., Koco, Š., Halas, J. & Kobza, J. (2024). Regional topsoil organic carbon content in the agricultural soils of Slovakia and its drivers, as revealed by the most recent national soil monitoring data. Environmental Challenges 14, e100816. 10.1016/j.envc.2023.100816.

Ippolito, T., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 & Neff, J. (2023). Predicting spatiotemporal soil organic carbon responses to management using EPIC-IIASA meta-models. Journal of Environmental Management 344, e118532. 10.1016/j.jenvman.2023.118532.

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Boere, E., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Wang, G., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179 & Knopov, P. S. (2023). A Novel Robust Meta-Model Framework for Predicting Crop Yield Probability Distributions Using Multisource Data. Cybernetics and Systems Analysis 10.1007/s10559-023-00620-z.

Cornu, S., Keesstra, S., Bispo, A., Fantappie, M., van Egmond, F., Smreczak, B., Wawer, R., Pavlů, L., Sobocká, J., Bakacsi, Z., Farkas‐Iványi, K., Molnár, S., Møller, A.B., Madenoglu, S., Feiziene, D., Oorts, K., Schneider, F., Gonçalves, M.C., Mano, R., Garland, G. et al. (2023). National soil data in EU countries, where do we stand? European Journal of Soil Science 74 (4), e13398. 10.1111/ejss.13398.

Ermolieva, T., Ermoliev, Y., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Knopov, P.S. & Wang, G. (2023). Connections between robust statistical estimation, robust decision making with two-stage stochastic optimization, and robust machine learning problems. Cybernetics and systems analysis 59 (3), 33-47.

Wang, X., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Wang, S., Chen, B., Liu, Y., Chen, J. & Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 (2022). Crop calendar optimization for climate change adaptation in rice-based multiple cropping systems of India and Bangladesh. Agricultural and Forest Meteorology 315, e108830. 10.1016/j.agrformet.2022.108830.

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Ermoliev, Y., Knopov, P.S., Borodina, O.M. & Gorbachuk, V.M. (2022). A Risk-Informed Decision-Making Framework for Climate Change Adaptation through Robust Land Use and Irrigation Planning. Sustainability 14 (3), p. 1430. 10.3390/su14031430.

Carr, T.W., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Dodds, P.E., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238 & Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2021). The impact of water erosion on global maize and wheat productivity. Agriculture, Ecosystems & Environment 322, e107655. 10.1016/j.agee.2021.107655.

Jägermeyr, J., Müller, C., Ruane, A.C., Elliott, J., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Castillo, O., Faye, B., Foster, I., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Franke, J.A., Fuchs, K., Guarin, J.R., Heinke, J., Hoogenboom, G., Iizumi, T., Jain, A.K., Kelly, D., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Lange, S., Lin, T.-S. et al. (2021). Climate impacts on global agriculture emerge earlier in new generation of climate and crop models. Nature Food 2, 873-885. 10.1038/s43016-021-00400-y.

Kostková, M., Hlavinka, P., Pohanková, E., Kersebaum, K. C., Nendel, C., Gobin, A., Olesen, J. E., Ferrise, R., Dibari, C., Takáč, J., Topaj, A., Medvedev, S., Hoffmann, M. P., Stella, T., Balek, J., Ruiz-Ramos, M., Rodríguez, A., Hoogenboom, G., Shelia, V., Ventrella, D. et al. (2021). Performance of 13 crop simulation models and their ensemble for simulating four field crops in Central Europe. The Journal of Agricultural Science 159 (1-2), 69-89. 10.1017/S0021859621000216.

Jost, E., Schönhart, M., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Schmid, E. & Mitter, H. (2021). Dynamic soil functions assessment employing land use and climate scenarios at regional scale. Journal of Environmental Management 287, e112318. 10.1016/j.jenvman.2021.112318.

Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Smirnov, A. ORCID: https://orcid.org/0000-0003-1765-0782, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Van Der Velde, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2020). Heterogeneous Compute Clusters and Massive Environmental Simulations Based on the EPIC Model. Modelling 1 (2), 215-224.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Karner, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Vargas, L., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Subash, A., Saad, M., Delerce, S., Crespo Cuaresma, J., Hlouskova, J., Molina-Maturano, J., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2020). AgroTutor: A Mobile Phone Application Supporting Sustainable Agricultural Intensification. Sustainability 12 (22)

Carr, T.W., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Dodds, P.E., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Fulajtar, E. & Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2020). Uncertainties, sensitivities and robustness of simulated water erosion in an EPIC-based global gridded crop model. Biogeosciences 17 (21), 5263-5283. 10.5194/bg-17-5263-2020.

Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Madaras, M., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Smatanová, M., Schmid, E., van der Velde, M., Kraxner, F. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2020). Verifiable soil organic carbon modelling to facilitate regional reporting of cropland carbon change: A test case in the Czech Republic. Journal of Environmental Management 274, e111206. 10.1016/j.jenvman.2020.111206.

Flach, R., Fader, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 & Jantke, K. (2020). The effects of cropping intensity and cropland expansion of Brazilian soybean production on green water flows. Environmental Research Communications 2 (7), e071001. 10.1088/2515-7620/ab9d04.

Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Koco, Š., Barančíková, G., Tarasovičová, Z., Halas, J., Koleda, P., Makovníková, J., Gutteková, M., Tobiášová, E., Gömöryová, E. & Takáč, J. (2020). Land Cover and Land Use Change-Driven Dynamics of Soil Organic Carbon in North-East Slovakian Croplands and Grasslands Between 1970 and 2013. Ekológia 39 (2), 159 - 173. 10.2478/eko-2020-0012.

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.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Elliott, J., Müller, C., Balkovič, J., 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. (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.

Paustian, K., Collier, S., Baldock, J., Burgess, R., Creque, J., DeLonge, M., Dungait, J., Ellert, B., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Goddard, T., Govaerts, B., Grundy, M., Henning, M., Izaurralde, R., Madaras, M., McConkey, B., Porzig, E., Rice, C., Searle, R., Seavy, N. et al. (2019). Quantifying carbon for agricultural soil management: from the current status toward a global soil information system. Carbon Management 10 (6), 567-587. 10.1080/17583004.2019.1633231.

Kovács, K.Z., Hemment, D., Woods, M., van der Velden, N., Xaver, A., Giesen, R., Burton, V., Garrett, N., Zappa, L., Long, D., Dobos, E. & Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2019). Citizen observatory based soil moisture monitoring – the GROW example. Hungarian Geographical Bulletin 68 (2), 119-139. 10.15201/hungeobull.68.2.2.

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.

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.

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.

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.

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.

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.

Ma, K., Liu, J., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Azevedo, L. & Kraxner, F. (2016). Changes in soil organic carbon stocks of wetlands on China's Zoige plateau from 1980 to 2010. Ecological Modelling 327, 18-28. 10.1016/j.ecolmodel.2016.01.009.

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.

Elshout, P.M.F., van Zelm, R., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Schmid, E., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, van der Velde, M. & Huijbregts, M.A.J. (2015). Greenhouse-gas payback times for crop-based biofuels. Nature Climate Change 5 (6), 604-610. 10.1038/nclimate2642.

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.

Xiong, W., van der Velde, M., Holman, I.P., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Lin, E., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Porter, C., Jones, J., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (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.

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.

Xiong, W., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, van der Velde, M., Zhang, X., Izaurralde, R.C., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Lin, E., Mueller, N. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). A calibration procedure to improve global rice yield simulations with EPIC. Ecological Modelling 273, 128-139. 10.1016/j.ecolmodel.2013.10.026.

van der Velde, M., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Beer, C., Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Kuhnert, M., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Xiong, W. & Smith, P. (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.

Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, van der Velde, M., Schmid, E., 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, 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.

Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Rampasekova, Z., Hutar, V., Sobocka, J. & Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2013). Digital soil mapping from conventional field soil observations. Soil and Water Research 8 (1), 13-25.

Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Schneider, U.A., Schmid, E., Bottcher, H., Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Aoki, K., De Cara, S., Kindermann, G. ORCID: https://orcid.org/0000-0003-4297-1318, Kraxner, F., Leduc, S., McCallum, I. ORCID: https://orcid.org/0000-0002-5812-9988, Mosnier, A., Sauer, T. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2011). Global land-use implications of first and second generation biofuel targets. Energy Policy 39 (10), 5690-5702. 10.1016/j.enpol.2010.03.030.

Schneider, U.A., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Schmid, E., Valin, H. ORCID: https://orcid.org/0000-0002-0618-773X, Mosnier, A., Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769, Bottcher, H., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Sauer, T. & Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549 (2011). Impacts of population growth, economic development, and technical change on global food production and consumption. Agricultural Systems 104 (2), 204-215. 10.1016/j.agsy.2010.11.003.

Book Section

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Deppermann, A., Nakhavali, A. ORCID: https://orcid.org/0000-0003-2675-6730 & Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 (2025). Robust Statistical Estimation and Two-Stage Stochastic Optimization: Quantile Regression EPIC Meta-Model of Soil Organic Carbon for Robust Decision Making with GLOBIOM. In: Stochastic Modeling and Optimization Methods for Critical Infrastructure Protection: Stochastic modeling. Eds. Gaivoronski, A., Knopov, P., Norkin, V., Zaslavskyi, V., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 & Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Wiley. ISBN 978-1-836-69027-6

Ermolieva, T., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Ermoliev, Y., Knopov, P., Borodina, O. & Gorbachuk, V. (2022). Climate change adaptation through robust land use planning: two-stage stochastic optimization for risk-informed decision making. In: Mathematical modeling, optimization and information technologies", international scientific conference. pp. 52-56 CEP USM. ISBN 978-9975-159-03-6

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.

Monograph

Ippolito, T., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238 & Neff, J. (2022). Investigating the Biophysical Determinants of Soil Organic Carbon Response to Management in the EPIC-IIASA Model. IIASA YSSP Report. Laxenburg, Austria: IIASA

Conference or Workshop Item

Oberleitner, T. ORCID: https://orcid.org/0000-0002-1684-5150, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238 (2024). AI4SoilHealth: Supporting Europe’s Soil Deal using AI Technology and Predictive Services. In: Mission Soil.at, September 17, 2024, Vienna.

See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Yashchun, O., Romanchuk, Z., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Malek, Z. ORCID: https://orcid.org/0000-0002-6981-6708, Shchepashchenko, D. ORCID: https://orcid.org/0000-0002-7814-4990, Deppermann, A., Krisztin, T. ORCID: https://orcid.org/0000-0002-9241-8628 & Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085 (2024). Improving high-resolution spatial information on agricultural land use management in Europe for economic land use modelling and the assessment of policy impacts. DOI:10.5194/egusphere-egu24-5448. In: EGU General Assembly 2024, 14-19 April 2024, Vienna.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Baklanov, A. ORCID: https://orcid.org/0000-0003-1599-3618, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Oberleitner, T. ORCID: https://orcid.org/0000-0002-1684-5150, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2024). CROMES - A fast and efficient machine learning emulator pipeline for gridded crop models. DOI:10.5194/egusphere-egu24-5852. In: EGU General Assembly 2024, 14-19 April 2024, Vienna.

Ermolieva, T., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Frank, S. ORCID: https://orcid.org/0000-0001-5702-8547, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Wang, G. & Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179 (2023). Robust meta-model for investigating crop yields and Soil Organic Carbon dynamics and probability distributions depending on land use practices, soil characteristics and climate change: Insights for soil health preservation and Food security. In: Soil Physics and Healthy Cropland Cultivation, 4-7 August, 2023, Hangzhou, China.

Ermolieva, T., Zagorodny, A., Bogdanov, V.L., Wang, G., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Rovenskaya, E. ORCID: https://orcid.org/0000-0002-2761-3443, Komendantova, N. ORCID: https://orcid.org/0000-0003-2568-6179, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271, Ortiz-Partida, J.- P., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 & Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238 (2023). Consistent linkage of distributed food, water, energy, environmental (FWEE) models: perspectives of data and modeling platform for integrated FWEE security NEXUS analysis and planning. In: EGU General Assembly 2023, 23-28 April 2023, Vienna.

Ermolieva, T., Zagorodny, A., Bogdanov, V., Knopov, P., Gorbachuk, V., Zaslavski, V., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Derci Augustynczik, A.L., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Kahil, T. ORCID: https://orcid.org/0000-0002-7812-5271 & Wang, G. (2022). Big Data, Artificial Intelligence and Machine Learning problems for Robust Food-Water-Energy NEXUS Analysis and Risk-Adjusted Agricultural Insurance Schemes. In: 11th International Conference “V.M. Glushkov’s Lectures”, 8th December 2022, Kiev, Ukraine.

Ermolieva, T., Knopov, P.S., Gorbachuk, V.M., Zaslavskyi, V.A., Borodina, O.M., Gaivoronski, A.A., Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Derci Augustynczik, A.L., Cao, G.-Y. & Wang, G. (2022). Agricultural Adaptation to Climate Change through Risk-Based Crop Insurance: Estimating Probability Distributions of Crop Yields using Weather Parameters, Climate Change Indicators and Soil Characteristics. In: Norwegian-Georgian-Moldavian-Ukrainian School on Innovation and Risk Management, November 19-26, 2022, Batumi Shota Rustaveli State University, Georgia.

Křížová, K., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Madaras, M. & Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 (2022). Extrapolation of the LTE data for regional prediction of crop production and agro-environmental impacts in the Czech Republic with the EPIC-based modelling system. In: EGU General Assembly 2022, 23-27 May 2022, Vienna.

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.

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Kerner, M., Vargas, L., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Declerce, S., Crespo Cuaresma, J., Hlouskova, J., Verhulst, N., See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2019). AgroTutor: Promoting agricultural sustainable intensification and crowdsourcing plot information. In: ESA Living Planet Symposium, May 2019, Milan, Italy.

Hemment, D., Buontempo, C., Xaver, A., Dobos, E., Pelloquin, C., Wagner, W., Cobley, A., Khawaja, M., Neilson, R., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Woods, M., Hager, G. ORCID: https://orcid.org/0000-0003-2259-0278 & Long, D. (2017). The contribution of Citizens’ Observatories to validation of satellite‐retrieved soil moisture products. In: GEO Week 2017: Insight for a Changing World, October 2017, Washington DC, US.

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.

Azevedo, L., Vadas, P.A., Balkovič, 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, van der Velde, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2016). Potential substitution of mineral P fertilizer by manure: EPIC development and implementation. 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.

Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Havlik, P. ORCID: https://orcid.org/0000-0001-5551-5085, Schneider, U.A., Schmid, E., Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2009). Uncertainties in global land cover data and its implications for climate change mitigation policies assessment. In: Proceedings from the 33rd International Symposium on Remote Sensing of Environment (ISRSE-33) "Sustaining the Millennium Development Goals", 4-8 May 2009.

Data

Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Yowargana, P. & Kraxner, F. (2022). Rice productivity along waterlogging gradient in Indonesian peatlands (EPIC-IIASA model outputs). 10.5281/zenodo.7355372.

Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Kraxner, F. & Yowargana, P. (2022). The Harmonized peatland dataset for Indonesia v.0.1. 10.5281/zenodo.6998052.

Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Kraxner, F. & Yowargana, P. (2022). The spatial simulation infrastructure for Indonesia v.0.1. 10.5281/zenodo.6997968.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Khabarov, N. ORCID: https://orcid.org/0000-0001-5372-4668, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2020). Supplementary Data 1 for: The global cropland sparing potential of high-yield farming.

Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931 & Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897 (2019). Supplementary data for the paper “Parameterization-induced uncertainties and impacts of crop management harmonization in a global gridded crop model ensemble”.

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

Laso Bayas, J.C. ORCID: https://orcid.org/0000-0003-2844-3842, Gardeazabal, A., Karner, M., Folberth, C. ORCID: https://orcid.org/0000-0002-6738-5238, Vargas, L., Skalský, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Subash, A., Saad, M., Delerce, S., Crespo Cuaresma, J., Hlouskova, J., Molina-Maturano, J,, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 & Govaerts, B. (2020). AgroTutor: A Mobile Phone Application Supporting Agricultural Sustainable Intensification. Preprints (Submitted)

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

Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Fritz, S. ORCID: https://orcid.org/0000-0003-0420-8549, See, L. ORCID: https://orcid.org/0000-0002-2665-7065, van der Velde, M. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2014). SOIL Geo-Wiki: A tool for improving soil information. Geophysical Research Abstracts, 16:EGU2014-2540

Schmid, E., De Cara, S., Balkovič, J. ORCID: https://orcid.org/0000-0003-2955-4931, Skalsky, R. ORCID: https://orcid.org/0000-0002-0983-6897, Blank, D., Schneider, U.A. & Obersteiner, M. ORCID: https://orcid.org/0000-0001-6981-2769 (2005). Environmental and Economic Impact Analysis of Alternative Management Practices in Baden-Wuerttemberg. Research Report to the European Commission, DG Environment Unit B.1., Brussels, Belgium p.41