Max Planck Gesellschaft

Scientific publications 2021

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1Adsuara, J. E., Perez-Suay, A., Moreno-Martinez, A., Camps-Valls, G., Kraemer, G., Reichstein, M., Mahecha, M. D. (2021). Discovering differential equations from earth observation data. In IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium (pp. 3999-4002). IEEE. doi:10.1109/IGARSS39084.2020.9324639.
2Bastos, A., Fleischer, K. (2021). Effects of rising CO2 levels on carbon sequestration are coordinated above and below ground. Nature, 591, 532-534. doi:10.1038/d41586-021-00737-1.
3Bastos, A., Hartung, K., Nützel, T. B., Nabel, J. E. M. S., Houghton, R. A., Pongratz, J. (2021). Comparison of uncertainties in land-use change fluxes from bookkeeping model parameterisation. Earth System Dynamics, 12(2), 745-762. doi:10.5194/esd-12-745-2021.
4Bastos, A., Orth, R., Reichstein, M., Ciais, P., Viovy, N., Zaehle, S., Anthoni, P., Arneth, A., Gentine, P., Joetzjer, E., Lienert, S., Loughran, T., McGuire, P. C., O, S., Pongratz, J., Sitch, S. (2021). Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019. Earth System Dynamics, 12(4), 1015-1035. doi:10.5194/esd-12-1015-2021.
5Bates, A. E., Primack, R. B., Biggar, B. S., Bird, T. J., Clinton, M. E., Command, R. J., Richards, C., Shellard, M., Geraldi, N. R., Vergara, V., Acevedo-Charry, O., Requena Mesa, C., et, a. (2021). Global COVID-19 lockdown highlights humans as both threats and custodians of the environment. Biological Conservation, 263: 109175. doi:10.1016/j.biocon.2021.109175.
6Besnard, S., Koirala, S., Santoro, M., Weber, U., Nelson, J. A., Gütter, J., Herault, B., Kassi, J., N'Guessan, A., Neigh, C., Poulter, B., Zhang, T., Carvalhais, N. (2021). Mapping global forest age from forest inventories, biomass and climate data. Earth System Science Data, 13(10), 4881-4896. doi:10.5194/essd-13-4881-2021.
7Besnard, S., Santoro, M., Cartus, O., Fan, N., Linscheid, N., Nair, R., Weber, U., Koirala, S., Carvalhais, N. (2021). Global sensitivities of forest carbon changes to environmental conditions. Global Change Biology, 27(4), 6467-6483. doi:10.1111/gcb.15877.
8Bevacqua, E., Michele, C. D., Manning, C., Couasnon, A., Ribeiro, A. F. S., Ramos, A. M., Vignotto, E., Bastos, A., Blesic, S., Durante, F., Hillier, J., Oliveira, S. C., Pinto, J. G., Ragno, E., Rivoire, P., Saunders, K., van der Wiel, K., Wu, W., Zhang, T., Zscheischler, J. (2021). Guidelines for studying diverse types of compound weather and climate events. Earth's Future, 9(11): e2021EF002340. doi:10.1029/2021EF002340.
9Biriukova, K., Pacheco-Labrador, J., Migliavacca, M., Mahecha, M. D., Gonzalez-Cascon, R., Martín, M. P., Rossini, M. (2021). Performance of singular spectrum analysis in separating seasonal and fast physiological dynamics of solar-induced chlorophyll fluorescence and PRI optical signals. Journal of Geophysical Research: Biogeosciences, 126(9): e2020JG006158. doi:10.1029/2020JG006158.
10Bogdanovich, E., Perez-Priego, O., El-Madany, T. S., Guderle, M., Pacheco-Labrador, J., Levick, S. R., Moreno, G., Carrara, A., Martín, M. P., Migliavacca, M. (2021). Using terrestrial laser scanning for characterizing tree structural parameters and their changes under different management in a Mediterranean open woodland. Forest Ecology and Management, 486: 118945. doi:10.1016/j.foreco.2021.118945.
11Brás, T. A., Seixas, J., Carvalhais, N., Jägermeyr, J. (2021). Severity of drought and heatwave crop losses tripled over the last five decades in Europe. Environmental Research Letters, 16: 065012. doi:10.1088/1748-9326/abf004.
12Burchard-Levine, V., Nieto, H., Riañoa, D., Migliavacca, M., El-Madany, T. S., Guzinskie, R., Carraraf, A., Martína, M. P. (2021). The effect of pixel heterogeneity for remote sensing based retrievals of evapotranspiration in a semi-arid tree-grass ecosystem. Remote Sensing of Environment, 260: 112440. doi:10.1016/j.rse.2021.112440.
13Byeon, S., Song, W., Park, M., Kim, S., Kim, S., Lee, H. T., Jeon, J., Kim, K., Lee, M., Lim, H., Han, S.-H., Oh, C. Y., Kim, H. S. (2021). Down-regulation of photosynthesis and its relationship with changes in leaf N allocation and N availability after long-term exposure to elevated CO2 concentration. Journal of Plant Physiology, 265: 153489. doi:10.1016/j.jplph.2021.153489.
14Callaghan, M., Schleussner, C.-F., Nath, S., Lejeune, Q., Knutson, T. R., Reichstein, M., Hansen, G., Theokritoff, E., Andrijevic, M., Brecha, R. J., Hegarty, M., Jones, C., Lee, K., Lucas, A., van Maanen, N., Menke, I., Pfleiderer, P., Yesil, B., Minx, J. C. (2021). Machine-learning-based evidence and attribution mapping of 100,000 climate impact studies. Nature Climate Change, 11, 966-972. doi:10.1038/s41558-021-01168-6.
15Camps-Valls, G., Campos-Taberner, M., Moreno-Martínez, Á., Walther, S., Duveiller, G., Cescatti, A., Mahecha, M. D., Muñoz-Marí, J., García-Haro, F. J., Guanter, L., Jung, M., Gamon, J. A., Reichstein, M., Running, S. W. (2021). A unified vegetation index for quantifying the terrestrial biosphere. Science Advances, 7(9): eabc7447. doi:10.1126/sciadv.abc7447.
16Camps-Valls, G., Tuia, D., Zhu, X. X., Reichstein, M. (Eds.). (2021). Deep learning for the earth sciences: A comprehensive approach to remote sensing, climate science, and geosciences. Hoboken, New Jersey: John Wiley & Sons Ltd.
17Camps-Valls, G., Zhu, X. X., Tuia, D., Reichstein, M. (2021). Introduction. In G. Camps-Valls, D. Tuia, X. X. Zhu, M. Reichstein (Eds.), Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences. Hoboken, New Jersey: John Wiley & Sons Ltd.
18Cochavi, A., Amer, M., Stern, R., Tatarinov, F., Migliavacca, M., Yakir, D. (2021). Differential responses to two heatwave intensities in a Mediterranean citrus orchard are identified by combining measurements of fluorescence and carbonyl sulfide (COS) and CO2 uptake. New Phytologist, 230(4), 1394-1406. doi:10.1111/nph.17247.
19Cortés, J., Mahecha, M. D., Reichstein, M., Myneni, R. B., Chen, C., Brenning, A. (2021). Where are global vegetation greening and browning trends significant? Geophysical Research Letters, 48(6): e2020GL091496. doi:10.1029/2020GL091496.
20Cui, J., Yang, H., Huntingford, C., Kooperman, G. J., Lian, X., He, M., Piao, S. (2021). Vegetation response to rising CO2 amplifies contrasts in water resources between global wet and dry land areas. Geophysical Research Letters, 48(14): e2021GL094293. doi:10.1029/2021GL094293.
21Deb Burman, P. K., Chakraborty, S., El-Madany, T. S., Ramasubramanian, R., Gogoi, N., Gnanamoorthy, P., Murkute, C., Nagarajan, R., Karipot, A. (2021). A comparative study of ecohydrologies of a tropical mangrove and a broadleaf deciduous forest using eddy covariance measurement. Meteorology and Atmospheric Physics, 134: 4. doi:10.1007/s00703-021-00840-y.
22Denissen, J. M. C., Orth, R., Wouters, H., Miralles, D. G., van Heerwaarden, C. C., de Arellano, J.-V.-G., Teuling, A. J. (2021). Soil moisture signature in global weather balloon soundings. npj Climate and Atmospheric Science, 4: 13. doi:10.1038/s41612-021-00167-w.
23Dursow, A., Morris, K. A., Nair, R. (2021). Direct observation of subterranean refugium use by Epidalea calamita (Natterjack Toad) in a dehesa ecosystem in Extremadura, Spain. Herpetology Notes, 14, 1203-1205. Retrieved from
24El-Madany, T. S., Reichstein, M., Carrara, A., Martín, M. P., Moreno, G., Gonzalez-Cascon, R., Peñuelas, J., Ellsworth, D. S., Burchard-Levine, V., Hammer, T. W., Knauer, J., Knauer, J., Kolle, O., Luo, Y., Pacheco-Labrador, J., Nelson, J. A., Perez-Priego, O., Rolo, V., Wutzler, T., Migliavacca, M. (2021). How nitrogen and phosphorus availability change water use efficiency in a Mediterranean savanna ecosystem. Journal of Geophysical Research: Biogeosciences, 126(5): e2020JG006005. doi:10.1029/2020JG006005.
25Ermitão, T., Gouveia, C. M., Bastos, A., Russo, A. C. (2021). Vegetation productivity losses linked to mediterranean hot and dry events. Remote Sensing, 13(19): 4010. doi:10.3390/rs13194010.
26Estupinan-Suarez, L. M., Gans, F., Brenning, A., Gutierrez-Velez, V. H., Londono, M. C., Pabon-Moreno, D. E., Poveda, G., Reichstein, M., Reu, B., Sierra, C., Weber, U., Mahecha, M. D. (2021). A regional earth system data lab for understanding ecosystem dynamics: An example from tropical South America. Frontiers in Earth Science, 9: 613395. doi:10.3389/feart.2021.613395.
27Flach, M., Brenning, A., Gans, F., Reichstein, M., Sippel, S., Mahecha, M. D. (2021). Vegetation modulates the impact of climate extremes on gross primary production. Biogeosciences, 18(1), 39-53. doi:10.5194/bg-18-39-2021.
28Franz, M., Zaehle, S. (2021). Competing effects of nitrogen deposition and ozone exposure on northern hemispheric terrestrial carbon uptake and storage, 1850–2099. Biogeosciences, 18(10), 3219-3241. doi:10.5194/bg-18-3219-2021.
29Fu, Z., Ciais, P., Makowski, D., Bastos, A., Stoy, P. C., Ibrom, A., Knohl, A., Migliavacca, M., Cuntz, M., Šigut, L., Peichl, M., Loustau, D., El-Madany, T. S., Buchmann, N., Gharun, M., Janssens, I., Markwitz, C., Grünwald, T., Rebmann, C., Mölder, M., Varlagin, A., Mammarella, I., Kolari, P., Bernhofer, C., Heliasz, M., Vincke, C., Pitacco, A., Cremonese, E., Foltýnová, L., Wigneron, J.-P. (2021). Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems. Global Change Biology. doi:10.1111/gcb.16050.
30Gampe, D., Zscheischler, J., Reichstein, M., O’Sullivan, M., Smith, W. K., Sitch, S., Buermann, W. (2021). Increasing impact of warm droughts on northern ecosystem productivity over recent decades. Nature Climate Change, 11, 772-779. doi:10.1038/s41558-021-01112-8.
31Gottfriedsen, J., Berrendorf, M., Gentine, P., Hassler, B., Reichstein, M., Weigel, K., Eyring, V. (2021). On the generalization of agricultural drought classification from climate data. arXiv. Retrieved from
32Hao, D., Zeng, Y., Qiu, H., Biriukova, K., Celesti, M., Migliavacca, M., Rossini, M., Asrar, G. R., Chen, M. (2021). Practical approaches for normalizing directional solar-induced fluorescence to a standard viewing geometry. Remote Sensing of Environment, 255: 112171. doi:10.1016/j.rse.2020.112171.
33Hartung, K., Bastos, A., Chini, L., Ganzenmüller, R., Havermann, F., Hurtt, G. C., Loughran, T., Nabel, J. E., Nützel, T., Obermeier, W. A., Pongratz, J. (2021). Bookkeeping estimates of the net land-use change flux – a sensitivity study with the CMIP6 land-use dataset. Earth System Dynamics, 12(2), 763-782. doi:10.5194/esd-12-763-2021.
34Hohmann, C., Kirchengast, G., O, S., Rieger, W., Foelsche, U. (2021). Small catchment runoff sensitivity to station density and spatial interpolation: Hydrological modeling of heavy rainfall using a dense rain Gauge network. Water, 13(10): 1381. doi:10.3390/w13101381.
35Hornero, A., North, P. R. J., Zarco-Tejad, P. J., Rascher, U., Martín, M. P., Migliavacca, M., Hernandez-Clemente, R. (2021). Assessing the contribution of understory sun-induced chlorophyll fluorescence through 3-D radiative transfer modelling and field data. Remote Sensing of Environment, 253: 112195. doi:10.1016/j.rse.2020.112195.
36Humphrey, V., Berg, A., Ciais, P., Gentine, P., Jung, M., Reichstein, M., Seneviratne, S. I., Frankenberg, C. (2021). Soil moisture–atmosphere feedback dominates land carbon uptake variability. Nature, 592, 65-69. doi:10.1038/s41586-021-03325-5.
37Kim, Y., Garcia, M., Morillas, L., Weber, U., Black, T. A., Johnson, M. S. (2021). Relative humidity gradients as a key constraint on terrestrial water and energy fluxes. Hydrology and Earth System Sciences, 25(9), 5175-5191. doi:10.5194/hess-25-5175-2021.
38Kraft, B., Besnard, S., Koirala, S. (2021). Emulating ecological memory with recurrent neural networks. In G. Camps-Valls, D. Tuia, X. X. Zhu, M. Reichstein (Eds.), Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences (pp. 269-281). Hoboken, New Jersey: John Wiley & Sons Ltd.
39Kraft, B., Jung, M., Körner, M., Koirala, S., Reichstein, M. (2021). Towards hybrid modeling of the global hydrological cycle. Hydrology and Earth System Sciences Discussions. doi:10.5194/hess-2021-211.
40Krich, C., Migliavacca, M., Miralles, D. G., Kraemer, G., El-Madany, T. S., Reichstein, M., Runge, J., Mahecha, M. D. (2021). Functional convergence of biosphere-atmosphere interactions in response to meteorological conditions. Biogeosciences, 18(7), 2379-2404. doi:10.5194/bg-18-2379-2021.
41Kroll, J., Denissen, J. M. C., Migliavacca, M., Li, W., Hildebrandt, A., Orth, R. (2021). Spatially varying relevance of hydrometeorological hazards for vegetation productivity extremes. Biogeosciences Discussions. doi:10.5194/bg-2021-206.
42Kwon, M. J., Ballantyne, A. P., Ciais, P., Bastos, A., Chevallier, F., Liu, Z., Green, J. K., Qiu, C., Kimball, J. S. (2021). Siberian 2020 heatwave increased spring CO2 uptake but not annual CO2 uptake. Environmental Research Letters, 16: 124030. doi:10.1088/1748-9326/ac358b.
43Le, G. P., Thiele, J., Westphal, C., Penone, C., Allan, E., Neyret, M., van der Plas, F., Ayasse, M., Bardgett, R. D., Birkhofer, K., Boch, S., Bonkowski, M., Buscot, F., Feldhaar, H., Gaulton, R., Goldmann, K., Gossner, M. M., Klaus, V. H., Kleinebecker, T., Krauss, J., Renner, S., Scherreiks, P., Sikorski, J., Baulechner, D., Blüthgen, N., Bolliger, R., Börschig, C., Busch, V., Chisté, M., Fiore-Donno, A. M., Fischer, M., Arndt, H., Hoelzel, N., John, K., Jung, K., Lange, M., Marzini, C., Overmann, J., Pasalic, E., Perovic, D. J., Prati, D., Schäfer, D., Schöning, I., Schrumpf, M., Sonnemann, I., Steffan-Dewenter, I., Tschapka, M., Türke, M., Vogt, J., Wehner, K., Weiner, C., Weisser, W., Wells, K., Werner, M., Wolters, V., Wubet, T., Wurst, S., Zaitsev, A. S., Manning, P. (2021). Contrasting responses of above- and belowground diversity to multiple components of land-use intensity. Nature Communications, 12: 3918. doi:10.1038/s41467-021-23931-1.
44Li, P., Liu, Z., Zhou, X., Xie, B., Li, Z., Luo, Y., Zhu, Q., Peng, C. (2021). Combined control of multiple extreme climate stressors on autumn vegetation phenology on the Tibetan Plateau under past and future climate change. Agricultural and Forest Meteorology, 308-309: 108571. doi:10.1016/j.agrformet.2021.108571.
45Li, W., Migliavacca, M., Forkel, M., Walther, S., Reichstein, M., Orth, R. (2021). Revisiting global vegetation controls using multi-layer soil moisture. Geophysical Research Letters, 48(11): e2021GL092856. doi:10.1029/2021GL092856.
46Li, X., O, S., Wang, N., Liu, L., Huang, Y. (2021). Evaluation of the GPM IMERG V06 products for light rain over Mainland China. Atmospheric Research, 253: 105510. doi:10.1016/j.atmosres.2021.105510.
47Linscheid, N., Mahecha, M. D., Rammig, A., Carvalhais, N., Gans, F., Nelson, J. A., Walther, S., Weber, U., Reichstein, M. (2021). Time–scale dependent relations between Earth Observation based proxies of vegetation productivity. Geophysical Research Letters, 48(24): e2021GL093285. doi:10.1029/2021GL093285.
48Loughran, T., Boysen, L., Bastos, A., Hartung, K., Havermann, F., Li, H., Nabel, J. E. M. S., Obermeier, W. A., Pongratz, J. (2021). Past and future climate variability uncertainties in the global carbon budget using the MPI Grand Ensemble. Global Biogeochemical Cycles, 35(8): e2021GB007019. doi:10.1029/2021GB007019.
49Mäder, P., Boho, D., Rzanny, M., Seeland, M., Wittich, H. C., Deggelmann, A., Wäldchen, J. (2021). The Flora Incognita app – interactive plant species identfication. Methods in Ecology and Evolution, 12(7), 1335-1342. doi:10.1111/2041-210X.13611.
50Mahecha, M. D., Rzanny, M., Kraemer, G., Mäder, P., Seeland, M., Wäldchen, J. (2021). Crowd-sourced plant occurrence data provide a reliable description of macroecological gradients. Ecography, 44(8), 1131-1142. doi:10.1111/ecog.05492.
51Marañón-Jiménez, S., Radujkovic, D., Verbruggen, E., Grau, O., Cuntz, M., Peñuelas, J., Richter, A., Schrumpf, M., Rebmann, C. (2021). Shifts in the abundances of saprotrophic and ectomycorrhizal fungi with altered leaf litter inputs. Frontiers in Plant Science, 12: 682142. doi:10.3389/fpls.2021.682142.
52Martin, M. A., Sendra, O. A., Bastos, A., Bauer, N., Bertram, C., Blenckner, T., Bowen, K., Brando, P. M., Rudolph, T. B., Büchs, M., Bustamante, M., Chen, D., Cleugh, H., Dasgupta, P., Denton, F., Donges, J. F., Donkor, F. K., Duan, H., Duarte, C. M., Ebi, K. L., Edwards, C. M., Engel, A., Fisher, E., Fuss, S., Gaertner, J., Gettelman, A., Girardin, C. A., Golledge, N. R., Green, J. F., Grose, M. R., Hashizume, M., Hebden, S., Hepach, H., Hirota, M., Hsu, H.-H., Kojima, S., Lele, S., Lorek, S., Lotze, H. K., Matthews, H. D., McCauley, D., Mebratu, D., Mengis, N., Nolan, R. H., Pihl, E., Rahmstorf, S., Redman, A., Reid, C. E., Rockström, J., Rogelj, J., Saunois, M., Sayer, L., Schlosser, P., Sioen, G. B., Spangenberg, J. H., Stammer, D., Sterner, T. N., Stevens, N., Thonicke, K., Tian, H., Winkelmann, R., Woodcock, J. (2021). Ten new insights in climate science 2021: a horizon scan. Global Sustainability, 4(e25), 1-20. doi:10.1017/sus.2021.25.
53Martini, D., Sakowska, K., Wohlfahrt, G., Pacheco-Labrador, J., van der Tol, C., Porcar-Castell, A., Magney, T. S., Carrara, A., Colombo, R., El-Madany, T. S., Gonzalez-Cascon, R., Martín, M. P., Julitta, T., Moreno, G., Rascher, U., Reichstein, M., Rossini, M., Migliavacca, M. (2021). Heatwave breaks down the linearity between sun-inducedfluorescence and gross primary production. New Phytologist. doi:10.1111/nph.17920.
54Mateo-García, G., Laparra, V., Requena Mesa, C., Gómez-Chova, L. (2021). Generative adversarial networks in the Geosciences. In G. Camps-Valls, D. Tuia, X. X. Zhu, M. Reichstein (Eds.), Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences (pp. 24-36). Hoboken, New Jersey: John Wiley & Sons Ltd.
55Meier, R., Davin, E. L., Bonan, G. B., Lawrence, D. M., Hu, X., Duveiller, G., Prigent, C., Seneviratne, S. I. (2021). Impacts of a revised surface roughness parameterization in the community land model 5.1. Geoscientific Model Development Discussions. doi:10.5194/gmd-2021-300.
56Migliavacca, M., Musavi, T., Mahecha, M. D., Nelson, J. A., Knauer, J., Baldocchi, D. D., Perez-Priego, O., Christiansen, R., Peters, J., Anderson, K., Bahn, M., Black, T. A., Blanken, P. D., Bonal, D., Buchmann, N., Caldararu, S., Carrara, A., Carvalhais, N., Cescatti, A., Chen, J., Cleverly, J., Cremonese, E., Desai, A. R., El-Madany, T. S., Farella, M. M., Fernández-Martínez, M., Filippa, G., Forkel, M., Galvagno, M., Gomarasca, U., Gough, C. M., Göckede, M., Ibrom, A., Ikawa, H., Janssens, I. A., Jung, M., Kattge, J., Keenan, T. F., Knohl, A., Kobayashi, H., Kraemer, G., Law, B. E., Liddell, M. J., Ma, X., Mammarella, I., Martini, D., Macfarlane, C., Matteucci, G., Montagnani, L., Pabon-Moreno, D. E., Panigada, C., Papale, D., Pendall, E., Penuelas, J., Phillips, R. P., Reich, P. B., Rossini, M., Rotenberg, E., Scott, R. L., Stahl, C., Weber, U., Wohlfahrt, G., Wolf, S., Wright, I. J., Yakir, D., Zaehle, S., Reichstein, M. (2021). The three major axes of terrestrial ecosystem function. Nature, 598, 468-472. doi:10.1038/s41586-021-03939-9.
57Munassar, S., Rödenbeck, C., Koch, F.-T., Totsche, K. U., Galkowski, M., Walther, S., Gerbig, C. (2021). NEE estimates 2006–2019 over Europe from a pre-operational ensemble-inversion system. Atmospheric Chemistry and Physics Discussions. doi:10.5194/acp-2021-873.
58Nepal, S., Khatiwada, K. R., Pradhananga, S., Kralisch, S., Samyn, D., Bromand, M. T., Jamal, N., Dildar, M., Durrani, F., Rassouly, F., Azizi, F., Salehi, W., Malikzooi, R., Krause, P., Koirala, S., Chevallier, P. (2021). Future snow projections in a small basin of the Western Himalaya. Science of the Total Environment, 795: 148587. doi:10.1016/j.scitotenv.2021.148587.
59Neyret, M., Fischer, M., Allan, E., Hölzel, N., Klaus, V. H., Kleinebecker, T., Krauss, J., Le Provost, G., Peter, S., Schenk, N., Simons, N. K., van der Plas, F., Binkenstein, J., Börshig, C., Jung, K., Prati, D., Schäfer, D., Schäfer, M., Schöning, I., Schrumpf, M., Tschapka, M., Westphal, C., Manning, P. (2021). Landscape management for grassland multifunctionality. bioRxiv. doi:10.1101/2020.07.17.208199.
60Neyret, M., Fischer, M., Allan, E., Hölzel, N., Klaus, V. H., Kleinebecker, T., Krauss, J., Le Provost, G., Schenk, S. P. N., Simons, N. K., van der Plas, F., Binkenstein, J., Börschig, C., Jung, K., Prati, D., Schäfer, D., Schäfer, M., Schöning, I., Schrumpf, M., Tschapka, M., Westphal, C., Manning, P. (2021). Assessing the impact of grassland management on landscape multifunctionality. Ecosystem Services, 52: 101366. doi:10.1016/j.ecoser.2021.101366.
61O, S., Orth, R. (2021). Global soil moisture data derived through machine learning trained with in-situ measurements. Scientific Data, 8: 170. doi:10.1038/s41597-021-00964-1.
62Obermeier, W. A., Nabel, J. E. M. S., Loughran, T., Hartung, K., Bastos, A., Havermann, F., Anthoni, P., Arneth, A., Goll, D. S., Lienert, S., Lombardozzi, D., Luyssaert, S., McGuire, P. C., Melton, J. R., Poulter, B., Sitch, S., Sullivan, M. O., Tian, H., Walker, A. P., Wiltshire, A. J., Zaehle, S., Pongratz, J. (2021). Modelled land use and land cover change emissions – A spatio-temporal comparison of different approaches. Earth System Dynamics, 12(2), 635-670. doi:10.5194/esd-12-635-2021.
63Oelmann, Y., Lange, M., Leimer, S., Roscher, C., Aburto, F., Alt, F., Bange, N., Berner, D., Boch, S., Boeddinghaus, R. S., Buscot, F., Dassen, S., Deyn, G. D., Eisenhauer, N., Gleixner, G., Goldmann, K., Hölzel, N., Jochum, M., Kandeler, E., Klaus, V. H., Kleinebecker, T., Le Provost, G., Manning, P., Marhan, S., Prati, D., Schäfer, D., Schöning, I., Schrumpf, M., Schurig, E., Wagg, C., Wubet, T., Wilcke, W. (2021). Above- and belowground biodiversity jointly tighten the P cycle in agricultural grasslands. Nature Communications, 12: 4431. doi:10.1038/s41467-021-24714-4.
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