Max Planck Gesellschaft

Publications of the Empirical Inference Group:

1Cortés, J., Mahecha, M. D., Reichstein, M., Brenning, A. (2020). Accounting for multiple testing in the analysis of spatio-temporal environmental data. Environmental and Ecological Statistics, 27, 293-318. doi:10.1007/s10651-020-00446-4.
2Heckel, K., Urban, M., Schratz, P., Mahecha, M. D., Schmullius, C. (2020). Predicting forest cover in distinct ecosystems: The potential of multi-source sentinel-1 and -2 data fusion. Remote Sensing, 12(2): 302. doi:10.3390/rs12020302.
3Jung, M., Schwalm, C., Migliavacca, M., Walther, S., Camps-Valls, G., Koirala, S., Anthoni, P., Besnard, S., Bodesheim, P., Carvalhais, N., Chevallier, F., Gans, F., Goll, D. S., Haverd, V., Koehler, P., Ichii, K., Jain, A. K., Liu, J., Lombardozzi, D., Nabel, J. E. M. S., Nelson, J. A., O’Sullivan, M., Pallandt, M., Papale, D., Peters, W., Pongratz, J., Rödenbeck, C., Sitch, S., Tramontana, G., Walker, A., Weber, U., Reichstein, M. (2020). Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach. Biogeosciences, 17(5), 1343-1365. doi:10.5194/bg-17-1343-2020.
4Kraemer, G., Camps-Valls, G., Reichstein, M., Mahecha, M. D. (2020). Summarizing the state of the terrestrial biosphere in few dimensions. Biogeosciences, 17(9), 2397-2424. doi:10.5194/bg-17-2397-2020.
5Kraemer, G., Reichstein, M., Camps-Valls, G., Smits, J., Mahecha, M. D. (2020). The low dimensionality of development. Social Indicators Research, 150, 999-1020. doi:10.1007/s11205-020-02349-0.
6Krich, C., Runge, J., Miralles, D. G., Migliavacca, M., Perez-Priego, O., El-Madany, T. S., Carrara, A., Mahecha, M. D. (2020). Estimating causal networks in biosphere–atmosphere interaction with the PCMCI approach. Biogeosciences, 17(4), 1033-1061. doi:10.5194/bg-17-1033-2020.
7Linscheid, N., Estupinan-Suarez, L. M., Brenning, A., Carvalhais, N., Cremer, F., Gans, F., Rammig, A., Reichstein, M., Sierra, C., Mahecha, M. D. (2020). Towards a global understanding of vegetation–climate dynamics at multiple timescales. Biogeosciences, 17(4), 945-962. doi:10.5194/bg-17-945-2020.
8Liu, J., Ma, X., Duan, Z., Jiang, J., Reichstein, M., Jung, M. (2020). Impact of temporal precipitation variability on ecosystem productivity. Wiley Interdisciplinary Reviews Water, e1481. Retrieved from https://onlinelibrary.wiley.com/doi/full/10.1002/wat2.1481.
9Luo, Y., El-Madany, T. S., Ma, X., Nair, R. K. F., Jung, M., Weber, U., Filippa, G., Bucher, S. F., Moreno, G., Cremonese, E., Carrara, A., Gonzalez-Cascon, R., Escudero, Y. C., Galvagno, M., Pacheco-Labrador, J., Martín, M. P., Perez-Priego, O., Reichstein, M., Richardson, A. D., Menzel, A., Römermann, C., Migliavacca, M. (2020). Nutrients and water availability constrain the seasonality of vegetation activity in a Mediterranean ecosystem. Global Change Biology, 26(8), 4379-4400. doi:10.1111/gcb.15138.
10Ma, X., Migliavacca, M., Wirth, C., Bohn, F. J., Huth, A., Richter, R., Mahecha, M. D. (2020). Monitoring plant functional diversity using the reflectance and echo from space. Remote Sensing, 12(8): 1248. doi:10.3390/rs12081248.
11Mahecha, M. D., Gans, F., Brandt, G., Christiansen, R., Cornell, S. E., Fomferra, N., Kraemer, G., Peters, J., Bodesheim, P., Camps-Valls, G., Donges, J. F., Dorigo, W., Estupiñan-Suarez, L., Gutierrez-Velez, V. H., Gutwin, M., Jung, M., Londoño, M. C., Miralles, D. G., Papastefanou, P., Reichstein, M. (2020). Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics, 11(1), 201-234. doi:10.5194/esd-11-201-2020.
12Pabon-Moreno, D. E., Musavi, T., Migliavacca, M., Reichstein, M., Römermann, C., Mahecha, M. D. (2020). Ecosystem physio-phenology revealed using circular statistics. Biogeosciences, 17(15), 3991-4006. doi:10.5194/bg-17-3991-2020.
13García, Y. G., Shadaydeh, M., Mahecha, M. D., Denzler, J. (2019). Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model. Natural Hazards, 98(3), 849-867. doi:10.1007/s11069-018-3415-8.
14Jin, J., Ma, X., Chen, H., Wang, H., Kang, X., Wang, X., Wang, Y., Yong, B., Guo, F. (2019). Grassland production in response to changes in biological metrics over the Tibetan Plateau. Science of the Total Environment, 666, 641-651. doi:10.1016/j.scitotenv.2019.02.293.
15Jung, M., Koirala, S., Weber, U., Ichii, K., Gans, F., Camps-Valls, G., Papale, D., Schwalm, C., Tramontana, G., Reichstein, M. (2019). The FLUXCOM ensemble of global land-atmosphere energy fluxes. Scientific Data, 6: 74. doi:10.1038/s41597-019-0076-8.
16Kraft, B., Jung, M., Körner, M., Requena Mesa, C., Cortés, J., Reichstein, M. (2019). Identifying dynamic memory effects on vegetation state using recurrent neural networks. Frontiers in Big Data, 2: 31. doi:10.3389/fdata.2019.00031.
17Ma, X., Mahecha, M. D., Migliavacca, M., van der Plas, F., Benavides, R., Ratcliffe, S., Kattge, J., Richter, R., Musavi, T., Baeten, L., Barnoaiea, I., Bohn, F. J., Bouriaud, O., Bussotti, F., Coppi, A., Domisch, T., Huth, A., Jaroszewicz, B., Joswig, J., Pabon-Moreno, D. E., Papale, D., Selvi, F., Laurin, G. V., Valladares, F., Reichstein, M., Wirth, C. (2019). Inferring plant functional diversity from space: the potential of Sentinel-2. Remote Sensing of Environment, 233: 111368. doi:10.1016/j.rse.2019.111368.
18Mahecha, M. D., Guha-Sapir, D., Smits, J., Gans, F., Kraemer, G. (2019). Data challenges limit our global understanding of humanitarian disasters triggered by climate extremes. In J. Sillmann, S. Sippel, S. Russo (Eds.), Climate Extremes and Their Implications for Impact and Risk Assessment (pp. 243-256). Amsterdam: Elsevier.
19Requena-Mesa, C., Reichstein, M., Mahecha, M. D., Kraft, B., Denzler, J. (2019). Predicting landscapes from environmental conditions using generative networks. In G. Goos, J. Hartmanis (Eds.), Pattern Recognition (pp. 203-217). Cham: Springer. doi:10.1007/978-3-030-33676-9_14.
20Runge, J., Bathiany, S., Bollt, E., Camps-Valls, G., Coumou, D., Deyle, E., Glymour, C., Kretschmer, M., Mahecha, M. D., Muñoz-Marí, J., van Nes, E. H., Peters, J., Quax, R., Reichstein, M., Scheffer, M., Schölkopf, B., Spirtes, P., Sugihara, G., Sun, J., Zhang, K., Zscheischler, J. (2019). Inferring causation from time series in Earth system sciences. Nature Communications, 10: 2553. doi:10.1038/s41467-019-10105-3.
21Babst, F., Bodesheim, P., Charney, N., Friend, A. D., Girardin, M. P., Klesse, S., Moore, D. J., Seftigen, K., Björklund, J., Bouriaud, O., Dawson, A., DeRose, R. J., Dietze, M. C., Eckes, A. H., Enquist, B., Frank, D. C., Mahecha, M. D., Poulter, B., Record, S., Trouet, V., Turton, R. H., Zhang, Z., Evans, M. E. (2018). When tree rings go global: Challenges and opportunities for retro- and prospective insight. Quaternary Science Reviews, 197, 1-20. doi:10.1016/j.quascirev.2018.07.009.
22Bodesheim, P., Jung, M., Gans, F., Mahecha, M. D., Reichstein, M. (2018). Upscaled diurnal cycles of land-atmosphere fluxes: a new global half-hourly data product. Earth System Science Data, 10, 1327-1365. doi:10.5194/essd-10-1327-2018.
23Bruelheide, H., Dengler, J., Purschke, O., Lenoir, J., Jiménez-Alfaro, B., Hennekens, S. M., Botta-Dukát, Z., Chytrý, M., Field, R., Jansen, F., Kattge, J., Pillar, V. D., Schrodt, F., Mahecha, M. D., Peet, R. K., Sandel, B., van Bodegom, P., Altman, J., Davila, E. A., Khan, M. A. S. A., Attorre, F., Aubin, I., Baraloto, C., Barroso, J. G., Bauters, M., Bergmeier, E., Biurrun, I., Bjorkman, A. D., Blonder, B., Carni, A., Cayuela, L., Cerný, T., Cornelissen, J. H. C., Craven, D., Dainese, M., Derroire, G., Sanctis, M. D., Díaz, S., Doležal, J., Farfan-Rios, W., Feldpausch, T. R., Fenton, N. J., Garnier, E., Guerin, G. R., Gutiérrez, A. G., Haider, S., Hattab, T., Henry, G., Hérault, B., Higuchi, P., Hölzel, N., Homeier, J., Jentsch, A., Jürgens, N., Kacki, Z., Karger, D. N., Kessler, M., Kleyer, M., Knollová, I., Korolyuk, A. Y., Kühn, I., Laughlin, D. C., Lens, F., Loos, J., Louault, F., Lyubenova, M. I., Malhi, Y., Marcenò, C., Mencuccini, M., Müller, J. V., Munzinger, J., Myers-Smith, I. H., Neill, D. A., Niinemets, Ü., Orwin, K. H., Ozinga, W. A., Penuelas, J., Pérez-Haase, A., Petrík, P., Phillips, O. L., Pärtel, M., Reich, P. B., Römermann, C., Rodrigues, A. V., Sabatini, F. M., Sardans, J., Schmidt, M., Seidler, G., Espejo, J. E. S., Silveira, M., Smyth, A., Sporbert, M., Svenning, J.-C., Tang, Z., Thomas, R., Tsiripidis, I., Vassilev, K., Violle, C., Virtanen, R., Weiher, E. (2018). Global trait–environment relationships of plant communities. Nature Ecology & Evolution, 2, 1906-1917. doi:10.1038/s41559-018-0699-8.
24Cremer, F., Urbazaev, M., Berger, C., Mahecha, M. D., Schmullius, C., Thiel, a. C. (2018). An image transform based on temporal decomposition. IEEE Geoscience and Remote Sensing Letters, 15(4), 537-541. doi:10.1109/LGRS.2018.2791658.
25Flach, M., Sippel, S., Gans, F., Bastos, A., Brenning, A., Reichstein, M., Mahecha, M. D. (2018). Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian Heatwave. Biogeosciences, 16, 6067-6085. doi:10.5194/bg-15-6067-2018.
26García, Y. G., Shadaydeh, M., Mahecha, M. D., Reichstein, M., Denzler, J. (2018). BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere. In BigSkyEarth conference: AstroGeoInformatics (pp. 1-6).
27Kraemer, G., Reichstein, M., Mahecha, M. D. (2018). dimRed and coRanking—unifying dimensionality reduction in R. R Journal, 10(1), 342-358. doi:10.32614/RJ-2018-039.
28Luo, Y., El-Madany, T. S., Filippa, G., Ma, X., Ahrens, B., Carrara, A., Gonzalez-Cascon, R., Cremonese, E., Galvagno, M., Hammer, T. W., Pacheco-Labrador, J., Martín, M. P., Moreno, G., Pérez-Priego, O., Reichstein, M., Richardson, A. D., Römermann, C., Migliavacca, M. (2018). Using near-infrared-enabled digital repeat photography to track structural and physiological phenology in mediterranean tree–grass ecosystems. Remote Sensing, 10(8): 1293. doi:10.3390/rs10081293.
29Reichstein, M., Besnard, S., Carvalhais, N., Gans, F., Jung, M., Kraft, B., Mahecha, M. D. (2018). Modelling landsurface time-series with recurrent neural nets. In 2018 IEEE International geoscience and remote sensing symposium (IGARSS) (pp. 7640-7643). 2018: Valencia. doi:10.1109/IGARSS.2018.8518007.
30Requena-Mesa, C., Reichstein, M., Mahecha, M. D., Kraft, B., Denzler, J. (2018). Predicting landscapes as seen from space from environmental conditions. In 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 1768-1771). doi:10.1109/IGARSS.2018.8519427.
31Sippel, S., El-Madany, T. S., Migliavacca, M., Mahecha, M. D., Carrara, A., Flach, M., Kaminski, T., Otto, F. E. L., Thonicke, K., Vossbeck, M., Reichstein, M. (2018). Warm winter, wet spring, and an extreme response in ecosystem functioning on the Iberian Peninsula. Bulletin of the American Meteorological Society, 99(1), S80-S85. doi:10.1175/BAMS-D-17-0135.1.
32Sippel, S., Reichstein, M., Ma, X., Mahecha, M. D., Lange, H., Flach, M., Frank, D. (2018). Drought, heat, and the carbon cycle: a review. Current Climate Change Reports, 4(3), 266-286. doi:10.1007/s40641-018-0103-4.
33Vaglio Laurin, G., Vittucci, C., Tramontana, G., Bodesheim, P., Ferrazzoli, P., Guerriero, L., Jung, M., Mahecha, M. D., Papale, D. (2018). SMOS vegetation optical depth and ecosystem functional properties: Exploring their relationships in tropical forests. In IEEE International Geoscience and Remote Sensing Symposium 2018 (pp. 5891-5894).
34von Buttlar, J., Zscheischler, J., Rammig, A., Sippel, S., Reichstein, M., Knohl, A., Jung, M., Menzer, O., Arain, M. A., Buchmann, N., Cescatti, A., Gianelle, D., Kieley, G., Law, B. E., Magliulo, V., Margolis, H., McCaughey, H., Merbold, L., Migliavacca, M., Montagnani, L., Oechel, W., Pavelka, M., Peichl, M., Rambal, S., Raschi, A., Scott, R. L., Vaccari, F. P., van Gorsel, E., Varlagin, A., Wohlfahrt, G., Mahecha, M. D. (2018). Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15(5), 1293-1318. doi:10.5194/bg-15-1293-2018.
35Zhang, X., Wang, N., Xie, Z., Ma, X., Huete, A. (2018). Water loss due to increasing planted vegetation over the Badain Jaran Desert, China. Remote Sensing, 10(1): 134. doi:10.3390/rs10010134.
36Babst, F., Poulter, B., Bodesheim, P., Mahecha, M. D., Frank, D. C. (2017). Improved tree-ring archives will support earth-system science. Nature Ecology & Evolution, 1: 0008. doi:10.1038/s41559-016-0008.
37Flach, M., Gans, F., Brenning, A., Denzler, J., Reichstein, M., Rodner, E., Bathiany, S., Bodesheim, P., Guanche, Y., Sippel, S., Mahecha, M. D. (2017). Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques. Earth System Dynamics, 8(3), 677-696. doi:10.5194/esd-8-677-2017.
38Ilie, I., Dittrich, P., Carvalhais, N., Jung, M., Heinemeyer, A., Migliavacca, M., Morison, J. I. L., Sippel, S., Subke, J.-A., Wilkinson, M., Mahecha, M. D. (2017). Reverse engineering model structures for soil and ecosystem respiration: the potential of gene expression programming. Geoscientific Model Development, 10(9), 3519-3545. doi:10.5194/gmd-10-3519-2017.
39Kwon, M. J., Beulig, F., Ilie, I., Wildner, M., Küsel, K., Merbold, L., Mahecha, M. D., Zimov, N., Zimov, S. A., Heimann, M., Schuur, E. A. G., Kostka, J. E., Kolle, O., Hilke, I., Göckede, M. (2017). Plants, microorganisms, and soil temperatures contribute to a decrease in methane fluxes on a drained Arctic floodplain. Global Change Biology, 23(6): 13558, pp. 2396-2412. doi:10.1111/gcb.13558.
40Mahecha, M. D., Gans, F., Sippel, S., Donges, J. F., Kaminski, T., Metzger, S., Migliavacca, M., Papale, D., Rammig, A., Zscheischler, J. (2017). Detecting impacts of extreme events with ecological in situ monitoring networks. Biogeosciences, 14(18), 4255-4277. doi:10.5194/bg-14-4255-2017.
41Mathieu, P.-P., Borgeaud, M., Desnons Rast M., Y.-L., Brockmann, C., See, L., Fritz, S., Kapur, R., Mahecha, M. D., Benz, U. (2017). The ESA's Earth Observation Open Science Program. IEEE Geoscience and Remote Sensing Magazine, 5(2), 86-96. doi:10.1109/MGRS.2017.2688704.
42Migliavacca, M., Pérez-Priego, O., Rossini, M., El-Madany, T. S., Moreno, G., van der Tol, C., Rascher, U., Berninger, A., Bessenbacher, V., Burkart, A., Carrara, A., Fava, F., Guan, J.-H., Hammer, T. W., Henkel, K., Juarez-Alcalde, E., Julitta, T., Kolle, O., Martin, M. P., Musavi, T., Pacheco-Labrador, J., Perez-Burgueno, A., Wutzler, T., Zaehle, S., Reichstein, M. (2017). Plant functional traits and canopy structure control the relationship between photosynthetic CO2 uptake and far-red sun-induced fluorescence in a Mediterranean grassland under different nutrient availability. New Phytologist, 214(3), 1078-1091. doi:10.1111/nph.14437.
43Musavi, T., Migliavacca, M., Reichstein, M., Kattge, J., Wirth, C., Black, T. A., Janssens, I., Knohl, A., Loustau, D., Roupsard, O., Varlagin, A., Rambal, S., Cescatti, A., Gianelle, D., Kondo, H., Tamrakar, R., Mahecha, M. D. (2017). Stand age and species richness dampen interannual variation of ecosystem-level photosynthetic capacity. Nature Ecology & Evolution, 1(2): 0048. doi:10.1038/s41559-016-0048.
44O’Brien, M. J., Engelbrecht, B. M. J., Joswig, J., Pereyra, G., Schuldt, B., Jansen, S., Kattge, J., Landhäusser, S. M., Levick, S. R., Preisler, Y., Väänänen, P., Macinnis-Ng, C. (2017). A synthesis of tree functional traits related to drought-induced mortality in forests across climatic zones. Journal of Applied Ecology, 54(6), 1669-1686. doi:10.1111/1365-2664.12874.
45Pappas, C., Mahecha, M. D., Frank, D. C., Babst, F., Koutsoyiannis, D. (2017). Ecosystem functioning is enveloped by hydrometeorological variability. Nature Ecology & Evolution, 1(9), 1263-1270. doi:10.1038/s41559-017-0277-5.
46Rodner, E., Freytag, A., Bodesheim, P., Fröhlich, B., Denzler, J. (2017). Large-scale Gaussian process inference with generalized histogram intersection kernels for visual recognition tasks. International Journal of Computer Vision, 121(2), 253-280. doi:10.1007/s11263-016-0929-y.
47Sierra, C., Mahecha, M. D., Poveda, G., Álvarez-Dávila, E., Gutierrez-Velez, V. H., Reuf, B., Feilhauer, H., Anáya, J., Armenteras, D., Benavides, A. M., Buendiak, C., Duque, Á., Estupiñan-Suarez, L. M., González, C., Gonzalez-Caro, S., Jimenez, R., Kraemer, G., Londoño, M. C., Orrego, S. A., Posada, J. M., Ruiz-Carrascalo, D., Skowronek, S. (2017). Monitoring ecological change during rapid socio-economic and political transitions: Colombian ecosystems in the post-conflict era. Environmental Science and Policy, 76, 40-49. doi:10.1016/j.envsci.2017.06.011.
48Sippel, S., Forkel, M., Rammig, A., Thonicke, K., Flach, M., Heimann, M., Otto, F. E. L., Reichstein, M., Mahecha, M. D. (2017). Contrasting and interacting changes in simulated spring and summer carbon cycle extremes in European ecosystems. Environmental Research Letters, 12: 075006. doi:10.1088/1748-9326/aa7398.
49Sippel, S., Zscheischler, J., Heimann, M., Lange, H., Mahecha, M. D., van Oldenborgh, G. J., Otto, F. E. L., Reichstein, M. (2017). Have precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years? Hydrology and Earth System Sciences, 21(1), 441-458. doi:10.5194/hess-21-441-2017.
50Sippel, S., Zscheischler, J., Mahecha, M. D., Orth, R., Reichstein, M., Vogel, M., Seneviratne, S. I. (2017). Refining multi-model projections of temperature extremes by evaluation against land–atmosphere coupling diagnostics. Earth System Dynamics, 8(2), 387-403. doi:10.5194/esd-8-387-2017.
51Zscheischler, J., Mahecha, M. D., Avitabile, V., Calle, L., Carvalhais, N., Ciais, P., Gans, F., Gruber, N., Hartmann, J., Herold, M., Ichii, K., Jung, M., Landschützer, P., Laruelle, G. G., Lauerwald, R., Papale, D., Peylin, P., Poulter, B., Ray, D., Regnier, P., Rödenbeck, C., Roman-Cuesta, R. M., Schwalm, C., Tramontana, G., Tyukavina, A. T., Valentini, R., van der Werf, G., West, T. O., Wolf, J. E., Reichstein, M. (2017). Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences, 14(15), 3685-3703. doi:10.5194/bg-14-3685-2017.
52Dawson, M. N., Axmacher, J. C., Beierkuhnlein, C., Blois, J. L., Bradley, B. A., Cord, A. F., Dengler, J., He, K. S., Heaney, L. S., Jansson, R., Mahecha, M. D., Myers, C., Nogués-Bravo, D., Papadoupoulou, A., Reu, B., Rodríguez-Sánchez, F., Steinbauer, M. J., Stigall, A. (2016). A second horizon scan of biogeography: Golden Ages, Midas touches, and the Red Queen. Frontiers of biogeography, 8(4): e29770. doi:10.21425/F58429770.
53Díaz, S., Kattge, J., Cornelissen, J. H. C., Wright, I. J., Lavorel, S., Dray, S., Reu, B., Kleyer, M., Wirth, C., Prentice, I. C., Garnier, E., Bönisch, G., Westoby, M., Poorter, H., Reich, P. B., Moles, A. T., Dickie, J., Gillison, A. N., Zanne, A. E., Chave, J., Wright, S. J., Sheremetev, S. N., Jactel, H., Baraloto, C., Cerabolini, B., Pierce, S., Shipley, B., Kirkup, D., Casanoves, F., Joswig, J., Günther, A., Falczuk, V., Rüger, N., Mahecha, M. D., Gorné, L. D. (2016). The global spectrum of plant form and function. Nature, 529, 167-171. doi:10.1038/nature16489.
54Guanche Garcia, Y., Rodner, E., Flach, M., Sippel, S., Mahecha, M. D., Denzler, J. (2016). Detecting multivariate biosphere extremes. In A. Banerjee, W. Ding, V. Dy (Eds.), Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC (pp. 9-12). Boulder: National Center for Atmospheric Research.
55Musavi, T., Migliavacca, M., van de Weg, M. J., Kattge, J., Wohlfahrt, G., van Bodegom, P., Reichstein, M., Bahn, M., Carrara, A., Domingues, T., Gavazzi, M., Gianelle, D., Gimeno, C., Granier, A., Gruening, C., Havránková, K., Herbst, M., Hrynkiw, C., Kalhori, A., Kaminski, T., Klumpp, K., Kolari, P., Longdoz, B., Minerbi, S., Montagnani, L., Moors, E., Oechel, W., Reich, P., Rohatyn, S., Rossi, A., Rotenberg, E., Varlagin, A., Wilkinson, M., Wirth, C., Mahecha, M. D. (2016). Potential and limitations of inferring ecosystem photosynthetic capacity from leaf functional traits. Ecology and Evolution, 6(20), 7352-7366. doi:10.1002/ece3.2479.
56Rodner, E., Barz, B., Guanche, Y., Flach, M., Mahecha, M. D., Bodesheim, P., Reichstein, M., Denzler, J. (2016). Maximally divergent intervals for anomaly detection. In ICML 2016 Anomaly Detection Workshop.
57Sippel, S., Lange, H., Mahecha, M. D., Hauhs, M., Bodesheim, P., Kaminski, T., Gans, F., Rosso, O. A. (2016). Diagnosing the dynamics of observed and simulated ecosystem gross primary productivity with time causal information theory quantifiers. PLoS One, 11(10): e0164960. doi:10.1371/journal.pone.0164960.
58Sippel, S., Otto, F. E. L., Flach, M., van Oldenborgh, G. J. (2016). The role of anthropogenic warming in 2015 central european heat waves. Bulletin of the American Meteorological Society, 97(12), S51-S56. doi:10.1175/BAMS-D-16-0150.1.
59Sippel, S., Otto, F. E. L., Forkel, M., Allen, M. R., Guillod, B. P., Heimann, M., Reichstein, M., Seneviratne, S. I., Thonicke, K., Mahecha, M. D. (2016). A novel bias correction methodology for climate impact simulations. Earth System Dynamics, 7(1), 71-88. doi:10.5194/esd-7-71-2016.
60Sippel, S., Zscheischler, J., Reichstein, M. (2016). Ecosystem impacts of climate extremes crucially depend on the timing (commentary). Proc.Natl.Acad.Sci.USA, 113(21), 5768-5770. doi:10.1073/pnas.1605667113.
61Camps-Valls, G., Jung, M., Ichii, K., Papale, D., Tramontana, G., Bodesheim, P., Schwalm, C., Zscheischler, J., Mahecha, M. D., Reichstein, M. (2015). Ranking drivers of global carbon and energy fluxes over land. In IEEE International Symposium on Geoscience and Remote Sensing IGARSS (pp. 4416-4419).
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