Publikationen von M. D. Mahecha

M. D. Mahecha, M. Reichstein, M. Jung, S. I. Seneviratne, Sönke Zaehle, C. Beer, M. C. Braakhekke, N. Carvalhais, H. Lange, G. Le Maire, and E Moors, "Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple time scales," Journal of Geophysical Research: Biogeosciences 115, G02003 (2010).

M. D. Mahecha, A. Martinez, H. Lange, M. Reichstein, and E. Beck, "Identification of characteristic plant co-occurrences in neotropical secondary montane forests," Journal of Plant Ecology 2, 31-41 (2009).

P. C. Stoy, A. D. Richardson, D. D. Baldocchi, G. G. Katul, J. Stanovick, M. D. Mahecha, M. Reichstein, M. Detto, B. E. Law, G. Wohlfahrt, N. Arriga, J. Campos, J. H. Mccaughey, L. Montagnani, K. T. P. U, S. Sevanto, and M. Williams, "Biosphere-atmosphere exchange of CO₂ in relation to climate: a cross-biome analysis across multiple time scales," Biogeosciences 6 (10), 2297-2312 (2009).

M. D. Mahecha and S. Schmidtlein, "Revealing biogeographical patterns by nonlinear ordinations and derived anisotropic spatial filters," Global Ecology and Biogeography 17 (2), 284-296 (2008).

A. D. Richardson, M. D. Mahecha, E. Falge, Jens Kattge, A. M. Moffat, D. Papale, M. Reichstein, V. J. Stauch, B. H. Braswell, G. Churkina, B. Kruijt, and D. Y. Hollinger, "Statistical properties of random CO₂ flux measurement uncertainty inferred from model residuals," Agricultural and Forest Meteorology 148 (1), 38-50 (2008).

M. D. Mahecha, A. Martinez, G. Lischeid, and E. Beck, "Nonlinear dimensionality reduction: Alternative ordination approaches for extracting and visualizing biodiversity patterns in tropical montane forest vegetation data," Ecological Informatics 2 (2), 138-149 (2007).

M. D. Mahecha, M. Reichstein, H. Lange, N. Carvalhais, C. Bernhofer, T. Grunwald, D. Papale, and G. Seufert, "Characterizing ecosystem-atmosphere interactions from short to interannual time scales," Biogeosciences 4 (5), 743-758 (2007).

Miguel D. Mahecha, Debarati Guha-Sapir, Jeroen Smits, Fabian Gans, and Guido Kraemer, "Data challenges limit our global understanding of humanitarian disasters triggered by climate extremes", in Climate Extremes and Their Implications for Impact and Risk Assessment, edited by Jana Sillmann, Sebastian Sippel, and Simone Russo (Elsevier, Amsterdam, 2019), pp. 243-256.

Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, and Joachim Denzler, "Predicting landscapes from environmental conditions using generative networks", in Pattern Recognition, DAGM GCPR 2019, edited by G. A. FInk, S. Frintrop, and X. Jiang (Springer, Cham, 2019), pp. 203-217.

M. Shadaydeh, J. Denzler, Y. G. Garcia, and Miguel D. Mahecha, "Time-frequency causal inference uncovers anomalous events in environmental systems", in Pattern Recognition, DAGM GCPR 2019, edited by G. A. FInk, S. Frintrop, and X. Jiang (Springer, Cham, 2019), pp. 499-512.

Miguel D. Mahecha, Holger Lange, and Gunnar Lischeid, "Long-Term Structures in Southern German Runoff Data", in In Extremis, edited by Jürgen Kropp and Hans-Joachim Schellnhuber (Springer Berlin Heidelberg, 2011), pp. 250-265.

A. Martinez, M. D. Mahecha, G. Lischeid, and E. Beck, "Succession stages of vegetation regeneration: Secondary tropical mountain forests", in Gradients in a Tropical Mountain Ecosystem of Ecuador, edited by E. Beck, J. Bendix, I. Kottke, F. Makeschin, and R. Mosandl (Springer, Berlin [u.a.], 2008), Vol. 198, pp. 409-416.

Jose E. Adsuara, Adrian Perez-Suay, Alvaro Moreno-Martınez, Gustau Camps-Valls, Guido Kraemer, Markus Reichstein, and Miguel D. Mahecha, "Discovering differential equations from earth observation data", in IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, (IEEE, 2021), pp. 3999-4002.

Yanira Guanche García, Maha Shadaydeh, Miguel D. Mahecha, Markus Reichstein, and Joachim Denzler, "BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere", in BigSkyEarth conference: AstroGeoInformatics, (2018), pp. 1-6.

Markus Reichstein, Simon Besnard, Nuno Carvalhais, Fabian Gans, Martin Jung, Basil Kraft, and Miguel D. Mahecha, "Modelling landsurface time-series with recurrent neural nets", in 2018 IEEE International geoscience and remote sensing symposium (IGARSS), (Valencia, 2018, 2018), pp. 7640-7643.

Christian Requena-Mesa, Markus Reichstein, Miguel D. Mahecha, Basil Kraft, and J. Denzler, "Predicting landscapes as seen from space from environmental conditions", in 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), (2018), pp. 1768-1771.

Maha Shadaydeh, Yanira Guanche Garcia, Miguel D. Mahecha, Markus Reichstein, and Joachim Denzler, "Causality analysis of ecological time series: a time-frequency approach", in 8th International Workshop on Climate Informatics: CI 2018, edited by C. Chen, D. Cooley, J. Runge, and E. Szekely (2018), pp. 111-114.

G. Vaglio Laurin, C. Vittucci, G. Tramontana, Paul Bodesheim, P. Ferrazzoli, L. Guerriero, Martin Jung, Miguel D. Mahecha, and D. Papale, "SMOS vegetation optical depth and ecosystem functional properties: Exploring their relationships in tropical forests", in IEEE International Geoscience and Remote Sensing Symposium 2018, (2018), pp. 5891-5894.

Yanira Guanche Garcia, Erik Rodner, Milan Flach, Sebastian Sippel, Miguel D. Mahecha, and Joachim Denzler, "Detecting multivariate biosphere extremes", in Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC, edited by A. Banerjee, W. Ding, and V. Dy (National Center for Atmospheric Research, Boulder, 2016), pp. 4.

Erik Rodner, Björn Barz, Yanira Guanche, Milan Flach, Miguel D. Mahecha, Paul Bodesheim, Markus Reichstein, and Joachim Denzler, "Maximally divergent intervals for anomaly detection", in ICML 2016 Anomaly Detection Workshop, (2016).