Publications of M. D. Mahecha

Mahecha, M. D.; Reichstein, M.; Jung, M.; Seneviratne, S. I.; Zaehle, S.; Beer, C.; Braakhekke, M. C.; Carvalhais, N.; Lange, H.; Le Maire, G. et al.; Moors, E.: Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple time scales. Journal of Geophysical Research: Biogeosciences 115, BGC1334, p. G02003 (2010)

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

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

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

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

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

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

Mahecha, M. D.; Guha-Sapir, D.; Smits, J.; Gans, F.; Kraemer, G.: Data challenges limit our global understanding of humanitarian disasters triggered by climate extremes. In: Climate Extremes and Their Implications for Impact and Risk Assessment, pp. 243 - 256 (Eds. Sillmann, J.; Sippel, S.; Russo, S.). Elsevier, Amsterdam (2019)

Requena-Mesa, C.; Reichstein, M.; Mahecha, M. D.; Kraft, B.; Denzler, J.: Predicting landscapes from environmental conditions using generative networks. In: Pattern Recognition, DAGM GCPR 2019, pp. 203 - 217 (Eds. FInk, G. A.; Frintrop, S.; Jiang, X.). Springer, Cham (2019)

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

Mahecha, M. D.; Lange, H.; Lischeid, G.: Long-Term Structures in Southern German Runoff Data. In: In Extremis, pp. 250 - 265 (Eds. Kropp, J.; Schellnhuber, H.-J.). Springer Berlin Heidelberg (2011)

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

Adsuara, J. E.; Perez-Suay, A.; Moreno-Martınez, A.; Camps-Valls, G.; Kraemer, G.; Reichstein, M.; Mahecha, M. D.: Discovering differential equations from earth observation data. In: IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, pp. 3999 - 4002. IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Waikoloa, HI, USA, September 26, 2020 - October 02, 2020. IEEE (2021)

García, Y. G.; Shadaydeh, M.; Mahecha, M. D.; Reichstein, M.; Denzler, J.: BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere. In: BigSkyEarth conference: AstroGeoInformatics, pp. 1 - 6. BigSkyEarth conference: AstroGeoInformatics, Tenerife, Spain, December 17, 2018 - December 19, 2018. (2018)

Reichstein, M.; Besnard, S.; Carvalhais, N.; Gans, F.; Jung, M.; Kraft, B.; Mahecha, M. D.: Modelling landsurface time-series with recurrent neural nets. In: 2018 IEEE International geoscience and remote sensing symposium (IGARSS), pp. 7640 - 7643. Valencia, 2018 (2018)

Requena-Mesa, C.; Reichstein, M.; Mahecha, M. D.; Kraft, B.; Denzler, J.: Predicting landscapes as seen from space from environmental conditions. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1768 - 1771. (2018)

Shadaydeh, M.; Garcia, Y. G.; Mahecha, M. D.; Reichstein, M.; Denzler, J.: Causality analysis of ecological time series: a time-frequency approach. In: 8th International Workshop on Climate Informatics: CI 2018, pp. 111 - 114 (Eds. Chen, C.; Cooley, D.; Runge, J.; Szekely, E.). 8th International Workshop on Climate Informatics: CI 2018, Boulder, Colorado, September 19, 2018 - September 21, 2019. (2018)

Vaglio Laurin, G.; Vittucci, C.; Tramontana, G.; Bodesheim, P.; Ferrazzoli, P.; Guerriero, L.; Jung, M.; Mahecha, M. D.; Papale, D.: 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. International Geoscience and Remote Sensing Symposium, IGARSS 2018: Observing, understanding and forecasting the dynamics of our planet, Valencia, Spain , July 22, 2018 - July 27, 2018. (2018)

Guanche Garcia, Y.; Rodner, E.; Flach, M.; Sippel, S.; Mahecha, M. D.; Denzler, J.: Detecting multivariate biosphere extremes. In: Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC, pp. 9 - 12 (Eds. Banerjee, A.; Ding, W.; Dy, V.). Climate Informatics Workshop 2016, Colorado (USA), September 22, 2016 - September 23, 2016. National Center for Atmospheric Research, Boulder (2016)

Rodner, E.; Barz, B.; Guanche, Y.; Flach, M.; Mahecha, M. D.; Bodesheim, P.; Reichstein, M.; Denzler, J.: Maximally divergent intervals for anomaly detection. In: ICML 2016 Anomaly Detection Workshop. ICML 2016 Anomaly Detection Workshop, New York (USA), June 19, 2016 - June 24, 2016. (2016)