Publications of M. D. Mahecha
All genres
Journal Article (87)
81.
Journal Article
115, BGC1334, p. G02003 (2010)
Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple time scales. Journal of Geophysical Research: Biogeosciences 82.
Journal Article
2, pp. 31 - 41 (2009)
Identification of characteristic plant co-occurrences in neotropical secondary montane forests. Journal of Plant Ecology 83.
Journal Article
6 (10), pp. 2297 - 2312 (2009)
Biosphere-atmosphere exchange of CO2 in relation to climate: a cross-biome analysis across multiple time scales. Biogeosciences 84.
Journal Article
17 (2), pp. 284 - 296 (2008)
Revealing biogeographical patterns by nonlinear ordinations and derived anisotropic spatial filters. Global Ecology and Biogeography 85.
Journal Article
148 (1), pp. 38 - 50 (2008)
Statistical properties of random CO2 flux measurement uncertainty inferred from model residuals. Agricultural and Forest Meteorology 86.
Journal Article
2 (2), pp. 138 - 149 (2007)
Nonlinear dimensionality reduction: Alternative ordination approaches for extracting and visualizing biodiversity patterns in tropical montane forest vegetation data. Ecological Informatics 87.
Journal Article
4 (5), pp. 743 - 758 (2007)
Characterizing ecosystem-atmosphere interactions from short to interannual time scales. Biogeosciences Book Chapter (5)
88.
Book Chapter
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)
89.
Book Chapter
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)
90.
Book Chapter
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)
91.
Book Chapter
Long-Term Structures in Southern German Runoff Data. In: In Extremis, pp. 250 - 265 (Eds. Kropp, J.; Schellnhuber, H.-J.). Springer Berlin Heidelberg (2011)
92.
Book Chapter
198, pp. 409 - 416 (Eds. Beck, E.; Bendix, J.; Kottke, I.; Makeschin, F.; Mosandl, R.). Springer, Berlin [u.a.] (2008)
Succession stages of vegetation regeneration: Secondary tropical mountain forests. In: Gradients in a Tropical Mountain Ecosystem of Ecuador, Vol. Conference Paper (9)
93.
Conference Paper
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)
94.
Conference Paper
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)
95.
Conference Paper
Modelling landsurface time-series with recurrent neural nets. In: 2018 IEEE International geoscience and remote sensing symposium (IGARSS), pp. 7640 - 7643. Valencia, 2018 (2018)
96.
Conference Paper
Predicting landscapes as seen from space from environmental conditions. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1768 - 1771. (2018)
97.
Conference Paper
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)
98.
Conference Paper
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)
99.
Conference Paper
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)
100.
Conference Paper
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)