Publications of Miguel D. Mahecha

Journal Article (86)

1.
Journal Article
Cortés-Andrés, J.; Camps-Valls, G.; Sippel, S.; Székely, E.; Sejdinovic, D.; Diaz, E.; Pérez-Suay, A.; Li, Z.; Mahecha, M. D.; Reichstein, M.: Physics-aware nonparametric regression models for Earth data analysis. Environmental Research Letters 17 (5), 054034 (2022)
2.
Journal Article
Pabon-Moreno, D. E.; Migliavacca, M.; Reichstein, M.; Mahecha, M. D.: On the potential of Sentinel-2 for estimating Gross Primary Production. IEEE Transactions on Geoscience and Remote Sensing 60, 4409412 (2022)
3.
Journal Article
Krich, C.; Mahecha, M. D.; Migliavacca, M.; Kauwe, M. D.; Griebel, A.; Runge, J.; Miralles, D. G.: Decoupling between ecosystem photosynthesis and transpiration: a last resort against overheating. Environmental Research Letters 17 (4), 17 044013 (2022)
4.
Journal Article
Orth, R.; O, S.; Zscheischler, J.; Mahecha, M. D.; Reichstein, M.: Contrasting biophysical and societal impacts of hydro-meteorological extremes. Environmental Research Letters 17 (1), 014044 (2022)
5.
Journal Article
Biriukova, K.; Pacheco-Labrador, J.; Migliavacca, M.; Mahecha, M. D.; Gonzalez-Cascon, R.; Martín, M. P.; Rossini, M.: 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 (2021)
6.
Journal Article
Mahecha, M. D.; Rzanny, M.; Kraemer, G.; Mäder, P.; Seeland, M.; Wäldchen, J.: Crowd-sourced plant occurrence data provide a reliable description of macroecological gradients. Ecography 44 (8), pp. 1131 - 1142 (2021)
7.
Journal Article
Estupinan-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. et al.; Weber, U.; Mahecha, M. D.: A regional earth system data lab for understanding ecosystem dynamics: An example from tropical South America. Frontiers in Earth Science 9, 613395 (2021)
8.
Journal Article
Cortés, J.; Mahecha, M. D.; Reichstein, M.; Myneni, R. B.; Chen, C.; Brenning, A.: Where are global vegetation greening and browning trends significant? Geophysical Research Letters 48 (6), e2020GL091496 (2021)
9.
Journal Article
Flach, M.; Brenning, A.; Gans, F.; Reichstein, M.; Sippel, S.; Mahecha, M. D.: Vegetation modulates the impact of climate extremes on gross primary production. Biogeosciences 18 (1), pp. 39 - 53 (2021)
10.
Journal Article
Johnson, J. E.; Laparra, V.; Pérez-Suay, A.; Mahecha, M. D.; Camps-Valls, G.: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences. PLoS One 15 (10), e0235885 (2020)
11.
Journal Article
Pabon-Moreno, D. E.; Musavi, T.; Migliavacca, M.; Reichstein, M.; Römermann, C.; Mahecha, M. D.: Ecosystem physio-phenology revealed using circular statistics. Biogeosciences 17 (15), pp. 3991 - 4006 (2020)
12.
Journal Article
Zscheischler, J.; Martius, O.; Westra, S.; Bevacqua, E.; Raymond, C.; Horton, R. M.; van den Hurk, B.; AghaKouchak, A.; Jézéquel, A.; Mahecha, M. D. et al.; Maraun, D.; Ramos, A. M.; Ridder, N. N.; Thiery, W.; Vignotto, E.: A typology of compound weather and climate events. Nature Reviews Earth & Environment 1, pp. 333 - 347 (2020)
13.
Journal Article
Cortés, J.; Mahecha, M. D.; Reichstein, M.; Brenning, A.: Accounting for multiple testing in the analysis of spatio-temporal environmental data. Environmental and Ecological Statistics 27, pp. 293 - 318 (2020)
14.
Journal Article
Kraemer, G.; Camps-Valls, G.; Reichstein, M.; Mahecha, M. D.: Summarizing the state of the terrestrial biosphere in few dimensions. Biogeosciences 17 (9), pp. 2397 - 2424 (2020)
15.
Journal Article
Ma, X.; Migliavacca, M.; Wirth, C.; Bohn, F. J.; Huth, A.; Richter, R.; Mahecha, M. D.: Monitoring plant functional diversity using the reflectance and echo from space. Remote Sensing 12 (8), 1248 (2020)
16.
Journal Article
Krich, C.; Runge, J.; Miralles, D. G.; Migliavacca, M.; Perez‑Priego, O.; El-Madany, T. S.; Carrara, A.; Mahecha, M. D.: Estimating causal networks in biosphere–atmosphere interaction with the PCMCI approach. Biogeosciences 17 (4), pp. 1033 - 1061 (2020)
17.
Journal Article
Linscheid, N.; Estupinan-Suarez, L. M.; Brenning, A.; Carvalhais, N.; Cremer, F.; Gans, F.; Rammig, A.; Reichstein, M.; Sierra, C.; Mahecha, M. D.: Towards a global understanding of vegetation–climate dynamicsat multiple timescales. Biogeosciences 17 (4), pp. 945 - 962 (2020)
18.
Journal Article
Heckel, K.; Urban, M.; Schratz, P.; Mahecha, M. D.; Schmullius, C.: Predicting forest cover in distinct ecosystems: The potential of multi-source sentinel-1 and -2 data fusion. Remote Sensing 12 (2), 302 (2020)
19.
Journal Article
Kraemer, G.; Reichstein, M.; Camps-Valls, G.; Smits, J.; Mahecha, M. D.: The low dimensionality of development. Social Indicators Research 150, pp. 999 - 1020 (2020)
20.
Journal Article
Mahecha, M. D.; Gans, F.; Brandt, G.; Christiansen, R.; Cornell, S. E.; Fomferra, N.; Kraemer, G.; Peters, J.; Bodesheim, P.; Camps-Valls, G. et al.; Donges, J. F.; Dorigo, W.; Estupinan-Suarez, L. M.; Gutierrez-Velez, V. H.; Gutwin, M.; Jung, M.; Londoño, M. C.; Miralles, D. G.; Papastefanou, P.; Reichstein, M.: Earth system data cubes unravel global multivariate dynamics. Earth System Dynamics 11 (1), pp. 201 - 234 (2020)
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