Articles | Volume 11, issue 1
https://doi.org/10.5194/esd-11-201-2020
https://doi.org/10.5194/esd-11-201-2020
Research article
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25 Feb 2020
Research article | Highlight paper |  | 25 Feb 2020

Earth system data cubes unravel global multivariate dynamics

Miguel D. Mahecha, Fabian Gans, Gunnar Brandt, Rune Christiansen, Sarah E. Cornell, Normann Fomferra, Guido Kraemer, Jonas Peters, Paul Bodesheim, Gustau Camps-Valls, Jonathan F. Donges, Wouter Dorigo, Lina M. Estupinan-Suarez, Victor H. Gutierrez-Velez, Martin Gutwin, Martin Jung, Maria C. Londoño, Diego G. Miralles, Phillip Papastefanou, and Markus Reichstein

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Cited articles

Adler, R. F., Huffman, G. J., Chang, A., Ferraro, R., Xie, P.-P., Janowiak, J., Rudolf, B., Schneider, U., Curtis, S., Bolvin, D., Gruber, A., Susskind, J., Arkin, P., and Nelkin, E.: The Version-2 Global Precipitation Climatology Project (GPCP) Monthly Precipitation Analysis (1979–Present), J. Hydrometeorol., 4, 1147–1167, https://doi.org/10.1175/1525-7541(2003)004<1147:TVGPCP>2.0.CO;2, 2003. a, b
Afonso, J. C., Salajegheh, F., Szwillus, W., Ebbing, J., and Gaina, C.: A global reference model of the lithosphere and upper mantle from joint inversion and analysis of multiple data sets, Geophys. J. Int., 217, 1602–1628, https://doi.org/10.1093/gji/ggz094, 2019. a
Appel, M. and Pebesma, E.: On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library, Data, 4, 92, https://doi.org/10.3390/data4030092, 2019. a, b
Ariza-Porras, C., Bravo, G., Villamizar, M., Moreno, A., Castro, H., Galindo, G., Cabera, E., Valbuena, S., and Lozano, P.: CDCol: A geoscience data cube that meets colombian needs, in: Advances in Computing, CCC 2017, Communications in Computer and Information Science, vol. 735, edited by: Solano, A. and Ordoñez, H., Springer, Cham, 87–99, 2017. a