BACI: 2015-2019

TOWARDS A BIOSPHERE ATMOSPHERE CHANGE INDEX

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Earth Observation | Biodiversity Patterns | Essential Ecosystem Variables | In-situ Observations | Regional Validation | Biosphere Atmosphere Change Index | Socioecological Research | Machine Learning for Environmental Data

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Biosphere Atmosphere Change Index

1Barz, C., Rodner, E., Garcia, Y. G., Denzler, J. (2019). Detecting regions of maximal divergence for spatio-temporal anomaly detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41(5), 1088-1101. doi:10.1109/TPAMI.2018.2823766.
2Chernetskiy, M., Gobron, N., Gómez-Dans, J., Morgan, O., Lewis, M. D. P., Schmullius, C. (2018). Simulating arbitrary hyperspectral bandsets from multispectral observations via a generic Earth Observation-Land Data Assimilation System (EO-LDAS). Advances in Space Research, 62(7), 1654-1674. doi:10.1016/j.asr.2018.07.015.
3Flach, M., Gans, F., Brenning, A., Denzler, J., Reichstein, M., Rodner, E., Bathiany, S., Bodesheim, P., Guanche, Y., Sippel, S., Mahecha, M. D. (2017). Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques. Earth System Dynamics, 8(3), 677-696. doi:10.5194/esd-8-677-2017.
4Flach, M., Sippel, S., Gans, F., Bastos, A., Brenning, A., Reichstein, M., Mahecha, M. D. (2018). Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian Heatwave. Biogeosciences, 16, 6067-6085. doi:10.5194/bg-15-6067-2018.
5García, Y. G., Shadaydeh, M., Mahecha, M. D., Reichstein, M., Denzler, J. (2018). BACI: Towards a biosphere atmosphere change index - Detection of extreme events in the biosphere. In BigSkyEarth conference: AstroGeoInformatics (pp. 1-6).
6Guanche Garcia, Y., Rodner, E., Flach, M., Sippel, S., Mahecha, M. D., Denzler, J. (2016). Detecting multivariate biosphere extremes. In A. Banerjee, W. Ding, V. Dy (Eds.), Proceedings of the 6th International Workshop on Climate Informatics: CI2016: NCAR Technical Note NCAR/TN-529+PROC (pp. 9-12). Boulder: National Center for Atmospheric Research.
7Kraemer, G., Reichstein, M., Mahecha, M. D. (2018). dimRed and coRanking—unifying dimensionality reduction in R. R Journal, 10(1), 342-358. doi:10.32614/RJ-2018-039.
8Pappas, C., Mahecha, M. D., Frank, D. C., Babst, F., Koutsoyiannis, D. (2017). Ecosystem functioning is enveloped by hydrometeorological variability. Nature Ecology & Evolution, 1(9), 1263-1270. doi:10.1038/s41559-017-0277-5.
Postprint available
9Rodner, E., Barz, B., Guanche, Y., Flach, M., Mahecha, M. D., Bodesheim, P., Reichstein, M., Denzler, J. (2016). Maximally divergent intervals for anomaly detection. In ICML 2016 Anomaly Detection Workshop.
10Shadaydeh, M., Garcia, Y. G., Mahecha, M. D., Reichstein, M., Denzler, J. (2018). Causality analysis of ecological time series: a time-frequency approach. In C. Chen, D. Cooley, J. Runge, E. Szekely (Eds.), 8th International Workshop on Climate Informatics: CI 2018 (pp. 111-114).
11Sippel, S., Forkel, M., Rammig, A., Thonicke, K., Flach, M., Heimann, M., Otto, F. E. L., Reichstein, M., Mahecha, M. D. (2017). Contrasting and interacting changes in simulated spring and summer carbon cycle extremes in European ecosystems. Environmental Research Letters, 12: 075006. doi:10.1088/1748-9326/aa7398.
12Sippel, S., Otto, F. E. L., Flach, M., van Oldenborgh, G. J. (2016). The role of anthropogenic warming in 2015 central european heat waves. Bulletin of the American Meteorological Society, 97(12), S51-S56. doi:10.1175/BAMS-D-16-0150.1.
Postprint available
13Sippel, S., Zscheischler, J., Heimann, M., Lange, H., Mahecha, M. D., van Oldenborgh, G. J., Otto, F. E. L., Reichstein, M. (2017). Have precipitation extremes and annual totals been increasing in the world’s dry regions over the last 60 years? Hydrology and Earth System Sciences, 21(1), 441-458. doi:10.5194/hess-21-441-2017.
14Sippel, S., Zscheischler, J., Heimann, M., Otto, F. E., Peters, J., Mahecha, M. D. (2015). Quantifying changes in climate variability and extremes: Pitfalls and their overcoming. Geophysical Research Letters, 42(22), 9990-9998. doi:10.1002/2015GL066307.
Postprint available
15Sippel, S., Zscheischler, J., Mahecha, M. D., Orth, R., Reichstein, M., Vogel, M., Seneviratne, S. I. (2017). Refining multi-model projections of temperature extremes by evaluation against land–atmosphere coupling diagnostics. Earth System Dynamics, 8(2), 387-403. doi:10.5194/esd-8-387-2017.
16von Buttlar, J., Zscheischler, J., Rammig, A., Sippel, S., Reichstein, M., Knohl, A., Jung, M., Menzer, O., Arain, M. A., Buchmann, N., Cescatti, A., Gianelle, D., Kieley, G., Law, B. E., Magliulo, V., Margolis, H., McCaughey, H., Merbold, L., Migliavacca, M., Montagnani, L., Oechel, W., Pavelka, M., Peichl, M., Rambal, S., Raschi, A., Scott, R. L., Vaccari, F. P., van Gorsel, E., Varlagin, A., Wohlfahrt, G., Mahecha, M. D. (2018). Impacts of droughts and extreme-temperature events on gross primary production and ecosystem respiration: a systematic assessment across ecosystems and climate zones. Biogeosciences, 15(5), 1293-1318. doi:10.5194/bg-15-1293-2018.
17Zscheischler, J., Mahecha, M. D., Avitabile, V., Calle, L., Carvalhais, N., Ciais, P., Gans, F., Gruber, N., Hartmann, J., Herold, M., Ichii, K., Jung, M., Landschützer, P., Laruelle, G. G., Lauerwald, R., Papale, D., Peylin, P., Poulter, B., Ray, D., Regnier, P., Rödenbeck, C., Roman-Cuesta, R. M., Schwalm, C., Tramontana, G., Tyukavina, A. T., Valentini, R., van der Werf, G., West, T. O., Wolf, J. E., Reichstein, M. (2017). Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations. Biogeosciences, 14(15), 3685-3703. doi:10.5194/bg-14-3685-2017.