Towards global data products of essential biodiversity variables on species 
traits

Kissling, W. Daniel; Walls, Ramona; Bowser, Anne; Jones, Matthew O.; Kattge, Jens; Agosti, Donat; Amengual, Josep; Basset, Alberto; van Bodegom, Peter M.; Cornelissen, Johannes H. C.; Denny, Ellen G.; Deudero, Salud; Egloff, Willi; Elmendorf, Sarah C.; García, Enrique Alonso; Jones, Katherine D.; Jones, Owen R.; Lavorel, Sandra; Lear, Dan; Navarro, Laetitia M.; Pawar, Samraat; Pirzl, Rebecca; Rüger, Nadja; Sal, Sofia; Salguero-Gómez, Roberto; Schigel, Dmitry; Schulz, Katja-Sabine; Skidmore, Andrew; Guralnick, Robert P.

doi:10.1038/s41559-018-0667-3

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Towards global data products of essential biodiversity variables on species traits

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Kattge, Jens
Interdepartmental Max Planck Fellow Group Functional Biogeography, Max Planck Institute for Biogeochemistry, Max Planck Society;

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http://dx.doi.org/10.1038/s41559-018-0667-3
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Citation

Kissling, W. D., Walls, R., Bowser, A., Jones, M. O., Kattge, J., Agosti, D., et al. (2018). Towards global data products of essential biodiversity variables on species traits. Nature Ecology & Evolution, 2, 1531-1540. doi:10.1038/s41559-018-0667-3.

Cite as: https://hdl.handle.net/21.11116/0000-0002-1B44-4

Abstract

Essential Biodiversity Variables (EBVs) allow observation and reporting of global biodiversity change, but a detailed framework
for the empirical derivation of specific EBVs has yet to be developed. Here, we re-examine and refine the previous candidate
set of species traits EBVs and show how traits related to phenology, morphology, reproduction, physiology and movement
can contribute to EBV operationalization. The selected EBVs express intra-specific trait variation and allow monitoring of how
organisms respond to global change. We evaluate the societal relevance of species traits EBVs for policy targets and demonstrate
how open, interoperable and machine-readable trait data enable the building of EBV data products. We outline collection
methods, meta(data) standardization, reproducible workflows, semantic tools and licence requirements for producing species
traits EBVs. An operationalization is critical for assessing progress towards biodiversity conservation and sustainable development
goals and has wide implications for data-intensive science in ecology, biogeography, conservation and Earth observation.