Bridging the Gap Between Remote Sensing and Plant Phenotyping-Challenges and Opportunities for the Next Generation of Sustainable Agriculture

Miriam Machwitz; Roland Pieruschka; Katja Berger; Martin Schlerf; Helge Aasen; Sven Fahrner; Jose Jiménez-Berni; Frédéric Baret; Uwe Rascher

doi:10.3389/fpls.2021.749374

Bridging the Gap Between Remote Sensing and Plant Phenotyping-Challenges and Opportunities for the Next Generation of Sustainable Agriculture

Front Plant Sci. 2021 Oct 22:12:749374. doi: 10.3389/fpls.2021.749374. eCollection 2021.

Authors

Miriam Machwitz¹, Roland Pieruschka², Katja Berger³, Martin Schlerf¹, Helge Aasen⁴, Sven Fahrner², Jose Jiménez-Berni⁵, Frédéric Baret⁶, Uwe Rascher⁷

Affiliations

¹ Department of Environmental Research and Innovation, Luxembourg Institute of Science and Technology, Belval, Luxembourg.
² Institute of Bio and Geosciences, Plant Sciences, Forschungszentrum Jülich, Helmholtz-Verband Deutscher Forschungszentren, Jülich, Germany.
³ Department of Geography, Ludwig-Maximilians-Universität München, Munich, Germany.
⁴ Department of Environmental Systems Science, Crop Science, Eidgenössische Technische Hochschule (ETH) Zurich, Zurich, Switzerland.
⁵ Instituto de Agricultura Sostenible, Consejo Superior de Investigaciones Científicas, Cordoba, Spain.
⁶ INRAE-EMMAH-CAPTE, Avignon, France.
⁷ Forschungszentrum Jülich, Institute of Bio- and Geosciences Plant Sciences (IBG-2), Jülich, Germany.

No abstract available

Keywords: high-throughput field phenotyping; multi-sensor synergies; open-data standards; radiative transfer models (RTM); remote sensing; smart farming; unmanned aerial vehicles (UAVs); vegetation traits.