Influence of soil heterogeneity on soybean plant development and crop yield evaluated using time-series of UAV and ground-based geophysical imagery

Understanding the interactions among agricultural processes, soil, and plants is necessary for optimizing crop yield and productivity. This study focuses on developing effective monitoring and analysis methodologies that estimate key soil and plant properties. These methodologies include data acquis...

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Veröffentlicht in:	Scientific reports 2021-03, Vol.11 (1), p.7046-17, Article 7046
Hauptverfasser:	Falco, Nicola, Wainwright, Haruko M., Dafflon, Baptiste, Ulrich, Craig, Soom, Florian, Peterson, John E., Brown, James Bentley, Schaettle, Karl B., Williamson, Malcolm, Cothren, Jackson D., Ham, Richard G., McEntire, Jay A., Hubbard, Susan S.
Format:	Artikel
Sprache:	eng
Schlagworte:	631/158/2456 639/624/1107/510 639/766/930/2735 704/172/4081 704/2151/2809 Abundance Agricultural production Agroecology Crop yield Data acquisition Electrical conductivity Environmental factors Environmental impact ENVIRONMENTAL SCIENCES Farm management Geophysics Growing season Heterogeneity Humanities and Social Sciences Imaging and sensing Imaging techniques Information processing multidisciplinary Plant growth Science Science (multidisciplinary) Soil conductivity Soil moisture Soil properties Soil texture Soybeans Spatial heterogeneity Unmanned aerial vehicles
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