Michele Croci

Michele Croci

Agronomist | EO Data scientist 🌱🛰

Publications

13) Multi-environment assessment of a yellow hemp (Cannabis sativa L.) cultivar’s eco-physiology and productivity under varying levels of nitrogen fertilisation

Published in Industrial Crops and Products, 2022

Recommended citation: Blandinières, H., Croci, M., Impollonia, G., Marcone, A., Gay, A., Winters, A., … Amaducci, S. (2023). Multi-environment assessment of a yellow hemp (Cannabis sativa L.) cultivar’s eco-physiology and productivity under varying levels of nitrogen fertilisation. Industrial Crops and Products, 195(116360), 116360. doi:10.1016/j.indcrop.2023.116360

5) UAV Remote Sensing for High-Throughput Phenotyping and for Yield Prediction of Miscanthus by Machine Learning Techniques

Published in Remote Sensing MDPI, 2022

Recommended citation: Impollonia, G.; Croci, M.; Ferrarini, A.; Brook, J.; Martani, E.; Blandinières, H.; Marcone, A.; Awty-Carroll, D.; Ashman, C.; Kam, J.; Kiesel, A.; Trindade, L.M.; Boschetti, M.; Clifton-Brown, J.; Amaducci, S. UAV Remote Sensing for High-Throughput Phenotyping and for Yield Prediction of Miscanthus by Machine Learning Techniques. Remote Sens. 2022, 14, 2927. https://doi.org/10.3390/rs14122927

4) Moisture content estimation and senescence phenotyping of novel Miscanthus hybrids combining UAV-based remote sensing and machine learning

Published in GCB Bioenergy, 2022

Recommended citation: Impollonia, G., Croci, M., Martani, E., Ferrarini, A., Kam, J., Trindade, L. M., Clifton-Brown, J., & Amaducci, S. (2022). Moisture content estimation and senescence phenotyping of novel Miscanthus hybrids combining UAV-based remote sensing and machine learning. GCB Bioenergy, 14, 639– 656. https://doi.org/10.1111/gcbb.12930

3) Evaluating Biostimulants Via High-Throughput Field Phenotyping: Biophysical Traits Retrieval Through PROSAIL Inversion

Published in Smart Agricultural Technology, 2022

Recommended citation: Antonucci, G., Impollonia, G., Croci, M., Potenza, E., Marcone, A., & Amaducci, S. (2022). Evaluating Biostimulants Via High-Throughput Field Phenotyping: Biophysical Traits Retrieval Through PROSAIL Inversion. Smart Agricultural Technology, 100067. https://doi.org/https://doi.org/10.1016/j.atech.2022.100067

2) Integration of Gas Exchange With Metabolomics: High-Throughput Phenotyping Methods for Screening Biostimulant-Elicited Beneficial Responses to Short-Term Water Deficit

Published in Frontiers in Plant Science, 2021

Recommended citation: Antonucci, G., Croci, M., Miras-Moreno, B., Fracasso, A., & Amaducci, S. (2021). Integration of Gas Exchange With Metabolomics: High-Throughput Phenotyping Methods for Screening Biostimulant-Elicited Beneficial Responses to Short-Term Water Deficit. In Frontiers in Plant Science (Vol. 12). Frontiers Media SA. https://doi.org/10.3389/fpls.2021.678925

1) Ground Truthing and Physiological Validation of Vis-NIR Spectral Indices for Early Diagnosis of Nitrogen Deficiency in cv. Barbera (Vitis vinifera L.) Grapevines

Published in Agronomy, 2019

Recommended citation: Squeri, C., Gatti, M., Garavani, A., Vercesi, A., Buzzi, M., Croci, M., Calegari, F., Vincini, M., & Poni, S. (2019). Ground Truthing and Physiological Validation of Vis-NIR Spectral Indices for Early Diagnosis of Nitrogen Deficiency in cv. Barbera (Vitis vinifera L.) Grapevines. In Agronomy (Vol. 9, Issue 12, p. 864). MDPI AG. https://doi.org/10.3390/agronomy9120864