Profil

Bates Jordan

Département de géographie > Earth Observation and Ecosystem Modelling (EOSystM Lab)

SPHERES

See author's contact details
Main Referenced Co-authors
Jonard, François  (21)
Montzka, Carsten (18)
Vereecken, Harry (13)
Bajracharya, Rajina (2)
Delval, Louis (2)
Main Referenced Keywords
LiDAR (5); Biomass (3); Computer Science Applications (3); Drone (3); Earth and Planetary Sciences (all) (3);
Main Referenced Disciplines
Environmental sciences & ecology (21)
Earth sciences & physical geography (21)
Computer science (1)
Agriculture & agronomy (1)
Phytobiology (plant sciences, forestry, mycology...) (1)

Publications (total 21)

The most downloaded
170 downloads
Neuville, R., Bates, J., & Jonard, F. (2021). Estimating forest structure from UAV-mounted LiDAR point cloud using machine learning. Remote Sensing, 13 (3), 1-19. doi:10.3390/rs13030352 https://hdl.handle.net/2268/263675

The most cited

141 citations (OpenAlex)

Neuville, R., Bates, J., & Jonard, F. (2021). Estimating forest structure from UAV-mounted LiDAR point cloud using machine learning. Remote Sensing, 13 (3), 1-19. doi:10.3390/rs13030352 https://hdl.handle.net/2268/263675

Delval, L., Bates, J., Jonard, F., & Javaux, M. (2025). Field heterogeneity of soil texture controls leaf water potential spatial distribution predicted from UAS-based vegetation indices in non-irrigated vineyards. Biogeosciences. doi:10.5194/bg-22-513-2025
Peer Reviewed verified by ORBi

Opfergelt, S., Villani, M., Thomas, M., du Bois d'Aische, E., Osy de Zegwaart-Favart, C., Roux, P., Henrion, M., Jonard, F., Bates, J., Hirst, C., & Denis, G. (2024). Permafrost Expedition in Alsaka: Autumn 2023 and Winter 2024 [Paper presentation]. Archives Antarctiques Belges-Belgishe Antarktic Archieven, Bruxelles, Belgium.
Editorial reviewed

Bates, J., Jonard, F., Bajracharya, R., Vereecken, H., & Montzka, C. (2023). UAS LiDAR height, density, and intensity parameters and multispectral reflectance in artificial neural networks (ANN) for winter wheat biomass estimations over a growing season [Poster presentation]. AGU Fall Meeting, San Francisco, United States - California.
Editorial reviewed

Bates, J., Delval, L., Montzka, C., & Jonard, F. (2023). Comparison of UAS LiDAR LAI retrieval methods for vineyards [Poster presentation]. AGU Fall Meeting, San Francisco, United States - California.
Editorial reviewed

Bates, J., Montzka, C., Vereecken, H., & Jonard, F. (2023). UAS Multi-Sensor Integration with a Two-Source Energy Balance Model for Evapotranspiration Estimations for the Entire Growing Season of Sugar Beet [Poster presentation]. GeoMundus Conference, Castellón, Spain.
Editorial reviewed

Bates, J., Jonard, F., Vereecken, H., & Montzka, C. (2023). Thermal Infrared Data for Evapotranspiration Estimations with Sugar Beet [Poster presentation]. PhenoRob - ILVO Workshop on Phenotyping from Above and Below, Klein-Altendorf, Germany.
Editorial reviewed

Bates, J., Montzka, C., Vereecken, H., & Jonard, F. (2023). Unmanned aircraft systems (UAS) evapotranspiration estimates evaluated in comparison with TERENO eddy covariance measurements [Poster presentation]. 2nd TERENO-OZCAR Conference, Bonn, Germany.
Editorial reviewed

Bates, J., Jonard, F., Bajracharya, R., Vereecken, H., & Montzka, C. (2022). Machine Learning with UAS LiDAR for Winter Wheat Biomass Estimations. In Proceedings of the 25th AGILE Conference on Geographic Information Science, 2022. AGILE. doi:10.5194/agile-giss-3-23-2022
Peer reviewed

Bates, J., Jonard, F., Vereecken, H., & Montzka, C. (2022). UAS Thermal Infrared Data for Evapotranspiration Estimations with Sugar Beet [Poster presentation]. 2nd Joint Doctoral Workshop ETH Zürich / Phenorob on Perspectives of Robotics and Phenotyping in Crop Production, Zürich, Switzerland.
Editorial reviewed

Bates, J., Jonard, F., Vereecken, H., & Montzka, C. (2022). UAS LiDAR Local Maximum Filtering for Individual Maize Detection. In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IGARSS46834.2022.9883527
Peer reviewed

Bates, J., Montzka, C., Vereecken, H., & Jonard, F. (2022). Thermal Infrared and Two Source Energy Balance Model Evapotranspiration Estimations for Sugar Beet [Poster presentation]. AGU Fall Meeting, Chicago, United States - Illinois.
Editorial reviewed

Bates, J., Jonard, F., Bajracharya, R., Vereecken, H., & Montzka, C. (2022). UAS Lidar Derived Metrics for Winter Wheat Biomass Estimations using Multiple Linear Regression. In IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IGARSS46834.2022.9883339
Peer reviewed

Bates, J., Jonard, F., Vereecken, H., & Montzka, C. (2022). UAS Thermal Infrared Data for Evapotranspiration Estimations with Sugar Beet [Poster presentation]. PhenoRob International Scientific Advisory Board (ISAB) meeting, Bonn, Germany.
Editorial reviewed

Montzka, C., Bates, J., Jonard, F., & Vereecken, H. (2022). Towards informing precision agriculture by autonomous UAS [Poster presentation]. Living Planet Symposium, Bonn, Germany.
Editorial reviewed

Bates, J., Jonard, F., Vereecken, H., & Montzka, C. (2022). UAS Thermal Infrared Data for Evapotranspiration Estimations with Sugar Beet [Poster presentation]. PhD Workshop: Towards a Sustainable Bioeconomy – Resources, Utilization, Engineering and AgroEcosystems within the Helmholtz Research Program: Changing Earth – Sustaining our Future, Leipzig, Leipzig, Germany.
Editorial reviewed

Bates, J., Jonard, F., & Montzka, C. (2021). UAS LiDAR for Agriculture Monitoring [Paper presentation]. Geospatial World Forum 2021, Amsterdam, Netherlands.
Editorial reviewed

Bates, J., Montzka, C., Schmidt, M., & Jonard, F. (2021). UAS LiDAR Crop LAI estimations from Canopy Density. In IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IGARSS47720.2021.9553229
Peer reviewed

Brueggemann, N., Schmidt, M., Graf, A., Bates, J., Bayat, B., Becker, N., Bogena, H., Dolfus, D., Jakobi, J., Jonard, F., Montzka, C., Rothfuss, Y., Tewes, A., & Vereecken, H. (2021). Long-term drought effects on spruce forests in a low mountain range of Germany – crossing the tipping point [Paper presentation]. 1st OZCAR TERENO international conference: Advancing critical zone science, Strasbourg, France.
Editorial reviewed

Montzka, C., Bates, J., Jonard, F., & Vereecken, H. (2021). Precision agriculture informed by autonomous UAS [Paper presentation]. 1st OZCAR TERENO international conference: Advancing critical zone science.
Editorial reviewed

Neuville, R., Bates, J., & Jonard, F. (2021). Estimating forest structure from UAV-mounted LiDAR point cloud using machine learning. Remote Sensing, 13 (3), 1-19. doi:10.3390/rs13030352
Peer Reviewed verified by ORBi

Bates, J., Montzka, C., Schmidt, M., & Jonard, F. (2021). Estimating canopy density parameters time-series for winter wheat using uas mounted lidar. Remote Sensing, 13 (4), 1-23. doi:10.3390/rs13040710
Peer Reviewed verified by ORBi

Contact ORBi