| A random forest machine learning approach for the retrieval of leaf chlorophyll content in wheat SH Shah, Y Angel, R Houborg, S Ali, MF McCabe Remote Sensing 11 (8), 920, 2019 | 170 | 2019 |
| Predicting biomass and yield in a tomato phenotyping experiment using UAV imagery and random forest K Johansen, MJL Morton, Y Malbeteau, B Aragon, S Al-Mashharawi, ... Frontiers in Artificial Intelligence 3, 28, 2020 | 77 | 2020 |
| Unmanned aerial vehicle-based phenotyping using morphometric and spectral analysis can quantify responses of wild tomato plants to salinity stress K Johansen, MJL Morton, YM Malbeteau, B Aragon, SK Al-Mashharawi, ... Frontiers in Plant Science 10, 370, 2019 | 66 | 2019 |
| Automated georectification and mosaicking of UAV-based hyperspectral imagery from push-broom sensors Y Angel, D Turner, S Parkes, Y Malbeteau, A Lucieer, MF McCabe Remote Sensing 12 (1), 34, 2019 | 45 | 2019 |
| Radiometric assessment of a UAV-based push-broom hyperspectral camera MAP Barreto, K Johansen, Y Angel, MF McCabe Sensors 19 (21), 4699, 2019 | 37 | 2019 |
| Multi-sensor and multi-platform consistency and interoperability between UAV, Planet CubeSat, Sentinel-2, and Landsat reflectance data J Jiang, K Johansen, YH Tu, MF McCabe GIScience & Remote Sensing 59 (1), 936-958, 2022 | 32 | 2022 |
| The radiometric accuracy of the 8-band multi-spectral surface reflectance from the planet SuperDove constellation YH Tu, K Johansen, B Aragon, MM El Hajj, MF McCabe International Journal of Applied Earth Observation and Geoinformation 114 …, 2022 | 29 | 2022 |
| Machine learning strategies for the retrieval of leaf-chlorophyll dynamics: model choice, sequential versus retraining learning, and hyperspectral predictors Y Angel, MF McCabe Frontiers in Plant Science 13, 722442, 2022 | 27 | 2022 |
| Combining nadir, oblique, and façade imagery enhances reconstruction of rock formations using unmanned aerial vehicles YH Tu, K Johansen, B Aragon, BM Stutsel, Y Ángel, OAL Camargo, ... IEEE Transactions on Geoscience and Remote Sensing 59 (12), 9987-9999, 2021 | 19 | 2021 |
| Predicting biomass and yield at harvest of salt-stressed tomato plants using UAV imagery K Johansen, MJL Morton, Y Malbeteau, BJL Aragon Solorio, ... Copernicus GmbH, 2019 | 17 | 2019 |
| Detection of chlorophyll and leaf area index dynamics from sub-weekly hyperspectral imagery R Houborg, MF McCabe, Y Angel, EM Middleton Remote Sensing for Agriculture, Ecosystems, and Hydrology XVIII 9998, 356-366, 2016 | 15 | 2016 |
| Metodología para identificar cultivos de coca mediante análisis de parámetros red edge y espectroscopia de imágenes YB López, Y Betzaida Tesis, Universidad Nacional de Colombia, Bogotá, 2012 | 13 | 2012 |
| Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest [Original Research]. Frontiers in Artificial Intelligence, 3 (28) K Johansen, MJL Morton, Y Malbeteau, B Aragon, S Al-Mashharawi, ... | 6 | 2020 |
| Reconstructing cloud contaminated pixels using spatiotemporal covariance functions and multitemporal hyperspectral imagery Y Angel, R Houborg, MF McCabe Remote Sensing 11 (10), 1145, 2019 | 5 | 2019 |
| Remote Detection and Monitoring of Plant Traits: Theory and Practice Y Angel, AN Shiklomanov Annual Plant Reviews online 5 (3), 313-344, 2022 | 3* | 2022 |
| Deciphering salt stress responses in Solanum pimpinellifolium through high‐throughput phenotyping M Morton, G Fiene, HI Ahmed, E Rey, M Abrouk, Y Angel, K Johansen, ... The Plant Journal 119 (5), 2514-2537, 2024 | 2 | 2024 |
| SHIFT: Vegetation Plot Characterization, Santa Barbara County, CA, 2022. ORNL DAAC, Oak Ridge, Tennessee, USA N Queally, FW Davis, KD Chadwick, C Ade, L Anderegg, Y Angel, B Baker, ... | 2 | 2024 |
| SHIFT Photosynthetic and Leaf Traits, Santa Barbara County, 2022. ORNL DAAC, Oak Ridge, Tennessee, USA KD Chadwick, N Queally, T Zheng, J Cryer, CV Heuvel, ... | 2 | 2023 |
| Effect of Floral Preservatives on Post Harvest Life of Gladiolus (Gladiolus grandiflorus L.) cv. American Beauty Y Angel, AV Kumar International Journal of Plant & Soil Science 33 (11), 16-20, 2021 | 2 | 2021 |
| Desert fish populations tolerate extreme salinity change to overcome hydrological constraints C Schunter, LC Bonzi, J Norstog, J Sourisse, ML Berumen, Y Angel, ... bioRxiv, 2021.05. 14.444120, 2021 | 2 | 2021 |
Matthew F McCabeProfessor and Director, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
