Matthew F. McCabe

40 papers C 5Journal 35
YearRankTypeTitle / Venue / Authors
2025 J jnl
Computer Vision Corrections Enhance UAV-Based Retrievals in Shallow Waters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dario Scilla, Omar A. López Camargo, Brian O. Nieuwenhuis, Kasper Johansen, Mariana Elías-Lara, Victor Angulo, Jorge L. Rodríguez, Burton H. Jones, Matthew F. McCabe
2025 J jnl
Mapping Nationwide Subfield Division Dynamics in Saudi Arabia Using Temporal Patterns of Sentinel-2 NDVI and Machine Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ting Li, Oliver Miguel López Valencia, Matthew F. McCabe
2025 J jnl
Synergistic Use of Ground-Based GNSS-R and Sentinel-2 Imagery for Soil Moisture Estimation Across an Irrigated Grassland.
IEEE Trans. Geosci. Remote. Sens.
Marcel M. El Hajj, Susan C. Steele-Dunne, Kasper Johansen, Samer Al-Mashharawi, Oliver Miguel López Valencia, Omar A. López Camargo, Adria Amezaga-Sarries, Andreu Mas-Viñolas, Dominique Courault, Claude Doussan, Matthew F. McCabe
2024 J jnl
Ground-Based Soil Moisture Retrieval Using the Correlation Between Dual-Polarization GNSS-R Interference Patterns.
IEEE Trans. Geosci. Remote. Sens.
Marcel M. El Hajj, Susan C. Steele-Dunne, Samer Al-Mashharawi, Xuemeng Tian, Kasper Johansen, Omar A. López Camargo, Adria Amezaga-Sarries, Andreu Mas-Viñolas, Matthew F. McCabe
2024 J jnl
Phenological and Biophysical Mediterranean Orchard Assessment Using Ground-Based Methods and Sentinel 2 Data.
Remote. Sens.
Pierre Rouault, Dominique Courault, Guillaume Pouget, Fabrice Flamain, Papa-Khaly Diop, Véronique Desfonds, Claude Doussan, André Chanzy, Marta Debolini, Matthew F. McCabe, Raul Lopez-Lozano
2023 J jnl
A Retrospective Analysis of National-Scale Agricultural Development in Saudi Arabia from 1990 to 2021.
Remote. Sens.
Ting Li, Oliver Miguel López Valencia, Kasper Johansen, Matthew F. McCabe
2022 J jnl
Exploring the use of synthetic aperture radar data for irrigation management in super high-density olive orchards.
Int. J. Appl. Earth Obs. Geoinformation
Marcel M. El Hajj, Samer Al-Mashharawi, Kasper Johansen, Jamal Elfarkh, Matthew F. McCabe
2022 J jnl
Monitoring Irrigation Events and Crop Dynamics Using Sentinel-1 and Sentinel-2 Time Series.
Remote. Sens.
Chunfeng Ma, Kasper Johansen, Matthew F. McCabe
2022 J jnl
Sentinel-1 Backscatter Assimilation Using Support Vector Regression or the Water Cloud Model at European Soil Moisture Sites.
IEEE Geosci. Remote. Sens. Lett.
Dominik Rains, Hans Lievens, Gabrielle J. M. De Lannoy, Matthew F. McCabe, Richard A. M. de Jeu, Diego G. Miralles
2022 J jnl
The radiometric accuracy of the 8-band multi-spectral surface reflectance from the planet SuperDove constellation.
Int. J. Appl. Earth Obs. Geoinformation
Yu-Hsuan Tu, Kasper Johansen, Bruno Aragon, Marcel M. El Hajj, Matthew F. McCabe
2021 J jnl
Combining Nadir, Oblique, and Façade Imagery Enhances Reconstruction of Rock Formations Using Unmanned Aerial Vehicles.
IEEE Trans. Geosci. Remote. Sens.
Yu-Hsuan Tu, Kasper Johansen, Bruno Aragon, Bonny M. Stutsel, Yoseline Angel, Omar A. López Camargo, Samer Al-Mashharawi, Jiale Jiang, Matteo G. Ziliani, Matthew F. McCabe
2021 J jnl
Downscaling Multispectral Satellite Images Without Colocated High-Resolution Data: A Stochastic Approach Based on Training Images.
IEEE Trans. Geosci. Remote. Sens.
Fabio Oriani, Matthew F. McCabe, Grégoire Mariéthoz
2021 J jnl
Overcoming the Challenges of Thermal Infrared Orthomosaics Using a Swath-Based Approach to Correct for Dynamic Temperature and Wind Effects.
Remote. Sens.
Yoann Malbéteau, Kasper Johansen, Bruno Aragon, Samir K. Al-Mashhawari, Matthew F. McCabe
2021 C conf
Revisiting the Spatial Scale Effects on Remotely Sensed Evaporation.
IGARSS
Bruno Aragon, Matteo G. Ziliani, Matthew F. McCabe
2020 J jnl
A Calibration Procedure for Field and UAV-Based Uncooled Thermal Infrared Instruments.
Sensors
Bruno Aragon, Kasper Johansen, Stephen Parkes, Yoann Malbéteau, Samer Al-Mashharawi, Talal Al-Amoudi, Cristhian F. Andrade, Darren Turner, Arko Lucieer, Matthew F. McCabe
2020 J jnl
Automated Georectification and Mosaicking of UAV-Based Hyperspectral Imagery from Push-Broom Sensors.
Remote. Sens.
Yoseline Angel, Darren Turner, Stephen Parkes, Yoann Malbéteau, Arko Lucieer, Matthew F. McCabe
2020 J jnl
Current Practices in UAS-based Environmental Monitoring.
Remote. Sens.
Goran Tmusic, Salvatore Manfreda, Helge Aasen, Mike R. James, Gil Gonçalves, Eyal Ben-Dor, Anna Brook, Maria Polinova, José Juan Arranz, János Mészáros, Ruodan Zhuang, Kasper Johansen, Yoann Malbéteau, Isabel Pedroso de Lima, Corine Davids, Sorin Herban, Matthew F. McCabe
2020 J jnl
Nocturnal Surface Urban Heat Island over Greater Cairo: Spatial Morphology, Temporal Trends and Links to Land-Atmosphere Influences.
Remote. Sens.
Ahmed M. El Kenawy, Mohamed E. Hereher, Sayed-Farhad Mousavi, Matthew F. McCabe, Juan Ignacio López-Moreno, Fernando Domínguez-Castro, Islam M. Gaber, Talal Al-Awadhi, Ali Al-Buloshi, Noura Al Nasiri, Salim Al-Hatrushi, Petra-Manuela Schuwerack, Dhais Peña-Angulo, Mohamed M. Abdelaal, Sergio M. Vicente-Serrano
2020 J jnl
Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest.
Frontiers Artif. Intell.
Kasper Johansen, Mitchell J. L. Morton, Yoann Malbéteau, Bruno Aragon, Samer Al-Mashharawi, Matteo G. Ziliani, Yoseline Angel, Gabriele Fiene, Sónia Negrão, Magdi A. A. Mousa, Mark A. Tester, Matthew F. McCabe
2020 J jnl
Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data.
Remote. Sens.
Chunfeng Ma, Xin Li, Matthew F. McCabe
2019 J jnl
A Random Forest Machine Learning Approach for the Retrieval of Leaf Chlorophyll Content in Wheat.
Remote. Sens.
Syed Haleem Shah, Yoseline Angel, Rasmus Houborg, Shawkat Ali, Matthew F. McCabe
2019 J jnl
Advances in the Remote Sensing of Terrestrial Evaporation.
Remote. Sens.
Matthew F. McCabe, Diego G. Miralles, Thomas R. H. Holmes, Joshua B. Fisher
2019 J jnl
Radiometric Assessment of a UAV-Based Push-Broom Hyperspectral Camera.
Sensors
Maria Alejandra Perea Barreto, Kasper Johansen, Yoseline Angel, Matthew F. McCabe
2019 J jnl
Reconstructing Cloud Contaminated Pixels Using Spatiotemporal Covariance Functions and Multitemporal Hyperspectral Imagery.
Remote. Sens.
Yoseline Angel, Rasmus Houborg, Matthew F. McCabe
2018 J jnl
Capturing the Diurnal Cycle of Land Surface Temperature Using an Unmanned Aerial Vehicle.
Remote. Sens.
Yoann Malbéteau, Stephen Parkes, Bruno Aragon, Jorge Rosas, Matthew F. McCabe
2018 J jnl
CubeSats Enable High Spatiotemporal Retrievals of Crop-Water Use for Precision Agriculture.
Remote. Sens.
Bruno Aragon, Rasmus Houborg, Kevin Tu, Joshua B. Fisher, Matthew F. McCabe
2018 J jnl
Daily Retrieval of NDVI and LAI at 3 m Resolution via the Fusion of CubeSat, Landsat, and MODIS Data.
Remote. Sens.
Rasmus Houborg, Matthew F. McCabe
2018 J jnl
Intra-Season Crop Height Variability at Commercial Farm Scales Using a Fixed-Wing UAV.
Remote. Sens.
Matteo G. Ziliani, Stephen Parkes, Ibrahim Hoteit, Matthew F. McCabe
2018 J jnl
On the Use of Unmanned Aerial Systems for Environmental Monitoring.
Remote. Sens.
Salvatore Manfreda, Matthew F. McCabe, Pauline E. Miller, Richard M. Lucas, Victor Pajuelo Madrigal, Giorgos Mallinis, Eyal Ben-Dor, David Helman, Lyndon D. Estes, Giuseppe Ciraolo, Jana Müllerová, Flavia Tauro, M. Isabel de Lima, João L. M. P. de Lima, Antonino Maltese, Félix Francés, Kelly K. Caylor, Marko Kohv, Matthew Perks, Guiomar Ruiz-Pérez, Zhongbo Su, Giulia Vico, Brigitta Tóth
2018 J jnl
Using Multi-Spectral UAV Imagery to Extract Tree Crop Structural Properties and Assess Pruning Effects.
Remote. Sens.
Kasper Johansen, Tri Raharjo, Matthew F. McCabe
2017 J jnl
Gap-Filling of Landsat 7 Imagery Using the Direct Sampling Method.
Remote. Sens.
Gaohong Yin, Grégoire Mariéthoz, Matthew F. McCabe
2017 J jnl
Sensitivity of Landsat 8 Surface Temperature Estimates to Atmospheric Profile Data: A Study Using MODTRAN in Dryland Irrigated Systems.
Remote. Sens.
Jorge Rosas, Rasmus Houborg, Matthew F. McCabe
2017 C conf
Time series from hyperion to track productivity in pivot agriculture in saudi arabia.
IGARSS
Rasmus Houborg, Matthew F. McCabe, Yoseline Angel, Elizabeth M. Middleton
2016 J jnl
A Spatio-Temporal Enhancement Method for medium resolution LAI (STEM-LAI).
Int. J. Appl. Earth Obs. Geoinformation
Rasmus Houborg, Matthew F. McCabe, Feng Gao
2016 J jnl
High-Resolution NDVI from Planet's Constellation of Earth Observing Nano-Satellites: A New Data Source for Precision Agriculture.
Remote. Sens.
Rasmus Houborg, Matthew F. McCabe
2015 C conf
Downscaling of coarse resolution LAI products to achieve both high spatial and temporal resolution for regions of interest.
IGARSS
Rasmus Houborg, Matthew F. McCabe, Feng Gao
2015 J jnl
Leaf chlorophyll constraint on model simulated gross primary productivity in agricultural systems.
Int. J. Appl. Earth Obs. Geoinformation
Rasmus Houborg, Matthew F. McCabe, Alessandro Cescatti, Anatoly A. Gitelson
2015 J jnl
Temporal Monitoring of the Soil Freeze-Thaw Cycles over a Snow-Covered Surface by Using Air-Launched Ground-Penetrating Radar.
Remote. Sens.
Khan Zaib Jadoon, Lutz Weihermüller, Matthew F. McCabe, Davood Moghadas, Harry Vereecken, Sébastien Lambot
2015 C conf
Towards a satellite based system for monitoring agricultural water use: A case study for Saudi Arabia.
IGARSS
Matthew F. McCabe, Rasmus Houborg, Jorge Rosas, Ali Ershadi, Martha C. Anderson, Christopher Hain
2003 C conf
Estimating evaporation from satellite remote sensing.
IGARSS
Eric F. Wood, Hongbo Su, Matthew F. McCabe, Bob Su