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Hydrology, Agriculture and Land Observation
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2020

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Retrieval of High-Resolution Soil Moisture through Combination of Sentinel-1 and Sentinel-2 Data
Year: 2020 DOI:10.3390/rs12142303
Authors: Ch. Ma, X. Li, M.F. McCabe
Remote Sens. 2020, 12(14), 2303
  • synthetic aperture radar
  • precision agriculture
  • microwave remote sensing
  • Soil moisture
Automated Georectification and Mosaicking of UAV-Based Hyperspectral Imagery from Push-Broom Sensors
Year: 2020 DOI:10.3390/rs12010034
Authors: Y. Angel, D. Turner, S. Parkes, Y. Malbéteau, A. Lucieer, M.F. McCabe
Remote Sensing, Vol 12, Issue 1, p. 34, (2020)
  • georectification
  • mosaicking
  • Push broom
  • UAV
  • Hyperspectral imaging
Mapping groundwater abstractions from irrigated agriculture: big data, inverse modeling and a satellite-model fusion approach
Year: 2020 DOI:10.5194/hess-2020-50
Authors: O. Lopez, k. Johansen, B. Aragon, T. Li, R. Houborg, Y. Malbéteau, Al-Mashharawi SK, M. U. Altaf, E. M. Fallatah, H. P. Dasari, Hoteit I, M.F. McCabe
Hydrology and Earth System Sciences, (2020)
The role of topography, soil, and remotely sensed vegetation condition towards predicting crop yield
Year: 2020 DOI:10.1016/j.fcr.2020.107788
Authors: T.E.Franz, S. Pokal, J.P. Gibson, Y. Zhou, H. Gholizadeh, F. A. Tenorio, D. Rudnick, D. Heeren, M.F. McCabe, M.G. Ziliani, Z. Jin, K. Guan, M. Pan, J. Gates, B. Wardlow
Field Crops Research, Vol. 252,p. 107788, (2020)
  • Maize and soybean
  • yield
  • spatiotemporal kriging
  • Statistics
  • Remote sensing
Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest
Year: 2020 DOI:10.3389/frai.2020.00028
Authors: k. Johansen, M.J.L. Morton, Y. Malbéteau, B. Aragon, Al-Mashharawi SK, M.G. Ziliani, Y. Angel, G. Fiene, S. Negrao, M. A. A. Mousa, M. A. Tester, M.F. McCabe
Frontiers in Artificial Intelligence, (2020)
  • biomass
  • UAV
  • Random forest
Current Practices in UAS-based Environmental Monitoring
Year: 2020 DOI:10.3390/rs12061001
Authors: G. Tmušic, S. Manfreda, H. Aasen, M. R. James, G. Gonçalves, A. Brook, M. Polinova, J. J. Arranz, J. Mészáros, R. Zhuang, k. Johansen, Y. Malbéteau, I. P. de Lima, C. Davids, S. Herban, E. Ben Dor, M.F. McCabe
Remote Sensing, Vol 12, Issue 6, (2020)
  • UAS-based mapping
  • environmental monitoring
  • effective workflow
  • guidelines
Mapping the condition of macadamia tree crops using multi-spectral UAV and WorldView-3 imagery
Year: 2020 DOI:10.1016/j.isprsjprs.2020.04.017
Authors: k. Johansen, Q. Duan, Yu-HsuanTu, C. Searle, D. Wu, S. Phinn, A. Robson, M.F. McCabe
ISPRS Journal of Photogrammetry and Remote Sensing, Volume 165, pp. 28-40, (2020)
  • UAV
  • WorldView-3
  • High spatial resolution
  • Macadamia
  • Tree condition
  • Random forest
ECOSTRESS: NASA's Next Generation Mission to Measure Evapotranspiration From the International Space Station
Year: 2020 DOI:10.1029/2019WR026058
Authors: J.B. Fisher, B. Lee, A. J. Purdy, G.H. Halverson, M.B. Dohlen, K. Cawse-Nicholson, A. Wang, R.G. Anderson, B. Aragon, M. Altaf Arain, D.D. Baldocchi, J.M. Baker, H. Barral, C.J. Bernacchi, C. Bernhofer, S.C. Biraud, G. Bohrer, N. Brunsell, B. Cappelaere, S. Castro‐Contreras, J. Chun, B. J. Conrad, E. Cremonese, J. Demarty, A. R. Desai, A. De Ligne, L. Foltýnová, M.L. Goulden, T.J. Griffis, T. Grünwald, M.S. Johnson, M. Kang, D. Kelbe, N. Kowalska, Jong‐Hwan Lim, I. Maïnassara, M.F. McCabe, J.E.C. Missik, B.P. Mohanty, C.E. Moore, L. Morillas, R. Morrison, J.W. Munger, G. Posse, A.D. Richardson, E.S. Russell, Y. Ryu, A. Sanchez‐Azofeifa, M. Schmidt, E. Schwartz, I. Sharp, L. Šigut, Y Tang, G. Hulley, M. Anderson, C. Hain, A. French, E. Wood, S. Hook
Water Resources ResearchVolume 56, Issue 4, (2020)
  • ECOSTRESS
  • Evapotranspiration
  • Jet Propulsion Laboratory (JPL)
  • thermal infrared radiation (TIR)
  • Ecosystem
Evidence for intensification of meteorological droughts in Oman over the past four decades
Year: 2020 DOI:10.1016/j.atmosres.2020.105126
Authors: Ahmed M.El Kenawy, A. Al Buloshi, T. Al-Awadhi, N. Al Nasiri, F. Navarro-Serrano, S. Alhatrushi, S.M. Robaa, F. Domínguez-Castro, M.F. McCabe, Petra-Manuela Schuwerack, J. I.Lopez-Moreno, S. M. Vicente-Serrano
Atmospheric Research, Vol. 246, p. 105126, (2020)
  • Drought
  • SPEI
  • Rainfall
  • Circulation patterns
  • Principal Components Analysis
  • Oman
A Calibration Procedure for Field and UAV-Based Uncooled Thermal Infrared Instruments
Year: 2020 DOI:10.3390/s20113316
Authors: B. Aragon, k. Johansen, S. Parkes, Y. Malbéteau, S. Al-Mashharawi, T. Al-Amoudi, C.F. Andrade, D. Turner, Arko Lucieer, M.F. McCabe
Sensors 2020, Vol. 20, Issue 11, (2020)
  • thermal infrared camera
  • calibration
  • vignetting
  • UAV
  • agricultural monitoring
  • Apogee SI-111
  • FLIR A655sc
  • TeAx 640
  • Tau 2
  • RPAS
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