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Mac McKee
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Multi-time scale stream flow predictions: The support vector machines approach
T Asefa, M Kemblowski, M McKee, A Khalil
Journal of hydrology 318 (1-4), 7-16, 2006
3532006
SOIL MOISTURE PREDICTION USING SUPPORT VECTOR MACHINES1
MK Gill, T Asefa, MW Kemblowski, M McKee
JAWRA Journal of the American Water Resources Association 42 (4), 1033-1046, 2006
3132006
Assessment of surface soil moisture using high-resolution multi-spectral imagery and artificial neural networks
L Hassan-Esfahani, A Torres-Rua, A Jensen, M McKee
Remote Sensing 7 (3), 2627-2646, 2015
2562015
Multiobjective particle swarm optimization for parameter estimation in hydrology
MK Gill, YH Kaheil, A Khalil, M McKee, L Bastidas
Water Resources Research 42 (7), 2006
2512006
Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture
M Elarab, AM Ticlavilca, AF Torres-Rua, I Maslova, M McKee
International Journal of Applied Earth Observation and Geoinformation 43, 32-42, 2015
1922015
Ionic and isotopic ratios for identification of salinity sources and missing data in the Gaza aquifer
SMS Ghabayen, M McKee, M Kemblowski
Journal of hydrology 318 (1-4), 360-373, 2006
1852006
Applicability of statistical learning algorithms in groundwater quality modeling
A Khalil, MN Almasri, M McKee, JJ Kaluarachchi
Water Resources Research 41 (5), 2005
1822005
Forecasting daily potential evapotranspiration using machine learning and limited climatic data
AF Torres, WR Walker, M McKee
Agricultural Water Management 98 (4), 553-562, 2011
1782011
Band-reconfigurable multi-UAV-based cooperative remote sensing for real-time water management and distributed irrigation control
H Chao, M Baumann, A Jensen, YQ Chen, Y Cao, W Ren, M McKee
IFAC Proceedings Volumes 41 (2), 11744-11749, 2008
1432008
Support vectors–based groundwater head observation networks design
T Asefa, MW Kemblowski, G Urroz, M McKee, A Khalil
Water Resources Research 40 (11), 2004
1182004
Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery
H Nieto, WP Kustas, A Torres-Rúa, JG Alfieri, F Gao, MC Anderson, ...
Irrigation Science 37, 389-406, 2019
1162019
The grape remote sensing atmospheric profile and evapotranspiration experiment
WP Kustas, MC Anderson, JG Alfieri, K Knipper, A Torres-Rua, CK Parry, ...
Bulletin of the American meteorological society 99 (9), 1791-1812, 2018
1152018
Effect of missing data on performance of learning algorithms for hydrologic predictions: Implications to an imputation technique
MK Gill, T Asefa, Y Kaheil, M McKee
Water resources research 43 (7), 2007
1042007
Downscaling and assimilation of surface soil moisture using ground truth measurements
YH Kaheil, MK Gill, M McKee, LA Bastidas, E Rosero
IEEE Transactions on Geoscience and Remote Sensing 46 (5), 1375-1384, 2008
982008
Assessment of optimal irrigation water allocation for pressurized irrigation system using water balance approach, learning machines, and remotely sensed data
L Hassan-Esfahani, A Torres-Rua, M McKee
Agricultural Water Management 153, 42-50, 2015
952015
Multiobjective analysis of chaotic dynamic systems with sparse learning machines
AF Khalil, M McKee, M Kemblowski, T Asefa, L Bastidas
Advances in Water Resources 29 (1), 72-88, 2006
942006
Low-cost UAV-based thermal infrared remote sensing: Platform, calibration and applications
H Sheng, H Chao, C Coopmans, J Han, M McKee, YQ Chen
Proceedings of 2010 IEEE/ASME international conference on mechatronic and …, 2010
902010
Downscaling and forecasting of evapotranspiration using a synthetic model of wavelets and support vector machines
YH Kaheil, E Rosero, MK Gill, M McKee, LA Bastidas
IEEE Transactions on Geoscience and Remote Sensing 46 (9), 2692-2707, 2008
662008
Topsoil moisture estimation for precision agriculture using unmmaned aerial vehicle multispectral imagery
L Hassan-Esfahani, A Torres-Rua, AM Ticlavilca, A Jensen, M McKee
2014 IEEE geoscience and remote sensing symposium, 3263-3266, 2014
652014
Use of high-resolution multispectral imagery acquired with an autonomous unmanned aerial vehicle to quantify the spread of an invasive wetlands species
B Zaman, AM Jensen, M McKee
2011 IEEE International Geoscience and Remote Sensing Symposium, 803-806, 2011
642011
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Articles 1–20