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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
3572006
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
3222006
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
2682015
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
1972015
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
1842005
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
1832011
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
1442008
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
1182019
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
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
1172018
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
1062007
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
992008
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
922010
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
672014
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
662011
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
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