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1

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Towards collaboration between unmanned aerial and ground vehicles for precision agriculture

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Bhandari, Subodh, Raheja, Amar, Green, Robert L., Do, Dat

Year:

2017

Language:

english

File:

PDF, 6.49 MB

english, 2017

2

Multi-time scale stream flow predictions: The support vector machines approach

Tirusew Asefa, Mariush Kemblowski, Mac McKee, Abedalrazq Khalil

Journal:

Journal of Hydrology

Year:

2006

Language:

english

File:

PDF, 431 KB

english, 2006

3

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Real-time yield estimation based on deep learning

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Rahnemoonfar, Maryam, Sheppard, Clay

Year:

2017

Language:

english

File:

PDF, 518 KB

english, 2017

4

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Automated information-analytical system for thunderstorm monitoring and early warning alarms using modern physical sensors and information technologies with elements of artificial intelligence

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Boldyreff, Anton S., Bespalov, Dmitry A., Adzhiev, Anatoly Kh.

Year:

2017

Language:

english

File:

PDF, 398 KB

english, 2017

5

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Automatic mission planning algorithms for aerial collection of imaging-specific tasks

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Sponagle, Paul, Salvaggio, Carl

Year:

2017

Language:

english

File:

PDF, 4.46 MB

english, 2017

6

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Melon yield prediction using small unmanned aerial vehicles

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Zhao, Tiebiao, Wang, Zhongdao, Yang, Qi, Chen, YangQuan

Year:

2017

Language:

english

File:

PDF, 2.49 MB

english, 2017

7

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Scaling up high throughput field phenotyping of corn and soy research plots using ground rovers

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Peshlov, Boyan, Nakarmi, Akash, Baldwin, Steven, Essner, Scott, French, Jasenka

Year:

2017

Language:

english

File:

PDF, 1.96 MB

english, 2017

8

Multivariate Bayesian Regression Approach to Forecast Releases from a System of Multiple Reservoirs

Andres M. Ticlavilca, Mac McKee

Journal:

Water Resources Management

Year:

2011

Language:

english

File:

PDF, 800 KB

english, 2011

9

Application of the relevance vector machine to canal flow prediction in the Sevier River Basin

John Flake, Todd K. Moon, Mac McKee, Jacob H. Gunther

Journal:

Agricultural Water Management

Year:

2010

Language:

english

File:

PDF, 433 KB

english, 2010

10

Complexity-based robust hydrologic prediction

Pande, Saket, McKee, Mac, Bastidas, Luis A.

Journal:

Water Resources Research

Year:

2009

Language:

english

File:

PDF, 676 KB

english, 2009

11

Sparse Bayesian learning machine for real-time management of reservoir releases

Khalil, Abedalrazq, McKee, Mac, Kemblowski, Mariush, Asefa, Tirusew

Journal:

Water Resources Research

Year:

2005

Language:

english

File:

PDF, 1.34 MB

english, 2005

12

A new Bayesian recursive technique for parameter estimation

Kaheil, Yasir H., Gill, M. Kashif, McKee, Mac, Bastidas, Luis

Journal:

Water Resources Research

Year:

2006

Language:

english

File:

PDF, 1.44 MB

english, 2006

13

Parameter-dependent convergence bounds and complexity measure for a class of conceptual hydrological models

Pande, Saket, Bastidas, Luis A., Bhulai, Sandjai, McKee, Mac

Journal:

Journal of Hydroinformatics

Year:

2012

Language:

english

File:

PDF, 600 KB

english, 2012

14

Retrieval of Spectral Reflectance of High Resolution Multispectral Imagery Acquired with an Autonomous Unmanned Aerial Vehicle

Jensen, Austin, Clemens, Shannon R., McKee, Mac, Zaman, Bushra

Journal:

Photogrammetric Engineering & Remote Sensing

Year:

2014

Language:

english

File:

PDF, 802 KB

english, 2014

15

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - The remote sensing data from your UAV probably isn't scientific, but it should be!

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., McKee, Mac

Year:

2017

Language:

english

File:

PDF, 1.59 MB

english, 2017

16

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - 3D reconstruction optimization using imagery captured by unmanned aerial vehicles

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Bassie, Abby L., Meacham, Sean, Young, David, Turnage, Gray, Moorhead, Robert J.

Year:

2017

Language:

english

File:

PDF, 276 KB

english, 2017

17

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Vineyard management in virtual reality: autonomous control of a transformable drone

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Griffiths, H., Shen, H., Li, N., Rojas, S., Perkins, N., Liu, M.

Year:

2017

Language:

english

File:

PDF, 877 KB

english, 2017

18

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - A predictive model for turfgrass color and quality evaluation using deep learning and UAV imageries

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Phan, Claude, Raheja, Amar, Bhandari, Subodh, Green, Robert L., Do, Dat

Year:

2017

Language:

english

File:

PDF, 1.85 MB

english, 2017

19

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Automated geographic registration and radiometric correction for UAV-based mosaics

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Thomasson, J. Alex, Shi, Yeyin, Sima, Chao, Yang, Chenghai, Cope, Dale A.

Year:

2017

Language:

english

File:

PDF, 446 KB

english, 2017

20

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Hyperspectral imaging to identify salt-tolerant wheat lines

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Moghimi, Ali, Yang, Ce, Miller, Marisa E., Kianian, Shahryar, Marchetto, Peter

Year:

2017

Language:

english

File:

PDF, 546 KB

english, 2017

21

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Distinguishing plant population and variety with UAV-derived vegetation indices

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Oakes, Joseph, Balota, Maria

Year:

2017

Language:

english

File:

PDF, 953 KB

english, 2017

22

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Use of UAVs for support of intensive agricultural management decisions: from science to commercial application

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Torres-Rua, Alfonso

Year:

2017

Language:

english

File:

PDF, 1.53 MB

english, 2017

23

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - UAV remote sensing for phenotyping drought tolerance in peanuts

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Balota, Maria, Oakes, Joseph

Year:

2017

Language:

english

File:

PDF, 312 KB

english, 2017

24

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - Swimming in sensors and drowning in data: what is needed for UASs to be effective

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Moorhead, Robert, Prince Czarnecki, Joby M., Samiappan, Sathishkumar, Henry, W. Brien

Year:

2017

Language:

english

File:

PDF, 1.21 MB

english, 2017

25

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - A custom multi-modal sensor suite and data analysis pipeline for aerial field phenotyping

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Bartlett, Paul W., Coblenz, Lauren, Sherwin, Gary, Stambler, Adam, van der Meer, Andries

Year:

2017

Language:

english

File:

PDF, 1.97 MB

english, 2017

26

SPIE Proceedings [SPIE SPIE Commercial + Scientific Sensing and Imaging - Anaheim, California, United States (Sunday 9 April 2017)] Autonomous Air and Ground Sensing Systems for Agricultural Optimization and Phenotyping II - A case study of comparing radiometrically calibrated reflectance of an image mosaic from unmanned aerial system with that of a single image from manned aircraft over a same area

Thomasson, J. Alex, McKee, Mac, Moorhead, Robert J., Shi, Yeyin, Thomasson, J. Alex, Yang, Chenghai, Cope, Dale, Sima, Chao

Year:

2017

Language:

english

File:

PDF, 5.05 MB

english, 2017

27

[American Society of Civil Engineers World Water and Environmental Resources Congress 2005 - Anchorage, Alaska, United States (May 15-19, 2005)] Impacts of Global Climate Change - Assessment of Groundwater Vulnerability to Nitrate Contamination in Gaza Strip, Palestine

Almasri, Mohammad N., Kaluarachchi, Jagath J., Ghabayen, Said, Jarrar, Ammar, McKee, Mac, Jayyousi, Anan, Aliewi, Amjad

Language:

english

File:

PDF, 1.73 MB

english

28

Incorporation of Unmanned Aerial Vehicle (UAV) Point Cloud Products into Remote Sensing Evapotranspiration Models

Aboutalebi, Mahyar, Torres-Rua, Alfonso F., McKee, Mac, Kustas, William P., Nieto, Hector, Alsina, Maria Mar, White, Alex, Prueger, John H., McKee, Lynn, Alfieri, Joseph, Hipps, Lawrence, Coopmans, Ca

Journal:

Year:

2019

Language:

english

File:

PDF, 21.78 MB

english, 2019

29

Characterization of uncertainties in the operation and economics of the proposed seawater desalination plant in the Gaza Strip

Said Ghabayen, Mac McKee, Mariush Kemblowski

Journal:

Year:

2004

Language:

english

File:

PDF, 2.49 MB

english, 2004

30

An application of Ensemble Kalman Filter in integral-balance subsurface modeling

Qiang Shu, Mariush W. Kemblowski, Mac McKee

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2005

Language:

english

File:

PDF, 522 KB

english, 2005

31

Multiobjective analysis of chaotic dynamic systems with sparse learning machines

Abedalrazq F. Khalil, Mac McKee, Mariush Kemblowski, Tirusew Asefa, Luis Bastidas

Journal:

Advances in Water Resources

Year:

2006

Language:

english

File:

PDF, 704 KB

english, 2006

32

Support vector machines (SVMs) for monitoring network design

Tirusew Asefa, Mariush Kemblowski, Gilberto Urroz, Mac McKee

Journal:

Year:

2005

Language:

english

File:

PDF, 307 KB

english, 2005

33

BASIN SCALE WATER MANAGEMENT AND FORECASTING USING ARTIFICIAL NEURAL NETWORKS

Abedalrazq F. Khalil, Mac McKee, Mariush Kemblowski, Tirusew Asefa

Journal:

JAWRA Journal of the American Water Resources Association

Year:

2005

Language:

english

File:

PDF, 1.89 MB

english, 2005

34

SOIL MOISTURE PREDICTION USING SUPPORT VECTOR MACHINES

M. Kashif Gill, Tirusew Asefa, Mariush W. Kemblowski, Mac McKee

Journal:

JAWRA Journal of the American Water Resources Association

Year:

2006

Language:

english

File:

PDF, 2.46 MB

english, 2006

35

Soil Moisture Data Assimilation Using Support Vector Machines and Ensemble Kalman Filter

M. Kashif Gill, Mariush W. Kemblowski, Mac McKee

Journal:

JAWRA Journal of the American Water Resources Association

Year:

2007

Language:

english

File:

PDF, 614 KB

english, 2007

36

Fusion of remotely sensed data for soil moisture estimation using relevance vector and support vector machines

Zaman, Bushra, McKee, Mac, Neale, Christopher M. U.

Journal:

International Journal of Remote Sensing

Year:

2012

Language:

english

File:

PDF, 2.40 MB

english, 2012

37

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

Alfonso F. Torres, Wynn R. Walker, Mac McKee

Journal:

Agricultural Water Management

Year:

2011

Language:

english

File:

PDF, 950 KB

english, 2011

38

Ionic and isotopic ratios for identification of salinity sources and missing data in the Gaza aquifer

Said M.S. Ghabayen, Mac McKee, Mariush Kemblowski

Journal:

Journal of Hydrology

Year:

2006

Language:

english

File:

PDF, 612 KB

english, 2006

39

[IEEE 2009 IEEE International Geoscience and Remote Sensing Symposium - Cape Town, South Africa (2009.07.12-2009.07.17)] 2009 IEEE International Geoscience and Remote Sensing Symposium - AggieAir — a low-cost autonomous multispectral remote sensing platform: New developments and applications

Jensen, Austin M., Chen, YangQuan, McKee, Mac, Hardy, Thomas, Barfuss, Steven L.

Year:

2009

Language:

english

File:

PDF, 824 KB

english, 2009

40

Support vectors-based groundwater head observation networks design

Asefa, Tirusew, Kemblowski, Mariush W., Urroz, Gilberto, McKee, Mac, Khalil, Abedalrazq

Journal:

Water Resources Research

Year:

2004

Language:

english

File:

PDF, 699 KB

english, 2004

41

Applicability of statistical learning algorithms in groundwater quality modeling

Khalil, Abedalrazq, Almasri, Mohammad N., McKee, Mac, Kaluarachchi, Jagath J.

Journal:

Water Resources Research

Year:

2005

Language:

english

File:

PDF, 486 KB

english, 2005

42

Valuing certainty in a consensus-based water allocation mechanism

Pande, Saket, McKee, Mac

Journal:

Water Resources Research

Year:

2007

Language:

english

File:

PDF, 310 KB

english, 2007

43

Multiobjective particle swarm optimization for parameter estimation in hydrology

Gill, M. Kashif, Kaheil, Yasir H., Khalil, Abedalrazq, McKee, Mac, Bastidas, Luis

Journal:

Water Resources Research

Year:

2006

Language:

english

File:

PDF, 2.85 MB

english, 2006

44

Effect of missing data on performance of learning algorithms for hydrologic predictions: Implications to an imputation technique

Gill, M. Kashif, Asefa, Tirusew, Kaheil, Yasir, McKee, Mac

Journal:

Water Resources Research

Year:

2007

Language:

english

File:

PDF, 1.34 MB

english, 2007

45

Bayesian deduction for redundancy detection in groundwater quality monitoring networks

Ammar, Khalil, Khalil, Abedalrazq, McKee, Mac, Kaluarachchi, Jagath

Journal:

Water Resources Research

Year:

2008

Language:

english

File:

PDF, 2.95 MB

english, 2008

46

Machine Learning Approaches for Error Correction of Hydraulic Simulation Models for Canal Flow Schemes

Torres-Rua, Alfonso F., Ticlavilca, Andres M., Walker, Wynn R., McKee, Mac

Journal:

Journal of Irrigation and Drainage Engineering

Year:

2012

Language:

english

File:

PDF, 1.62 MB

english, 2012

47

Real-time forecasting of short-term irrigation canal demands using a robust multivariate Bayesian learning model

Andres M. Ticlavilca, Mac McKee, Wynn R. Walker

Journal:

Irrigation Science

Year:

2013

Language:

english

File:

PDF, 995 KB

english, 2013

48

Use of a relevance vector machine for groundwater quality monitoring network design under uncertainty

Khader, Abdelhaleem I., McKee, Mac

Journal:

Environmental Modelling & Software

Year:

2014

Language:

english

File:

PDF, 3.33 MB

english, 2014

49

Recursive partitioning techniques for modeling irrigation behavior

Andriyas, Sanyogita, McKee, Mac

Journal:

Environmental Modelling & Software

Year:

2013

Language:

english

File:

PDF, 1.16 MB

english, 2013

50

[IEEE 2010 IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA) - QingDao, China (2010.07.15-2010.07.17)] Proceedings of 2010 IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications - Low-cost UAV-based thermal infrared remote sensing: Platform, calibration and applications

Sheng, Hu, Chao, Haiyang, Coopmans, Cal, Han, Jinlu, McKee, Mac, Chen, YangQuan

Year:

2010

Language:

english

File:

PDF, 1.47 MB

english, 2010