Articles, reports, and other short publications produced by faculty, staff, and students affiliated with Mississippi State University's Geosystems Research Institute.
Articles
Morpho-physiological, leaf hyperspectral, and nutritional responses of lettuce to salt stress, Bikash Adhikari, Omolayo J. Olorunwa, Jeff Wilson, T. Casey Barickman, Kellie J. Walters, Sathishkumar Samiappan, and Raju Bheemanahalli
Hyperspectral Reflectance-Based High Throughput Phenotyping to Assess Water-Use Efficiency in Cotton, Sahila Beegum, Muhammad Adeel Hassan, Purushothaman Ramamoorthy, Raju Bheemanahalli, Krishna N. Reddy, Vangimalla Reddy, and Kambham Raja Reddy
Effects of drought and heat stresses during reproductive stage on pollen germination, yield, and leaf reflectance properties in maize (Zea mays L.), Raju Bheemanahalli, Purushothaman Ramamoorthy, Sadikshya Poudel, Sathishkumar Samiappan, Nuwan Wijewardane, and K Raja Reddy
Predicting select soil health genes using hyperspectral reflectance in nematode-infected and drought stressed greenhouse cotton, John P. Brooks, Martin J. Wubben, Renotta K. Smith, Josh Waldbieser, Sathishkumar Samiappan, Purushothaman Ramamoorthy, and Raju Bheemanahalli
Automated Hyperspectral Feature Selection and Classification of Wildlife Using Uncrewed Aerial Vehicles, Daniel McCraine, Sathishkumar Samiappan, Leon Kohler, Timo Sullivan, and David Will
A brief history of remote sensing of soybean, Joby M. Prince Czarnecki, Sathishkumar Samiappan, Raju Bheemanahalli, Yanbo Huang, and Sadia Alam Shammi
Drought, Low Nitrogen Stress, and Ultraviolet-B Radiation Effects on Growth, Development, and Physiology of Sweetpotato Cultivars during Early Season, Purushothaman Ramamoorthy, Raju Bheemanahalli, Stephen L. Meyers, Mark W. Shankle, and Kambham Raja Reddy
Hyperspectral Reflectance and Machine Learning Approaches for the Detection of Drought and Root–Knot Nematode Infestation in Cotton, Purushothaman Ramamoorthy, Sathishkumar Samiappan, Martin J. Wubben, John P. Brooks, Amrit Shrestha, Rajendra Mohan Panda, K. Raja Reddy, and Raju Bheemanahalli
Phenological stage and vegetation index for predicting corn yield under rainfed environments, Amrit Shrestha, Raju Bheemanahalli, Ardeshir Adeli, Sathishkumar Samiappan, Joby M. Czarnecki, Cary Daniel McCraine, K Raja Reddy, and Robert Moorhead
Impact of soil moisture stress during the silk emergence and grain-filling in maize, Ranadheer Reddy Vennam, Sadikshya Poudel, Purushothaman Ramamoorthy, Sathishkumar Samiappan, K. Raja Reddy, and Raju Bheemanahalli
Developing Functional Relationships between Soil Moisture Content and Corn Early-Season Physiology, Growth, and Development, Ranadheer Reddy Vennam, Purushothaman Ramamoorthy, Sadikshya Poudel, Kambham Raja Reddy, William Brien Henry, and Raju Bheemanahalli
Unveiling Drought-Tolerant Corn Hybrids for Early-Season Drought Resilience Using Morpho-Physiological Traits, Charles Hunt Walne, Naflath Thenveettil, Purushothaman Ramamoorthy, Raju Bheemanahalli, Krishna N. Reddy, and Kambham Raja Reddy
Book Chapters
Remote sensing algorithms and their applications in plant phenotyping, Raju Bheemanahalli, B. Santhana Krishnan, Nuwan Kumara Wijewardane, Sathishkumar Samiappan, and K. Raja Reddy
Conference Proceedings
Early Detection of Root-knot nematode (Meloidogyne incognita) infestation in cotton using hyperspectral data, Sathishkumar Samiappan, Raju Bheemanahalli, Meilun Zhou, John Brooks, and Martin Wubben
Research Data
Towards Cost Effective Autonomous Mapping of Invasive Aquatic Plants Using Deep Learning and a GPU Enabled Microcomputer, Swarup Bhattarai, Sathishkumar Samiappan, Piyush Chaudhary, and Ashutosh Shah
Aerial Wildlife Image Repository, Santhana Krishnan Boopalan
Honey Bee Image Dataset for Machine Learning and Computer Vision Model Building, Piyush Chaudhary, Connor Foley, Sathishkumar Samiappan, Leon Kohler, Volkan Senyurek, Dawson Boes, and Priyadarshini Chakrabarti
Dataset Demonstrating Relief Displacement of Airborne Objects, Joe Crumpton, Jared A. Elmore, Landon R. Jones, Morgan B. Pfeiffer, Joshua L. Hoblet, C. Daniel McCraine, Sathishkumar Samiappan, B. S. Krishnan, Raymond B. Iglay, Esteban Fernández-Juricic, and Bradley F. Blackwell
Cyperus blepharoleptos Maxent ecological niche models, Samuel A. Schmid, Maxwell G. Gebhart, and Gray Turnage
Invasion ecology of Alternanthera philoxeroides, Cyperus blepharoleptos, Panicum repens, and Triadica sebifera, Samuel A. Schmid, Adrián Lázaro-Lobo, Cory M. Shoemaker, Andrew Sample, MacKenzie Cade, Gary N. Ervin, and Gray Turnage
