Haimanote Bayabil

Assistant Professor

University of Florida Institute of Food and Agricultural Sciences

United States

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Haimanote Bayabil is an Assistant Professor at the University of Florida's Institute of Food and Agricultural Sciences. His research focuses on applying machine learning techniques to agricultural challenges, including leaf area index prediction, salinity impacts on plant transpiration, and automating UAV image processing for precision agriculture. Additionally, he investigates land use changes and evaluates agricultural practices such as hydroponics and variable rate irrigation technology.

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Collaborators (10)

Ying Zhang

Assistant Professor

University of Florida

UNITED STATES

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Kati Migliaccio

Professor

University of Florida

UNITED STATES

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zhaohui tong

Associate professor

Georgia Institute of Technology

UNITED STATES

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Vivek Sharma

Assistant Professor

University of Florida

UNITED STATES

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Sandra M. Guzman

Assistant Professor

University of Florida

UNITED STATES

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Yuncong Li

Professor

University of Florida

UNITED STATES

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Bruce Schaffer

Professor

Florida Universitària

UNITED STATES

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Aditya Singh

Assistant Professor

University of Florida

UNITED STATES

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Mesenbet Yibeltal Sebhat

Yonsei University

SOUTH KOREA

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Boaz Tulu

University of Florida

UNITED STATES

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Haimanote Bayabil

Research Interests

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About

Articles (24)

Leaf area index (LAI) prediction using machine learning and UAV based vegetation indices

AgriSenAI: Automating UAV thermal and multispectral image processing for precision agriculture

Variable Rate Technology and Its Application in Precision Agriculture

Variable Rate Irrigation Technology: A Step-by-Step Guide to Field Implementation

Assessing salinity-induced impacts on plant transpiration through machine learning: from model development to deployment

Assessing and projecting land use land cover changes using machine learning models in the Guder watershed, Ethiopia

How Efficient Are Hydroponic Lettuce Production Systems in Nutrient Usage Under Low and High Salinity?

Improving phosphorus availability in saline-alkaline agricultural soils through biochar and phosphorus solubilizing bacteria (PSB) inoculation: a greenhouse experiment

Mitigating Seawater Flooding Induced Greenhouse Gas Emissions and Nutrient Leaching Using Soil Amendments

Unveiling gully erosion susceptibility: A semi-quantitative modeling approach integrated with field data in contrasting landscapes and climate regions

Simulating soil hydrologic dynamics using crop growth and machine learning models

Dynamics of micro and macronutrients in a hydroponic nutrient film technique system under lettuce cultivation

Modeling impacts of projected land use and climate changes on the water balance in the Baro basin, Ethiopia

Modeling Surface Water–Groundwater Interactions: Evidence from Borkena Catchment, Awash River Basin, Ethiopia

Evaluating the performances of gridded satellite/reanalysis products in representing the rainfall climatology of Ethiopia

Could Forage Palm and Stone Barrier Be as Effective as Native Vegetation in Controlling Runoff and Erosion in the Brazilian Semiarid Region?

Using liquefied biomass hydrogel to mitigate salinity in salt-affected soils

Assessment of Agricultural Land Suitability for Surface Irrigation Using Geospatial Techniques in the Lower Omo Gibe Basin, Ethiopia

Irrigation Scheduling Tips for Tropical Fruit Groves in South Florida

Potential Impacts of Improper Irrigation System Design

Saltwater Intrusion and Flooding: Risks to South Florida’s Agriculture and Potential Management Practices

Changes in soil hydraulic properties due to organic amendment

Regulaciones y Guías para la Quimigación

Moisture Retention and Chemical Properties of Nursery Potting Substrates

Collaborators (10)

Ying Zhang

Kati Migliaccio

zhaohui tong

Vivek Sharma

Sandra M. Guzman

Yuncong Li

Bruce Schaffer

Aditya Singh

Mesenbet Yibeltal Sebhat

Boaz Tulu

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