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Haimanote Kebede Bayabil

University of Florida - Institute of Food and Agricultural Sciences (IFAS)

SCHOLARLY PAPERS

6

DOWNLOADS

540

TOTAL CITATIONS

3

Scholarly Papers (6)

1.

Soil Moisture Prediction Using Deep Learning and Machine Learning Models

Number of pages: 38 Posted: 31 Mar 2024
University of Florida, University of Florida - Institute of Food and Agricultural Sciences (IFAS), University of Florida, University of Florida and University of Florida
Downloads 156 (491,334)

Abstract:

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Global performance indicator, gradient boosting models, K-nearest neighbors, random forest, and water resources management

2.

Unmanned Aerial Vehicle (Uav) Imaging and Machine Learning Applications for Plant Phenotyping

Number of pages: 37 Posted: 21 Apr 2023
University of Florida, University of Florida - Institute of Food and Agricultural Sciences (IFAS), University of Florida, University of Florida, University of Florida and University of Florida
Downloads 123 (584,619)

Abstract:

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Crop surface model, k-nearest neighbor, plant biomass, plant height, random forest, Support vector machine

3.

Crop Growth Model and Machine Learning Approaches for Simulating Soil Hydrology Dynamics

Number of pages: 35 Posted: 13 Feb 2024
University of Florida, University of Florida - Institute of Food and Agricultural Sciences (IFAS), University of Florida, University of Florida, University of Florida and University of Florida
Downloads 117 (608,822)

Abstract:

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crop water requirement, DSSAT, Simulation, support vector machine, variable rate irrigation

4.

Modeling Impacts of Projected Land Use and Climate Changes on the Water Balance in the Baro Basin, Ethiopia

Number of pages: 18 Posted: 14 Oct 2022
Mizan-Tepi University, Addis Ababa University, Texas A&M University, University of Florida - Institute of Food and Agricultural Sciences (IFAS) and Prairie View A&M University
Downloads 68 (907,769)

Abstract:

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land use scenarios, climate scenarios, combined scenarios, water balance, Baro basin

5.

Exploring Deficit Irrigation as a Water Conservation Strategy: Insights from Field Experiments and Model Simulation

Number of pages: 34 Posted: 23 May 2023
University of Florida, University of Florida - Institute of Food and Agricultural Sciences (IFAS), University of Florida, University of Florida, University of Florida and University of Florida
Downloads 39 (1,196,171)
Citation 3

Abstract:

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Crop growth simulation, DSSAT, model evaluation, variable rate irrigation, water use efficiency

6.

Physiological and Biochemical Responses of the Achachairu Tree (Garcinia Humilis) to Soil Salinity

Number of pages: 37 Posted: 22 May 2024
affiliation not provided to SSRN, University of Florida, University of Florida - Institute of Food and Agricultural Sciences (IFAS), affiliation not provided to SSRN, University of Florida and University of Florida
Downloads 37 (1,249,711)

Abstract:

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Antioxidants, chlorophyll fluorescence, photosynthesis, plant nutrients, salinity tolerance