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Isaya Kisekka

University of California, Davis

SCHOLARLY PAPERS

27

DOWNLOADS

1,771

TOTAL CITATIONS

17

Scholarly Papers (27)

1.

Evaluation of the Li710 Evapotranspiration Sensor in Comparison to Full Eddy Covariance for Monitoring Energy Fluxes in Perennial and Annual Crops

Number of pages: 44 Posted: 31 Dec 2024
Srinivasa Rao Peddinti and Isaya Kisekka
University of California, Davis and University of California, Davis
Downloads 146 (511,933)

Abstract:

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Evapotranspiration (ET), Energy Fluxes, LI-710, Eddy Covariance (EC), ET Sensor

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley1

Number of pages: 43 Posted: 28 Sep 2024
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 92 (743,299)

Abstract:

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Deep learning, soil moisture mapping, Water management, California's Central Valley, ensemble modeling, SMAP satellite, root-zone soil moisture, downscaling, evapotranspiration, groundwater sustainability, soil water

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley1

Number of pages: 47 Posted: 05 Apr 2025
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 38 (1,267,060)

Abstract:

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Deep Learning, soil moisture downscaling, water management, ensemble modeling, SMAP, root zone soil moisture

3.

Experimental Assessment of Agrivoltaics Systems in Processing Tomato Production

Number of pages: 26 Posted: 19 Mar 2025
affiliation not provided to SSRN, University of California, Davis, University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of California, Davis - Department of Land, Air and Water Resources
Downloads 115 (669,616)

Abstract:

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Agrivoltaics, processing tomato, crop performance, evapotranspiration, yield reduction.

4.

An Integrated Modeling Approach to Simulate Human-Crop-Groundwater Interactions in Intensively Irrigated Regions

Environmental Modelling & Software, 2024 [10.1016/j.envsoft.2024.106120], Environmental Modelling & Software, 2024 [10.1016/j.envsoft.2024.106120]
Number of pages: 123 Posted: 07 Feb 2024
Colorado State University, Fort Collins - College of Engineering, Colorado State University, Fort Collins, Texas A&M University, Colorado State University, Fort Collins, Colorado State University, Fort Collins, Kansas State University, Colorado State University, Fort Collins - College of Engineering, Kansas State University, University of California, Davis, USDA-ARS and Colorado State University, Fort Collins
Downloads 115 (617,542)
Citation 11

Abstract:

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Hydro-economic models, Agent-based models, Groundwater management, Aquifer depletion, Irrigated crop production, High Plains Aquifer

5.

Multisite Evaluation of Microtensiometer and Osmotic Cell Stem Water Potential Sensors in Almond Orchards

Number of pages: 38 Posted: 01 Feb 2024
University of California, Davis, University of California, Davis, University of California, Davis, University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Davis, University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Riverside (UCR) - Center for Plant Cell Biology and affiliation not provided to SSRN
Downloads 109 (645,052)
Citation 1

Abstract:

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Almond irrigation management, Stem water potential sensors, Microtensiometer, Osmotic Cell, Sensors

6.

Genetic Algorithm Optimization of Ensemble Learning Approach for Accurate Land Cover and Land Use Mapping

Number of pages: 38 Posted: 11 Dec 2023
Ali Azedou, Aouatif Amine, Isaya Kisekka and Said Lahssini
University of California, Davis, Ibn Tofail University, University of California, Davis and affiliation not provided to SSRN
Downloads 109 (645,052)
Citation 3

Abstract:

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Ensemble classification, Genetic algorithm, Machine Learning, Google Earth Engine, Land cover mapping, Cloud Computing, Hyperparameter optimization, Random Forest, Protected area management, Talassemtane National Park, Morocco.

Organic Soil Amendment Effects on Soil Hydrology in an Almond Orchard Evaluated Using Time-Lapse Electrical Resistivity Tomography

Number of pages: 32 Posted: 22 May 2023
University of California, Davis, University of California, Davis, University of Catania, affiliation not provided to SSRN and University of California, Davis
Downloads 67 (912,349)

Abstract:

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Geophysical surveys, organic soil amendments, almond orchard, Soil, water

Organic Soil Amendment Effects on Soil Hydrology in an Almond Orchard Evaluated Using Time-Lapse Electrical Resistivity Tomography

Number of pages: 32 Posted: 05 Mar 2024
University of California, Davis, University of California, Davis, University of Catania, affiliation not provided to SSRN, University of California, Davis and University of California, Davis
Downloads 29 (1,385,838)

Abstract:

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Organic soil amendments, Almond orchards, Root water uptake, Electrical resistivity tomography (ERT), Water use efficiency, Climate resilience

8.

Evaluation of Multimodel Averaging Approaches for Ensembling Evapotranspiration and Yield Simulations from Maize Models

Number of pages: 38 Posted: 06 Sep 2024
McGill University, McGill University, affiliation not provided to SSRN, Iowa State University, McGill University, Government of Canada - Agriculture and Agri-Food Canada, Government of Canada - Agriculture and Agri-Food Canada, University of Kassel, Government of Canada - Agriculture and Agri-Food Canada, McGill University, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang University, University of Manitoba, affiliation not provided to SSRN, Yangzhou University, USDA-ARS, USDA-ARS Arid Land Agricultural Research Center, USDA-ARS Arid Land Agricultural Research Center, University of Florida, Washington State University, University of Nebraska at Lincoln, USDA-ARS Conservation and Production Research Laboratory, USDA-ARS Conservation and Production Research Laboratory, USDA-ARS Conservation and Production Research Laboratory, USDA-ARS Conservation and Production Research Laboratory, USDA-ARS Conservation and Production Research Laboratory, USDA-ARS Conservation and Production Research Laboratory, University of Milan, Gorgan University of Agricultural Sciences and Natural Resources, Iowa State University, affiliation not provided to SSRN, Czech University of Life Sciences Prague (CULS), Michigan State University, affiliation not provided to SSRN, Université de Toulouse, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Centre for Agricultural Research, University of Bonn, affiliation not provided to SSRN, University of Hohenheim, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Illinois, Urbana Champaign, University of Florida, University of Washington, University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN, China Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Milan, University of Illinois Urbana-Champaign, affiliation not provided to SSRN, University of Florida, University of California, Davis - Department of Land, Air and Water Resources, Gorgan University of Agricultural Sciences and Natural Resources, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Pretoria, Government of the United States of America - US Department of Agriculture, affiliation not provided to SSRN, affiliation not provided to SSRN, Université de Toulouse, affiliation not provided to SSRN, University of Pretoria, affiliation not provided to SSRN, affiliation not provided to SSRN, China Agricultural University and affiliation not provided to SSRN
Downloads 81 (803,225)

Abstract:

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Maize, multiple crop models, evapotranspiration, yield, model averaging approaches

9.

Assessing the Impact of Recycled Water Reuse on Infiltration and Soil Structure

Number of pages: 30 Posted: 09 Jan 2024
Sultan Qaboos University, University of California, Davis, affiliation not provided to SSRN, University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Davis - Department of Land, Air and Water Resources, University of California, Davis and University of California, Davis
Downloads 78 (823,616)
Citation 2

Abstract:

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Recycled water, cation ratio of soil structural stability (CROSS), saturated hydraulic conductivity, sodicity, soil structure, Irrigation, aquifer recharge

10.

Evaluation of the Li710 Evapotranspiration Sensor in Comparison to Full Eddy Covariance for Monitoring Energy Fluxes in Perennial and Annual Crop

Number of pages: 46 Posted: 28 Jan 2025
Srinivasa Rao Peddinti and Isaya Kisekka
University of California, Davis and University of California, Davis
Downloads 77 (830,555)

Abstract:

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Evapotranspiration (ET), Energy Fluxes, LI-710, Eddy Covariance (EC), ET Sensor

11.

Generation of Single and Dual Crop Coefficients for Processing Tomatoes in the Central Valley of California Using Eddy Covariance and Soil Water Balance Modeling

Number of pages: 41 Posted: 02 Jan 2024
University of California, Davis, affiliation not provided to SSRN, affiliation not provided to SSRN and University of California, Davis
Downloads 77 (830,555)

Abstract:

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Crop coefficients, Evapotranspiration, Processing tomatoes, Eddy covariance, SIMDualKc, Soil water balance

12.

Seasonal Dynamics of Wue, Gpp, and Et in Almond Orchards Evaluated Using Eddy Covariance and Remote Sensing

Number of pages: 50 Posted: 14 Jan 2025
Srinivasa Rao Peddinti and Isaya Kisekka
University of California, Davis and University of California, Davis
Downloads 73 (875,328)

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Gross primary productivity, evapotranspiration, pySEBAL, crop water use, precision agriculture, water management

13.

Assessing the Impact of Irrigation Water with Various Cation Ratios on Strawberry Growth and Development in a Greenhouse Environment

Number of pages: 28 Posted: 06 Feb 2024
University of California, Davis, Sultan Qaboos University and University of California, Davis
Downloads 64 (942,565)

Abstract:

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Sodium Adsorption Ratio (SAR), Cation Ratio of Soil Structural Stability (CROSS), Strawberry Growth and Development, Recycled Water Irrigation, Nutrient Uptake, Soil Sodicity

14.

Assessing the Impact of Crop Water, Precipitation, and Soil Moisture on the Estimation of Evapotranspiration of Applied Water

Number of pages: 22 Posted: 29 Mar 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of California, Davis
Downloads 63 (970,490)

Abstract:

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Evapotranspiration of Applied Water, Sensitivity Analysis, Crop Water, Precipitation, Soil moisture

15.

Ensemble Deep Learning Towards High-Resolution Soil-Moisture Mapping for Enhanced Water Management in California's Central Valley

Number of pages: 48 Posted: 27 Nov 2024
University of California, Davis, Ibn Tofail University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, USDA Agricultural Research Service and University of California, Davis
Downloads 61 (961,006)

Abstract:

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deep learning, soil moisture mapping, Water management, California's Central Valley, ensemble modeling, SMAP satellite, root-zone soil moisture, downscaling, evapotranspiration, groundwater sustainability, soil water

16.

Enhancing Agricultural Water Management with Swmm: A Comparative Analysis of Gate Control Strategies in South Korea

Number of pages: 44 Posted: 28 May 2025
Hankyong National University, Hankyong National University, Kangwon National University, National Taiwan University and University of California, Davis
Downloads 54 (1,041,696)

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Agricultural water cycle, Agricultural water use, Irrigation return flow, Irrigation canal network, Storm Water Management Model (SWMM)

17.

Advanced Monitoring of Almond Orchard Water Status Using Machine Learning and Remote Sensing

Number of pages: 42 Posted: 17 Oct 2024
Srinivasa Rao Peddinti and Isaya Kisekka
University of California, Davis and University of California, Davis
Downloads 54 (1,031,043)

Abstract:

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Stem water potential, Almond, machine learning, Random Forest, Remote sensing, Irrigation

18.

Assessing Salinity Impacts on Crop Yield and Economic Returns in the Central Valley

Number of pages: 41 Posted: 17 Apr 2023
affiliation not provided to SSRN, Agricultural Research Organization Volcani Center, Agricultural Research Organization - Volcani Institute, University of Cuenca, affiliation not provided to SSRN, affiliation not provided to SSRN and University of California, Davis
Downloads 52 (1,041,696)

Abstract:

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Salinity, yield, profits, groundwater, Central Valley, California

19.

Quantifying the Impact of Climate and Management Strategies on Groundwater Conservation in the High Plains Aquifer

Number of pages: 37 Posted: 05 Apr 2023
Colorado State University, Fort Collins, Colorado State University, Fort Collins, Kansas State University, University of California, Davis and Kansas State University
Downloads 43 (1,145,425)

Abstract:

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Irrigation, Groundwater Conservation, climate change, MODFLOW, DSSAT, Management strategies

20.

Organic Substitution Increases Sunflower (Helianthus Annuus L.) Yield and Water-Fertilizer Productivity by Improving Soil Properties in an Arid Saline Area

Number of pages: 35 Posted: 30 Sep 2022
Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, University of California, Davis, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University and Northwest Agricultural and Forestry University
Downloads 39 (1,209,354)

Abstract:

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Soil water, salinity, and nitrogen, Organic fertilizer, Sunflower, grain yield

21.

Organic Substitution Increases Sunflower (Helianthus Annuus L.) Yield and Water-Fertilizer Productivity by Improving Saline-Sodic Soil Properties in an Arid Area

Number of pages: 104 Posted: 28 Dec 2022
Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University, Northwest Agricultural and Forestry University and University of California, Davis
Downloads 38 (1,222,651)

Abstract:

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Soil structure, Soil salinity and sodicity, Soil nitrogen, Organic fertilizer

22.

Impact of Recycled Water Irrigation with Varying Sodicity on Strawberry Growth, Yield, and Quality

Number of pages: 31 Posted: 14 May 2025
Sultan Qaboos University, University of California, Davis, University of California, Davis and University of California, Davis
Downloads 36 (1,236,159)

Abstract:

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Sodium adsorption ratio, Cation ratio of soil structural stability, Sodicity, soil structure, aeration, Strawberry, Recycled water Irrigation

23.

Assessing the Impact of Recycled Water Reuse on Soil Hydrology Under a Greenhouse Environment

Number of pages: 24 Posted: 09 Jan 2024
Sultan Qaboos University, University of California, Davis and University of California, Davis
Downloads 36 (1,249,711)

Abstract:

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Recycled water reuse, SAR, CROSS, sodicity, soil structure, infiltration.

24.

High-Resolution Mapping of Stem Water Potential in Walnut Orchards via Stacked Ensemble Machine Learning

Number of pages: 35 Posted: 30 Jun 2026
Srinivasa Rao Peddinti and Isaya Kisekka
University of California, Davis and University of California, Davis
Downloads 12

Abstract:

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Crop water stress, stem water potential, water use, spatial prediction, Remote sensing

25.

Beyond SAR: implications of potassium and CROSS for soil structural stability under recycled water irrigation

Number of pages: 24 Posted: 05 May 2026
Sultan Qaboos University, University of California, Davis, University of California, Davis, affiliation not provided to SSRN and University of California, Davis
Downloads 9 (1,566,597)

Abstract:

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Recycled water irrigation, SAR, CROSS, sodicity, soil structure, infiltration.

26.

More Irrigation Does Not Always Mean Higher Yield: Associations Among Soil Water Storage, Plant Water Status, and Productivity in a Spatially Variable Commercial Walnut Orchard

Number of pages: 44 Posted: 20 Jul 2026
University of California, Davis, affiliation not provided to SSRN and University of California, Davis
Downloads 4

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Variable-rate irrigation, precision irrigation, plant water status, Water productivity, spatial variability, water management, walnuts

27.

Advanced Sensible Heat Flux Range Determination in Composite Terrain Through Innovative Optimization of Hot and Cold Pixels for Enhanced Accuracy

Posted: 08 Jul 2024
University of California, Davis, affiliation not provided to SSRN, University of California, Davis, affiliation not provided to SSRN and affiliation not provided to SSRN

Abstract:

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Evapotranspiration, Remote sensing of evapotranspiration, Uncertainty, Optimization, Eddy covariance, SEBAL, Hot and cold pixel selection