Gerrit Hoogenboom

University of Florida

SCHOLARLY PAPERS

10

DOWNLOADS

390

SSRN CITATIONS

4

CROSSREF CITATIONS

0

Scholarly Papers (10)

1.

High Spatial Resolution Seasonal Crop Yield Forecasting for Heterogeneous Maize Environments in the Oromia Regional State, Ethiopia

Number of pages: 43 Posted: 04 Apr 2022
International Maize and Wheat Improvement Centre, affiliation not provided to SSRN, University of Florida, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Florida
Downloads 116 (448,416)
Citation 1

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Crop modeling, Gridded simulations, East Africa, DSSAT, Forecast skill

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 70 (618,489)

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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 49 (733,964)

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

4.

Crop Model Determined Mega-Environments for Cassava Yield Trials on Paddy Fields Following Rice

Number of pages: 27 Posted: 24 Aug 2022
Khon Kaen University, Khon Kaen University, Khon Kaen University, Khon Kaen University and University of Florida
Downloads 43 (774,267)

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Cropping System Model, GGE biplot, mega-environments, multi-environment trials

5.

Adapting the Cropgro Model to Simulate Growth, Development, and Yield of Bambara Groundnut (Vigna Subterranea L. Verdc), an Underutilized Crop

Number of pages: 43 Posted: 07 Sep 2023
Asha Sajeewani Karunaratne, Gerrit Hoogenboom and Kenneth Boote
Sabaragamuwa University of Sri Lanka, University of Florida and University of Florida
Downloads 35 (834,291)

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temperature response, landraces, simulation modelling, DSSAT

6.

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 27 (903,211)
Citation 2

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

7.

Modelling the Impacts of Climate Change on the Sustainability of Rainfed and Irrigated Maize in Pakistan

Number of pages: 33 Posted: 01 Dec 2023
Sindh Agriculture University, Sindh Agriculture University, Sindh Agriculture University, Sindh Agriculture University, Pakistan Agricultural Research Council, University of Florida and Cranfield University
Downloads 23 (941,187)

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Adaptation, CERES-Maize, Crop Modelling, DSSAT, LARS-WG, Pothwar region

8.

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 17 (1,002,830)

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

9.

Spatio-Temporal Maize Yield Prediction Using Sparse Input Data for Mali with Craft

Number of pages: 52 Posted: 11 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Florida, affiliation not provided to SSRN, affiliation not provided to SSRN, International Center for Biosaline Agriculture, Columbia University, affiliation not provided to SSRN and University of Florida
Downloads 7 (1,104,659)

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Climate risk, Smallholder agriculture, Gridded simulations, Edaphic factors, Decision support, Food security

10.

Crop Modelling as a Strategic Tool for Optimizing Agricultural Production: A Case Study for Sunflower in Türkiye Conditions

Number of pages: 30 Posted: 16 Jul 2024
Hüdaverdi Gürkan, Hüseyin Bulut and Gerrit Hoogenboom
University of Florida, affiliation not provided to SSRN and University of Florida
Downloads 3 (1,141,126)

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DSSAT, crop modeling, sunflower, maximum profit, Sustainability