Fuzzy Irrigation Decision Support System. - Hong Xiang; Brahm P. Verma; Gerrit Hoogenboom (AAAI, 1994)

Aflatoxin Prediction Using a GA Trained Neural Network. - C. E. Henderson; Walter D. Potter; Ronald W. McClendon; Gerrit Hoogenboom (FLAIRS, 1998)

Using a Genetic Algorithm to Select Parameters for a Neural Network That Predicts Aflatoxin Contamination in Peanuts. - C. E. Henderson; Walter D. Potter; Ronald W. McClendon; Gerrit Hoogenboom (IEA/AIE (Vol. 1), 1998)

Near Real-Time Agricultural Simulations on the Web. - Goshko A. Georgiev; Gerrit Hoogenboom (Simul., 1999)

Predicting Aflatoxin Contamination in Peanuts: A Genetic Algorithm/Neural Network Approach. - C. E. Henderson; Walter D. Potter; Ronald W. McClendon; Gerrit Hoogenboom (Appl. Intell., 2000)

Estimation of crop yield at the regional scale from MODIS observations. - Shunlin Liang; Hongliang Fang; Gerrit Hoogenboom; John Teasdale; Michel A. Cavigelli (IGARSS, 2004)

An Enhanced Artificial Neural Network for Air Temperature Prediction. - Brian A. Smith 003; Ronald W. McClendon; Gerrit Hoogenboom (IEC (Prague), 2005)

Ensemble Artificial Neural Networks for Prediction of Dew Point temperature. - Daniel B. Shank; Ronald W. McClendon; Joel A. Paz; Gerrit Hoogenboom (Appl. Artif. Intell., 2008)

Weather analogue: A tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach. - Mohammad Bannayan; Gerrit Hoogenboom (Environ. Model. Softw., 2008)

The Role of Crop Systems Simulation in Agriculture and Environment. - Kenneth J. Boote; Jim W. Jones; Gerrit Hoogenboom; Jeffrey W. White (Int. J. Agric. Environ. Inf. Syst., 2010)

Remote Sensing and Geospatial Technological Applications for Site-specific Management of Fruit and Nut Crops: A Review. - Sudhanshu Sekhar Panda; Gerrit Hoogenboom; Joel O. Paz (Remote. Sens., 2010)

Support vector regression with reduced training sets for air temperature prediction: a comparison with artificial neural networks. - Robert F. Chevalier; Gerrit Hoogenboom; Ronald W. McClendon; Joel A. Paz (Neural Comput. Appl., 2011)

A web-based fuzzy expert system for frost warnings in horticultural crops. - Robert F. Chevalier; Gerrit Hoogenboom; Ronald W. McClendon; Joel O. Paz (Environ. Model. Softw., 2012)

Reanalysis of a global soil database for crop and environmental modeling. - Consuelo C. Romero; Gerrit Hoogenboom; Guillermo A. Baigorria; Jawoo Koo; Arjan J. Gijsman; Stanley Wood (Environ. Model. Softw., 2012)

Comparison of individual and combined ANN models for prediction of air and dew point temperature. - Karthik Nadig; Walter D. Potter; Gerrit Hoogenboom; Ronald W. McClendon (Appl. Intell., 2013)

A genetic algorithm to refine input data selection for air temperature prediction using artificial neural networks. - Siva Venkadesh; Gerrit Hoogenboom; Walter D. Potter; Ronald W. McClendon (Appl. Soft Comput., 2013)

Thematic issue on agricultural systems modelling and software - Part II. - Ioannis N. Athanasiadis; Sander Janssen; Dean P. Holzworth; Peter J. Thorburn; Marcello Donatelli; Valerie O. Snow; Gerrit Hoogenboom; Jeffrey W. White (Environ. Model. Softw., 2015)

Agricultural production systems modelling and software: Current status and future prospects. - Dean P. Holzworth; Val Snow; Sander Janssen; Ioannis N. Athanasiadis; Marcello Donatelli; Gerrit Hoogenboom; Jeffrey W. White; Peter J. Thorburn (Environ. Model. Softw., 2015)

Analysis and classification of data sets for calibration and validation of agro-ecosystem models. - Kurt Christian Kersebaum; Kenneth J. Boote; J. S. Jorgenson; Claas Nendel; Marco Bindi; C. Frühauf; Thomas Gaiser; Gerrit Hoogenboom; C. Kollas; Jørgen Eivind Olesen; Reimund P. Rötter; Françoise Ruget; et al. (Environ. Model. Softw., 2015)

An integrated crop and hydrologic modeling system to estimate hydrologic impacts of crop irrigation demands. - Richard T. McNider; C. Handyside; K. Doty; Water Lee Ellenburg; James F. Cruise; John R. Christy; D. Moss; Vaishali Sharda; Gerrit Hoogenboom; Peter Caldwell (Environ. Model. Softw., 2015)

Calibration and validation of APSIM-Wheat and CERES-Wheat for spring wheat under rainfed conditions: Models evaluation and application. - Mukhtar Ahmed; Mustazhar Nasib Akram; Muhammad Asim; Muhammad Aslam; Fayyaz-ul Hassan; Stewart Higgins; Claudio O. Stöckle; Gerrit Hoogenboom (Comput. Electron. Agric., 2016)

Toward large-scale crop production forecasts for global food security. - G. Badr; Levente J. Klein; Marcus Freitag; Conrad M. Albrecht; Fernando J. Marianno; Siyuan Lu 003; Xiaoyan Shao; Nigel Hinds; Gerrit Hoogenboom; Hendrik F. Hamann (IBM J. Res. Dev., 2016)

START: A data preparation tool for crop simulation models using web-based soil databases. - Kwang Soo Kim; Byung Hyun Yoo; Vakhtang Shelia; Cheryl H. Porter; Gerrit Hoogenboom (Comput. Electron. Agric., 2018)

Remotely sensed vegetation index and LAI for parameter determination of the CSM-CROPGRO-Soybean model when in situ data are not available. - Jonathan Richetti; Kenneth J. Boote; Gerrit Hoogenboom; Jasmeet Judge; Jerry Adriani Johann; Miguel Angel Uribe-Opazo (Int. J. Appl. Earth Obs. Geoinformation, 2019)

A multi-scale and multi-model gridded framework for forecasting crop production, risk analysis, and climate change impact studies. - Vakhtang Shelia; James Hansen; Vaishali Sharda; Cheryl H. Porter; Pramod Aggarwal; Carol J. Wilkerson; Gerrit Hoogenboom (Environ. Model. Softw., 2019)

jDSSAT: A JavaScript Module for DSSAT-CSM integration. - Jonas de Abreu Resenes; Willingthon Pavan; Carlos Amaral Hölbig; José Maurício Cunha Fernandes; Vakhtang Shelia; Cheryl H. Porter; Gerrit Hoogenboom (SoftwareX, 2019)

A new approach to clustering soil profile data using the modified distance matrix. - Vakhtang Shelia; Gerrit Hoogenboom (Comput. Electron. Agric., 2020)

Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. - Cyrille Ahmed Midingoyi; Christophe Pradal; Andreas Enders; Davide Fumagalli; Hélène Raynal; Marcello Donatelli; Ioannis N. Athanasiadis; Cheryl H. Porter; Gerrit Hoogenboom; Dean P. Holzworth; Frédérick Garçia; Peter J. Thorburn; et al. (Environ. Model. Softw., 2021)

The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise. - Daniel Wallach 001; Taru Palosuo; Peter J. Thorburn; Zvi Hochman; Emmanuelle Gourdain; Fety Andrianasolo; Senthold Asseng; Bruno Basso; Samuel Buis; Neil Crout; Camilla Dibari; Benjamin Dumont; et al. (Environ. Model. Softw., 2021)

Assessment of nine gridded temperature data for modeling of wheat production systems. - Alireza Araghi; Christopher J. Martinez; Jørgen Eivind Olesen; Gerrit Hoogenboom (Comput. Electron. Agric., 2022)

Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping. - Fitsum T. Teshome; Haimanote K. Bayabil; Gerrit Hoogenboom; Bruce Schaffer; Aditya Singh; Yiannis Ampatzidis (Comput. Electron. Agric., 2023)

Crop modeling frameworks interoperability through bidirectional source code transformation. - Cyrille Ahmed Midingoyi; Christophe Pradal; Andreas Enders; Davide Fumagalli; Patrice Lecharpentier; Hélène Raynal; Marcello Donatelli; Davide Fanchini; Ioannis N. Athanasiadis; Cheryl H. Porter; Gerrit Hoogenboom; Fabio A. A. Oliveira; et al. (Environ. Model. Softw., 2023)

Enhancing crop model parameter estimation across computing environments: Utilizing the GLUE method and parallel computing for determining genetic coefficients. - Thiago Berton Ferreira; Vakhtang Shelia; Cheryl Porter; Patricia Moreno Cadena; Montserrat Salmeron Cortasa; Muhammad Sohail Khan; Willingthon Pavan; Gerrit Hoogenboom (Comput. Electron. Agric., 2024)

Design, fabrication and evaluation of a robot for plant nutrient monitoring in greenhouse (case study: Iron nutrient in spinach). - Maryam Nadafzadeh; Ahmad Banakar; Saman Abdanan Mehdizadeh; Mohammad Reza Zare Bavani; Saeid Minaei; Gerrit Hoogenboom (Comput. Electron. Agric., 2024)

Improving soil moisture prediction with deep learning and machine learning models. - Fitsum T. Teshome; Haimanote K. Bayabil; Bruce Schaffer; Yiannis Ampatzidis; Gerrit Hoogenboom (Comput. Electron. Agric., 2024)

Simulating soil hydrologic dynamics using crop growth and machine learning models. - Fitsum T. Teshome; Haimanote K. Bayabil; Bruce Schaffer; Yiannis Ampatzidis; Gerrit Hoogenboom; Aditya Singh (Comput. Electron. Agric., 2024)