Gerrit Hoogenboom

According to our database, Gerrit Hoogenboom authored at least 36 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

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

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

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

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

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, Dean P. Holzworth, Pierre Martre

Environ. Model. Softw., October, 2023

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., September, 2023

2022

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

2021

The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise.

Daniel Wallach, Taru Palosuo, Peter J. Thorburn, Zvi Hochman, Emmanuelle Gourdain, Fety Andrianasolo, Senthold Asseng, Bruno Basso, Samuel Buis, Neil Crout, Camilla Dibari, Benjamin Dumont, Roberto Ferrise, Thomas Gaiser, Cecile Garcia, Sebastian Gayler, Afshin Ghahramani, Santosh Hiremath, Steven Hoek, Heidi Horan, Gerrit Hoogenboom, Mingxia Huang, Mohamed Jabloun, Per-Erik Jansson, Qi Jing, Eric Justes, Kurt Christian Kersebaum, Anne Klosterhalfen, Marie Launay, Elisabet Lewan, Qunying Luo, Bernardo Maestrini, Henrike Mielenz, Marco Moriondo, Hasti Nariman Zadeh, Gloria Padovan, Jørgen Eivind Olesen, Arne Poyda, Eckart Priesack, Johannes W. M. Pullens, Budong Qian, Niels Schütze, Vakhtang Shelia, Amir Souissi, Xenia Specka, Amit Kumar Srivastava, Tommaso Stella, Thilo Streck, Giacomo Trombi, Evelyn Wallor, Jing Wang, Tobias K. D. Weber, Lutz Weihermüller, Allard de Wit, Thomas Wöhling, Liujun Xiao, Chuang Zhao, Yan Zhu, Sabine J. Seidel

Environ. Model. Softw., 2021

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, Pierre Martre

Environ. Model. Softw., 2021

2020

A new approach to clustering soil profile data using the modified distance matrix.

Vakhtang Shelia, Gerrit Hoogenboom

Comput. Electron. Agric., 2020

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 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

Remotely sensed vegetation index and LAI for parameter determination of the CSM-CROPGRO-Soybean model when <i>in situ</i> 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

2018

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

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, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann

IBM J. Res. Dev., 2016

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

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

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, Peter J. Thorburn, Marián Trnka, Martin Wegehenkel

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

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

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

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

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

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

2011

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

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

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

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

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

2005

An Enhanced Artificial Neural Network for Air Temperature Prediction.

Brian A. Smith, Ronald W. McClendon, Gerrit Hoogenboom

Proceedings of the International Enformatika Conference, 2005

2004

Estimation of crop yield at the regional scale from MODIS observations.

Shunlin Liang, Hongliang Fang, Gerrit Hoogenboom, John Teasdale, Michel A. Cavigelli

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

2000

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

1999

Near Real-Time Agricultural Simulations on the Web.

Goshko A. Georgiev, Gerrit Hoogenboom

Simul., 1999

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

Proceedings of the Methodology and Tools in Knowledge-Based Systems, 1998

Aflatoxin Prediction Using a GA Trained Neural Network.

C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom

Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

1994

Fuzzy Irrigation Decision Support System.

Hong Xiang, Brahm P. Verma, Gerrit Hoogenboom

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994