Gerrit Hoogenboom

37 papers A* 1C 1Misc 1Journal 32Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Optimizing and applying the CSM-CERES-Maize model for enhanced maize yield and nitrogen management in Florida sandy soils.
Comput. Electron. Agric.
Dereje Ademe Birhan, Diego Arruda Huggins de Sá Leitão, Henrique Boriolo Dias, Alwin Hopf, Hardeep Singh, Gerrit Hoogenboom, Karun Katoch, Lakesh K. Sharma
2024 J jnl
Design, fabrication and evaluation of a robot for plant nutrient monitoring in greenhouse (case study: Iron nutrient in spinach).
Comput. Electron. Agric.
Maryam Nadafzadeh, Ahmad Banakar, Saman Abdanan Mehdizadeh, Mohammad Reza Zare Bavani, Saeid Minaei, Gerrit Hoogenboom
2024 J jnl
Enhancing crop model parameter estimation across computing environments: Utilizing the GLUE method and parallel computing for determining genetic coefficients.
Comput. Electron. Agric.
Thiago Berton Ferreira, Vakhtang Shelia, Cheryl Porter, Patricia Moreno Cadena, Montserrat Salmeron Cortasa, Muhammad Sohail Khan, Willingthon Pavan, Gerrit Hoogenboom
2024 J jnl
Improving soil moisture prediction with deep learning and machine learning models.
Comput. Electron. Agric.
Fitsum T. Teshome, Haimanote K. Bayabil, Bruce Schaffer, Yiannis Ampatzidis, Gerrit Hoogenboom
2024 J jnl
Simulating soil hydrologic dynamics using crop growth and machine learning models.
Comput. Electron. Agric.
Fitsum T. Teshome, Haimanote K. Bayabil, Bruce Schaffer, Yiannis Ampatzidis, Gerrit Hoogenboom, Aditya Singh
2023 J jnl
Crop modeling frameworks interoperability through bidirectional source code transformation.
Environ. Model. Softw.
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
2023 J jnl
Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotyping.
Comput. Electron. Agric.
Fitsum T. Teshome, Haimanote K. Bayabil, Gerrit Hoogenboom, Bruce Schaffer, Aditya Singh, Yiannis Ampatzidis
2022 J jnl
Assessment of nine gridded temperature data for modeling of wheat production systems.
Comput. Electron. Agric.
Alireza Araghi, Christopher J. Martinez, Jørgen Eivind Olesen, Gerrit Hoogenboom
2021 J jnl
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components.
Environ. Model. Softw.
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
2021 J jnl
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise.
Environ. Model. Softw.
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 Narimanzadeh, 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
2020 J jnl
A new approach to clustering soil profile data using the modified distance matrix.
Comput. Electron. Agric.
Vakhtang Shelia, Gerrit Hoogenboom
2019 J jnl
A multi-scale and multi-model gridded framework for forecasting crop production, risk analysis, and climate change impact studies.
Environ. Model. Softw.
Vakhtang Shelia, James Hansen, Vaishali Sharda, Cheryl H. Porter, Pramod Aggarwal, Carol J. Wilkerson, Gerrit Hoogenboom
2019 J jnl
Remotely sensed vegetation index and LAI for parameter determination of the CSM-CROPGRO-Soybean model when
Int. J. Appl. Earth Obs. Geoinformation
Jonathan Richetti, Kenneth J. Boote, Gerrit Hoogenboom, Jasmeet Judge, Jerry Adriani Johann, Miguel Angel Uribe-Opazo
2019 J jnl
jDSSAT: A JavaScript Module for DSSAT-CSM integration.
SoftwareX
Jonas de Abreu Resenes, Willingthon Pavan, Carlos Amaral Hölbig, José Maurício Cunha Fernandes, Vakhtang Shelia, Cheryl H. Porter, Gerrit Hoogenboom
2018 J jnl
START: A data preparation tool for crop simulation models using web-based soil databases.
Comput. Electron. Agric.
Kwang Soo Kim, Byung Hyun Yoo, Vakhtang Shelia, Cheryl H. Porter, Gerrit Hoogenboom
2016 J jnl
Calibration and validation of APSIM-Wheat and CERES-Wheat for spring wheat under rainfed conditions: Models evaluation and application.
Comput. Electron. Agric.
Mukhtar Ahmed, Mustazhar Nasib Akram, Muhammad Asim, Muhammad Aslam, Fayyaz-ul Hassan, Stewart Higgins, Claudio O. Stöckle, Gerrit Hoogenboom
2016 J jnl
Toward large-scale crop production forecasts for global food security.
IBM J. Res. Dev.
G. Badr, Levente J. Klein, Marcus Freitag, Conrad M. Albrecht, Fernando J. Marianno, Siyuan Lu, Xiaoyan Shao, Nigel Hinds, Gerrit Hoogenboom, Hendrik F. Hamann
2015 J jnl
Agricultural production systems modelling and software: Current status and future prospects.
Environ. Model. Softw.
Dean P. Holzworth, Val Snow, Sander Janssen, Ioannis N. Athanasiadis, Marcello Donatelli, Gerrit Hoogenboom, Jeffrey W. White, Peter J. Thorburn
2015 J jnl
An integrated crop and hydrologic modeling system to estimate hydrologic impacts of crop irrigation demands.
Environ. Model. Softw.
Richard T. McNider, C. Handyside, K. Doty, Water Lee Ellenburg, James F. Cruise, John R. Christy, D. Moss, Vaishali Sharda, Gerrit Hoogenboom, Peter Caldwell
2015 J jnl
Analysis and classification of data sets for calibration and validation of agro-ecosystem models.
Environ. Model. Softw.
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
2015 J jnl
Thematic issue on agricultural systems modelling and software - Part II.
Environ. Model. Softw.
Ioannis N. Athanasiadis, Sander Janssen, Dean P. Holzworth, Peter J. Thorburn, Marcello Donatelli, Valerie O. Snow, Gerrit Hoogenboom, Jeffrey W. White
2013 J jnl
A genetic algorithm to refine input data selection for air temperature prediction using artificial neural networks.
Appl. Soft Comput.
Siva Venkadesh, Gerrit Hoogenboom, Walter D. Potter, Ronald W. McClendon
2013 J jnl
Comparison of individual and combined ANN models for prediction of air and dew point temperature.
Appl. Intell.
Karthik Nadig, Walter D. Potter, Gerrit Hoogenboom, Ronald W. McClendon
2012 J jnl
A web-based fuzzy expert system for frost warnings in horticultural crops.
Environ. Model. Softw.
Robert F. Chevalier, Gerrit Hoogenboom, Ronald W. McClendon, Joel O. Paz
2012 J jnl
Reanalysis of a global soil database for crop and environmental modeling.
Environ. Model. Softw.
Consuelo C. Romero, Gerrit Hoogenboom, Guillermo A. Baigorria, Jawoo Koo, Arjan J. Gijsman, Stanley Wood
2011 J jnl
Support vector regression with reduced training sets for air temperature prediction: a comparison with artificial neural networks.
Neural Comput. Appl.
Robert F. Chevalier, Gerrit Hoogenboom, Ronald W. McClendon, Joel A. Paz
2010 J jnl
Remote Sensing and Geospatial Technological Applications for Site-specific Management of Fruit and Nut Crops: A Review.
Remote. Sens.
Sudhanshu Sekhar Panda, Gerrit Hoogenboom, Joel O. Paz
2010 J jnl
The Role of Crop Systems Simulation in Agriculture and Environment.
Int. J. Agric. Environ. Inf. Syst.
Kenneth J. Boote, Jim W. Jones, Gerrit Hoogenboom, Jeffrey W. White
2008 J jnl
Ensemble Artificial Neural Networks for Prediction of Dew Point temperature.
Appl. Artif. Intell.
Daniel B. Shank, Ronald W. McClendon, Joel A. Paz, Gerrit Hoogenboom
2008 J jnl
Weather analogue: A tool for real-time prediction of daily weather data realizations based on a modified k-nearest neighbor approach.
Environ. Model. Softw.
Mohammad Bannayan, Gerrit Hoogenboom
2005 — conf
An Enhanced Artificial Neural Network for Air Temperature Prediction.
IEC (Prague)
Brian A. Smith, Ronald W. McClendon, Gerrit Hoogenboom
2004 C conf
Estimation of crop yield at the regional scale from MODIS observations.
IGARSS
Shunlin Liang, Hongliang Fang, Gerrit Hoogenboom, John Teasdale, Michel A. Cavigelli
2000 J jnl
Predicting Aflatoxin Contamination in Peanuts: A Genetic Algorithm/Neural Network Approach.
Appl. Intell.
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
1999 J jnl
Near Real-Time Agricultural Simulations on the Web.
Simul.
Goshko A. Georgiev, Gerrit Hoogenboom
1998 Misc conf
Aflatoxin Prediction Using a GA Trained Neural Network.
FLAIRS
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
1998 — conf
Using a Genetic Algorithm to Select Parameters for a Neural Network That Predicts Aflatoxin Contamination in Peanuts.
IEA/AIE (Vol. 1)
C. E. Henderson, Walter D. Potter, Ronald W. McClendon, Gerrit Hoogenboom
1994 A* conf
Fuzzy Irrigation Decision Support System.
AAAI
Hong Xiang, Brahm P. Verma, Gerrit Hoogenboom