Corn Yield Prediction with Ensemble CNN-DNN

Corn Yield Prediction with Ensemble CNN-DNN

29 May 2021

Mohsen Shahhosseini

S. Archontoulis

Papers citing "Corn Yield Prediction with Ensemble CNN-DNN"

11 / 11 papers shown

Title
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning Xiaoyu Wang Yuchi Ma Qunying Huang Zhengwei Yang Zhou Zhang 171 1 0 17 Feb 2025
Coupling Machine Learning and Crop Modeling Improves Crop Yield Prediction in the US Corn Belt Mohsen Shahhosseini Guiping Hu S. Archontoulis I. Huber AI4Cl 25 256 0 28 Jul 2020
Forecasting Corn Yield with Machine Learning Ensembles Mohsen Shahhosseini Guiping Hu S. Archontoulis 75 173 0 18 Jan 2020
A CNN-RNN Framework for Crop Yield Prediction S. Khaki Lizhi Wang S. Archontoulis 60 441 0 20 Nov 2019
Maize Yield and Nitrate Loss Prediction with Machine Learning Algorithms Mohsen Shahhosseini R. Martinez-Feria Guiping Hu S. Archontoulis 38 154 0 14 Aug 2019
Crop Yield Prediction Using Deep Neural Networks S. Khaki Lizhi Wang 45 541 0 07 Feb 2019
Conditional Time Series Forecasting with Convolutional Neural Networks Anastasia Borovykh S. Bohté C. Oosterlee AI4TS 47 473 0 14 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 439 43,234 0 11 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 422 43,635 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.5K 100,213 0 04 Sep 2014