Corn Yield Prediction with Ensemble CNN-DNN

Corn Yield Prediction with Ensemble CNN-DNN

29 May 2021

Mohsen Shahhosseini

S. Archontoulis

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

11 / 11 papers shown

Title
Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges Yue Shi Liangxiu Han Xin Zhang Tam Sobeih T. Gaiser Nguyen Huu Thuy Dominik Behrend A. Srivastava Krishnagopal Halder F. Ewert AI4CE 66 0 0 22 Apr 2025
Learning county from pixels: Corn yield prediction with attention-weighted multiple instance learning Xiaoyu Wang Yuchi Ma Qunying Huang Zhengwei Yang Zhou Zhang 223 1 0 17 Feb 2025
Multi-modal Data Fusion and Deep Ensemble Learning for Accurate Crop Yield Prediction Akshay Dagadu Yewle Laman Mirzayeva Oktay Karakuş 99 1 0 09 Feb 2025
Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction Francisco Mena Deepak Pathak Hiba Najjar Cristhian Sanchez P. Helber ... Marlon Nuske Marcela Charfuelan Diego Arenas Michaela Vollmer A. Dengel 102 11 0 22 Jan 2024
Convolutional Neural Network Ensemble Learning for Hyperspectral Imaging-based Blackberry Fruit Ripeness Detection in Uncontrolled Farm Environment Chollette C. Olisah Ben Trewhella Bo Li Melvyn Smith Benjamin Winstone E. C. Whitfield Felicidad Fernández Fernández Harriet Duncalfe 52 20 0 09 Jan 2024
Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support System Chollette C. Olisah Lyndon N. Smith Melvyn Smith Lawrence Morolake Osi Ojukwu 49 1 0 08 Jan 2024
A Hybrid Deep Learning-based Approach for Optimal Genotype by Environment Selection Zahra Khalilzadeh Motahareh Kashanian S. Khaki Lizhi Wang 61 0 0 22 Sep 2023
Graph Sparsification for GCN Towards Optimal Crop Yield Predictions Saghar Bagheri Gene Cheung T. Eadie 44 0 0 02 Jun 2023
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications Francisco Mena Diego Arenas Marlon Nuske Andreas Dengel 73 4 0 20 Dec 2022
A weakly supervised framework for high-resolution crop yield forecasts Dilli Paudel Diego Marcos A. de Wit H. Boogaard Ioannis Athanasiadis 31 5 0 18 May 2022
Winter wheat yield prediction using convolutional neural networks from environmental and phenological data A. Srivastava N. Safaei S. Khaki Gina M. Lopez W. Zeng F. Ewert T. Gaiser Jaber Rahimi 67 104 0 04 May 2021