A CNN-RNN Framework for Crop Yield Prediction

20 November 2019

Papers citing "A CNN-RNN Framework for Crop Yield Prediction"

13 / 13 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 96 1 0 17 Feb 2025
Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs Claire Robin C. Requena-Mesa V. Benson Lazaro Alonso Jeran Poehls Nuno Carvalhais Markus Reichstein AI4TS 27 12 0 24 Oct 2022
Unsupervised Graph Spectral Feature Denoising for Crop Yield Prediction Saghar Bagheri Chinthaka Dinesh Gene Cheung T. Eadie 16 1 0 04 Aug 2022
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction Joshua Fan Junwen Bai Zhiyun Li Ariel Ortiz-Bobea Carla P. Gomes 30 66 0 17 Nov 2021
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 34 100 0 04 May 2021
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector A. Durrant Milan Markovic David Matthews David May J. Enright Georgios Leontidis FedML 24 68 0 14 Apr 2021
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting S. Khaki N. Safaei Hieu H. Pham Lizhi Wang 24 92 0 17 Mar 2021
Simultaneous Corn and Soybean Yield Prediction from Remote Sensing Data Using Deep Transfer Learning S. Khaki Hieu H. Pham Lizhi Wang 12 118 0 05 Dec 2020
High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks S. Khaki Hieu H. Pham Ye Han W. Kent Lizhi Wang 34 17 0 23 Oct 2020
DeepCorn: A Semi-Supervised Deep Learning Method for High-Throughput Image-Based Corn Kernel Counting and Yield Estimation S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 19 60 0 20 Jul 2020
Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting S. Khaki Hieu H. Pham Ye Han Andy Kuhl W. Kent Lizhi Wang 17 53 0 26 Mar 2020
Forecasting Corn Yield with Machine Learning Ensembles Mohsen Shahhosseini Guiping Hu S. Archontoulis 29 167 0 18 Jan 2020
Classification of Crop Tolerance to Heat and Drought: A Deep Convolutional Neural Networks Approach S. Khaki Zahra Khalilzadeh Lizhi Wang 9 31 0 02 Jun 2019