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A GNN-RNN Approach for Harnessing Geospatial and Temporal Information:
  Application to Crop Yield Prediction

A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction

17 November 2021
Joshua Fan
Junwen Bai
Zhiyun Li
Ariel Ortiz-Bobea
Carla P. Gomes
ArXivPDFHTML

Papers citing "A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction"

5 / 5 papers shown
Title
On the Generalizability of Foundation Models for Crop Type Mapping
On the Generalizability of Foundation Models for Crop Type Mapping
Yi-Chia Chang
Adam J. Stewart
Favyen Bastani
Piper Wolters
Shreya Kannan
George R. Huber
Jingtong Wang
Arindam Banerjee
36
1
0
14 Sep 2024
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems
Shiyuan Luo
Juntong Ni
Shengyu Chen
Runlong Yu
Yiqun Xie
Licheng Liu
Zhenong Jin
Huaxiu Yao
Xiaowei Jia
36
8
0
17 Nov 2023
Neural networks for geospatial data
Neural networks for geospatial data
Wentao Zhan
A. Datta
16
11
0
18 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey
Dynamic Graph Representation Learning with Neural Networks: A Survey
Leshanshui Yang
Sébastien Adam
Clément Chatelain
AI4TS
AI4CE
39
14
0
12 Apr 2023
Learning to forecast vegetation greenness at fine resolution over Africa
  with ConvLSTMs
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
25
12
0
24 Oct 2022
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