Normalized difference vegetation index prediction using reservoir computing and pretrained language models

Normalized difference vegetation index prediction using reservoir computing and pretrained language models

In this study, we examined plant health prediction through the Normalized Difference Vegetation Index (NDVI) calculated from satellite image derived reflectance values in the near-infrared and red spectra. The problem is formulated as a temporal data prediction problem. Using MODIS/Terra Vegetation...

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Bibliographic Details
Main Authors: John Olamofe, Ram Ray, Xishuang Dong, Lijun Qian
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-03-01
Series:Artificial Intelligence in Agriculture
Subjects:
Temporal prediction
NDVI
Deep learning (DL)
Reservoir computing (RC)
Large language model (LLM)
GPT2
Online Access:http://www.sciencedirect.com/science/article/pii/S2589721724000539
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