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researcher

Summer Crawford

2 papers hereh-index 3108 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAn Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions

24 citations · 28 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024★ 24 cited

An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions

Fudong Lin, Kaleb Guillot, Summer Crawford +3

Precise crop yield predictions are of national importance for ensuring food security and sustainable agricultural practices. While AI-for-science approaches have exhibited promisin…

cs.CV2023★ 4 cited

MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer

Fudong Lin, Summer Crawford, Kaleb Guillot +14

Precise crop yield prediction provides valuable information for agricultural planning and decision-making processes. However, timely predicting crop yields remains challenging as c…

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