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Kate Marie Duffy

Observed names: Duffy, Kate, Duffy, Kate Marie, Kate Duffy
ORCID: 0000-0002-6506-5978
Observed ORCID: 0000-0002-6506-5978
OpenAlex ID: A5011636406
Climate-mediated shifts in temperature fluctuations promote extinction risk
2022 · Kate Duffy, Tarik C. Gouhier, et al. · Nature Climate Change · 106
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Explainable deep learning for insights in El Niño and river flows
2023 · Yumin Liu, Kate Duffy, et al. · Nature Communications · 51
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Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting
2024 · Puja Das, August Posch, et al. · npj Climate and Atmospheric Science · 49
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Multi-Scale Association between Vegetation Growth and Climate in India: A Wavelet Analysis Approach
2019 · Dawn Emil Sebastian, Sangram Ganguly, et al. · Remote Sensing · 39
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Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images
2018 · Edward Collier, Kate Duffy, et al. · IEEE ... International Conference on Data Mining workshops · 29
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A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing
2022 · Kate Duffy, Thomas J. Vandal, et al. · IEEE Transactions on Neural Networks and Learning Systems · 20
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Spectral Synthesis for Geostationary Satellite-to-Satellite Translation
2021 · Thomas J. Vandal, Daniel McDuff, et al. · IEEE Transactions on Geoscience and Remote Sensing · 18
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Multisensor Machine Learning to Retrieve High Spatiotemporal Resolution Land Surface Temperature
2022 · Kate Duffy, Thomas J. Vandal, et al. · IEEE Access · 7
Semantic Segmentation of High Resolution Satellite Imagery using Generative Adversarial Networks with Progressive Growing
2021 · Edward Collier, Supratik Mukhopadhyay, et al. · Remote Sensing Letters · 5
Non-linear dynamical approaches for characterizing multi-sector climate impacts under irreducible uncertainty
2025 · Rachindra Mawalagedara, Arnob Ray, et al. · npj Climate and Atmospheric Science · 3
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DeepEmSat: Deep Emulation for Satellite Data Mining
2019 · Kate Duffy, Thomas Vandal, et al. · Frontiers in Big Data · 3
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Dense Feature Tracking of Atmospheric Winds with Deep Optical Flow
2022 · Thomas J. Vandal, Kate Duffy, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2
Deep Learning Emulation of Multi-Angle Implementation of Atmospheric Correction (MAIAC).
2019 · Kate Duffy, Thomas Vandal, et al. · arXiv (Cornell University) · 1
Distilling deep optical flow stereo methods to retrieve dense three-dimensional wind fields
2026 · Vandal, Thomas J., Wu, Dong L., et al. · arXiv (Cornell University)
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Global Atmospheric Data Assimilation with Multi-Modal Masked Autoencoders
2025 · Thomas J. Vandal, Kate Duffy, et al. · IEEE ... International Conference on Data Mining workshops
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Non-linear dynamical approaches for multi-sector climate resilience under irreducible uncertainty
2025 · Rachindra Mawalagedara, Arnob Ray, et al.
A Multi-Modal Observation-Driven Foundation Model for Global Data Assimilation
2025 · Thomas Vandal, Kate Duffy, et al.
Author Correction: Climate-mediated shifts in temperature fluctuations promote extinction risk
2023 · Kate Duffy, Tarik C. Gouhier, et al. · Nature Climate Change
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Insights in climate variability and impacts on ecology
2021 · Kate Marie Duffy
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Climate Change Impacts on Global Ecology
2020 · Kate Duffy · 100th American Meteorological Society Annual Meeting
Residual networks for retrieval of multispectral surface reflectance
2019 · Kate Marie Duffy
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NEX-AI: A Cloud and HPC Agnostic Framework for Scaling Deep Learning and Machine Learning Applications for Earth Science
2018 · S. Ganguly, Subodh Kalia, et al. · AGU Fall Meeting Abstracts
Insights in climate variability and impacts on ecology: integrating process based and data driven models.
· Duffy, Kate Marie · Digital Repository Service (Northeastern University)
Works count: 24
Citation count: 333
H-index: 7
I10-index: 7
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