Caroline Arnold

Northwestern University — United States

Environmental Science · Physical Sciences

11h-index804citations44works1.22yr avg
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Research Topics

Soil Moisture and Remote Sensing(11), Spectroscopy and Quantum Chemical Studies(8), Meteorological Phenomena and Simulations(6), GNSS positioning and interference(6), Photochemistry and Electron Transfer Studies(6)

Publications44 total

To believe or not to believe? Generative AI and the ‘trust dilemma’ in charitable and medical crowdfunding
Behaviour and Information Technology·2025
DeepTrees: Tree Crown Segmentation and Analysis in Remote Sensing Imagery with PyTorch
The Journal of Open Source Software·2025Open Access
Validation Challenges in Large-Scale Tree Crown Segmentations from Remote Sensing Imagery Using Deep Learning: A Case Study in Germany
Communications in computer and information science·2025
Validation Challenges in Large-Scale Tree Crown Segmentations from Remote Sensing Imagery Using Deep Learning: A Case Study in Germany
2025Open Access
Ionization-induced proton and energy transfer in liquid water
The Journal of Chemical Physics·2025· 2 citedOpen Access
Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community Challenge
arXiv (Cornell University)·2025Open Access
AI for GNSS Reflectometry: Empowering Earth Surface Monitoring from Space
2024Open Access
Evaluating Feature Impact on Ocean Wind Speed Predictions: An Application of Explainable AI to GNSS Reflectometry Data
2024· 2 cited
Efficient and stable coupling of the SuperdropNet deep-learning-based cloud microphysics (v0.1.0) with the ICON climate and weather model (v2.6.5)
Geoscientific model development·2024· 1 citedOpen Access
Estimating Soil Parameters From Hyperspectral Images: A benchmark dataset and the outcome of the HYPERVIEW challenge
IEEE Geoscience and Remote Sensing Magazine·2024· 7 citedOpen Access
Explainable AI for GNSS Reflectometry: Investigating Feature Importance for Ocean Wind Speed Estimation
2024Open Access
Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2024· 3 citedOpen Access
Generative Ai as (Un)Welcome Agents in Medical Crowdfunding: The Trust Dilemma and Moral Hazard
SSRN Electronic Journal·2024· 1 citedOpen Access
Efficient and Stable Coupling of the SuperdropNet Deep Learning-based Cloud Microphysics (v0.1.0) to the ICON Climate and Weather Model (v2.6.5)
2023· 2 citedOpen Access
Data set for: Efficient and Stable Coupling of the SuperdropNet Deep Learning-based Cloud Microphysics (v0.1.0) to the ICON Climate and Weather Model (v2.6.5)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Data set for: Efficient and Stable Coupling of the SuperdropNet Deep Learning-based Cloud Microphysics (v0.1.0) to the ICON Climate and Weather Model (v2.6.5)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks
2023· 2 cited
DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation
Remote Sensing of Environment·2023· 44 cited
Deep learning in spaceborne GNSS-R for ocean remote sensing: First insights from the AI4GNSSR project
2023· 1 citedOpen Access
Best Practices for Fortran-Python Bridges to Integrate Neural Networks in Earth System Models
2023Open Access
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Frequent Co-authors

Milad Asgarimehr(13), Robin Santra(11), Tobias Weigel(10), Tianqi Xiao(9), Lichao Mou(9), Jens Wickert(8), Daixin Zhao(8), Ludger Inhester(6), Ralph Welsch(5), Shivani Sharma(5), Zhi-Heng Loh(4), Khadijeh Khalili(4), Linda Young(4), Jens Wickert(4), Robin N. Perutz(4), Ronald E. Hester(4), John N. Moore(4), Konrad Heidler(3), Xiao Xiang Zhu(3), Tian-Qing Ye(3)