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Jacob Arndt
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An assessment of climate, weather, and fuel factors influencing a large, destructive wildfire in the Knysna region, South Africa
T Kraaij, JA Baard, J Arndt, L Vhengani, BW Van Wilgen
Fire Ecology 14 (2), 1-12, 2018
902018
SpaceNet 8-The Detection of Flooded Roads and Buildings
R Hänsch, J Arndt, D Lunga, M Gibb, T Pedelose, A Boedihardjo, D Petrie, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
182022
ReSFlow: A Remote Sensing Imagery Data-Flow for Improved Model Generalization
D Lunga, J Arndt, J Gerrand, R Stewart
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
172021
Large-Scale Classification of Urban Structural Units From Remote Sensing Imagery
J Arndt, D Lunga
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
172021
Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images
J Arndt, D Lunga
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
42020
Multiscale Based Characterization and Classification of Urban Land-Use
J Arndt, D Lunga, J Weaver, S Tennille
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
42019
SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters
R Hänsch, J Arndt, D Lunga, T Pedelose, A Boedihardjo, J Pfefferkorn, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
22023
The SpaceNet 8 Challenge-From Foundation Mapping to Flood Detection
R Hänsch, J Arndt, M Gibb, A Boedihardjo, T Pedelose, TM Bacastow
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
22022
Exploring Spatially Distributed Deep Learning Models for Global Gravitational Mapping
L Yang, D Lunga, D King, J Arndt, J Bowman, R Stewart
AGU Fall Meeting 2021, 2021
22021
Assessing Human Security with Remote Sensing and GeoAI
BL Bhaduri, D Lunga, J Arndt, E Weber, A Rose, R Stewart
AGU Fall Meeting Abstracts 2019, IN42A-01, 2019
12019
Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding
A Potnis, D Lunga, A Sorokine, P Dias, L Yang, J Arndt, J Bowman, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Towards Rapid Response Updates of Populations at Risk
M Urban, J Moehl, P Dias, J Tuccillo, A Reith, K Sims, S Walters, J Arndt, ...
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Scaling Automatic Vector Data Alignment to Satellite Imagery
A Potnis, D Lunga, P Dias, L Yang, J Arndt, J Bowman
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
2023
Deep Feature Extraction Methods and Clustering of Geophysical Datasets
M Mollett, D King, CF Minter, J Beale, M Wootten, J Arndt, C Glennon, ...
AGU Fall Meeting Abstracts 2022, IN56A-04, 2022
2022
Global-Scale AI for Gravity Prediction
D King, L Yang, D Lunga, M Mollett, CF Minter, J Bowman, J Arndt, ...
AGU Fall Meeting Abstracts 2022, H33A-05, 2022
2022
New Insights into the Tightly Coupled Social Fabric of the Built Environment
M Urban, J Tuccillo, T Frazier, A Cunningham, J Fan, P Dias, J Arndt, ...
AGU Fall Meeting Abstracts 2022, GC35K-0824, 2022
2022
Towards trustworthy machine learning workflow for mapping gravity anomaly: Preliminary exploration of XAI
L Yang, J Bowman, J Arndt, J Wohlgemuth, D Lunga, D King, CF Minter
AGU Fall Meeting Abstracts 2022, IN12B-0272, 2022
2022
Deep Feature Extraction for Unsupervised Learning of Geophysical Datasets
D King, L Yang, D Lunga, J Arndt, J Bowman, R Stewart
AGU Fall Meeting 2021, 2021
2021
Image Classification of Urban Neighborhoods Using Textural Features
J Arndt, J Weaver, D Lunga
AGU Fall Meeting Abstracts 2018, IN44A-07, 2018
2018
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Articles 1–19