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 | 90 | 2018 |
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 | 18 | 2022 |
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 | 17 | 2021 |
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 | 17 | 2021 |
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 | 4 | 2020 |
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 | 4 | 2019 |
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 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2021 |
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 | 1 | 2019 |
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 |