Data Fusion
Applications
(Ongoing research topics are highlighted in blue boldface)
Multiple geospatial data fusion for landslide hazard mapping
Geological/geochemical/geophysical data fusion for mineral potential mapping
Multi-sensor remote sensing data fusion for land-cover classification
Spatio-temporal image fusion for environmental monitoring and thematic mapping
Geogenic radiation potential mapping using geology and environmental data sets
Decision level fusion of various spatial data integration models
Multiple geoenvironmental data fusion for wildlife habitat mapping
Selected publications
Soyeon Park, No-Wook Park, and Sang-il Na, 2022. An object-based weighting approach to spatiotemporal fusion of high spatial resolution satellite images for small-scale cropland monitoring, Agronomy, 12(10), 2572.
Yeseul Kim, Phaedon C. Kyriakidis, and No-Wook Park, 2020. A cross-resolution, spatiotemporal geostatistical fusion model for combining satellite image time-series of different spatial and temporal resolutions, Remote Sensing, 12(10), 1553.
No-Wook Park, 2015. Using maximum entropy modeling for landslide susceptibility mapping with multiple environmental data sets, Environmental Earth Sciences, 73(3), pp.937-949.
Hyun-Joo Oh, No-Wook Park, Sung-Soon Lee, and Saro Lee, 2012. Extraction of landslide-related factors from ASTER imagery and its application to landslide susceptibility mapping, International Journal of Remote Sensing, 33(10), pp.3211-3231.
No-Wook Park, 2011. Application of Dempster-Shafer theory of evidence to GIS-based landslide susceptibility analysis, Environmental Earth Sciences, 62(2), pp.367-376.
No-Wook Park, 2010. Accounting for temporal contextual information in land-cover classification with multi-sensor SAR data, International Journal of Remote Sensing, 31(2), pp.281-298.
No-Wook Park and Kwang-Hoon Chi, 2008. Integration of multi-temporal/polarization C-band SAR data sets for land-cover classification, International Journal of Remote Sensing, 29(16), pp.4667-4688.
No-Wook Park and Kang-Hoon Chi, 2008. Quantitative assessment of landslide susceptibility using high-resolution remote sensing data and a generalized additive model, International Journal of Remote Sensing, 29(1), pp.247-264.