Geostatistics

Comparison of geostatistical kriging algorithms for spatial estimation of geochemical data  

Probabilistic evaluation and cost-benefit analysis in environmental risk analysis of geochemical data  

Selection of optimal estimates using stochastic simulation and loss functions  

Geostatistical disaggregation of categorical data for spatial estimation and risk analysis of geochemical data 

An indicator geostatistical approach to spatial estimation of accuracy probability in land-cover classification 

Time-series mapping of temperature, precipitation, and  atmospheric pollutants using space-time geostatistics  

Geostatistical/Bayesian modeling of disease data  

Geostatistsical downscaling for the generation of fine scale thematic maps from coarse scale spatial data  

Spatio-temporal fusion of multi-sensor data using geostatistics and deep learning

Error assessment of coarse scale remote sensing data using geostatisical simulation 

Filtered kriging for error correction of coarse resolution satellite products

Fine-resolution mapping of sediment grain size and change detection using ground survey data and multi-temporal high-resolution remote sensing data 

Geostatistical integration of optical and SAR data for sediment facies mapping  

Geostatistical prediction and simulation of compositional data with auxiliary data  

Geostatistical modeling of indoor radon concentration and geogenic radon potential mapping

Investigation of the effects of uncertain input spatial data on predictive geospatial data fusion 

Spatial big data analysis using open source-based data mining and machine learning techniques  

Development of application software based on developed data processing techniques

Geun-Ho Kwak, Sungwook Hong, and No-Wook Park, 2023. Sensitivity analysis of regression-based trend estimates to input errors in spatial downscaling of coarse resolution remote sensing data, Applied Sciences, 13(18), 10233.

No-Wook Park and Dong-Ho Jang, 2020. Geostatistical classification of intertidal surface sediments using log-ratio transformation and high-resolution remote sensing imagery, Journal of Coastal Research, Special Issue No. 102, pp.157-165. 

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, Yongjae Kim, Byung-Uck Chang, and Geun-Ho Kwak, 2019. County-level indoor radon concentration mapping and uncertainty assessment in South Korea using geostatistical simulation and environmental factors, Journal of Environmental Radioactivity, 208-209, 106044.

No-Wook Park, 2019. Geostatistical integration of field measurements and multi-sensor remote sensing images for spatial prediction of grain size of intertidal surface sediments, Journal of Coastal Research, Special Issue No. 90, pp.193-199.

No-Wook Park, Yeseul Kim, and Geun-Ho Kwak, 2019. An overview of theoretical and practical issues in spatial downscaling of coarse resolution satellite-derived products, Korean Journal of Remote Sensing, 35(4), pp.589-607. 

No-Wook Park and Phaedon C. Kyriakidis, 2019. A geostatistical approach to spatial quality assessment of coarse spatial resolution remote sensing products, Journal of Sensors, vol. 2019, Article ID 7297593, 14 pages.

Mina Ha, Seung-sik Hwang, Sungchan Kang, No-Wook Park, Byung-Uck Chang, and Yongjae Kim, 2017. Geographical correlation between indoor radon concentration and risks of lung cancer, non-Hodgkin's lymphoma, and leukemia during 1999-2008 in Korea, International Journal of Environmental Research and Public Health, 14(4), 344.

No-Wook Park, Phaedon C. Kyriakidis, and Sungwook Hong, 2017. Geostatistical integration of coarse resolution satellite precipitation product and rain gauge data to map precipitation at fine spatial resolutions, Remote Sensing, 9(3), 255.

No-Wook Park, Sungwook Hong, Phaedon C. Kyriakidis, Woojoo Lee, and Sang-Jin Lyu, 2016. Geostatistical downscaling of AMSR2 precipitation with COMS infrared observations, International Journal of Remote Sensing, 37(16), pp.3858-3869.

No-Wook Park, Phaedon C. Kyriakidis, and Suk-Young Hong, 2016. Spatial estimation of classification accuracy using indicator kriging with an image-derived ambiguity index, Remote Sensing, 8(4), 320.

No-Wook Park, 2016. Time-series mapping of PM10 concentration using multi-Gaussian space-time kriging: A case study in the Seoul metropolitan area, Korea, Advances in Meteorology, vol. 2016, Article ID 9452080, 10 pages.

No-Wook Park, 2013. Spatial downscaling of TRMM precipitation using geostatistics and fine scale environmental variables, Advances in Meteorology, vol. 2013, Article ID 237126, 9 pages. 

No-Wook Park, Dong-Ho Jang, and Kwang-Hoon Chi, 2009. Integration of IKONOS imagery for geostatistical mapping of sediment grain size at Baramarae beach, Korea, International Journal of Remote Sensing, 30(21), pp.5703-5724.