Fixed rank filtering for spatio-temporal data N Cressie, T Shi, EL Kang Journal of Computational and Graphical Statistics 19 (3), 724-745, 2010 | 246 | 2010 |
Computational and statistical analysis of metabolomics data S Ren, AA Hinzman, EL Kang, RD Szczesniak, LJ Lu Metabolomics 11, 1492-1513, 2015 | 231 | 2015 |
Bayesian inference for the spatial random effects model EL Kang, N Cressie Journal of the American Statistical Association 106 (495), 972-983, 2011 | 103 | 2011 |
Using temporal variability to improve spatial mapping with application to satellite data EL Kang, N Cressie, T Shi Canadian Journal of Statistics 38 (2), 271-289, 2010 | 95 | 2010 |
Improving MODIS snow products with a HMRF-based spatio-temporal modeling technique in the Upper Rio Grande Basin Y Huang, H Liu, B Yu, J Wu, EL Kang, M Xu, S Wang, A Klein, Y Chen Remote Sensing of Environment 204, 568-582, 2018 | 63 | 2018 |
High-resolution digital soil mapping: Kriging for very large datasets N Cressie, EL Kang Proximal Soil Sensing, 49-63, 2010 | 60 | 2010 |
Statistical analysis of small-area data based on independence, spatial, non-hierarchical, and hierarchical models EL Kang, D Liu, N Cressie Computational Statistics & Data Analysis 53 (8), 3016-3032, 2009 | 52 | 2009 |
A spectral space partition guided ensemble method for retrieving chlorophyll-a concentration in inland waters from Sentinel-2A satellite imagery M Xu, H Liu, R Beck, J Lekki, B Yang, S Shu, EL Kang, R Anderson, ... Journal of Great Lakes Research 45 (3), 454-465, 2019 | 41 | 2019 |
Combining outputs from the North American Regional Climate Change Assessment Program by using a Bayesian hierarchical model EL Kang, N Cressie, SR Sain Journal of the Royal Statistical Society: Series C (Applied Statistics) 61 …, 2012 | 40 | 2012 |
A fused Gaussian process model for very large spatial data P Ma, EL Kang Journal of Computational and Graphical Statistics 29 (3), 479-489, 2020 | 39 | 2020 |
Assessing the effects of bus stop relocation on street robbery L Liu, M Lan, JE Eck, EL Kang Computers, Environment and Urban Systems 80, 101455, 2020 | 34 | 2020 |
Bayesian hierarchical ANOVA of regional climate-change projections from NARCCAP Phase II EL Kang, N Cressie International Journal of Applied Earth Observation and Geoinformation 22, 3-15, 2013 | 26 | 2013 |
Modeling Spatial Frailties in Survival Analysis of Cucurbit Downy Mildew Epidemics PS Ojiambo, EL Kang Phytopathology 103 (3), 216-227, 2013 | 26 | 2013 |
Sensitivity and uncertainty quantification for the ECOSTRESS evapotranspiration algorithm–DisALEXI K Cawse-Nicholson, A Braverman, EL Kang, M Li, M Johnson, ... International Journal of Applied Earth Observation and Geoinformation 89, 102088, 2020 | 25 | 2020 |
Filtering partially observed multiscale systems with heterogeneous multiscale methods-based reduced climate models EL Kang, J Harlim Monthly Weather Review 140 (3), 860-873, 2012 | 24 | 2012 |
A Robust Fixed Rank Kriging Method for Improving the Spatial Completeness and Accuracy of Satellite SST Products Y Zhu, EL Kang, Y Bo, Q Tang, J Cheng, Y He IEEE Transactions on Geoscience and Remote Sensing 53 (9), 5021-5035, 2015 | 23 | 2015 |
Smoothing splines for trend estimation and prediction in time series R Morton, EL Kang, BL Henderson Environmetrics: The official journal of the International Environmetrics …, 2009 | 23 | 2009 |
Filtering nonlinear spatio-temporal chaos with autoregressive linear stochastic models EL Kang, J Harlim Physica D: Nonlinear Phenomena 241 (12), 1099-1113, 2012 | 22 | 2012 |
Spatio‐Temporal data fusion for massive sea surface temperature data from MODIS and AMSR‐E instruments P Ma, EL Kang Environmetrics 31 (2), e2594, 2020 | 21 | 2020 |
Computer model emulation with high-dimensional functional output in large-scale observing system uncertainty experiments P Ma, A Mondal, BA Konomi, J Hobbs, JJ Song, EL Kang Technometrics, 1-15, 2021 | 18 | 2021 |