| Improving remotely-sensed crop monitoring by NDVI-based crop phenology estimators for corn and soybeans in Iowa and Illinois, USA B Seo, J Lee, KD Lee, S Hong, S Kang Field Crops Research 238, 113-128, 2019 | 98 | 2019 |
| Predicting and mapping soil available water capacity in Korea SY Hong, B Minasny, KH Han, Y Kim, K Lee PeerJ 1, e71, 2013 | 81 | 2013 |
| Estimating rice yield using MODIS NDVI and meteorological data in Korea SY Hong, J Hur, JB Ahn, JM Lee, BK Min, CK Lee, Y Kim, KD Lee, SH Kim, ... Korean Journal of Remote Sensing 28 (5), 509-520, 2012 | 62 | 2012 |
| Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models S Ju, H Lim, JW Ma, S Kim, K Lee, S Zhao, J Heo Agricultural and Forest Meteorology 307, 108530, 2021 | 43 | 2021 |
| Potential of hybrid CNN-RF model for early crop mapping with limited input data GH Kwak, C Park, K Lee, S Na, H Ahn, NW Park Remote Sensing 13 (9), 1629, 2021 | 40 | 2021 |
| Performance evaluation of machine learning and deep learning algorithms in crop classification: Impact of hyper-parameters and training sample size Y Kim, GH Kwak, KD Lee, SI Na, CW Park, NW Park Korean Journal of Remote Sensing 34 (5), 811-827, 2018 | 38 | 2018 |
| Selection of optimal vegetation indices for estimation of barley & wheat growth based on remote sensing-An application of unmanned aerial vehicle and field investigation data S Na, C Park, Y Cheong, C Kang, I Choi, K Lee Korean Journal of Remote Sensing 32 (5), 483-497, 2016 | 34 | 2016 |
| Estimating the amount of nitrogen in hairy vetch on paddy fields using unmaned aerial vehicle imagery KD Lee, SI Na, SC Baek, KD Park, JS Choi, SJ Kim, HJ Kim, HS Yun, ... Korean Journal of Soil Science and Fertilizer 48 (5), 384-390, 2015 | 30 | 2015 |
| Estimation of highland kimchi cabbage growth using UAV NDVI and agro-meteorological factors SI Na, SY Hong, CW Park, KD Kim, KD Lee Korean Journal of Soil Science and Fertilizer 49 (5), 420-428, 2016 | 29 | 2016 |
| Regional-scale rice-yield estimation using stacked auto-encoder with climatic and MODIS data: A case study of South Korea JW Ma, CH Nguyen, K Lee, J Heo International Journal of Remote Sensing 40 (1), 51-71, 2019 | 28 | 2019 |
| Self-learning based land-cover classification using sequential class patterns from past land-cover maps Y Kim, NW Park, KD Lee Remote Sensing 9 (9), 921, 2017 | 28 | 2017 |
| Estimation of paddy field area in North Korea using RapidEye images SY Hong, BK Min, JM Lee, Y Kim, K Lee Korean Journal of Soil Science and Fertilizer 45 (6), 1194-1202, 2012 | 27 | 2012 |
| Simulink implementation of a hydrologic model: a tank model case study JH Song, Y Her, J Park, KD Lee, MS Kang Water 9 (9), 639, 2017 | 26 | 2017 |
| Use of unmanned aerial vehicle for multi-temporal monitoring of soybean vegetation fraction HS Yun, SH Park, HJ Kim, WD Lee, KD Lee, SY Hong, GH Jung Journal of Biosystems Engineering 41 (2), 126-137, 2016 | 26 | 2016 |
| Application method of unmanned aerial vehicle for crop monitoring in Korea S Na, C Park, K So, H Ahn, K Lee Korean Journal of Remote Sensing 34 (5), 829-846, 2018 | 25 | 2018 |
| Study on Reflectance and NDVI of Aerial Images using a Fixed-Wing UAV KD Lee, YE Lee, CW Park, SY Hong, SI Na Korean Journal of Soil Science and Fertilizer 49 (6), 731-742, 2016 | 23 | 2016 |
| Characteristics of non-point pollutants discharge in a small agricultural watershed during farming season JH Kim, JS Lee, JS Ryu, KD Lee, GB Jung, WI Kim, JT Lee, SK Kwun Korean Journal of Environmental Agriculture 24 (2), 77-82, 2005 | 19 | 2005 |
| Combining 2D CNN and bidirectional LSTM to consider spatio-temporal features in crop classification GH Kwak, MG Park, CW Park, KD Lee, SI Na, HY Ahn, NW Park Korean Journal of Remote Sensing 35 (5_1), 681-692, 2019 | 17 | 2019 |
| Development of biomass evaluation model of winter crop using RGB imagery based on unmanned aerial vehicle S Na, C Park, K So, H Ahn, K Lee Korean Journal of Remote Sensing 34 (5), 709-720, 2018 | 17 | 2018 |
| Satellite imagery based winter crop classification mapping using hierarchica classification S Na, C Park, K So, J Park, K Lee Korean journal of remote sensing 33 (5_2), 677-687, 2017 | 17 | 2017 |
