An interpretable machine learning method for supporting ecosystem management: Application to species distribution models of freshwater macroinvertebrates YK Cha, J Shin, BG Go, DS Lee, YW Kim, TH Kim, YS Park Journal of Environmental Management 291, 112719, 2021 | 76 | 2021 |
Validity evaluation of a machine-learning model for chlorophyll a retrieval using Sentinel-2 from inland and coastal waters YW Kim, TH Kim, J Shin, DS Lee, YS Park, Y Kim, YK Cha Ecological Indicators 137, 108737, 2022 | 46 | 2022 |
Predicting the Global Distribution of Solenopsis geminata (Hymenoptera: Formicidae) under Climate Change Using the MaxEnt Model CM Lee, DS Lee, TS Kwon, M Athar, YS Park Insects 12 (3), 229, 2021 | 46 | 2021 |
Occurrence Prediction of the Citrus Flatid Planthopper (Metcalfa pruinosa (Say, 1830)) in South Korea Using a Random Forest Model DS Lee, YS Bae, BK Byun, S Lee, JK Park, YS Park Forests 10 (7), 583, 2019 | 37 | 2019 |
Predicting potential occurrence of pine wilt disease based on environmental factors in South Korea using machine learning algorithms DS Lee, WI Choi, Y Nam, YS Park Ecological informatics 64, 101378, 2021 | 35 | 2021 |
Dispersal patterns of pine wilt disease in the early stage of its invasion in South Korea WI Choi, HJ Song, DS Kim, DS Lee, CY Lee, Y Nam, JB Kim, YS Park Forests 8 (11), 411, 2017 | 31 | 2017 |
Distribution patterns of odonate assemblages in relation to environmental variables in streams of South Korea DY Lee, DS Lee, MJ Bae, SJ Hwang, SY Noh, JS Moon, YS Park Insects 9 (4), 152, 2018 | 26 | 2018 |
Distribution patterns of benthic macroinvertebrates in streams of Korea IS Kwak, DS Lee, C Hong, YS Park Korean Journal of Ecology and Environment 51 (1), 60-70, 2018 | 25 | 2018 |
Data-driven models for predicting community changes in freshwater ecosystems: A review DY Lee, DS Lee, YK Cha, JH Min, YS Park Ecological Informatics 77, 102163, 2023 | 18 | 2023 |
Effects of Forest Management Practices on Moth Communities in a Japanese Larch (Larix kaempferi (Lamb.) Carrière) Plantation MY Moon, SS Kim, DS Lee, HM Yang, CW Park, HS Kim, YS Park Forests 9 (9), 574, 2018 | 17 | 2018 |
Evaluation of potential distribution area of the red swamp crayfish (Procambarus clarkia) in South Korea DS Lee, YS Park Korean journal of Ecology and Environment 52 (4), 340-347, 2019 | 16 | 2019 |
Distribution Patterns of the Freshwater Oligochaete Limnodrilus hoffmeisteri Influenced by Environmental Factors in Streams on a Korean Nationwide Scale H Kang, MJ Bae, DS Lee, SJ Hwang, JS Moon, YS Park Water 9 (12), 921, 2017 | 15 | 2017 |
Impacts of introduced fishes (Carassius cuvieri, Micropterus salmoides, Lepomis macrochirus) on stream fish communities in South Korea DS Lee, DY Lee, CW Ji, IS Kwak, SJ Hwang, HJ Lee, YS Park Korean Journal of Ecology and Environment 53 (3), 241-254, 2020 | 13 | 2020 |
Environmental factors influencing on the occurrence of pine wilt disease in Korea DS Lee, Y Nam, WI Choi, YS Park Korean Journal of Ecology and Environment 50 (4), 374-380, 2017 | 13 | 2017 |
Distribution patterns and vulnerability of stoneflies (Plecoptera: Insecta) in South Korean streams with conservation perspectives DY Lee, DS Lee, SJ Hwang, KL Lee, YS Park Global Ecology and Conservation 34, e02030, 2022 | 10 | 2022 |
Characterizing responses of biological trait and functional diversity of benthic macroinvertebrates to environmental variables to develop aquatic ecosystem health assessment index MY Moon, CW Ji, DS Lee, DY Lee, SJ Hwang, SY Noh, IS Kwak, YS Park Korean Journal of Ecology and Environment 53 (1), 31-45, 2020 | 10 | 2020 |
Taxonomic and functional diversity of benthic macroinvertebrate assemblages in reservoirs of South Korea DY Lee, DS Lee, YS Park International Journal of Environmental Research and Public Health 20 (1), 673, 2022 | 9 | 2022 |
Analysis of food resources of 45 fish species in freshwater ecosystems of South Korea (Based on literature data analysis) CW Ji, DS Lee, DY Lee, IS Kwak, YS Park Korean Journal of Ecology and Environment 53 (4), 311-323, 2020 | 9 | 2020 |
Comparison of benthic macroinvertebrate communities at two headwater streams located with different temperature regions in South Korea DY Lee, DS Lee, C Park, SJ Yun, JH Lim, YS Park Korean Journal of Ecology and Environment 54 (2), 87-95, 2021 | 8 | 2021 |
Occurrence Prediction of Western Conifer Seed Bug (Leptoglossus occidentalis: Coreidae) and Evaluation of the Effects of Climate Change on Its Distribution in … DS Lee, TG Lee, YS Bae, YS Park Forests 14 (1), 117, 2023 | 6 | 2023 |