Personal profile
In Korean
신용철 교수(농업생명과학대학 농업토목공학과)
Education
o (2004) B.A., Kangwon National University, Chuncheon
o (2006) M.A., Kangwon National University, Chuncheon
o (2012) Ph.D., Texas A&M University, College Station
o (2006) M.A., Kangwon National University, Chuncheon
o (2012) Ph.D., Texas A&M University, College Station
Professional Experience
o (2015~Present) Associate Professor, Kyungpook National University
o (2014~2015) Senior Researcher, APEC Climate Center, Pusan
o (2013~2014) Postdoctoral Researcher, Texas A&M University, College Station
o (2014~2015) Senior Researcher, APEC Climate Center, Pusan
o (2013~2014) Postdoctoral Researcher, Texas A&M University, College Station
Research Interests
o Land-atmosphere interaction for drought and flood prediction as well as the sustainability of water and agricultural productivity
o Drought assessment by combining process-based hydrological models and remotely sensed data footprints at multiple scales in spatio-temporal domains
o Estimation of water cycle/balance near the land surface based on atmospheric-hydrologic indicators comprised of weather forcings, soil moisture, evapotranspiration, and land surface information
o Determination of irrigation water amounts and schedules based on the degree of agricultural drought for crops
o Drought assessment by combining process-based hydrological models and remotely sensed data footprints at multiple scales in spatio-temporal domains
o Estimation of water cycle/balance near the land surface based on atmospheric-hydrologic indicators comprised of weather forcings, soil moisture, evapotranspiration, and land surface information
o Determination of irrigation water amounts and schedules based on the degree of agricultural drought for crops
Major Research Achievements
o Soil hydraulic properties in one-dimensional layered soil profile using layer-specific soil moisture assimilation scheme
o Development of a deterministic downscaling algorithm for remote sensing soil moisture footprint using soil and vegetation classifications
o Development of non-parametric evolutionary algorithm for predicting soil moisture dynamics
o Multi-model based soil moisture simulation approach under contrasting weather conditions
o Development of a deterministic downscaling algorithm for remote sensing soil moisture footprint using soil and vegetation classifications
o Development of non-parametric evolutionary algorithm for predicting soil moisture dynamics
o Multi-model based soil moisture simulation approach under contrasting weather conditions
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 13 Climate Action -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Applications of Machine Learning and Remote Sensing in Soil and Water Conservation
Kim, Y. I., Park, W. H., Shin, Y., Park, J. W., Engel, B., Yun, Y. J. & Jang, W. S., Nov 2024, In: Hydrology. 11, 11, 183.Research output: Contribution to journal › Review article › peer-review
Open Access17 Scopus citations -
Comparative analysis of wavelet transform and machine learning approaches for noise reduction in water level data
Hwang, Y., Lim, K. J., Kim, J., Shin, M., Park, Y. S., Shin, Y. & Ji, B., 2024, In: Journal of Korea Water Resources Association. 57, 3, p. 209-223 15 p.Research output: Contribution to journal › Article › peer-review
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Development of Daily Flow Expansion Regression and Web GIS-Based Pollutant Load Evaluation System
Kum, D., Ryu, J., Shin, Y., Jeon, J., Han, J., Lim, K. J. & Kim, J., Mar 2024, In: Water (Switzerland). 16, 5, 744.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Enhancing Data Quality Management in Structural Health Monitoring through Irregular Time-Series Data Anomaly Detection Using IoT Sensors
Cho, J., Lim, K. J., Kim, J., Shin, Y., Park, Y. S. & Yeon, J., Jul 2024, In: Buildings. 14, 7, 2223.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Evaluation of the Effect of Agricultural Return Flow on Water Quality, Water Quantity and Aquatic Ecology in Downstream Rivers
Kang, T., Shin, Y., Shin, M., Lee, D., Lim, K. J. & Kim, J., Jun 2024, In: Water (Switzerland). 16, 11, 1604.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations