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김광수 교수

Kwang Soo Kim

서울대학교 · 농업·생명과학

연구실 소개

김광수 교수의 연구실은 농업기후 및 병해충 예측 모델링을 핵심으로 하며, 특히 잎 습도 지속시간(LWD) 예측, 소이청피병 및 콩청피병의 병원균 전파 위험 평가에 초점을 맞추고 있습니다. 기계학습 기반의 분류 및 회귀 트리(CART), 퍼지 논리 시스템, 그리고 기상 데이터를 융합한 실시간 예측 모델을 개발하여 농업 생물학적 위험을 정량적으로 평가하고 있습니다. 또한 동물줄기세포를 이용한 신경세포 분화 및 이식 연구를 통해 파킨슨병 치료에 응용 가능한 세포 치료 전략도 함께 개발하고 있습니다.

LWD 예측병해충 위험 평가퍼지 논리 모델기계학습 기반 예측줄기세포 치료

연구 현황

논문 수
239
총 인용 수
5,844
최근 5년 논문
47
주요 분야
농업·생명과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
47총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
58총합
20222023202420252026

주요 논문

15
1
논문|인용수 201·2009
Wnt1-lmx1a Forms a Novel Autoregulatory Loop and Controls Midbrain Dopaminergic Differentiation Synergistically with the SHH-FoxA2 Pathway
Sangmi Chung, Amanda Leung, Baek-Soo Han, Mi‐Yoon Chang, Jung-Il Moon, Chun-Hyung Kim, Sunghoi Hong, Jan Pruszak, Ole Isacson, Kwang Soo Kim
SJR Q1FWCI 6.0Cell stem cellOA
Cellular and Molecular NeuroscienceNeuroscience
2
논문|인용수 91·2002
Model to Enhance Site-Specific Estimation of Leaf Wetness Duration
Kwang Soo Kim, S. Elwynn Taylor, Mark L. Gleason, Kenneth J. Koehler
SJR Q1FWCI 6.4Plant Disease

The ability of empirical models to enhance accuracy of site-specific estimates of leaf wetness duration (LWD) was assessed for 15 sites in Iowa, Nebraska, and Illinois during May to September of 1997, 1998, and 1999. Enhanced estimation of LWD was obtained by applying a 0.3-m height correction to SkyBit wind-speed estimates for input to the classification and regression tree/stepwise linear discriminant (CART/SLD) model (CART/SLD/Wind model), compared to either a proprietary model (SkyBit wetnes

Nature and Landscape ConservationEnvironmental Science
3
논문|인용수 65·2007
Selection of Embryonic Stem Cell-Derived Enhanced Green Fluorescent Protein-Positive Dopamine Neurons Using the Tyrosine Hydroxylase Promoter Is Confounded by Reporter Gene Expression in Immature Cell Populations
Eva Hedlund, Jan Pruszak, Andrew Ferree, Ángel Viñuela, Sunghoi Hong, Ole Isacson, Kwang Soo Kim
SJR Q1FWCI 3.5Stem CellsOA

Transplantation of mouse embryonic stem (mES) cells can restore function in Parkinson disease models, but can generate teratomas. Purification of dopamine neurons derived from embryonic stem cells by fluorescence-activated cell sorting (FACS) could provide a functional cell population for transplantation while eliminating the risk of teratoma formation. Here we used the tyrosine hydroxylase (TH) promoter to drive enhanced green fluorescent protein (eGFP) expression in mES cells. First, we evalua

Molecular BiologyBiochemistry, Genetics and Molecular Biology
4
논문|인용수 64·2000
Rapid communication: linkage and physical mapping of the porcine melanocortin-4 receptor (MC4R) gene.
Kwang Soo Kim, N J Larsen, M. F. Rothschild
SJR Q1FWCI 1.7Journal of Animal Science

Journal Article Rapid communication: linkage and physical mapping of the porcine melanocortin-4 receptor (MC4R) gene Get access K. S. Kim, K. S. Kim 4Department of Animal Science, Iowa State University, Ames 50011, USA Search for other works by this author on: Oxford Academic PubMed Google Scholar N. J. Larsen, N. J. Larsen 4Department of Animal Science, Iowa State University, Ames 50011, USA Search for other works by this author on: Oxford Academic PubMed Google Scholar M. F. Rothschild M. F. R

Nutrition and DieteticsNursing
5
논문|인용수 47·2005
Simulation of Apparent Infection Rate to Predict Severity of Soybean Rust Using a Fuzzy Logic System
Kwang Soo Kim, Taoguang Wang, Xiaoli Yang
SJR Q1FWCI 3.0Phytopathology

ABSTRACT Few biologically based models to assess the risk of soybean rust have been developed because of difficulty in estimating variables related to infection rate of the disease. A fuzzy logic system, however, can estimate apparent infection rate by combining meteorological variables and biological criteria pertinent to soybean rust severity. In this study, a fuzzy logic apparent infection rate (FLAIR) model was developed to simulate severity of soybean rust and validated using data from fiel

SoftwareComputer Science
6
논문|인용수 38·2004
Development and validation of a leaf wetness duration model using a fuzzy logic system
Kwang Soo Kim, S. Elwynn Taylor, Mark L. Gleason
SJR Q1FWCI 3.6Agricultural and Forest Meteorology
Soil ScienceAgricultural and Biological Sciences
7
논문|인용수 31·2006
Forecasting Site-Specific Leaf Wetness Duration for Input to Disease-Warning Systems
Kwang Soo Kim, Mark L. Gleason, S. Elwynn Taylor
SJR Q1FWCI 3.7Plant Disease

Empirical models based on classification and regression tree analysis (CART model) or fuzzy logic (FL model) were used to forecast leaf wetness duration (LWD) 24 h into the future, using site-specific weather data estimates as inputs. Forecasted LWD and air temperature then were used as inputs to simulate performance of the Melcast and TOM-CAST disease-warning systems. Overall, the CART and FL models underpredicted LWD with a mean error (ME) of 2.3 and 3.9 h day<sup>-1</sup>, respectively. The C

Plant ScienceAgricultural and Biological Sciences
8
논문|인용수 30·2010
Spatial portability of numerical models of leaf wetness duration based on empirical approaches
Kwang Soo Kim, S. Elwynn Taylor, Mark L. Gleason, Forrest W. Nutter, Leonard B. Coop, W. F. Pfender, Robert C. Seem, Paulo César Sentelhas, Terry J. Gillespie, Anna Dalla Marta
SJR Q1FWCI 1.7Agricultural and Forest Meteorology
Nature and Landscape ConservationEnvironmental Science
9
논문|인용수 29·2005
Estimation of leaf wetness duration using empirical models in northwestern Costa Rica
Kwang Soo Kim, S. Elwynn Taylor, Mark L. Gleason, Roberto Villalobos Herrera, Luis Felipe Aráuz
SJR Q1FWCI 3.3Agricultural and Forest Meteorology
Plant ScienceAgricultural and Biological Sciences
10
논문|인용수 29·2008
Transcription Factor GATA-3 Regulates the Transcriptional Activity of Dopamine β-Hydroxylase by Interacting with Sp1 and AP4
Seok Jong Hong, Hyun Jin Choi, Sunghoi Hong, Youngbuhm Huh, Han Chae, Kwang Soo Kim
SJR Q1FWCI 2.5Neurochemical ResearchOA
GeneticsBiochemistry, Genetics and Molecular Biology
11
논문|인용수 28·2020
A surrogate weighted mean ensemble method to reduce the uncertainty at a regional scale for the calculation of potential evapotranspiration
Byounghyun Yoo, Junhwan Kim, Byun‐Woo Lee, Gerrit Hoogenboom, Kwang Soo Kim
SJR Q1FWCI 2.1Scientific ReportsOA

We propose a weighted ensemble approach using a surrogate variable. As a case study, the degree of agreement (DOA) statistics for potential evapotranspiration (PET) was determined to compare the ordinary arithmetic mean ensemble (OAME) method and the surrogate weighted mean ensemble (SWME) method for three domains. Solar radiation was used as the surrogate variable to determine the weight values for the ensemble members. Singular vector decomposition with truncation values was used to select fiv

Global and Planetary ChangeEnvironmental Science
12
논문|인용수 27·2014
Seed dormancy and germination in <i><scp>J</scp>effersonia dubia</i> (<scp>B</scp>erberidaceae) as affected by temperature and gibberellic acid
Yong Ha Rhie, S. Y. Lee, Kwang Soo Kim
SJR Q1FWCI 3.7Plant Biology

The genus Jeffersonia, which contains only two species, has a trans-Atlantic disjunct distribution. The aims of this study were to determine the requirements for breaking dormancy and germination of J. dubia seeds and to compare its dormancy characteristics with those of the congener in eastern North America. Ripe seeds of J. dubia contain an underdeveloped embryo and were permeable to water. In nature, seeds were dispersed in May, while embryos began to grow in September, and were fully elongat

Plant ScienceAgricultural and Biological Sciences
13
논문|인용수 22·2008
Trim11 increases expression of dopamine β-hydroxylase gene by interacting with Phox2b
Seok Jong Hong, Han Chae, Thomas Lardaro, Sunghoi Hong, Kwang Soo Kim
SJR Q2FWCI 0.8Biochemical and Biophysical Research CommunicationsOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology
14
논문|인용수 22·2014
Increased Genomic Integrity of an Improved Protein-Based Mouse Induced Pluripotent Stem Cell Method Compared With Current Viral-Induced Strategies
Hansoo Park, Dohoon Kim, Chun-Hyung Kim, Ryan E. Mills, Mi‐Yoon Chang, Rebecca C. Iskow, Sanghyeok Ko, Jung-Il Moon, Hyun Woo Choi, Paulo Sng Man Yoo, Jeong Tae, Min-Joon Han
SJR Q1FWCI 1.9Stem Cells Translational MedicineOA

It has recently been shown that genomic integrity (with respect to copy number variants [CNVs]) is compromised in human induced pluripotent stem cells (iPSCs) generated by viral-based ectopic expression of specific transcription factors (e.g., Oct4, Sox2, Klf4, and c-Myc). However, it is unclear how different methods for iPSC generation compare with one another with respect to CNV formation. Because array-based methods remain the gold standard for detecting unbalanced structural variants (i.e.,

Molecular BiologyBiochemistry, Genetics and Molecular Biology
15
논문|인용수 18·2010
Transcription factor AP-2β regulates the neurotransmitter phenotype and maturation of chromaffin cells
Seok Jong Hong, Yang Hoon Huh, Amanda Leung, Hyun Jin Choi, Yunmin Ding, Un Jung Kang, Seung Hyun Yoo, Reinhard Buettner, Kwang Soo Kim
SJR Q2FWCI 0.4Molecular and Cellular NeuroscienceOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology

대표 연구 분야

Molecular BiologyPlant ScienceEcology, Evolution, Behavior and SystematicsGeneticsEcologyGlobal and Planetary Change

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