이승현 Seunghyeon Lee

항공·위성 LiDAR를 현장 관측과 연결해 산림·도시 생태계의 구조와 변화를 정량화합니다.

I quantify the structure and change of forest and urban ecosystems by linking airborne and spaceborne LiDAR with field observations.

연구 분야Research focus

산림 수직구조·유형화Forest vertical structure & typology
항공·위성 LiDAR · GEDIAirborne & spaceborne LiDAR (GEDI)
도시생태·그린인프라Urban ecology & green infrastructure
도시 미기후·열 원격탐사Urban microclimate & thermal sensing
탄소·바이오매스 추정Carbon & biomass estimation
재현 가능한 공간분석Reproducible geospatial analysis

서울대학교 협동과정 조경학 박사 · 생태계획연구실

Ph.D. · Seoul National University · Landscape & Ecological Planning Lab

게재 논문 Published Articles Contact Contact CV 다운로드Download CV

01 — ABOUT

프로필

About

공간 데이터와 원격탐사를 활용해 산림·도시 생태계의 구조와 기능을 이해하고자 합니다.

주요 관심사는 항공/위성 LiDAR 기반 산림 수직 구조 분석, 도시생태계 기반 그린인프라, 그리고 데이터·코드 기반 재현 가능한 연구입니다.

I use spatial data and remote sensing to understand the structure and function of forest and urban ecosystems.

My research focuses on airborne / spaceborne LiDAR for vertical forest structure, green infrastructure for urban ecosystems, and reproducible data- and code-driven science.

연구 관심분야

Research interests

산림 수직 구조 (LiDAR)GEDI · 위성 라이다도시생태계 · 그린인프라원격탐사 · 위성영상 분석야생동물 모니터링 (드론·열화상)GIS · 공간정보 분석 Forest vertical structure (LiDAR)GEDI · Spaceborne LiDARUrban ecosystems · Green infrastructureRemote sensing · Satellite analysisWildlife monitoring (UAV / thermal)GIS · Spatial analysis

게재 논문 Publications

10 편 papers

학회 발표 Conference talks

25+ 건 presentations

연구 과제 Projects

12+ 건 projects

특허 Patents

11 건 patents

대학 정규 강의 · 특강 University & special lectures

2/20+ 건 lectures

온라인 강의 Online lectures

1,100+ 수강생 · 4개 과정 students · 4 courses

02 — EDUCATION

학력

Education

2022.03 — 2026.08

박사 · 협동과정 조경학 · 융합전공 스마트시티 글로벌 융합 Ph.D. · Interdisciplinary Program in Landscape Architecture · Integrated Major in SmartCity Global Convergence

서울대학교 Seoul National University, Seoul, Republic of Korea

생태계획연구실 · 지도교수: 송영근 교수 Landscape & Ecological Planning Lab · Advisor: Prof. Youngkeun Song

박사학위논문Dissertation: “LiDAR-Based Characterization of Vertical Structure and Disturbance in Temperate Forests”

2020.03 — 2022.02

석사 (MA) · 환경조경학과 · 융합전공 스마트시티 글로벌 융합 (석사 학위 수여) M.A. · Landscape Architecture · Integrated Major in SmartCity Global Convergence

서울대학교 환경대학원 Graduate School of Environmental Studies, Seoul National University

생태계획연구실 · 지도교수: 송영근 교수 Landscape & Ecological Planning Lab · Advisor: Prof. Youngkeun Song

석사학위논문Thesis: “Feasibility of Wildlife Detection Using UAV-derived Thermal and True-color Imagery”

2011.03 — 2017.02

학사 (BS) · 조경학과 B.S. · Landscape Architecture

경북대학교 농업생명과학대학 College of Agriculture & Life Sciences, Kyungpook National University, Daegu, Republic of Korea

03 — PUBLICATIONS

게재 논문 (10)

Publications (10)

Peer-reviewed 학술논문 목록. 최신 순으로 정렬.

Peer-reviewed publications, sorted by most recent.

Bi-temporal ALS assessment of vertical–horizontal forest structures and their structural association in a temperate urban forest

SCI Q2IF 2.4

4 Figs

First author 2026

Bi-temporal ALS assessment of vertical–horizontal forest structures and their structural association in a temperate urban forest Bi-temporal ALS assessment of vertical–horizontal forest structures and their structural association in a temperate urban forest

Forest Science and Technology

Seunghyeon Lee, Yonghwan Kim, Dohee Kim, Hansoo Kim, Youngkeun Song

PDF Web

Ecological structures and terrestrial insect diversity across successional stages in abandoned paddy fields

SCI Q1IF 6.4

6 Figs

Co-author 2026

Ecological structures and terrestrial insect diversity across successional stages in abandoned paddy fields Ecological structures and terrestrial insect diversity across successional stages in abandoned paddy fields

Agriculture, Ecosystems & Environment

Jaeyeon Kim, Seungwoo Han, Jiweon Yun, Seunghyeon Lee, Youngkeun Song

PDF Web

Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests

SCI Q1IF 7.4

7 Figs

First author 2026

Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests

Ecological Indicators

Seunghyeon Lee, Uirin Ha, Heejae Lee, Hyeyeong Choe, Hansoo Kim, Youngkeun Song

PDF Web

A three-stage framework for stand-level automated stem volume estimation in temperate forests using Mobile laser scanning

SCI Q1IF 11.4

13 Figs

Co-author 2026

A three-stage framework for stand-level automated stem volume estimation in temperate forests using Mobile laser scanning A three-stage framework for stand-level automated stem volume estimation in temperate forests using Mobile laser scanning

Remote Sensing of Environment

Jinyuan Shao, Dennis Heejoon Choi, Jidong Liu, Xiangxi Tian, Bina Thapa, Seunghyeon Lee, Ayman Habib, Songlin Fei

PDF Web

Assessing Corvus Frugilegus (Rook) Habitat Preferences through Flock-Size-Specific Species Distribution Modeling Using Citizen Science Data

SCI Q1IF 3.4

8 Figs

Co-author 2025

Assessing Corvus Frugilegus (Rook) Habitat Preferences through Flock-Size-Specific Species Distribution Modeling Using Citizen Science Data Assessing Corvus Frugilegus (Rook) Habitat Preferences through Flock-Size-Specific Species Distribution Modeling Using Citizen Science Data

Global Ecology and Conservation

Jiweon Yun, Seunghyeon Lee, Youngkeun Song

PDF Web

Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images

SCI Q1IF 5.0

13 Figs

First author 2021

Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images

Remote Sensing

Seunghyeon Lee, Youngkeun Song, Sung-Ho Kil

PDF Web

Comparing LST Estimation Methods under Matched Spatiotemporal Conditions in Low- and High-Rise Residential Areas: Satellite, Simulation, and UAV Approaches

KCI

4 Figs

First author 2026

동일 시공간 조건에서의 저층·고층 주거지 LST 산출방법 비교 — 위성영상, 시뮬레이션, UAV를 중심으로 Comparing LST Estimation Methods under Matched Spatiotemporal Conditions in Low- and High-Rise Residential Areas: Satellite, Simulation, and UAV Approaches

한국환경복원기술학회지 KOSERT

이승현, 장국화, 송영근, 길승호 Seunghyeon Lee, Gukhwa Jang, Youngkeun Song, Sung-Ho Kil

PDF Web

Forest-Type and Seasonal Analysis of GEDI–ALS Canopy Height Agreement and GEDI Structural Metrics (FHD, PAI) — A Case Study of Forests in Gwacheon-si and Uiwang-si

KCI

3 Figs

First author 2026

산림유형과 시기에 따른 GEDI–ALS 수고 일치성 및 GEDI 구조지표(FHD, PAI) 특성 분석 — 과천시와 의왕시 산림을 대상으로 Forest-Type and Seasonal Analysis of GEDI–ALS Canopy Height Agreement and GEDI Structural Metrics (FHD, PAI) — A Case Study of Forests in Gwacheon-si and Uiwang-si

한국환경복원기술학회지 KOSERT

이승현, 송영근 Seunghyeon Lee, Youngkeun Song

PDF Web

Non-destructive Carbon Storage Estimation of Salix Spp community In Wetlands Using LiDAR — A Case Study of Ungok Wetland

KCI

6 Figs

Co-author 2025

라이다 기반 습지 버드나무림의 비파괴적 탄소저장량 추정 — 운곡습지 사례 Non-destructive Carbon Storage Estimation of Salix Spp community In Wetlands Using LiDAR — A Case Study of Ungok Wetland

한국환경복원기술학회지 KOSERT

제갈갑성, 양영은, 이승현, 송영근 Gapseong Jekal, Youngeun Yang, Seunghyeon Lee, Youngkeun Song

PDF Web

Diel Activity Patterns of Water Deer (Hydropotes inermis) and Wild Boar (Sus scrofa) in a Suburban Area Monitored by Long-term Camera-Trapping

KCI

3 Figs

Co-author 2024

장기 카메라트래핑 모니터링 자료를 활용한 도시근교의 고라니 및 멧돼지 일주기성 연구 Diel Activity Patterns of Water Deer (Hydropotes inermis) and Wild Boar (Sus scrofa) in a Suburban Area Monitored by Long-term Camera-Trapping

한국환경복원기술학회지 KOSERT

한윤하, 신원협, 김지환, 김도희, 윤지원, 이석영, 김용환, 이승현, 송영근 Younha Han, Wonhyeop Shin, Jihwan Kim, Dohee Kim, Jiweon Yun, Sokyoung Yi, Yonghwan Kim, Seunghyeon Lee, Youngkeun Song

PDF Web

2026

First author SCI Q2IF 2.4

PDF Web

Bi-temporal ALS assessment of vertical–horizontal forest structures and their structural association in a temperate urban forest Bi-temporal ALS assessment of vertical–horizontal forest structures and their structural association in a temperate urban forest

Forest Science and Technology · Seunghyeon Lee, Yonghwan Kim, Dohee Kim, Hansoo Kim, Youngkeun Song

2026

Co-author SCI Q1IF 6.4

PDF Web

Ecological structures and terrestrial insect diversity across successional stages in abandoned paddy fields Ecological structures and terrestrial insect diversity across successional stages in abandoned paddy fields

Agriculture, Ecosystems & Environment · Jaeyeon Kim, Seungwoo Han, Jiweon Yun, Seunghyeon Lee, Youngkeun Song

2026

First author SCI Q1IF 7.4

PDF Web

Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests

Ecological Indicators · Seunghyeon Lee, Uirin Ha, Heejae Lee, Hyeyeong Choe, Hansoo Kim, Youngkeun Song

2026

Co-author SCI Q1IF 11.4

PDF Web

A three-stage framework for stand-level automated stem volume estimation in temperate forests using Mobile laser scanning A three-stage framework for stand-level automated stem volume estimation in temperate forests using Mobile laser scanning

Remote Sensing of Environment · Jinyuan Shao, Dennis Heejoon Choi, Jidong Liu, Xiangxi Tian, Bina Thapa, Seunghyeon Lee, Ayman Habib, Songlin Fei

2025

Co-author SCI Q1IF 3.4

PDF Web

Assessing Corvus Frugilegus (Rook) Habitat Preferences through Flock-Size-Specific Species Distribution Modeling Using Citizen Science Data Assessing Corvus Frugilegus (Rook) Habitat Preferences through Flock-Size-Specific Species Distribution Modeling Using Citizen Science Data

Global Ecology and Conservation · Jiweon Yun, Seunghyeon Lee, Youngkeun Song

2021

First author SCI Q1IF 5.0

PDF Web

Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images

Remote Sensing · Seunghyeon Lee, Youngkeun Song, Sung-Ho Kil

2026

First author KCI

PDF Web

동일 시공간 조건에서의 저층·고층 주거지 LST 산출방법 비교 — 위성영상, 시뮬레이션, UAV를 중심으로 Comparing LST Estimation Methods under Matched Spatiotemporal Conditions in Low- and High-Rise Residential Areas: Satellite, Simulation, and UAV Approaches

한국환경복원기술학회지KOSERT · 이승현, 장국화, 송영근, 길승호 Seunghyeon Lee, Gukhwa Jang, Youngkeun Song, Sung-Ho Kil

2026

First author KCI

PDF Web

산림유형과 시기에 따른 GEDI–ALS 수고 일치성 및 GEDI 구조지표(FHD, PAI) 특성 분석 — 과천시와 의왕시 산림을 대상으로 Forest-Type and Seasonal Analysis of GEDI–ALS Canopy Height Agreement and GEDI Structural Metrics (FHD, PAI) — A Case Study of Forests in Gwacheon-si and Uiwang-si

한국환경복원기술학회지KOSERT · 이승현, 송영근 Seunghyeon Lee, Youngkeun Song

2025

Co-author KCI

PDF Web

라이다 기반 습지 버드나무림의 비파괴적 탄소저장량 추정 — 운곡습지 사례 Non-destructive Carbon Storage Estimation of Salix Spp community In Wetlands Using LiDAR — A Case Study of Ungok Wetland

한국환경복원기술학회지KOSERT · 제갈갑성, 양영은, 이승현, 송영근 Gapseong Jekal, Youngeun Yang, Seunghyeon Lee, Youngkeun Song

2024

Co-author KCI

PDF Web

장기 카메라트래핑 모니터링 자료를 활용한 도시근교의 고라니 및 멧돼지 일주기성 연구 Diel Activity Patterns of Water Deer (Hydropotes inermis) and Wild Boar (Sus scrofa) in a Suburban Area Monitored by Long-term Camera-Trapping

한국환경복원기술학회지KOSERT · 한윤하, 신원협, 김지환, 김도희, 윤지원, 이석영, 김용환, 이승현, 송영근 Younha Han, Wonhyeop Shin, Jihwan Kim, Dohee Kim, Jiweon Yun, Sokyoung Yi, Yonghwan Kim, Seunghyeon Lee, Youngkeun Song

심사 중 Under Review

투고 · 심사 중 (4편) Submitted / under peer review (4)

2026.04 심사 중 Under review

Spaceborne LiDAR reveals post-fire vertical structural loss in a dense temperate Asian conifer plantation.

Seunghyeon Lee, Dennis Heejoon Choi, Youngkeun Song, James H. Thorne · Science of Remote Sensing

2026.06 수정 후 재심사 · 1차 Revise & resubmit · R1

Systematic bias in urban-forest vegetation coverage assessment: the influence of topo-edaphic conditions on discrepancies between ALS and field surveys.

Seunghyeon Lee, Hansoo Kim, Youngkeun Song · Geoscience Letters

2026.05 수정 후 재심사 · 1차 Revise & resubmit · R1

Integrating UAV-derived habitat metrics with movement persistence and species distribution models to characterize seasonal habitat use of invasive turtles in urban wetlands.

Yonghwan Kim, Seunghyeon Lee, Wonhyeop Shin, Youngkeun Song · Global Ecology and Conservation

2026.02 수정 후 재심사 · 1차 Revise & resubmit · R1

Monitoring transition-zone dynamics of a Phragmites communis–Suaeda japonica mosaic from multi-season Sentinel-2 in a coastal wetland.

Gapseong Jekal, Yong Hwan Kim, Seunghyeon Lee, Ji Weon Yun, Dae Yeol Kim, Youngkeun Song · Journal of Coastal Conservation

저서 (1)

Books (1)

📖 Book

2021

뉴노멀시티 New Normal City

요즘도시 YOZMDOSI · 어반이슈 Urban Issue

ISBN 9791197343100

2021/02/06

04 — CONFERENCES

학회 발표 (26)

Conference Presentations (26)

1저자 또는 발표자(presenter)인 국내·국제 학회 발표.

Domestic and international presentations where I am first author or presenter.

2026

26.06.03 Poster · Intl.

Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests Multi-scale forest typologies using novel vertical layer metrics from airborne LiDAR in temperate mixed forests

Applications and Solutions in Digital Forestry Int'l. Conference Applications and Solutions in Digital Forestry Int'l. Conference · 미국 웨스트라피엣, 인디애나 West Lafayette, IN, US

2025

25.12.17 Poster · Intl.

Novel LiDAR Indices Reveal Scale-Dependent Vertical Structure and Typologies in a Temperate Forest Novel LiDAR Indices Reveal Scale-Dependent Vertical Structure and Typologies in a Temperate Forest

AGU (American Geophysical Union) AGU (American Geophysical Union) · 미국 뉴올리언스 New Orleans, US

25.04.04 Oral · Domestic

산림 층위구조 지수의 개발과 탄소저장량과의 상관관계 분석 Development of forest layer-structure indices and their correlation with carbon storage

한국환경복원기술학회 / KOSERT (2025 춘계) KOSERT (2025 Spring) · 대한민국 서울 Seoul, Republic of Korea

2024

24.12.13 Poster · Intl.

Quantifying the number of forest stratification layers of city-scale forest and characterizing by forest types Quantifying the number of forest stratification layers of city-scale forest and characterizing by forest types

AGU (American Geophysical Union) AGU (American Geophysical Union) · 미국 워싱턴 D.C. Washington D.C., US

24.11.06 Oral · Intl.

Invasive species monitoring development and its application Invasive species monitoring development and its application

Asia Week Asia Week · 일본 후쿠오카 / 온라인 Fukuoka, Japan / Online

24.10.06 Oral · Intl.

Canopy layers distribution by forest patch and species at the city-level forest using airborne LiDAR Canopy layers distribution by forest patch and species at the city-level forest using airborne LiDAR

ICLEE (Intl. Consortium of Landscape and Ecological Engineering) ICLEE (Intl. Consortium of Landscape and Ecological Engineering) · 일본 기타큐슈 Kitakyushu, Japan

24.08.08 Poster · Intl.

Characterizing the forest vegetation stratification by forest biotope types using airborne LiDAR Characterizing the forest vegetation stratification by forest biotope types using airborne LiDAR

ESA (Ecological Society of America) ESA (Ecological Society of America) · 미국 롱비치 Long Beach, CA, US

24.04.19 Oral · Domestic

항공라이다를 활용한 과천시 산림 층위별 피복 면적 및 변화량 분석 Analyzing the vegetation area of each forest layer and its change of Gwacheon-si using airborne LiDAR

한국환경생태학회 / KSEE (2024 춘계) KSEE (2024 Spring) · 대한민국 시흥 Siheung, Republic of Korea

24.01.16 Oral · Intl.

Remotely sensed Smartcity ecological value maps Remotely sensed Smartcity ecological value maps

NEF (Neocity Empowerment Forum) NEF (Neocity Empowerment Forum) · 미국 올란도 Orlando, FL, US

24.01.10 Video · Intl.

Smart City & Green Infrastructure Smart City & Green Infrastructure

CES (Consumer Electronics Show) CES (Consumer Electronics Show) · 미국 라스베가스 Las Vegas, NV, US

2023

23.11.29 Oral · Domestic

위성라이다 GEDI를 활용하여 수종과 시기에 따라 임상별 식생 수직 구조 및 면적 변화 비교 연구 GEDI-based comparison of vegetation vertical structure and area change by tree species and seasons

한국환경복원기술학회 / KOSERT (2023 추계) KOSERT (2023 Fall) · 대한민국 제주 Jeju, Republic of Korea

23.11.12 Oral · Intl.

Property Information Analysis Study of Gyeonggi-do Province Biotope Property Information Analysis Study of Gyeonggi-do Province Biotope

JCK (Japan-China-Korea Landscape Architectural Symposium, 18th) JCK (Japan-China-Korea Landscape Architectural Symposium, 18th) · 일본 교토 Kyoto, Japan

23.11.11 Poster · Intl.

Wildfire driven forest vegetation height change comparison Wildfire driven forest vegetation height change comparison

JCK (Japan-China-Korea Landscape Architectural Symposium, 18th) JCK (Japan-China-Korea Landscape Architectural Symposium, 18th) · 일본 교토 Kyoto, Japan

23.08.10 Poster · Intl.

The Impacts of Fire-induced Disturbances On Tree Height and Structure: Using GEDI Derived Variables The Impacts of Fire-induced Disturbances On Tree Height and Structure: Using GEDI Derived Variables

ESA (Ecological Society of America) ESA (Ecological Society of America) · 미국 포틀랜드 Portland, OR, US

2022

22.12.20 Oral · Intl.

Monitoring structural change of fire-induced forest vegetation using GEDI Monitoring structural change of fire-induced forest vegetation using GEDI

ICLEE (12th) ICLEE (12th) · 온라인 Online

22.12.14 Oral · Intl.

Comparison of GEDI and Aerial Laser Scanning Dataset according to Leaf-on and Leaf-off Seasons Comparison of GEDI and Aerial Laser Scanning Dataset according to Leaf-on and Leaf-off Seasons

AGU (American Geophysical Union) AGU (American Geophysical Union) · 미국 시카고 / 온라인 Chicago, IL, US / Online

22.11.11 Oral · Domestic

식생 종류와 촬영 시기에 따른 위성 라이다 GEDI와 항공 라이다의 상관계수 분석을 통한 현장 일치성 확인 GEDI vs. airborne LiDAR correlation by vegetation type and season

한국환경복원기술학회 / KOSERT (2022 추계) KOSERT (2022 Fall) · 대한민국 제주 Jeju, Republic of Korea

22.05.02 Video · Intl.

Classification of tree species and forest floor using XGBoost algorithm with accurate forest map, airborne LiDAR data, and satellite images Classification of tree species and forest floor using XGBoost algorithm with accurate forest map, airborne LiDAR data, and satellite images

WFC (World Forestry Congress, 15th) WFC (World Forestry Congress, 15th) · 대한민국 서울 Seoul, Republic of Korea

22.05.02 Poster · Intl.

Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images Feasibility Analyses of Real-Time Detection of Wildlife Using UAV-Derived Thermal and RGB Images

WFC (World Forestry Congress, 15th) WFC (World Forestry Congress, 15th) · 대한민국 서울 Seoul, Republic of Korea

22.03.25 Oral · Domestic

위성라이다 GEDI를 활용한 안동 지역 산불 전후의 식생 수직구조 변화 파악 GEDI-based vegetation vertical structure change before/after Andong wildfire

한국조경학회 / KILA (2022 춘계) KILA (2022 Spring) · 온라인 Online

2021

21.12.16 Poster · Intl.

Detecting individual broad-leaved trees by trunk extraction method using leaf-off airborne LiDAR datasets Detecting individual broad-leaved trees by trunk extraction method using leaf-off airborne LiDAR datasets

AGU (American Geophysical Union) AGU (American Geophysical Union) · 미국 뉴올리언스 / 온라인 New Orleans, LA, US / Online

21.12.03 Oral · Domestic

무인비행체 촬영 열화상 및 실화상 이미지의 조합에 따른 육상동물 탐지율 분석 Wildlife detection rate analysis using UAV thermal and RGB image combinations

한국환경복원기술학회 / KOSERT (2021 추계) KOSERT (2021 Fall) · 대한민국 제주 Jeju, Republic of Korea

21.05.28 Oral · Domestic

무인비행체 열화상 카메라 촬영 열화상 이미지와 실화상 이미지를 사용한 야생동물 자동 탐지 활용방법 연구 Automated wildlife detection using UAV thermal and RGB imagery

한국환경복원기술학회 / KOSERT (2021 춘계) KOSERT (2021 Spring) · 대한민국 서울 Seoul, Republic of Korea

21.03.26 Oral · Domestic

안양시 녹지 서비스 공급과 수요 갭분석을 통한 공급 원활 및 부족지역 도출 Anyang City green space supply-demand gap analysis

한국조경학회 / KILA (2021 춘계) KILA (2021 Spring) · 온라인 Online

2020

20.10.22 Oral · Domestic

무인비행체 탑재 열화상 센서 촬영환경에 따른 야생동물 탐지가능성 연구 UAV-mounted thermal sensor wildlife detection feasibility under varying conditions

한국환경복원기술학회 / KOSERT (2020 추계) KOSERT (2020 Fall) · 대한민국 제주 Jeju, Republic of Korea

20.05.22 Oral · Domestic

무인비행체와 열화상 센서를 활용한 야생동물 개체 수 탐지방법에 대한 연구동향 분석 Trend analysis on UAV/thermal-based wildlife population detection

한국환경복원기술학회 / KOSERT (2020 춘계) KOSERT (2020 Spring) · 온라인 Online

05 — TEACHING

교육 · 강의 (28)

Teaching (28)

UPWISE. GIS 강사 GIS Instructor

대학 정규수업·특강·인프런 온라인 강의.

University lectures, special workshops, and online courses on a learning platform.

2026

26.07.30 ~ 26.07.31 특강 Special

QGIS를 활용한 도시재생 대상지 종합성과지표 분석 Comprehensive performance-indicator analysis of urban-regeneration sites using QGIS

인천도시재생센터 Incheon Urban Regeneration Center · 15 명 students

26.07.27 ~ 26.07.29 특강 Special

74기 물환경 엔지니어링 TOOL 마스터 과정(고급) 74th Water-Environment Engineering Tool Master Course (Advanced)

한국상하수도협회 Korea Water & Wastewater Works Association (KWWA) · 25 명 students

26.07.22 ~ 26.07.23 특강 Special

QGIS를 활용한 도시재생 대상지 기초현황 분석 Baseline-condition analysis of urban-regeneration sites using QGIS

인천도시재생센터 Incheon Urban Regeneration Center · 15 명 students

26.07.20 ~ 26.07.21 특강 Special

74기 물환경 엔지니어링 TOOL 마스터 과정(기초) 74th Water-Environment Engineering Tool Master Course (Basic)

한국상하수도협회 Korea Water & Wastewater Works Association (KWWA) · 25 명 students

26.07.14 ~ 26.07.15 특강 Special

QGIS를 활용한 도시재생 대상지 분석 및 시각화 Analysis and visualization of urban-regeneration sites using QGIS

인천도시재생센터 Incheon Urban Regeneration Center · 15 명 students

26.07.06 ~ 26.07.07 특강 Special

공공데이터를 활용한 우리학교 지도 만들기 (영락고) Map My School Using Public Data (Yeongnak HS)

서울대학교 평생교육원 SNU ECSNU · 10 명 students

26.06.20 ~ 26.06.21 특강 Special

QGIS 초중고급 분석 실습 및 시각화 QGIS spatial analysis practice and visualization (beginner to advanced)

한양사이버대학교 Hanyang Cyber University · 20 명 students

2025

25.11.10 ~ 25.11.12 특강 Special

GIS 이해 및 DBMS를 통한 공간 분석 및 데이터 시각화 (심화) Understanding GIS and Performing Spatial Analysis and Data Visualization Using DBMS (Advanced)

현대NGV Hyundai NGV · 20 명 students

25.10.23 ~ 25.10.24 특강 Special

GIS 이해 및 DBMS를 통한 공간 분석 및 데이터 시각화 (기초) Understanding GIS and Performing Spatial Analysis and Data Visualization Using DBMS (Basic)

현대NGV Hyundai NGV · 20 명 students

25.09.18 ~ 25.09.19 특강 Special

2025 물기업 재직자 역량강화 — Q-GIS 실습 K-water Empowerment Training 2025 — Q-GIS Practice

한국수자원공사 K-water · 30 명 students

25.09.01 ~ 25.12.31 대학 강의 University

공간정보의 이해와 활용 (3학점) Understanding and Application of Spatial Information (3 credits)

인천대학교 Incheon National University · 30 명 students

25.07.08 ~ 25.07.16 특강 Special

AI 빅데이터분석가 양성과정 — GIS SeSAC AI Big Data Analyst Training Course — GIS

서울청년취업사관학교 (SeSAC) Seoul Software Academy (SeSAC) · 30 명 students

25.06.01 온라인 강의 Online

QGIS 트렌디 시각화 찍먹하기 (대선개표지도) QGIS Trendy Visualization (Election Map)

인프런 Online Platform · 145 명 students

25.04.23 특강 Special

데이터분석 전문가 양성 과정 (2025) Data Analysis Expert Training Course (2025)

한국환경공단 Korea Environment Corporation · 20 명 students

2024

24.10.25 온라인 강의 Online

QGIS 입문자 올인원 스타터팩 (이론/실습형) QGIS Beginner All-in-One Starter Pack

인프런 Online Platform · 115 명 students

24.10.25 특강 Special

데이터분석 전문가 양성 과정 (2024) Data Analysis Expert Training Course (2024)

한국환경공단 Korea Environment Corporation · 16 명 students

24.10.16 특강 Special

2024 규제병해충 종합평가회 계획 — QGIS 과수화상병 발생 시각화 2024 Anti-Pest Comprehensive Evaluation — QGIS Disease Visualization

충남농업기술원 Chungcheongnam-do Agricultural Research and Extension Services · 20 명 students

24.10.02 특강 Special

2024 물기업 재직자 역량강화 — Q-GIS 실습 K-water Empowerment Training 2024 — Q-GIS Practice

한국수자원공사 K-water · 30 명 students

24.09.01 ~ 24.12.31 대학 강의 University

공간정보의 이해와 활용 (3학점) Understanding and Application of Spatial Information (3 credits)

인천대학교 Incheon National University · 40 명 students

24.07.08 ~ 24.07.10 특강 Special

공공데이터를 활용한 우리학교 지도 만들기 (서문여고) Map My School Using Public Data (Seomoon Girls' HS)

서울대학교 평생교육원 SNU ECSNU · 25 명 students

24.07.08 ~ 24.07.10 특강 Special

공공데이터를 활용한 우리학교 지도 만들기 (삼성고) Map My School Using Public Data (Samsung HS)

서울대학교 평생교육원 SNU ECSNU · 15 명 students

24.05.11 특강 Special

공공데이터를 활용한 우리학교 지도 만들기 (동북고) Map My School Using Public Data (Dongbuk HS)

서울대학교 평생교육원 SNU ECSNU · 25 명 students

24.02.23 특강 Special

WISE-UP WORKSHOP 도시공간 데이터 분석 WISE-UP WORKSHOP — Urban Spatial Data Analysis

BK21 스마트시티 · 서울대 환경대학원 BK21 SmartCity · SNU GSES · 25 명 students

2023

23.10.07 ~ 23.10.08 특강 Special

QGIS 기초 특강 QGIS Special Lecture: for Beginners

자체 주관 Self-hosted · 30 명 students

23.08.22 온라인 강의 Online

QGIS 지도 시각화 A to Z (벡터/기초편) QGIS Mapping Visualization A to Z (Vector / Basic)

인프런 Online Platform · 180 명 students

23.06.19 ~ 23.06.20 특강 Special

물기업 재직자 역량강화 — Q-GIS 실습 (초·중급) K-water Empowerment Training — Q-GIS Practice (Beginner / Intermediate)

한국수자원공사 K-water · 50 명 students

2022

22.12.07 ~ 22.12.09 특강 Special

보고서가 달라지는 데이터 시각화 — 데이터 활용 역량강화 교육(2기) Data Visualization for Better Reports — Data Literacy (Cohort 2)

경기도 인재개발원 Gyeonggi-do HRD Institute · 35 명 students

22.09.30 온라인 강의 Online

QGIS 파이썬 자동화 (벡터편) Ver.2 QGIS Python Automation (Vector) Ver.2

인프런 Online Platform · 310 명 students

06 — CAREER

경력 · 인턴십 (6)

Work & Internships (6)

2023/09 — 2025/03 스타트업 대표 Startup CEO

TREE:ID TREE:ID

A web platform for individual-tree detection & mapping

대한민국 Republic of Korea · $71,428 startup grant

Patents: Tree-management platform system & method (reg. 2025) · Image-based roadside-tree information management (reg. 2024)

2024/07 — 2024/08 방문 연구원 Visiting Scholar

Virginia Tech (Prof. Jaeyoung Ha) Virginia Tech (Prof. Jaeyoung Ha)

미국 United States

2023/12 — 2024/02 방문 연구원 Visiting Scholar

Purdue University FNR FUSE Lab (Prof. Brady Hardiman) Purdue University FNR FUSE Lab (Prof. Brady Hardiman)

미국 United States

Paper: A three-stage framework for stand-level automated stem segmentation (Remote Sensing of Environment, 2026; co-author)

2019/08 — 2019/11 위촉연구원 Research Assistant

건축공간연구원 (AURI) Architecture & Urban Research Institute (AURI)

대한민국 Republic of Korea

2017/03 — 2018/11 정규직 Full-time

(주)선진엔지니어링종합건축사사무소 SUNJIN Engineering & Architecture Co., Ltd.

대한민국 Republic of Korea

2016/09 — 2017/02 인턴 Internship

ATLAS CHINA 조경설계회사 ATLAS Landscape Architecture CHINA

중국 China

자격증 (4)

Certifications (4)

초경량비행장치 조종자 (2종) Drone Pilot License

2024/10/25

1종 운전면허 Driver's License

2024/10/16

산림기사 Engineer Forest

2024/10/02

조경기사 Engineer Landscape Architecture

2016/08/05

07 — FUNDING

펀딩 (4)

Funding & Fellowships (4)

2022/09 — 2025

온드림 미래산업 인재 대학원 (2022년 장학생) OnDream Future Industry Talent Graduate School Scholarship (2022 Scholar)

현대차 정몽구 재단 · 전액 장학금 · 기타 지원 Chung Mong-Koo Foundation · Full Scholarship · Other Supports · $25,000

2020/09 — 2025

BK21 4단계 — 스마트시티 글로벌융합 혁신인재양성 교육연구단 BK21 Four — Integrated Major in SmartCity Global Convergence

BK21 · 학생 장학금 · 활동 장학금 BK21 · Student / Activity Scholarship · $39,285

2015/03 — 2017/02

일주학술문화재단 국내학사 (23기 장학생) Ilju Foundation Undergraduate Scholarship (23rd Scholar)

일주학술문화재단 · 전액 장학금 · 기타 지원 Ilju Foundation · Full Scholarship · Other Supports · $10,714

2011/03 — 2013/02

도전장학생 (교내 선발) Challenge Scholarship (On-campus)

경북대학교 · 전액 장학금 · 기타 지원 Kyungpook National University · Full Scholarship · Other Supports · $18,571

08 — RESEARCH PROJECTS

참여 연구과제 · 역할 (12)

Participated Research Projects & Roles (12)

참여한 국가 R&D · 지자체 연구과제.

National and municipal research projects.

2025/07 — 2025/11

장항 국가습지복원사업 생태계조사 모니터링 용역 Janghang National Wetland Restoration Project — Ecosystem Monitoring

한국환경보전원 · 참여 연구원 · PI: 송영근 교수 (서울대) Korea Environmental Conservation Institute · Researcher · PI: Prof. Youngkeun Song (SNU)

2024/06 — 2025/05

경기도 비오톱 유형을 고려한 탄소 저장·흡수량 분석 및 정보구축 연구 Carbon storage/sink analysis and inventory build research for Gyeonggi-do considering biotope types

경기연구원 · 참여 연구원 · PI: 송영근 교수 (서울대) Gyeonggi Research Institute · Researcher · PI: Prof. Youngkeun Song (SNU)

› Analyzed province-wide vertical & horizontal forest structure from airborne LiDAR (ALS)
› Estimated forest carbon storage by fusing ALS, airborne hyperspectral, and PlanetScope imagery

Papers: Multi-scale forest typologies (Ecological Indicators, 2026; first author) · Post-fire structural loss via spaceborne LiDAR (Science of Remote Sensing, under review; first author) · Coastal-wetland Phragmites–Suaeda monitoring (Journal of Coastal Conservation, under review)

2023/04 — 2027/12

생태계서비스를 고려한 탄소흡수원 통합관리 기술개발 Integrated Assessment Tool for Carbon Reduction by Offset and Synergy with Ecosystem Services

환경부 · 참여 연구원 · PI: 송영근 교수 (서울대) Korean Ministry of Environment · Researcher · PI: Prof. Youngkeun Song (SNU) · $1.13M

› Acquired 3-D vegetation structure (forest & abandoned-paddy wetland) using airborne & drone LiDAR
› Quantified carbon storage and linked canopy structure to ecosystem function

Papers: Insect diversity & ecological structure (Agric., Ecosyst. & Environ., 2026) · Rook habitat preferences (Global Ecology & Conservation, 2025)

2022/12 — 2023/11

경기도 비오톱 속성정보 분석 연구 Gyeonggi-do Biotope Property Information Analysis Research

경기연구원 · 참여 연구원 · PI: 송영근 교수 (서울대) Gyeonggi Research Institute · Researcher · PI: Prof. Youngkeun Song (SNU)

2022/04 — 2026/12

탄소축적 묵논습지 조성 복원 관리기술 Creation, Restoration & Management Technology of Carbon Accumulated Abandoned Paddy Wetland

환경부 · 참여 연구원 · PI: 구본학 교수 (상명대) Korean Ministry of Environment · Researcher · PI: Prof. Bonhak Koo (Sangmyung Univ.) · $391K

› Mapped abandoned-paddy wetland sites and built field drone multispectral / LiDAR datasets
› Quantified vegetation carbon storage across paddy-wetland succession

Paper: Non-destructive carbon storage of Salix spp. (KOSERT, 2026)

Patent: Abandoned-paddy terrestrialization (pending)

2021/09 — 2022/12

과천시 도시생태현황지도 작성 연구 용역 Gwacheon-si Urban Ecological Status Mapping Research

경기연구원 · 참여 연구원 · PI: 송영근 교수 (서울대) Gyeonggi Research Institute · Researcher · PI: Prof. Youngkeun Song (SNU)

› Classified forest types & tree species across Gwacheon-si forests and urban green spaces
› Analyzed the vertical & horizontal forest structure of the city-scale forest from ALS

Papers: Forest-type GEDI–ALS canopy height (KOSERT, 2026; first author) · Systematic ALS-vs-field bias in urban-forest coverage (Geoscience Letters, under review; first author) · Bi-temporal ALS forest-structure assessment (Forest Science & Technology, under review; first author)

2021/04 — 2023/12

외래생물 맞춤형 실시간 웹 기반 위치정보 추적 시스템 개발 Developing A Real-Time Web-Based Positioning Surveillance System Customized For Introduced Exotic Species

환경부 · 책임 참여 연구원 · PI: 송영근 교수 (서울대) Korean Ministry of Environment · Project Manager · PI: Prof. Youngkeun Song (SNU) · $863K

› Led the project end-to-end as managing researcher — scheduling, budget, and outputs
› GPS-tracked four invasive species and built movement datasets
› Built drone multispectral / LiDAR / hyperspectral imagery of invasive-turtle habitats
› Developed a real-time positioning-tracking platform and species-control manuals

Paper: Invasive-turtle habitat model (Global Ecology & Conservation, under review)

Patents: Missing-point prediction (reg. 2023) · Optimal-capture range (pending)

2021/04 — 2023/12

IT·ET·BT 융합 유입 외래생물 분포·확산 탐지모델 개발 연구 Developing IT·ET·BT Convergence-Based Distribution And Spread Models For Introduced Exotic Species

환경부 · 참여 연구원 · PI: 강완모 교수 (국민대) Korean Ministry of Environment · Researcher · PI: Prof. Wanmo Kang (Kookmin Univ.) · $464K

2020/04 — 2022/12

도시생태계 현안대응을 위한 다중기반 그린인프라 기술개발 Developing Redundancy-Based Green Infrastructure Technology Responding To The Pending Challenges In Urban Ecosystems

환경부 · 참여 연구원 · PI: 송영근 교수 (서울대) Korean Ministry of Environment · Researcher · PI: Prof. Youngkeun Song (SNU) · $662K

2020/01 — 2020/08

공간유형별 기후환경 모니터링 및 시뮬레이션 분석 Monitoring And Simulation Analysis Of Climate Conditions By Spatial Type

서울연구원 · 참여 연구원 · PI: 송영근 교수 (서울대) The Seoul Institute · Researcher · PI: Prof. Youngkeun Song (SNU)

2019/04 — 2022/12

도시 생물종 맞춤형 서식환경 관리 기법 개발 Development Of Customized Habitat Management Technique For Urban Species

환경부 · 참여 연구원 · PI: 박찬 교수 (서울시립대) Korean Ministry of Environment · Researcher · PI: Prof. Chan Park (Univ. of Seoul) · $525K

› Developed a real-time wildlife-detection method using UAV thermal & RGB imagery
› Built and benchmarked UAV thermal/RGB datasets for terrestrial wildlife detection

Paper: Real-time UAV thermal/RGB wildlife detection (Remote Sensing, 2021)

Patent: UAV thermal wildlife-detection (reg. 2022)

2018/07 — 2020/12

훼손 유형별 진단평가 체계 및 생태복원 모델 개발 Developing The Assessment Scheme And Ecosystem Restoration Model Depending On The Degradation Types

환경부 · 참여 연구원 · PI: 송영근 교수 (서울대) Korean Ministry of Environment · Researcher · PI: Prof. Youngkeun Song (SNU) · $257K

09 — PATENTS

특허 (11)

Patents (11)

출원 · 등록 특허 (대한민국).

Applied and registered patents (Republic of Korea).

Registered

등록 특허 · 7건 7 registered

A method for determining wetland vegetation structure using drone LiDAR and a system for implementing it

Registered

2025

드론 라이다를 활용한 습지 식생 구조 판별 방법 및 이를 구현하는 시스템 A method for determining wetland vegetation structure using drone LiDAR and a system for implementing it

발명자: Inventors: 김대열, 노지선, 송영근, 이승현, 한승우 DaeYeol Kim, Jiseon Ro, Youngkeun Song, Seunghyeon Lee, Seungwoo Han

특허권자: Owner: 서울대학교 산학협력단 Seoul National University

App: 24.06.17 · Reg: 25.04.28

System And Method For Providing Tree Management Platform And Computer Program For The Same

Registered

2025 특허권자 본인Self-owned

수목 관리 플랫폼 제공 시스템과 방법 및 이를 위한 컴퓨터 프로그램 System And Method For Providing Tree Management Platform And Computer Program For The Same

발명자: Inventors: 이승현 Seunghyeon Lee

특허권자: Owner: 이승현 Seunghyeon Lee

App: 23.09.14 · Reg: 25.09.17

System And Method For Management Of Information Of Roadside Trees Based On Images And Computer Program For The Same

Registered

2024 특허권자 본인Self-owned

이미지 기반의 가로수 정보 관리 시스템과 방법 및 이를 위한 컴퓨터 프로그램 System And Method For Management Of Information Of Roadside Trees Based On Images And Computer Program For The Same

발명자: Inventors: 이승현 Seunghyeon Lee

특허권자: Owner: 이승현 Seunghyeon Lee

App: 23.08.10 · Reg: 24.11.26

Prediction method of missing location points of wild animal tracker by combining in-situ and biological information

Registered

2023

야생동물 위치추적 데이터와 현장 및 생물 정보를 결합한 위치정보 결측점 예측 방법 Prediction method of missing location points of wild animal tracker by combining in-situ and biological information

발명자: Inventors: 김용환, 송영근, 이승현 Yonghwan Kim, Youngkeun Song, Seunghyeon Lee

특허권자: Owner: 서울대학교 산학협력단 Seoul National University

App: 23.02.21 · Reg: 23.07.31

A method to create an optimal plan for outdoor thermal comfort mitigation

Registered

2022

옥외 열 쾌적성 완화를 위한 최적 계획안 도출 방법 A method to create an optimal plan for outdoor thermal comfort mitigation

발명자: Inventors: 권예빈, 김도희, 김종희, 김지환, 박은희, 송영근, 신우림, 윤지원, 이승현 Yebin Kwon, Dohee Kim, Jonghee Kim, Jihwan Kim, Eunhee Park, Youngkeun Song, Yulin Shin, Jiweon Yun, Seunghyeon Lee

특허권자: Owner: 서울대학교 산학협력단 Seoul National University

App: 21.06.17 · Reg: 22.04.12

Automated wild animal detection method and device by drone-mounted thermal camera shoot image

Registered

2022

무인비행체 탑재 열화상 카메라로 촬영한 야생동물 개체 자동 선별 방법 및 장치 Automated wild animal detection method and device by drone-mounted thermal camera shoot image

발명자: Inventors: 길승호, 박찬, 송영근, 이승현 Sung-Ho Kil, Chan Park, Youngkeun Song, Seunghyeon Lee

특허권자: Owner: 서울대학교 산학협력단 Seoul National University

App: 21.05.13 · Reg: 22.05.27

Self-heating object module for testing thermal image camera performance and accumulating precise data

Registered

2022

열화상 카메라 성능 시험 및 정밀 데이터 축적을 위한 자가발열 피사체 모듈 Self-heating object module for testing thermal image camera performance and accumulating precise data

발명자: Inventors: 송영근, 이승현 Youngkeun Song, Seunghyeon Lee

특허권자: Owner: 서울대학교 산학협력단 Seoul National University

App: 20.12.31 · Reg: 22.10.05

2025

Registered Reg 25.04.28

특허증Cert

드론 라이다를 활용한 습지 식생 구조 판별 방법 및 이를 구현하는 시스템 A method for determining wetland vegetation structure using drone LiDAR and a system for implementing it

발명자: Inventors: 김대열, 노지선, 송영근, 이승현, 한승우 DaeYeol Kim, Jiseon Ro, Youngkeun Song, Seunghyeon Lee, Seungwoo Han · 특허권자: Owner: 서울대학교 산학협력단 Seoul National University

2025

Registered Reg 25.09.17 특허권자 본인Self-owned

특허증Cert

수목 관리 플랫폼 제공 시스템과 방법 및 이를 위한 컴퓨터 프로그램 System And Method For Providing Tree Management Platform And Computer Program For The Same

발명자: Inventors: 이승현 Seunghyeon Lee · 특허권자: Owner: 이승현 Seunghyeon Lee

2024

Registered Reg 24.11.26 특허권자 본인Self-owned

특허증Cert

이미지 기반의 가로수 정보 관리 시스템과 방법 및 이를 위한 컴퓨터 프로그램 System And Method For Management Of Information Of Roadside Trees Based On Images And Computer Program For The Same

발명자: Inventors: 이승현 Seunghyeon Lee · 특허권자: Owner: 이승현 Seunghyeon Lee

2023

Registered Reg 23.07.31

특허증Cert

야생동물 위치추적 데이터와 현장 및 생물 정보를 결합한 위치정보 결측점 예측 방법 Prediction method of missing location points of wild animal tracker by combining in-situ and biological information

발명자: Inventors: 김용환, 송영근, 이승현 Yonghwan Kim, Youngkeun Song, Seunghyeon Lee · 특허권자: Owner: 서울대학교 산학협력단 Seoul National University

2022

Registered Reg 22.04.12

특허증Cert

옥외 열 쾌적성 완화를 위한 최적 계획안 도출 방법 A method to create an optimal plan for outdoor thermal comfort mitigation

발명자: Inventors: 권예빈, 김도희, 김종희, 김지환, 박은희, 송영근, 신우림, 윤지원, 이승현 Yebin Kwon, Dohee Kim, Jonghee Kim, Jihwan Kim, Eunhee Park, Youngkeun Song, Yulin Shin, Jiweon Yun, Seunghyeon Lee · 특허권자: Owner: 서울대학교 산학협력단 Seoul National University

2022

Registered Reg 22.05.27

특허증Cert

무인비행체 탑재 열화상 카메라로 촬영한 야생동물 개체 자동 선별 방법 및 장치 Automated wild animal detection method and device by drone-mounted thermal camera shoot image

발명자: Inventors: 길승호, 박찬, 송영근, 이승현 Sung-Ho Kil, Chan Park, Youngkeun Song, Seunghyeon Lee · 특허권자: Owner: 서울대학교 산학협력단 Seoul National University

2022

Registered Reg 22.10.05

특허증Cert

열화상 카메라 성능 시험 및 정밀 데이터 축적을 위한 자가발열 피사체 모듈 Self-heating object module for testing thermal image camera performance and accumulating precise data

발명자: Inventors: 송영근, 이승현 Youngkeun Song, Seunghyeon Lee · 특허권자: Owner: 서울대학교 산학협력단 Seoul National University

Application

출원 중 · 4건 4 pending

25.11.07

위성 라이다 기반 산불 피해 정량화와 자동 분류 시스템 및 방법 Method and System for Quantitative Assessment and Automatic Classification of Wildfire Damage Using Spaceborne LiDAR

발명자: Inventors: 송영근, 이승현, 최희준 Youngkeun Song, Seunghyeon Lee, Dennis Heejoon Choi ·
특허권자: Owner: 서울대학교 산학협력단, 단국대학교 천안캠퍼스 산학협력단 Seoul National University & Dankook University Cheonan Campus

25.09.16

연안습지 다중시기 식생지수 기반 염생식물 분포 모니터링 방법 및 시스템 Method and System for Monitoring Halophyte Distribution Based on Multi-Period Vegetation Indices in Coastal Wetlands

발명자: Inventors: 김용환, 송영근, 윤지원, 이승현, 제갈갑성 Yonghwan Kim, Youngkeun Song, Jiweon Yun, Seunghyeon Lee, Gapseong Jekal ·
특허권자: Owner: 서울대학교 산학협력단 Seoul National University

23.12.20

다중시기 드론 라이다의 층위별 부피변화 활용한 묵논 습지 육화 판별방법 Determination method of change of abandoned paddy terrace wetland to land using multi-temporal drone lidar and stratigraphic volume change

발명자: Inventors: 김대열, 노지선, 송영근, 이승현, 한승우 DaeYeol Kim, Jiseon Ro, Youngkeun Song, Seunghyeon Lee, Seungwoo Han ·
특허권자: Owner: 서울대학교 산학협력단 Seoul National University

23.01.31

야생동물의 위치추적 데이터와 드론 촬영 자료를 융합한 머신러닝 기반 최적 포획 범위 도출 방법 Method And System For Deriving Optimal Capture Range Based On Machine Learning By Convergence Of Wild Animal Location Tracking Data And Drone Footage

발명자: Inventors: 김용환, 송영근, 이승현 Yonghwan Kim, Youngkeun Song, Seunghyeon Lee ·
특허권자: Owner: 서울대학교 산학협력단 Seoul National University

10 — CONTACT

언제든 편하게 연락주세요.

Get in touch.

연구 협업, 데이터·분석 문의, 새로운 도전에 관한 연락을 환영합니다.

Open to research collaborations, data and analysis inquiries, and new challenges.

shlee5598@snu.ac.kr

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Seunghyeon Lee

ORCID

0000-0003-4612-065X

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