• 제목/요약/키워드: M-estimation

검색결과 3,018건 처리시간 0.036초

무인항공기 기반 다중분광영상을 이용한 낙동강 Chlorophyll-a 및 녹조발생지수 분석 (Analysis of Chlorophyll-a and Algal Bloom Indices using Unmanned Aerial Vehicle based Multispectral Images on Nakdong River)

  • 김흥민;최은영;장선웅
    • 한국지리정보학회지
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    • 제25권1호
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    • pp.101-119
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    • 2022
  • 기존의 녹조 모니터링은 현장 채수에 의한 국지적인 조사로 인해 녹조 발생 및 확산 규모 등에 대한 공간적 분포 파악에 한계가 있다. 이에 본 연구에서는 무인항공기 및 다중분광센서를 이용하여 녹조 모니터링을 수행하고, 녹조 분포 현황 자료를 산출하고자 하였다. 조류 우심구간인 낙동강 하류에 위치한 물금·매리 구간을 대상으로 현장조사 및 다중분광영상 촬영을 수행하였다. 현장 채수 시료의 Chlorophyll-a(Chl-a) 값과 분광지수(Spectral Index)들의 상관관계로 도출한 Chl-a 추정식을 비교 분석하였다. 그 결과 분광지수 중 Maximum Chlorophyll Index(MCI)가 가장 높은 통계적 유의성(R2=0.91, RMSE=8.1mg/m3)을 나타냈다. Chl-a 농도가 가장 높은 2021년 08월 05일 영상에 MCI를 적용하여 녹조 분포 지도를 작성하였고, 이로부터 산출한 수계 면적은 1.7km2이며, 조류경보제 발령 단계 중 경계(Warning) 면적은 1.03km2(60.56%), 대발생(Algal Bloom) 면적은 0.67km2(39.43%)를 나타내었다. 또한 연구기간 동안(2021년 07월 01일~2021년 11월 01일) 취득된 영상 내 "경계" 이상에 해당하는 영역에 대한 발생 일수를 계산한 결과, 하천 전 구간에서 최소 12회에서 최대 19회까지 "경계" 이상의 Chl-a 농도가 관측되었다. 본 연구에서 산출한 다중분광영상의 Chl-a 농도와 녹조발생지수는 녹조에 대한 공간적 분석이 용이하므로 조류경보제와 같은 현장 채수 위주의 지점 단위 자료를 보완할 수 있을 것으로 기대된다.

금당천에 서식하는 얼록동사리(Odontobutis interrupta)의 생태 특징 (Ecological Characteristics of Korean Dark Sleeper, Odontobutis interrupta in Geumdang Stream, Korea)

  • 변화근
    • 한국환경생태학회지
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    • 제37권1호
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    • pp.86-93
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    • 2023
  • 얼록동사리(Odontobutis interrupta)의 생태적 특징을 연구하기 위해 2021년 1월부터 2021년 12월까지 금당천에서 조사를 실시하였다. 본 종의 서식지 하상구조는 모래(sand)와 진흙(mud)이 풍부하였다. 수심은 평균 48(21~124)cm로 다소 깊었으며, 유속이 0.24(0.08~0.36)m/sec로 느렸다. 암수 성비는 1 : 0.98 이었고, 채집된 개체의 전장 범위는 23mm에서 162mm 이었다. 전장빈도분포도에 따른 연령은 5월 기준 전장이 23~59mm는 만 1년생, 60~99mm는 만 2년생, 100~139mm는 만 3년생, 140~162mm는 만 4년생 이상으로 추정되었다. 2차성징으로 생식적 유두(genital papilla)는 암컷의 경우 원통형 모양으로 끝의 안쪽이 비어 있으며 직경이 수컷에 비해 컷으며 수컷은 끝이 뾰족하여 원뿔 모양이었다. 성적성숙이 이루어진 수컷은 혼인색으로 복부와 몸통 전체가 검은색을 띄었다. 암컷의 경우 60~69mm에 해당하는 일부 개체만 성적성숙을 하였고 70mm 이상이면 모두 성적성숙을 하였다. 수컷은 70~79mm에 해당하는 개체 중 일부만 성적성숙을 하였고 80mm 이상에서 모두 성적성숙이 이루어졌다. 산란시기는 5월부터 시작되어 7월에 끝났으며(수온 19.6~29℃) 산란 성기는 6월로 추정되었다(수온 26℃). 포란수는 평균 2,473(883~4,955)개 이었고 성숙란은 짙은 노란색 구형으로 직경이 1.42(1.20~0.54)mm 이었다. 전장-체중과의 상관관계식은 BW=0.0000006TL3.21로 상수 a는 0.0000006를, 매개변수 b는 3.21 이었다. 비만도 지수는 평균 K=1.67(1.18~2.43) 이었고 기울기(Slope)는 0.116로 양의 값을 나타내었다.

심층신경망과 천리안위성 2A호를 활용한 지상기온 추정에 관한 연구 (Estimation for Ground Air Temperature Using GEO-KOMPSAT-2A and Deep Neural Network)

  • 엄태윤;김광년;조용한;송근용;이윤정;이윤곤
    • 대한원격탐사학회지
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    • 제39권2호
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    • pp.207-221
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    • 2023
  • 본 연구는 천리안위성 2A호의 Level 1B (L1B) 정보를 사용해 지상기온을 추정하기 위한 심층신경망(deep neural network, DNN) 기법을 적용하고 검증을 실시하였다. 지상기온은 지면으로부터 1.5 m 높이의 대기온도로 일상생활뿐만 아니라 폭염이나 한파와 같은 이슈에 밀접한 관련을 갖는다. 지상기온은 지표면 온도와 대기의 열 교환에 의해 결정되므로 위성으로부터 산출된 지표면 온도(land surface temperature, LST)를 이용한 지상기온 추정 연구가 활발하였다. 하지만 천리안위성 2A호 산출물 LST는 Level 2 정보로 구름영향이 없는 픽셀만 산출되는 한계가 있다. 따라서 본 연구에서는 Advanced Meteorological Imager 센서에서 측정된 원시데이터에 오직 복사와 위치보정을 마친 L1B 정보를 사용해 지상기온을 추정하기 위한 DNN 모델을 제시하고 그 성능을 가늠하기 위해 위성 LST와 지상관측 기온 사이의 선형회귀모델을 기준모델로 사용하였다. 연구기간은 2020년부터 2022년까지 3년으로 평가기간 2022년을 제외한 기간은 훈련기간으로 설정했다. 평가지표는 기상청의 종관기상관측소에서 정시에 관측된 기온정보로 평균 제곱근 오차를 사용하였다. 관측지점에서 추출된 픽셀 중 손실된 픽셀의 비율은 LST는 57.91%, L1B는 1.63%를 보였으며 LST의 비율이 낮은 이유는 구름의 영향 때문이다. 제안한 DNN의 구조는 16개 L1B 자료와 태양정보를 입력 받는 층과 은닉층 4개, 지상기온 1개를 출력하는 층으로 구성하였다. 연구결과 구름의 영향이 없는 경우 DNN 모델이 root mean square error (RMSE) 2.22℃로 기준모델의 RMSE 3.55℃ 보다 낮은 오차를 보였고, 흐린 조건을 포함한 총 RMSE는 3.34℃를 나타내면서 구름의 영향을 제거할 수 있을 것으로 보였다. 하지만 계절과 시간에 따른 분석결과 여름과 겨울철에 모델의 결정계수가 각각 0.51과 0.42로 매우 낮게 나타났고 일 변동의 분산이 0.11과 0.21로 나타났다. 가시채널을 고려해 태양 위치정보를 추가한 결과에서 결정계수가 0.67과 0.61로 개선되었고 시간에 따른 일 변동의 분산도 0.03과 0.1로 감소하면서 모든 계절과 시간대에 더 일반화된 모델을 생성할 수 있었다.

Kompsat-3A호 영상을 활용한 산불피해 강도 산정에 관한 연구 (A Study on Estimation of Forest Burn Severity Using Kompsat-3A Images)

  • 양민선;김민아
    • 대한원격탐사학회지
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    • 제39권6_1호
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    • pp.1299-1308
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    • 2023
  • 기후변화 등으로 인해 전 세계적으로 산불이 점점 잦아지고 대형화되는 추세다. 위성영상 등의 원격탐사를 통한 산불피해 면적 및 피해강도를 산정하는 것은 현장조사에 따른 여러 가지 어려움을 줄일 수 있어 대안 및 보조자료로 활용이 가능하다. 산불피해강도(differenced normalized burn ratio, dNBR)는 산불 전후의 정규탄화지수(normalized burn ratio, NBR) 차이를 통해 산정하며, NBR 수식에 사용되는 영상은 Landsat의 근적외선(near infrared, NIR)과 단적외선(short-wavelength infrared, SWIR) 밴드를 기본으로 한다. 우리나라 위성영상의 경우, SWIR 밴드를 가지고 있지 않기 때문에 산불피해와 관련한 국내 연구들은 해외영상을 사용하거나 우리나라 위성영상을 사용한 경우, 정규식생지수(normalized difference vegetation index, NDVI)를 이용하여 간접적인 방법으로 dNBR을 산출하였다. 따라서 본 연구에서는 Kompsat-3A호(K3A)의 중적외선(mid-wavelength infrared, MWIR) 밴드를 NBR 수식의 SWIR 밴드 대신 대입하여 dNBR을 산정하고, dNBR의 기준이 되는 Landsat을 이용한 dNBR 결과 값과 비교하였다. 그 결과 K3A MWIR을 이용한 dNBR이 Landsat SWIR을 이용한 dNBR에 비해 나타낼 수 있는 값의 범위가 더 넓고 세분화하여 표현이 가능하였다. 따라서 산불피해 지역을 조사하는데 있어 K3A의 활용도가 높을 것이라 사료된다. 뿐만 아니라 본 연구에서는 30m로 열화된 K3A MWIR 밴드를 사용했으나 그보다 높은 해상도의 MWIR 밴드를 사용한다면 본 연구보다 훨씬 더 나은 결과를 얻을 수 있을 것이라 사료된다.

딥러닝과 Landsat 8 영상을 이용한 캘리포니아 산불 피해지 탐지 (Detection of Wildfire Burned Areas in California Using Deep Learning and Landsat 8 Images)

  • 서영민;윤유정;김서연;강종구;정예민;최소연;임윤교;이양원
    • 대한원격탐사학회지
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    • 제39권6_1호
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    • pp.1413-1425
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    • 2023
  • 기후변화로 인한 대형 산불의 빈도가 증가함에 따라 극심한 인명 및 재산상의 피해를 초래하고 있다. 이로 인해 많은 식생이 소실되며, 그 강도와 발생 형태에 따라 생태계 변화에 영향을 끼친다. 생태계 변화는 다시 산불 발생을 유발하여 2차 피해를 야기한다. 따라서 산불 피해지에 대한 정확한 탐지 및 면적 산정의 중요성이 지속적으로 제기되고 있다. 효율적인 산불 피해지 모니터링을 위해 산불 발생 후 실시간 지형 및 기상정보는 물론 피해지역의 영상을 대규모로 취득할 수 있는 위성영상이 주로 활용되고 있다. 최근, 합성곱 신경망(convolution neural network, CNN) 기반 모델부터 고성능 트랜스포머(Transformer) 기반 모델에 이르기까지 딥러닝 알고리즘이 빠르게 발전하면서 산림원격탐사에서 이를 적용한 연구가 활발히 이루어지고 있다. 하지만 현재까지 적용된 딥러닝 모델은 제한적이며 현업에서의 합리적인 활용을 위한 정량적 성능평가에 대한 보고가 부족한 상황이다. 따라서 본 연구에서는 모델에 따른 성능향상과 데이터 설계에 따른 성능향상을 중점적으로 비교 분석하였다. 미국 캘리포니아 지역을 대상으로 CNN 기반 모델의 U-Net, High Resolution Network-Object Contextual Representation (HRNet-OCR)을 활용하여 산불 피해지 모델을 구축하였다. 또한, 기본 파장대역과 함께 식생활력도 및 지표의 수분함량 정도를 고려하고자 normalized difference vegetation index (NDVI), normalized burn ratio (NBR)와 같은 산불 관련 분광지수를 산출하여 입력 이미지로 사용하였다. U-Net의 mean intersection over union (mIoU)이 0.831, HRNet-OCR이 0.848을 기록하여 두 모델 모두 우수한 영상분할 성능을 보였다. 또한, 밴드 반사도뿐 아니라 분광지수를 추가한 결과 모든 조합에서 평가지표 값이 상승하여 분광지수를 활용한 입력 데이터 확장이 픽셀 세분화에 기여함을 확인하였다. 이와 같은 딥러닝 방법론을 발전시킨다면 우리나라의 산불 피해지에 대한 신속한 파악 및 복구 계획 수립의 기초자료로 활용될 수 있을 것으로 기대된다.

GOCI-II 대기상한 반사도와 기계학습을 이용한 남한 지역 시간별 에어로졸 광학 두께 산출 (Retrieval of Hourly Aerosol Optical Depth Using Top-of-Atmosphere Reflectance from GOCI-II and Machine Learning over South Korea)

  • 양세영;최현영;임정호
    • 대한원격탐사학회지
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    • 제39권5_3호
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    • pp.933-948
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    • 2023
  • 대기 중 에어로졸은 인체에 악영향을 끼칠 뿐 아니라 기후 시스템에도 직간접적인 영향을 미치므로 에어로졸의 특성과 시공간적인 분포에 대한 이해는 매우 중요하다. 이를 위해 위성기반 관측을 통해 에어로졸 광학 두께(Aerosol Optical Depth, AOD)를 산출하여 에어로졸을 모니터링하는 다양한 연구가 수행되어 왔다. 하지만 이는 주로 조견표를 활용한 역 산출 알고리즘에 기반하여 이루어지기 때문에 많은 계산량을 요구하며 불확실성이 존재한다. 따라서, 본 연구에서는 Geostationary Ocean Color Imager-II (GOCI-II)의 대기상한반사도와 30일 동안의 대기상한반사도 중 최솟값과 관측 시점 값의 차이 값, 수치 모델 기반 기상학적 변수 등을 활용하여 기계학습 기반 고해상도 AOD 직접 산출 알고리즘을 개발하였다. Light Gradient Boosting Machine (LGBM) 기법이 사용되었으며, 추정된 결과는 지상 관측 자료인 Aerosol Robotic Network (AERONET) AOD를 활용하여 랜덤, 시간 및 공간별 N-fold 교차검증을 통해 검증되었다. 세 가지 교차검증 결과 R2=0.70-0.80, RMSE=0.08-0.09, 기대오차(Expected Error, EE) 안에 있는 비율은 75.2-85.1% 수준으로 안정적인 성능을 보였다. Shapley Additive exPlanations (SHAP) 분석에서는 반사도 관련 변수들이 기여도의 상위권 대부분을 차지하고 있는 것을 통해 반사도 자료가 AOD 추정에 많은 기여를 하는 것을 확인하였다. 서울과 울산 지역에 대한 시간 별 AOD의 공간 분포를 분석한 결과, 개발된 LGBM 모델은 시간의 흐름에 따라 AERONET AOD 값과 유사한 수준으로 AOD를 추정하고 있었다. 이를 통해 높은 시공간 해상도(i.e., 시간별, 250 m)에서의 AOD 산출이 가능함을 확인하였다. 또한, 산출 커버리지 비교에서 LGBM 모델의 평균 산출 빈도가 GOCI-II L2 AOD 산출물 대비 8.8%가량 증가한 것을 통해 기존 물리모델기반 AOD 산출 과정에서 발생하던 밝은 지표면에 대한 과도한 마스킹의 문제점을 개선시킨 것을 확인하였다.

자호천에 서식하는 한국고유종 동사리(Odontobutis platycephala)의 산란시기와 성장 (Spawning Season and Growth of Korean Dark Sleeper, Odontobutis platycephala in Jaho Stream, Korea)

  • 변화근
    • 한국환경생태학회지
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    • 제38권2호
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    • pp.148-155
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    • 2024
  • 동사리(Odontobutis platycephala)의 생태적 특징을 연구하기 위해 2022년 1월부터 2022년 12월까지 자호천에서 조사를 실시하였다. 본 종의 서식지 하상구조는 작은돌(cobble)과 조약돌(pebble)이 풍부하였다. 수심은 평균 64(22~153)cm로 깊었으며, 유속이 0.89(0.42~1.46)m/sec로 빨랐다. 암수 성비는 1 : 1.02 이었고, 채집된 개체의 전장범위는 38mm에서 156mm 이었다. 전장빈도분포도에 따른 연령은 5월 기준 전장이 38~69mm는 만 1년생, 70~99mm는 만 2년생, 100~139mm는 만 3년생, 140~156mm는 만 4년생 이상으로 추정되었다. 2차성징으로 생식적 유두(genital papilla)는 암컷의 경우 원통형 모양이며 수컷은 끝이 뾰족하여 원뿔 모양이었다. 암컷의 경우 60~69mm에서 일부 개체만 성적성숙을 하였고 70mm 이상이면 모두 성적성숙을 하였다. 수컷은 70~79mm에 해당하는 개체 중 일부만 성적성숙을 하였고 80mm 이상에서 모두 성적성숙이 이루어졌다. 산란시기는 5월부터 시작되어 7월에 끝났으며(수온 17~28℃) 산란 성기는 6월로 추정되었다(수온 24℃). 포란수는 평균 988(284~2,722)개 이었고 성숙란은 짙은 노란색 구형으로 직경이 1.46(1.19~1.71)mm 이었다. 전장-체중과의 상관관계식은 BW=0.00000006TL3.12로 상수 a는 0.00000006를, 매개변수 b는 3.12 이었다. 비만도 지수는 평균 K=1.44(0.96~2.26) 이었고 기울기(Slope)는 -0.0007로 음의 값을 나타내었다.

Sensory Information Processing

  • Yoshimoto, Chiyoshi
    • 대한의용생체공학회:의공학회지
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    • 제6권2호
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    • pp.1-8
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    • 1985
  • The wall shear stress in the vicinity of end-to end anastomoses under steady flow conditions was measured using a flush-mounted hot-film anemometer(FMHFA) probe. The experimental measurements were in good agreement with numerical results except in flow with low Reynolds numbers. The wall shear stress increased proximal to the anastomosis in flow from the Penrose tubing (simulating an artery) to the PTFE: graft. In flow from the PTFE graft to the Penrose tubing, low wall shear stress was observed distal to the anastomosis. Abnormal distributions of wall shear stress in the vicinity of the anastomosis, resulting from the compliance mismatch between the graft and the host artery, might be an important factor of ANFH formation and the graft failure. The present study suggests a correlation between regions of the low wall shear stress and the development of anastomotic neointimal fibrous hyperplasia(ANPH) in end-to-end anastomoses. 30523 T00401030523 ^x Air pressure decay(APD) rate and ultrafiltration rate(UFR) tests were performed on new and saline rinsed dialyzers as well as those roused in patients several times. C-DAK 4000 (Cordis Dow) and CF IS-11 (Baxter Travenol) reused dialyzers obtained from the dialysis clinic were used in the present study. The new dialyzers exhibited a relatively flat APD, whereas saline rinsed and reused dialyzers showed considerable amount of decay. C-DAH dialyzers had a larger APD(11.70$\pm$1.32mmHg/min)compared to CF dialyzers(4.32$\pm$0.55mmHg/min)(p<0.05). However, there was no observable difference in the UFR between the two dialyzers. Neither APD nor UFR showed any significant increase with an increasing number of reuses for up to more than 20reuses. A substantial number of failures observed in APD(larger than 20mmHe/min)on the reused dialyzers(2 out of 40 CP and S out 26 C-DAK) were attributed to the Possible damage on the fibers. The CF 15-11 HFDs which failed APD test did not show changes in the UFR compared to normal dialyzers indicating that APD is a more sensitive test than UFR test to evaluate the integrity of the fibers. 30527 T00401030527 ^x For quantitative measurement of reflected light from a clinical diagnostic strip, a prototype old reflectance photometer was designed. The strip loader and cassette were made to obtain more accurate reflectance parameters. The strip was illuminated at 45˚c through optical fiber and the intensity of reflected light was determined at rectanguLat angle using a photodiode. The kubelka-munk coefficient and reflection optical density were determined ar four different wavelengths(500, 550, 570 and 610nm) for blood glucose strip. For higher concentration than 300mg/41 about glucose, a saturation state of abforbance was observed at 500, 550 and 570nm. The correlation between glucose concentration and parameters was the best at 610nm. 30535 T00401030535 ^x Radiation-induced fibrosarcoma tumors were grown on the flanks of C3H mice. The mice were divided into two groups. One group was injected with Photofrin II, intravenously (2.5mg/kg body weight). The other group received no Photofrin II. Mice from both groups were irradialed for approximately 15 minutes at 100, 300, or 500 mW/cm2 with the argon (488nm/514.5 nm), dye(628nm) and gold vapor (pulsed 628 nm) laser light. A photosensitizer behaved as an added absorber. Under our experimental conditions, the presence of Photolfrin II increased surface temperature by at least 40% and the temperature rise due to 300 mW/cm2 irradiation exceeded values for hyperthermia. Light and temperature distributions with depth were estimated by a computer model. The model demonstrated the influence of wavelength on the thermal process and proved to be a valuable tool to investigate internal temperature rise. 30536 T00401030536 ^x We investigated the structural geometry of thirty-eight Korean femurs. The purpose of this study is to identify major geometrical differences between Korean femurs 3nd others that we believe belong to Caucasians so that we would be able to get insights into the femoral component design that fits Asians including Koreans. We utilized computerized tomography (CT) images of femurs extracted from cadavers. The CT images were transformed into bitmap data by using a film scanner, and then analyzed by using a commercially available software called Image v.1.0 and a Macintosh IIci computer.The resulting data were compared with already published data. The major results show that the geometry of the Korean femurs is significantly different from that of Caucasians: (1) the anteversion angle and the canal flare index are greater by the amount of approximately 8˚ and 0.5, respectively, (2) the shape of the isthmus cross section is more round, and (3) the distance between the teaser trochanter and the proximal border of the isthmus is shelter by about 15 mm. The results suggested that the femoral component suitable for Asians should be different from the currently-used components designed and manufactured mostly by European or American companies. 30537 T00401030537 ^x It is well known that nonlinear propagation characteristics of the wave in the tissue may give very useful information for the medical diagnoisis. In this paper, a new method to detect nonlinear propagation characteristics of the internal vibration in the tissue for the low frequency mechanical vibration by using bispectral analysis is proposed. In the method, low frequency vibration of f0( = 100Hz) is applied on the surface of the object, and the waveform of the internal vibration x (t) is measured from Doppler frequency modulation of silmultaneously transmitted probing ultrasonic waves. Then, the bispectra of the signal x (t) at the frequencies (f0, f0) and (f0, 2f0) are calculated to estimate the nonlinear propagation characteristics as their magnitude ratio, w here since bispectrum is free from the gaussian additive noise we can get the value with high S/N. Basic experimental system is constructed by using 3.0 MHz probing ultrasonic waves and the several experiments are carried out for some phantoms. Results show the superiority of the proposed method to the conventional method using power spectrum and also its usefulness for the tissue characterization. 30541 T00401030541 ^x This paper describes the implementation of a computerized radial pulse diagnosis by aids of a clinical expert. On this base, we composed of the radial pulse diagnosis system in korean traditional medicine. The system composed of a radial pulse wave detection system and a radial pulse diagnosis system. With a detection system, we detected Inyoung and Cheongu radial pulse wave and processed it. Then, we have got the characteristic parameters of radial pulse wave and also quantified that according to the method of Inyoung-Cheongu Comparison Radial Pulse Diagnosis. We defined the jugement standard of radial pulse diagnosis system and then we confirmed the possibility for realization of automatic radial pulse diagnosis in korean traditional medicine. 30545 T00401030545 ^x Microspheres are expected to be applied to biomedical areas such as solid-phase immunoassays, drug delivery systems, immunomagnetic cell separation. To synthesize microspheres for biomedical application, "two stage shot growth method" was developed. The uniformity ratio of synthesized microspheres was always smaller than 1.05. And the surface charge density (or the number of ionizable functional groups) of the microspheres synthesized by "two stage shot growth method" was 6~13 times higher than that of the microspheres synthesized by conventional seeded batch copolymerization. As a previous step for biomedical application, adsorption experiments of bovine albumin on microspheres were carried out under various conditions. The maximum adsorbed amount was obtained in the neighborhood of pH 4.5. Isoelectric point of bovine albumin is pH 5.0, so experimental result shows that it shifted to acid area. The adsorption isotherm was obtained, the plateau region was always reached at 2.Og/L (bulk concentration of bovine albumin).The effect of the kind and the amount of surface functional group was also examined. 30575 T00401030575 ^x A medical image workstation was developed using multimedia technique. The system based on PC-486DX was designed to acquire medical images produced by medical imaging instruments and related audio information, that is, doctors' reporting results. Input information was processed and analyzed, then the results were presented in the form of graph and animation. All the informations of the system were hierarchically related with the image as the apex. Processing and analysis algorithms were implemented so that the diagnostic accuracy could be improved. The diagnosed information can be transferred for patient diagnosis through LAN(local area network). 30592 T00401030592 ^x In the conventional infrared imaging system, complex infrared lens systems are usually used for directing collimated narrow infrared beams into the high speed 2-dimensional optic scanner. In this paper, a simple reflective infrared optic system with a 2-dimensional optic scanner is proposed for the realization of medical infrared thermography system. It has been experimentally proven that the intfrared thermography system composed of the proposed optic system has the temperature resolution of 0.1˚c under the spatial resolution of lmrad, the image matrix size of 256 X 240, and tile imaging time of 4 seconds. 30593 T00401030593 ^x In this paper, MIIS (Medical Image Information System) has been designed and implemented using INGRES RDBMS, which is based on a client/server architecture. The implemented system allows users to register and retrieve patient information, medical images and diagnostic reports. It also provides the function to display these information on workstation windows simultaneously by using the designed menu-driven graphic user interface. The medical image compression/decompression techniques are implemented and integrated into the medical image database system for the efficient data storage and the fast access through the network. 30594 T00401030594 ^x In this paper, computerized BEAM was implemented for the space domain analysis of EEG. Trans-formation from temporal summation to two-dimensional mappings is formed by 4 nearest point inter-polaton method. Methods of representation of BEAM are two. One is dot density method which classify brain electrical potential 9 levels by dot density of gray levels and the other is colour method which classify brain electrical 12 levels by red-green colours. In this BEAM, instantaneous change and average energy distribution over any arbitrary time interval of brain electrical activity could be observed and analyzed easily. In the frequency domain, the distribution of energy spectrum of a special band can easily be distinguished normality and abnormality. 30608 T00401030608 ^x Laboratory information system (LIS) is a key tool to manage laboratory data in clinical pathology. Our department has developed an information system for routine hematology using down-sized computer system. We have used an IBM 486 compatible PC with 16MB main memory, 210 MB hard disk drive, 9 RS-232C port and 24 pin dot printer. The operating system and database management system were SCO UNIX and SCO foxbase, respectively. For program development, we used Xbase language provided by SCO foxbase. The C language was used for interface purpose. To make the system use friendly, pull-down menu was used. The system connected to our hospital information system via application program interface (API), so the information related to patient and request details is automatically transmitted to our computer. Our system interfaced with fwd complete blood count analyzers(Sysmex NE-8000 and Coulter STKS) for unidirectional data tansmission from analyzer to computer. The authors suggests that this system based on down-sized computer could provide a progressive approach to total LIS based on local area network, and the implemented system could serve as a model for other hospital's LIS for routine hematology. 30609 T00401030609 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed a composite that is consisted of calcium phosphate and collagen. To use as the structural matrix of the composite, collagen was purified from human umbilical cord. The obtained collagen was treated by pepsin to remove telopeptides, and finally, the immune-free atelocollagen was produced: The cross linked atelocollagen was highly resistant to the collagenase induced collagenolysis. The cross linked collagen demonstrated an improved tensile strength. 30618 T00401030618 ^x This paper is a study on the design of adptive filter for QRS complex detection. We propose a simple adaptive algorithm to increase capability of noise cancelation in QRS complex detection with two stage adaptive filter. At the first stage, background noise is removed and at the next stage, only spectrum of QRS complex components is passed. Two adaptive filters can afford to keep track of the changes of both noise and QRS complex. Each adaptive filter consists of prediction error filter and FIR filter The impulse response of FIR filter uses coefficients of prediction error filter. The detection rates for 105 and 108 of MIT/BIH data base were 99.3% and 97.4% respectively. 30619 T00401030619 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed and produced a composite that is consisted of calcium phosphate and collagen. Human umbilical cord origin pepsin treated type I atelocollagen was used as the structural matrix, by which sintered or non-sintered carbonate apatite was encapsulated to form an inorganic-organic composite. With cross linking atelocollagen by UV ray irradiation, the resistance to both compressive and tensile strength was increased. Collagen degradation by the collagenase induced collagenolysis was also decreased. 30620 T00401030620 ^x We have developed a monoleaflet polymer valve as an inexpensive and viable alternative, especially for short-term use in the ventricular assist device or total artificial heart. The frame and leaflet of the polymer valve were made from polyurethane, To evaluate the hemodynamic performance of the polymer valve a comparative study of flow dynamics past a polymer valve and a St. Jude Medical prosthetic valve under physiological pulsatile flow conditions in vitro was made. Comparisons between the valves were made on the transvalvular pressure drop, regurgitation volume and maximum valve opening area. The polymer valve showed smaller regurgitation volume and transvalvular pressure drop compared to the mechanical valve at higher heart rate. The results showed that the functional characteristics of the polymer valve compared favorably with those of the mechanical valve at higher heart rate. 30621 T00401030621 ^x Explosive evaporative removal process of biological tissue by absorption of a CW laser has been simulated by using gelatin and a multimode Nd:YAG laser. Because the point of maximun temperature of laser-irradiated gelatin exists below the surface due to surface cooling, evaporation at the boiling temperature is made explosively from below the surface. The important parameters of this process are the conduction loss to laser power absorption (defined as the conduction-to-laser power parameter, Nk), the convection heat transfer at the surface to conduction loss (defined as Bi), dimensionless extinction coefficient (defined as Br.), and dimensionless irradiation time (defined as Fo). Dependence of Fo on Nk and Bi has been observed by experiment, and the results have been compared with the numerical results obtained by solving a 2-dimensional conduction equation. Fo and explosion depth (from the surface to the point of maximun temperature) are increased when Nk and Bi are increased.To find out the minimum laser power for explosive evaporative removal process, steady state analysis has been also made. The limit of Nk to induce evaporative removal, which is proportional to the inverse of the laser power, has been obtained. 30622 T00401030622 ^x N1 and N2 gross neural action potentials were measured from the round window of the guinea pig cochlea at the onset of the acoustic stimuli. N1-N2 audiograms were made by means of regulating stimulant intensities in order to produce constant N1-N2 potentials as criteria for different input tone pip frequencies. The lowest threshold was measured with an input tone pip I5 dB SPL in intensity and 12 KHz in frequency when the animal was in normal physiological condition. The procedure of experimental measurements is explained in detail. This experimental approach is very useful for the investigation of the Cochlear function. Both noN1inear and active functions of the Cochlea can be monitored by N1-N2 audiograms. 30623 T00401030623 ^x In electrical impedance tomography(EIT), we use boundary current and voltage measurements toprovide the information about the cross-sectional distribution of electrical impedance or resistivity. One of the major problems in EIT has been the inaccessibility of internal voltage or current data in finding the internal impedance values. We propose a new image reconstruction method using internal current density data measured by NMR. We obtained a two-dimensional current density distribution within a phantom by processing the real and imaginary MR images from a 4.77 NMR machine. We implemented a resistivity mage reconstruction algorithm using the finite element method and sensitivity matrix. We presented computer simulation results of the mage reconstruction algorithm and furture direction of the research. 30624 T00401030624 ^x A new method of digital image analysis technique for discrimination of cancer cell was presented in this paper. The object image was the Thyroid eland cells image that was diagnosed as normal and abnormal (two types of abnormal: follicular neoplastic cell, and papillary neoplastic cell), respectively. By using the proposed region segmentation algorithm, the cells were segmented into nucleus. The 16 feature parameters were used to calculate the features of each nucleus. A9 a consequence of using dominant feature parameters method proposed in this paper, discrimination rate of 91.11% was obtained for Thyroid Gland cells. 30625 T00401030625 ^x An electrical stimulator was designed to induce locomotion for paraplegic patients caused by central nervous system injury. Optimal stimulus parameters, which can minimize muscle fatigue and can achieve effective muscle contraction were determined in slow and fast muscles in Sprague-Dawley rats. Stimulus patterns of our stimulator were designed to simulate electromyographic activity monitored during locomotion of normal subjects. Muscle types of the lower extremity were classified according to their mechanical property of contraction, which are slow muscle (msoleus m.) and fast muscle (medial gastrocneminus m., rectus femoris m., vastus lateralis m.). Optimal parameters of electrical stimulation for slow muscles were 20 Hz, 0.2 ms square pulse. For fast muscle, 40 Hz, 0.3 ms square pulse was optimal to produce repeated contraction. Higher stimulus intensity was required when synergistic muscles were stimulated simultaneously than when they were stimulated individually. Electrical stimulation for each muscle was designed to generate bipedal locomotion, so that individual muscles alternate contraction and relaxation to simulate stance and swing phases. Portable electrical stimulator with 16 channels built in microprocessor was constructed and applied to paraplegic patients due to lumbar cord injury. The electrical stimulator restored partially gait function in paraplegic patients. 30626 T00401030626 ^x Two-Dimensional modelling of the Cochlear biomechanics is presented in this paper. The Laplace partial differential equation which represents the fluid mechanics of the Cochlea has been transformed into two-dimensional electrical transmission line. The procedure of this transformation is explained in detail. The comparison between one and two dimensional models is also presented. This electrical modelling of the basilar membrane (BM) is clearly useful for the next approach to the further. Development of active elements which are essential in the producing of the sharp tuning of the BM. This paper shows that two-dimension model is qualitatively better than one-dimensional model both in amplitude and phase responses of the BM displacement. The present model is only for frequency response. However because the model is electrical, the two-dimensional transmission line model can be extended to time response without any difficult. 30627 T00401030627 ^x A method has been proposed for the fully automatic detection of left ventricular endocardial boundary in 2D short axis echocardiogram using geometric model. The procedure has the following three distinct stages. First, the initial center is estimated by the initial center estimation algorithm which is applied to decimated image. Second, the center estimation algorithm is applied to original image and then best-fit elliptic model estimation is processed. Third, best-fit boundary is detected by the cost function which is based on the best-fit elliptic model. The proposed method shows effective result without manual intervention by a human operator. 30628 T00401030628 ^x The intelligent trajectory control method that controls moving direction and average velocity for a prosthetic arm is proposed by pattern recognition and force estimations using EMG signals. Also, we propose the real time trajectory planning method which generates continuous accelleration paths using 3 stage linear filters to minimize the impact to human body induced by arm motions and to reduce the muscle fatigue. We use combination of MLP and fuzzy filter for pattern recognition to estimate the direction of a muscle and Hogan's method for the force estimation. EMG signals are acquired by using a amputation simulator and 2 dimensional joystick motion. The simulation results of proposed prosthetic arm control system using the EMf signals show that the arm is effectively followed the desired trajectory depended on estimated force and direction of muscle movements. 30638 T00401030638 ^x A new neural network architecture for the recognition of patterns from images is proposed, which is partially based on the results of physiological studies. The proposed network is composed of multi-layers and the nerve cells in each layer are connected by spatial filters which approximate receptive fields in optic nerve fields. In the proposed method, patterns recognition for complicated images is carried out using global features as well as local features such as lines and end-points. A new generating method of matched filers representing global features is proposed in this network. 30659 T00401030659 ^x An implementation scheme of the magnetic nerve stimulator using a switching mode power supply is proposed. By using a switching mode power supply rather than a conventional linear power supply for charging high voltage capacitors, the weight and size of the magnetic nerve stimulator can be considerably reduced. Maximum output voltage of the developed magnetic nerve stimulator using the switching mode power supply is 3, 000 volts and switching time is about 100 msec. Experimental results or human nerve stimulations using the developed stimulator are presented. 30768 T00401030768 ^x In this paper, we describe the design methodology and specifications of the developed module-based bedside monitors for patient monitoring. The bedside monitor consists of a main unit and module cases with various parameter modules. The main unit includes a 12.1" TFT color LCD, a main CPU board, and peripherals such as a module controller, Ethernet LAN card, video card, rotate/push button controller, etc. The main unit can connect at maximum three module cases each of which can accommodate up to 7 parameter modules. They include the modules for electrocardiograph, respiration, invasive blood pressure, noninvasive blood pressure, temperature, and SpO2 with Plethysmograph.SpO2 with Plethysmograph.

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솔잎혹파리 피해적송림(被害赤松林)의 생태학적(生態学的) 연구(研究) (I) (Ecological Changes of Insect-damaged Pinus densiflora Stands in the Southern Temperate Forest Zone of Korea (I))

  • 임경빈;이경재;김용식
    • 한국산림과학회지
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    • 제52권1호
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    • pp.58-71
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    • 1981
  • 충남(忠南) 전북지방(全北地方) 적송림(赤松林)의 천이과정(遷移過程)을 연구(研究)하기 위하여 솔잎혹파리의 피해지속기간(被害持續期間)에 따라 피해극기지(被害極基地) (5년전(年前)에 피해발생(被害発生))인 공주(公州)(A), 피해지속지(被害持續地)(10년전(年前)에 피해발생(被害発生))인 부여(扶餘)(B), 피해회복지(被害回復地)(20년전(年前)에 피해발생(被害発生))로서 고창지역(高敞地域)(C)을 조사지역(調査地域)으로 설정(設定)하고, 각(各) 조사지역별(調査地域別)로 환경요인(環境要因)과 식생상태(植生狀態)를 調査하여, 환경요인(環境要因)과 식생상태(植生狀態), 삼림군집(森林群集)의 비교(比較), 식물상(植物相)의 변화(変化) 등(等)을 분석(分析)한 결과(結果)를 요약(要約)하면 다음과 같다 1. 임분(林分)이 솔잎혹파리피해(被害)로 부터 회복(回復)되어 감에 따라 식생구성(植生構成)에 변화(変化)가 오고 대상수종(代償樹種)으로 발달(発達)된 참나무류(類)의 상대우점치(相対優点値)가 감소(減小)되었다. 그러나 본(本) 조사지역내(調査地域內)에서는 상수리나무의 상대우점치(相対優点値)가 다른 참나무류(類) 보다 높았다. 2. 솔잎혹파리피해(被害)가 지속(持續)됨에 따라 삼림군집(森林群集)의 종구성상태(種構成狀態)가 점차 다양(多樣)하여진다. 그후 피해(被害)가 회복(回復)됨에 따라 임분(林分)의 종구성상태(種構成狀態)는 단순화(单純化)되는 것으로 나타났다. 3. 상대밀도(相対密度) 및 상대우점치(相対優点値)의 상대치(相対値)에 의(依)한 식생천이(植生遷移)를 종합분석(綜合分析)한 결과(結果) 솔잎혹파리피해(被害)의 극심(極甚)에서 우점종(優点種)을 이루던 참나무류(類)가 피해(被害)로부터 회복(回復)되어감에 따라 그 값이 감소(減少)되고, 싸리류(類), 진달래류(類) 등(等)이 하층식생(下層植生)을 형성(形成)하는 삼림군집(森林群集)으로 변화(変化)하여 갔다. 4. 식생(植生)에 미친 토심(土深), 토양함수량(土壤含水量), 유기물함량(有機物含量), 그리고 유기물층(有機物層)의 두께는 본(本) 조사대상지(調査対象地)의 범위내에 있어서는 거의 같은 것으로 사료(思料)되었고 연평균강수량(年平均降水量)과 온도(温度)도 유사(類似)하였다고 본다.

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The Effect of Non-genetic Factors on Birth Weight and Weaning Weight in Three Sheep Breeds of Zimbabwe

  • Assan, N.;Makuza, S.M.
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권2호
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    • pp.151-157
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    • 2005
  • Sheep production is affected by genetic and non-genetic factors. A knowledge of these factors is essential for efficient management and for the accurate estimation of breeding values. The objective of this study was to establish the non-genetic factors which affect birth weight and weaning weight in Dorper, Mutton Merino and indigenous Sabi sheep breeds. A total of 2,625 birth and weaning weight records from Grasslands Research Station collected from 1991 through 1993, were used. The records were collected from indigenous Sabi (939), Dorper (807) and Mutton Merino (898) sheep. A mixed classification model containing the fixed effects of year, birth status and sex was used for identification of non-genetic factors. Sire within breed was included as a random effect. Two factor interactions and three factor interactions were important in indigenous Sabi, Mutton Merino and Dorper sheep. The mean birth weights were 4.37${\pm}$0.04 kg, 4.62${\pm}$0.04 kg and 3.29${\pm}$0.04 kg for Mutton Merino, Dorper and Sabi sheep, respectively. Sire had significant effects (p<0.05) on birth weight in Mutton Merino and indigenous Sabi sheep. Year of lambing had significant effects (p<0.05) on birth weight in indigenous Sabi, Mutton Merino and Dorper sheep. The effect of birth status was non significant in Dorper and Mutton Merino sheep while effect of birth status was significant on birth weight in indigenous Sabi sheep. In Indigenous Sabi sheep lambs born as singles (3.30${\pm}$0.05 kg) were 0.23 kg heavier than twins (3.07${\pm}$0.05 kg), in Mutton Merino lambs born as singles (3.99${\pm}$0.08 kg) were 0.07 kg heavier than twins (3.92${\pm}$0.08 kg) and in Dorper lambs born as singles (4.41${\pm}$0.04 kg) were 0.02 kg heavier than twins (4.39${\pm}$0.04 kg). On average males were heavier than females (p<0.05) weighing (3.32${\pm}$0.04 kg vs. 3.05${\pm}$0.07 kg) in indigenous Sabi, 4.73${\pm}$0.03 kg vs. 4.08${\pm}$0.05 in Dorper and 4.26${\pm}$0.07 kg vs. 3.66${\pm}$0.09 kg in Mutton Merino sheep. Two way factor interactions of sire*year, year*sex and sex*birth status had significant effects (p<0.05) on birth weight in indigenous Sabi, Mutton Merino and Dorper sheep while the effect of year*birth status was non significant on birth weight in Indigenous Sabi sheep. The three way factor interaction of year*sex*birth status had a significant effect (p<0.01) on birth weight in indigenous Sabi and Mutton Merino. Tupping weight fitted as a covariate had significant effects (p<0.001) on birth weight in indigenous Sabi, Mutton Merino and Dorper sheep. The mean weaning weights were 17.94${\pm}$0.31 kg, 18.19${\pm}$0.28 kg and 14.39${\pm}$0.28 kg for Mutton Merino, Dorper and Indigenous Sabi sheep, respectively. Effects of sire and sire*year were non significant on weaning weight in Dorper and Mutton Merino while year, sex and sex*year interaction had significant effects (p<0.001) on weaning weight. On average males were heavier than females (p<0.001) at weaning. The respective weaning weights were 18.05${\pm}$0.46 kg, 18.68${\pm}$0.19 kg, 14.14${\pm}$0.15 kg for males and 16.64${\pm}$0.60 kg, 16.41${\pm}$0.31 kg, 12.64${\pm}$0.32 kg for females in Mutton Merino, Dorper and Indigenous Sabi sheep. Lambs born as singles were significantly heavier at weaning than twins, 0.05 kg, 0.06 kg and 0.78 kg for Mutton Merino, Dorper and Indigenous Sabi sheep, respectively. Effect of tupping weight was highly significant on weaning weight. The three way factor interaction year*sex*birth status had a significant effect (p<0.01) on weaning weight. Correction for environmental effects is necessary to increase accuracy of direct selection for birth weight and weaning weight.